Cited by 1,495Aging and Gerontology ResearchCognitive Abilities and TestingCognitive Functions and Memory

Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced?

Open access
Hertzog, Christopher, Kramer, Arthur F., Wilson, Robert S., Lindenberger, Ulman·2008·Psychological Science in the Public Interest

Abstract

In this monograph, we ask whether various kinds of intellectual, physical, and social activities produce cognitive enrichment effects—that is, whether they improve cognitive performance at different points of the adult life span, with a particular emphasis on old age. We begin with a theoretical framework that emphasizes the potential of behavior to influence levels of cognitive functioning. According to this framework, the undeniable presence of age-related decline in cognition does not invalidate the view that behavior can enhance cognitive functioning. Instead, the course of normal aging shapes a zone of possible functioning, which reflects person-specific endowments and age-related constraints. Individuals influence whether they function in the higher or lower ranges of this zone by engaging in or refraining from beneficial intellectual, physical, and social activities. From this point of view, the potential for positive change, or plasticity, is maintained in adult cognition. It is an argument that is supported by newer research in neuroscience showing neural plasticity in various aspects of central nervous system functioning, neurochemistry, and architecture. This view of human potential contrasts with static conceptions of cognition in old age, according to which decline in abilities is fixed and individuals cannot slow its course. Furthermore, any understanding of cognition as it occurs in everyday life must make a distinction between basic cognitive mechanisms and skills (such as working-memory capacity) and the functional use of cognition to achieve goals in specific situations. In practice, knowledge and expertise are critical for effective functioning, and the available evidence suggests that older adults effectively employ specific knowledge and expertise and can gain new knowledge when it is required. We conclude that, on balance, the available evidence favors the hypothesis that maintaining an intellectually engaged and physically active lifestyle promotes successful cognitive aging. First, cognitive-training studies have demonstrated that older adults can improve cognitive functioning when provided with intensive training in strategies that promote thinking and remembering. The early training literature suggested little transfer of function from specifically trained skills to new cognitive tasks; learning was highly specific to the cognitive processes targeted by training. Recently, however, a new generation of studies suggests that providing structured experience in situations demanding executive coordination of skills—such as complex video games, task-switching paradigms, and divided attention tasks—train strategic control over cognition that does show transfer to different task environments. These studies suggest that there is considerable reserve potential in older adults' cognition that can be enhanced through training. Second, a considerable number of studies indicate that maintaining a lifestyle that is intellectually stimulating predicts better maintenance of cognitive skills and is associated with a reduced risk of developing Alzheimer's disease in late life. Our review focuses on longitudinal evidence of a connection between an active lifestyle and enhanced cognition, because such evidence admits fewer rival explanations of observed effects (or lack of effects) than does cross-sectional evidence. The longitudinal evidence consistently shows that engaging in intellectually stimulating activities is associated with better cognitive functioning at later points in time. Other studies show that meaningful social engagement is also predictive of better maintenance of cognitive functioning in old age. These longitudinal findings are also open to important rival explanations, but overall, the available evidence suggests that activities can postpone decline, attenuate decline, or provide prosthetic benefit in the face of normative cognitive decline, while at the same time indicating that late-life cognitive changes can result in curtailment of activities. Given the complexity of the dynamic reciprocal relationships between stimulating activities and cognitive function in old age, additional research will be needed to address the extent to which observed effects validate a causal influence of an intellectually engaged lifestyle on cognition. Nevertheless, the hypothesis that an active lifestyle that requires cognitive effort has long-term benefits for older adults' cognition is at least consistent with the available data. Furthermore, new intervention research that involves multimodal interventions focusing on goal-directed action requiring cognition (such as reading to children) and social interaction will help to address whether an active lifestyle enhances cognitive function. Third, there is a parallel literature suggesting that physical activity, and aerobic exercise in particular, enhances older adults' cognitive function. Unlike the literature on an active lifestyle, there is already an impressive array of work with humans and animal populations showing that exercise interventions have substantial benefits for cognitive function, particularly for aspects of fluid intelligence and executive function. Recent neuroscience research on this topic indicates that exercise has substantial effects on brain morphology and function, representing a plausible brain substrate for the observed effects of aerobic exercise and other activities on cognition. Our review identifies a number of areas where additional research is needed to address critical questions. For example, there is considerable epidemiological evidence that stress and chronic psychological distress are negatively associated with changes in cognition. In contrast, less is known about how positive attributes, such as self-efficacy, a sense of control, and a sense of meaning in life, might contribute to preservation of cognitive function in old age. It is well known that certain personality characteristics such as conscientiousness predict adherence to an exercise regimen, but we do not know whether these attributes are also relevant to predicting maintenance of cognitive function or effective compensation for cognitive decline when it occurs. Likewise, more information is needed on the factors that encourage maintenance of an active lifestyle in old age in the face of elevated risk for physiological decline, mechanical wear and tear on the body, and incidence of diseases with disabling consequences, and whether efforts to maintain an active lifestyle are associated with successful aging, both in terms of cognitive function and psychological and emotional well-being. We also discuss briefly some interesting issues for society and public policy regarding cognitive-enrichment effects. For example, should efforts to enhance cognitive function be included as part of a general prevention model for enhancing health and vitality in old age? We also comment on the recent trend of business marketing interventions claimed to build brain power and prevent age-related cognitive decline, and the desirability of direct research evidence to back claims of effectiveness for specific products.

AI snapshot

Written from a shortened version of the paper’s full text (it is longer than we read).

TL;DR

This monograph reviews whether intellectual, physical, and social enrichment can preserve or improve adult cognition, especially in old age. It concludes that the evidence favors an active, engaged lifestyle, with the strongest support for aerobic exercise, but that causal mechanisms and long-term effects remain uncertain.

Key findings

  • Cognitive training can improve older adults’ performance on trained tasks. Early studies found narrow transfer, but newer executive-control, working-memory, and metacognitive training studies show some broader transfer. In the ACTIVE trial, more than 2,500 adults over 65 received about 10 sessions; gains were largely specific, with some 5-year benefits for reasoning training on self-reported instrumental activities.
  • Longitudinal studies link mentally stimulating activity to less cognitive decline and lower dementia incidence. In one study of 775 older adults, 90 developed Alzheimer’s disease; low activity was associated with about 2.5 times the risk of high activity. Another study of about 500 people aged 75+ found reduced dementia risk with more cognitive activity over up to 20 years.
  • Aerobic exercise shows the most consistent enrichment effects. A meta-analysis of 18 randomized fitness-training studies found a moderate overall effect size of .48, with the largest benefit for executive-control processes at .68. A separate meta-analysis in cognitively impaired older adults found an effect size of .57. In a study of 5,925 women, 24% of the least-active quartile declined cognitively versus 17% of the most-active quartile, about a 30% risk reduction.
  • Social engagement and lower chronic distress are also associated with better cognitive outcomes. High neuroticism was linked to nearly twice the Alzheimer’s risk in one study and to a nearly tenfold higher rate of episodic-memory decline; frequent social activity was associated with about 40% lower dementia risk in one population.

Methods

  • Design: integrative narrative review/monograph, not a new primary study. It develops a life-span theoretical framework and evaluates evidence for cognitive-enrichment effects.
  • Data/sample: synthesizes human and animal research, including cross-sectional studies, longitudinal panel studies, randomized interventions, meta-analyses, clinical-pathologic studies, neuroimaging, and enriched-environment/exercise animal models.
  • Main analysis: qualitative synthesis of evidence, with attention to rival explanations, methodological problems, effect sizes, transfer, maintenance, and policy/research implications.

Limitations

  • Stated: the literature is not definitive; enrichment effect sizes are often small; self-report activity measures have uncertain validity; observational studies cannot establish causality; training transfer is often narrow; maintenance is rarely assessed beyond 1–2 years; many training studies use fewer than 10 sessions; mechanisms remain unclear; long-term, multimodal, midlife, and biological research is needed.
  • Stated: cognitive enrichment is not a panacea; biological aging can be delayed but not prevented, and the limits of intervention have not been tested.
  • Evident from the text: as a narrative review, it does not use a systematic search or pooled meta-analytic estimate across all domains; conclusions depend on selected cited studies, and heterogeneity in designs, activity measures, and cognitive outcomes complicates direct comparison.

Model-written summary. Check it against the paper before relying on it.

Integrity signals

Registry

Crossref · 10.1111/j.1539-6053.2009.01034.x

Cites

637 of 637 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

37 of 405 cited sources checked · 19 supported · 0 flagged · accuracy not yet measured

  • Premisecitation
    § Scope of Enrichment Effects · p. 9

    When individuals participate in a cognitive-training program, beneficial effects on cognitive performance tend to be relatively narrow, usually localized to the specific cognitive test trained.

    “For instance, research suggests that when individuals participate in a cognitive-training program, the beneficial effects on cognitive performance tend to be relatively narrow in scope, usually localized to the specific cognitive test that was trained (e.g., Ball et al., 2002; Willis et al., 2006; but see Tranter & Koutstaal, 2008).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Ball et al., 2002 source

      The COMMENT section reports improvements on multiple measures of the cognitive ability trained, without demonstrated transfer to everyday performance over two years. But the Measures section explicitly says outcomes were designed to assess an ability rather than performance on a specific test. The study also concerns older adults, not individuals generally. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
    • cites Willis et al., 2006 source

      Training Effects on Cognitive Abilities (p. 6) reports lasting improvement in the cognitive ability each intervention targeted, supporting the claim that benefits were relatively narrow. But Outcome Measures (p. 4) assesses each ability with three tests, so the paper does not establish that benefits were usually confined to the specific test trained. The Comment (p. 8) also reports modest transfer to everyday function. (LLM, conf=0.86)

      Experimental — accuracy not yet measured
    • cites Tranter & Koutstaal, 2008 source
  • Premisecitation
    § C. Hertzog et al. · p. 7

    Animal studies show major changes in mechanisms such as neurogenesis even in mature animals as a function of changing environmental contingencies.

    “Likewise, animal studies have shown major changes in a variety of mechanisms, such as neurogenesis (growth of new neurons), even in mature animals, as a function of changing environmental contingencies (e.g., Cotman, 1995; Kempermann, 2008).”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Cotman, 1995

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Kempermann, 2008 source
  • Premisecitation
    § C. Hertzog et al. · p. 7

    Compensation can occur at a neural level through competition and rearrangement among relatively autonomous processing circuits without explicit awareness.

    “At another level, compensation may occur by competition and rearrangements among relatively autonomous processing circuits, without explicit awareness on the part of the individual of how he or she is compensating (e.g., Cabeza, 2002; Colcombe, Kramer, Erickson, & Scalf, 2005; Park & Reuter-Lorenz, 2009; ReuterLorenz & Cappel, 2008; Salthouse, 1984; cf. Edelman, 1987).”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Cabeza, 2002 source
    • cites Colcombe, Kramer, Erickson, & Scalf, 2005 source
    • cites Park & Reuter-Lorenz, 2009 source

      In “The Scaffolding Theory of Cognitive Aging” (page unavailable), the paper describes neural compensation as recruiting additional circuitry and developing new pathways when existing circuitry cannot meet task demands. This supports compensation through changes in neural circuits, but the passages do not establish competition among relatively autonomous circuits or say that compensation occurs without explicit awareness. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • Premisecitation
    § Cross-Sectional Studies · p. 11

    When operating close to performance limits, individuals tend to experience substantial drop-offs unless they exert sustained, deliberate efforts to maintain peak performance.

    “When operating close to the limits of performance, individuals tend to experience substantial dropoffs in performance unless they exert sustained, deliberate efforts to maintain peak performance levels (Ericsson, 2006).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Ericsson, 2006 source

      The discussion on p. 685 links deliberate effort to continued improvement, and Figure 38.1 (p. 687) says that experts who stop regular deliberate practice may prematurely automate their performance. Neither passage says that people operating near performance limits tend to suffer substantial drop-offs without such effort; the discussion on p. 687 describes a stable plateau rather than a drop-off. (LLM, conf=0.85)

      Experimental — accuracy not yet measured
  • Premisecitation
    § Cognitive-Training Studies · p. 18

    Memory training and speed-of-processing training did not show differential preservation relative to controls.

    “The memory training and speedof-processing training did not show differential preservation, relative to controls.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Willis et al., 2006 source
  • May combine two claims. 158
  • Classified as probably not a substantial claim. 100
  • The quote only partly states this claim. 8
  • May combine two claims.

    Findingcitation
    § CONCEPTUAL FRAMEWORK · p. 4

    Aging brains can produce new neurons, synaptic connections, and blood vessels.

    “old brains can grow new neurons, synaptic connections, and new vasculature.”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Greenwood, 2007 source
    • cites Kempermann, 2008 source

      The synthesis section (p. 5) reports low levels of new-neuron production even in the oldest rodent and human subjects studied. The paper also discusses synaptic plasticity and the integration of new neurons into networks (pp. 2–3), but does not establish that aging brains grow new synaptic connections; it does not address new vasculature. Those parts of the claim are unsupported by this source. (LLM, conf=0.87)

      Experimental — accuracy not yet measured
    • cites Kramer, Bherer, Colcombe, Dong, & Greenough, 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingcitation
    § CONCEPTUAL FRAMEWORK · p. 4

    Neural plasticity declines with age but is greater than previously thought.

    “Although such neural plasticity is reduced in old age, it remains more substantial than previously recognized”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Greenwood, 2007 source
    • cites Kempermann, 2008 source

      The synthesis section (p. 5) says hippocampal neurogenesis declines steeply with age but persists, and that novel environments robustly induce it even in old mice. This supports a substantial remaining capacity for this form of plasticity, but the paper does not establish the claim for neural plasticity generally or explicitly compare it with what was previously recognized. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
    • cites Park & Reuter-Lorenz, 2009 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 7

    Although aging may constrain neuronal plasticity, enriched-environment effects can be observed in older organisms.

    “Although aging may constrain the degree of neuronal plasticity that is possible, studies suggest that enrichedenvironment effects can be observed in older organisms (Brown et al., 2003; Jessberger & Gage, 2008; Kempermann, Kuhn, & Gage, 1998).”
    Quote in the paperSubstantial claim2 of 3 sources checked
    • cites Brown et al., 2003 source
    • cites Jessberger & Gage, 2008 source
    • cites Kempermann, Kuhn, & Gage, 1998 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 7

    Older rheumatoid arthritis patients remember to take medications better than younger and middle-aged peers, probably because they develop helpful daily routines that support remembering in context.

    “older rheumatoid patients actually do better at remembering to take medications than do their younger and middle-aged peers, probably because they develop helpful daily routines that support remembering in context (Park et al., 1999).”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Park et al., 1999 source
  • May combine two claims.

    Interpretationcitation
    § C. Hertzog et al. · p. 7

    Focusing on higher-order generalities can reduce attention to distinctive details, which can affect later retrieval.

    “Identifying the higher-order generalities in information can also lead to an individual paying less attention to distinctive aspects of information, which can be critical in governing the likelihood of later retrieval of that information”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Hunt & Smith, 1996 source
  • May combine two claims.

    Study design and conductcitation
    § Longitudinal Panel Studies · p. 12

    Individuals who drop out from a longitudinal study often differ from those who stay-they tend to be less healthy, less cognitively fit, and less engaged in stimulating activities-restricting observable variation and potentially biasing estimates of enrichment-cognition relations.

    “Individuals who drop out from a longitudinal study often differ from those who stay on dimensions of interest-they tend to be less healthy, less cognitively fit, and less engaged in stimulating activities, thereby restricting the observable range of variation (e.g., Ghisletta, McArdle, & Lindenberger, 2006; Lindenberger, Singer, & Baltes, 2002) and potentially biasing estimates of the rel”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Ghisletta, McArdle, & Lindenberger, 2006 source
    • cites Lindenberger, Singer, & Baltes, 2002 source

      Split into 2 atoms — 0 confirmed, 2 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Longitudinal Panel Studies · p. 13

    Individual differences in practice effects are not consistent across measures or strongly related to age, sex, and education.

    “There are individual differences in practice effects, but these individual differences do not appear particularly consistent across measures or strongly related to basic demographic variables like age, sex, and education that are linked to both enrichment variables and cognitive outcomes”
    Quote in the paperSubstantial claim1 of 2 sources checked
    • cites Wilson, Li, et al., 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Wilson et al., 2009 source

      The “Impact of retesting” section (page unavailable) reports improved performance with repeated testing and no association between retest effects and education. It does not establish that individual differences in practice effects are inconsistent across measures or unrelated to age and sex; those variables were controlled for, not reported as predictors of retest effects. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 18

    Individuals trained in visual search showed strong gains in visual-search performance but little improvement in memory and reasoning tests relative to controls.

    “For example, individuals trained in visual search showed strong gains in visual-search performance but little improvement, relative to controls, in performance on the memory and reasoning tests.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Ball et al., 2002 source

      The Interventions section describes speed-of-processing training as focused on visual search, and the Results section reports large gains in the trained speed domain relative to controls. The passages do not report how the visual-search group performed on memory and reasoning tests relative to controls; the Comment section's finding about limited generalization concerns everyday performance, not those tests. No page numbers are available in our copy. (LLM, conf=0.82)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 18

    In a large multisite intervention, strong training effect sizes were found in each group relative to controls, with a pattern of specificity in performance improvements.

    “The results showed strong training effect sizes in each group relative to controls, and also showed a pattern of specificity in performance improvements.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Ball et al., 2002 source
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 18

    No transfer effects were observed on performance-based measures of everyday problem solving or everyday speed of processing.

    “No transfer effects were observed on performance-based measures of everyday problem solving or everyday speed of processing.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Willis et al., 2006 source

      The Performance-Based IADL Measures section (p. 7) reports no general training effect on either performance-based measure. But it also reports a significant improvement in everyday speed of processing among participants assigned to booster training, so the unqualified claim that no transfer effects were observed is too broad. (LLM, conf=0.90)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 18

    All older adults showed some aggregate decline in IADL, but this decline was milder in the reasoning training group.

    “All older adults showed some aggregate decline in IADL, but this decline was milder in the reasoning training group.”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Willis et al., 2006 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 24

    Clinical-radiologic studies have shown that volumes of selected brain regions are associated with specific occupational experiences and increase following new learning activities.

    “Clinical-radiologic studies have shown that the volumes of selected brain regions are associated with specific occupational experiences (Maguire et al., 2000; Sluing et al., 2002) and increase following new learning activities (Draganski et al., 2004, 2006).”
    Quote in the paperSubstantial claim1 of 3 sources checked
    • cites Maguire et al., 2000 source
    • cites Sluing et al., 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Draganski et al., 2004, 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Human Fitness-Training Intervention Studies · p. 29

    A meta-analysis found significant cognitive improvement from physical-activity training, but no overall significant relationship between fitness change and cognitive change.

    “Etnier and colleagues found a significant improvement in cognition as a function of physical-activity training. However, overall, no significant relationship was found between fitness change (or difference) and cognitive change (or difference).”
    Quote in the paperSubstantial claim1 of 1 sources checked
    • cites Etnier, Nowell, Landers, and Sibley (2006) source

      The Results report a mean cognitive effect size of 0.34 across 37 studies, significantly greater than zero (p < 0.001), supporting the reported cognitive improvement. The Discussion finds no significant fitness–cognition relationship for cross-sectional or posttest comparisons, but the pre-post Results find a significant negative relationship between fitness change and cognitive change. Thus, saying there was no significant relationship overall omits an important exception. (LLM, conf=0.92)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 31

    Exercise increases production of IGF-1 and VEGF, which are linked to angiogenesis and neurogenesis.

    “Other researchers have reported exercise-related increased productions of other neurotrophic factors such as insulin-like growth factor 1 and vascular endothelial growth factor, which have been linked with angiogenesis (the growth of new vasculature) and neurogenesis”
    Quote in the paperNot a substantial claim1 of 2 sources checked
    • cites Ding et al., 2004 source
    • cites Trejo, Carro, & Torres-Aleman, 2001 source

      The paper reports that exercise increases uptake of circulating IGF-I into the brain and that IGF-I is necessary for exercise-induced increases in new hippocampal neurons (opening section and Discussion; page numbers unavailable). It does not report increased production of IGF-I, or address VEGF or angiogenesis. Thus it supports the IGF-I–neurogenesis link, but not the full claim. (LLM, conf=0.88)

      Experimental — accuracy not yet measured
  • May combine two claims.

    Premisecitation
    § CHRONIC PSYCHOLOGICAL DISTRESS · p. 34

    Individual differences in neuroticism are relatively stable throughout adulthood and old age, though some individual differences in change exist.

    “individual differences in this trait complex are relatively stable throughout adulthood and old age, although recent literature suggests that there are some individual differences in change in psychological distress”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Allemand, Zimprich, & Hertzog, 2007 source
    • cites Mroczek & Spiro, 2003 source
    • cites Terracciano, McCrae, & Costa, 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 41

    The extant literature provides some clues about molecular and cellular pathways supporting interactive effects of different factors, but much remains to be discovered.

    “although the extant literature provides some clues concerning the molecular and cellular pathways that support the interactive effects of different factors, much remains to be discovered in further research on multimodal interventions”
    Quote in the paperNot a substantial claim1 of 3 sources checked
    • cites Gobbo & O'Mara, 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Kempermann, 2008 source

      The paper distinguishes the cellular effects of physical and cognitive activity on adult hippocampal neurogenesis (A synthesis of nonspecific and specific regulatory mechanisms, p. 4). It identifies possible mediators, including GABA and neurotrophic factors, while saying that some mechanisms remain unknown (The cellular representation of the neurogenic reserve in the adult hippocampus, p. 5). It does not directly address molecular pathways in multimodal interventions generally, so the claim extends beyond the paper’s scope. (LLM, conf=0.84)

      Experimental — accuracy not yet measured
    • cites Wolf et al., 2006 source
  • May combine two claims.

    Findingcitation
    § C. Hertzog et al. · p. 44

    When stress rises within a person, working-memory performance falls; when stress falls, working-memory performance improves.

    “When an individual's stress increases, his or her working-memory performance decreases; conversely, when an individual's stress level is lowered, working-memory performance improves.”
    Quote in the paperNot a substantial claim1 of 1 sources checked
    • cites Sliwinski et al., 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § Parametric Studies of Predictors of Training Benefit · p. 45

    Some prior studies used an inoculation or vaccination model, giving a single intervention dose sometimes followed by a few refresher doses.

    “Some previous studies have adopted what might be termed an inoculation or vaccination model. That is, a single ''dose'' of an intervention is provided, occasionally followed by a small number of refresher doses (e.g., Ball et al., 2002; Willis et al., 2006).”
    Quote in the paperNot a substantial claim2 of 2 sources checked
    • cites Ball et al., 2002 source
    • cites Willis et al., 2006 source
  • May combine two claims.

    Findingreasoning
    § Enrichment Effects on Adult Cognitive Development · p. 2

    Exercise has substantial effects on brain structure and function.

    “Recent neuroscience research on this topic indicates that exercise has substantial effects on brain morphology and function”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Enrichment Effects on Adult Cognitive Development · p. 1

    Older adults make effective use of specific knowledge and expertise and can acquire new knowledge when needed.

    “the available evidence suggests that older adults effectively employ specific knowledge and expertise and can gain new knowledge when it is required.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Enrichment Effects on Adult Cognitive Development · p. 1

    Early training research found little transfer from trained skills to new cognitive tasks, with learning specific to the trained processes.

    “The early training literature suggested little transfer of function from specifically trained skills to new cognitive tasks; learning was highly specific to the cognitive processes targeted by training.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation
    § CONCEPTUAL FRAMEWORK · p. 4

    Even though biological aging increasingly limits peak cognitive performance, very old people can still improve.

    “Although biological aging puts increasingly severe constraints on maximal levels of cognitive performance with advancing age, performance can still be improved in very old persons”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Kramer & Willis, 2003 source
    • cites Singer, Lindenberger, & Baltes, 2003 source
    • cites Yang, Krampe, & Baltes, 2006 source
  • May combine two claims.

    Findingcitation
    § CONCEPTUAL FRAMEWORK · p. 6

    Older chess players have worse spatial working memory for randomly placed pieces but relatively preserved memory for schema-consistent piece locations.

    “older chess players show inferior spatial working memory for pieces randomly placed on a chess board but relatively spared memory for locations of pieces that are part of well-learned schemata involving standard chess-game sequences”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Charness, 1981

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Findingnone given
    § C. Hertzog et al. · p. 21

    The vast majority of training studies implemented so far have been restricted to less than 10 sessions of training, which is a low-dosage treatment relative to a lifetime of experience.

    “the vast majority of training studies implemented so far has been restricted to less than 10 sessions of training. Relative to a lifetime of experience, this is definitely a low-dosage treatment.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning
    § C. Hertzog et al. · p. 31

    Meta-analyses suggest moderators of the physical activity-cognition relationship: participant age, cognitive process type, training session length, and gender.

    “The meta-analyses have also begun to suggest some important moderators of the physicalactivity-cognition relationship, including the age of the participants, the type of cognitive processes assessed, the length of the training sessions, and the gender of partipants.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning
    § C. Hertzog et al. · p. 28

    Despite being mostly short-term, the studies suggest that physical activity in older adults helps maintain cognition and delay dementia.

    “Although the majority of these studies are relatively short-term, they do suggest benefits, with regard to maintenance of cognition and delay of dementia, when older adults pursue physical activities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Findingcitation
    § Measurement of Activities · p. 43

    Jopp and Hertzog (2008) judged the Hultsch et al. (1993) questionnaire to have limited content coverage in social and physical activity domains and added items for those facets.

    “Jopp and Hertzog (2008), for instance, considered the content coverage of the Hultsch et al. (1993) questionnaire in the social-activity and physical-activity domains to be limited, and added items targeting these facets”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Jopp and Hertzog, 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Hultsch et al., 1993 source
  • May combine two claims.

    Findingcitation
    § Measurement of Activities · p. 43

    Self-reports of activity frequency have measurement problems because estimating frequency is error-prone and multi-item scales do not prompt the kind of reconstruction that would improve validity.

    “there are interesting measurement issues with these self-reports, because frequency estimation is a fallible process and the multiple-item scales do not encourage the kind of thoughtful reconstruction that maximizes validity of the self-reports (e.g., Jobe &amp; Mingay, 1991).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Salthouse (2006) source
    • cites Jobe & Mingay, 1991 source
  • May combine two claims.

    Findingnone given
    § C. Hertzog et al. · p. 43

    Studies with biological covariates often have limited cognitive measures or activity scaling, while studies measuring biological mechanisms often have inadequate instrumentation of cognition and activities.

    “Studies with interesting biological covariates are often limited in terms of cognitive measurements or scaling of activities; studies measuring potential biological mechanisms are often hampered by inadequate instrumentation of cognition and activities.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingnone given
    § Midlife Interventions and Long-Term Maintenance · p. 46

    At present, more is known about creating short-term gains in older populations than about effective interventions earlier in the life span.

    “At present we know more about what can be done to create short-term gain in older populations than we do about effective interventions at earlier points in the life span.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § C. Hertzog et al. · p. 44

    Most epidemiological research has focused on neuroticism and related constructs, showing clear relationships between low neuroticism and enrichment effects.

    “Most of the epidemiological research has focused on effects of neuroticism and related constructs, showing definite relationships of low neuroticism with enrichment effects.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given
    § C. Hertzog et al. · p. 44

    Conscientiousness, goal-setting, and implementation behaviors predict exercise behavior in younger and older adults, but these variables are rarely included in studies of cognitive-enrichment effects in old age.

    “Constructs like conscientiousness, goal-setting, and implementation behaviors have been shown to predict exercise behavior in older and younger adults, but these variables have typically not been incorporated into studies of cognitive-enrichment effects in old age.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingcitation
    § The Marketing of Cognitive Enrichment · p. 47

    Nintendo has been quite successful in promoting cognitive- and brain-training software such as Brain Age and Brain Age 2.

    “For example, Nintendo has been quite successful in promoting their cognitive- and braintraining software packages such as Brain Age and Brain Age 2 (the Web site http://www.sharpbrains.com/ provides a description and discussion of brain-training software, as well as a market report for these software products).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites http://www.sharpbrains.com/

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning
    § C. Hertzog et al. · p. 44

    Other attitudes and beliefs that help maintain an active lifestyle, especially adaptation to loss or life stress, have received little attention.

    “But other aspects of attitudes and beliefs that foster maintenance of an active lifestyle, particularly with respect to adaptation to loss or life stress, have received little attention.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Findingnone given
    § The Marketing of Cognitive Enrichment · p. 47

    A major current issue is that businesses and entrepreneurs aggressively market products claimed to preserve the mind and brain.

    “A major issue at present is that businesses and entrepreneurs are moving aggressively to market products allegedly able to preserve the mind and the brain.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning
    § Training and Intervention Studies · p. 44

    Both younger and older adults benefit from practice and training, though not always to the same degree.

    “it is clear that both younger and older adults benefit from practice and training, although not always to the same extent.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Findingnone given
    § C. Hertzog et al. · p. 47

    Little is understood about the potential common or separate mechanisms that support different lifestyle choices or interventions.

    “Furthermore, we have little understanding of the potential common or separate mechanisms that support different lifestyle choices (or interventions).”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingreasoning
    § C. Hertzog et al. · p. 43

    Although some research has examined specific mediating mechanisms for enrichment effects, prospective longitudinal studies have rarely included measures of possible mediators.

    “Although research evaluating specific mediating mechanisms for enrichment effects (e.g., exercise interventions) has been done, little attention has been paid to the idea of including measures of possible mediators in prospective longitudinal studies.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Findingreasoning
    § C. Hertzog et al. · p. 44

    Too little is known about how personality traits, positive attitudes, and positive beliefs foster healthy lifestyles that facilitate cognitive enrichment.

    “As noted earlier, too little is known also about the extent to which personality traits, positive attitudes, and positive beliefs foster healthy lifestyles that facilitate cognitive enrichment.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Findingnone given
    § Encouraging Successful Aging Through Cognitive Enrichment · p. 47

    The main reason for this is that relatively little work has examined the practical long-term benefits of enrichment.

    “The chief reason for this statement is that there has been relatively little work on the practical long-term benefits of enrichment.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Findingnone given
    § C. Hertzog et al. · p. 45

    Little attention has been paid to skills training for cognitive self-management in everyday life.

    “In this regard, little attention has yet been paid to the issue of skills training relevant to cognitive self-management in everyday life.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation
    § Design and Technology for Older Adults · p. 48

    The proportion of older individuals living in computerized households is increasing steadily, offering new opportunities for cognitive training and tailored support.

    “The proportion of older individuals living in computerized households is increasing steadily, offering novel opportunities for cognitive training even as those households supply levels of support tailored to the level of an individual's functioning that would have seemed impossible just a few years ago.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Pew & Van Hamel, 2004

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Findingnone given
    § Cautionary Notes · p. 48

    What is unknown about cognitive enrichment still exceeds what is known.

    “Clearly, what we do not know still exceeds what we do know.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § INTRODUCTION · p. 2

    The share of older adults in the United States and other industrial nations keeps rising.

    “the proportion of older adults in the United States and other industrial nations continues to grow (e.g., Martin & Preston, 1994).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Martin & Preston, 1994

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 4

    Cognitive function across adulthood involves both gains and losses, with losses becoming more common and gains less common as age increases.

    “This perspective recognizes that there are both gains and losses in cognitive function across adulthood but that, with advancing age, gains become less common and losses predominate.”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Baltes, 1987 source
    • cites Baltes & Labouvie, 1973 source
    • cites Baltes, Lindenberger, & Staudinger, 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning
    § Enrichment Effects on Adult Cognitive Development · p. 1

    The evidence overall suggests that activities can delay, reduce, or compensate for normative cognitive decline.

    “overall, the available evidence suggests that activities can postpone decline, attenuate decline, or provide prosthetic benefit in the face of normative cognitive decline”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationcitation
    § CONCEPTUAL FRAMEWORK · p. 4

    Movement within that range is behavioral plasticity continually shaped by environment, biology, health, and cognition-related behavior.

    “Movement up or down within this range of possible performance can be considered a form of behavioral plasticity that is continuously reshaped by the individual's environmental context, biological state, health, and cognitionrelevant behaviors”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Denney, 1984 source
    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 5

    The upper and lower limits of possible development are expected to differ between individuals.

    “individual differences in the shape of the upper and lower limits would be expected.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    No single person can develop knowledge and expertise in every domain because knowledge is vast and learning uses limited energy and time.

    “any one individual cannot develop knowledge and expertise in all domains, given the vast amounts of knowledge available in modern society and the fact that knowledge acquisition consumes finite resources of available energy and time.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    For people with prior knowledge and experience, improvement or maintenance can build on that experience, enabling better performance and a higher chance of maintaining or improving cognition.

    “For individuals with prior knowledge and experience, improvements or maintenance in performance may build upon the scaffold of prior experience in ways that not only enable superior performance, relative to one with minimal relevant experience, but also create a higher probability of maintenance or improvement in cognitive function.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 5

    The shape of the possible-development region varies across people because of genetic profiles, prenatal environments, and other influences.

    “the shape of this region of possible development will differ among individuals, given different genetic profiles, prenatal environments, and other factors known to influence the shape of developmental change.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationnone given
    § CONCEPTUAL FRAMEWORK · p. 5

    Many variables can influence how optimally people change in adulthood.

    “a number of variables can influence more or less optimal changes during adulthood.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    The cumulative effects of experience and knowledge on cognition are not entirely positive.

    “the cumulative effects of experience and knowledge on cognition are not all positive.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 6

    Aging affects cognition through limits in cognitive resources or through data-quality limits.

    “aging affects cognition through cognitive-resource limitations or through data-quality limitations that degrade cognitive operations.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Norman & Bobrow, 1975 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § CONCEPTUAL FRAMEWORK · p. 6

    For people without prior relevant knowledge, learning new information in a domain can produce substantial domain-specific improvement, though overall proficiency remains low.

    “For individuals without prior relevant knowledge, efforts to learn new information in a domain may lead to substantial improvements in performance relevant to that domain, though at comparably low levels of overall proficiency.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • Classified as probably not a substantial claim.

    Premisereasoning
    § CONCEPTUAL FRAMEWORK · p. 5

    New learning almost always builds on existing knowledge.

    “Almost inevitably, new learning builds on the scaffold of what is already known.”
    Quote in the paperSubstantial claim
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § CONCEPTUAL FRAMEWORK · p. 5

    Effective enrichment factors are linked to functional, anatomical, or chemical brain changes.

    “All of these variables, if effective, are associated with functional, anatomical, or chemical changes in the brain”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 6

    People are selected into particular contexts and build unique developmental histories.

    “individuals are selected into particular contexts and create unique developmental histories”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Baltes & Baltes, 1990

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 5

    Cognitive enrichment can be affected by many factors, including those acting on the neural substrate, on cognition itself, and on the broader context of thinking, learning, and remembering.

    “cognitive enrichment can in principle be influenced by a large number of variables”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • May combine two claims.

    Interpretationcitation
    § CONCEPTUAL FRAMEWORK · p. 6

    Lifelong patterns of investment create individual profiles of experience and expertise that affect cognitive functioning and set limits on improvement.

    “individuals' lifelong patterns of investment and efforts in particular domains construct idiosyncratic profiles of experience and expertise that are relevant to effective cognitive functioning (e.g., Cianciolo et al., 2006) and that set limits for potential improvement.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Cianciolo et al., 2006 source
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    Brain changes from biological aging make cognitive, perceptual, and sensory processing less effective or efficient.

    “biological changes affecting the brain lead to less effective or efficient execution of cognitive, perceptual, and sensory aspects of information processing.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given
    § CONCEPTUAL FRAMEWORK · p. 5

    Physical exercise and cognitive training can improve cognitive development across adult life.

    “physical exercise and cognitive training can improve cognitive development over the adult life course.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § CONCEPTUAL FRAMEWORK · p. 4

    The upper end of the functioning range is limited by optimal gene-environment fit and by maturation, learning, and aging.

    “The top end of this range of functioning is limited by optimal gene-environment fits and by the joint forces of maturation, learning, and senescence.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    These components interact to determine task performance, and those interactions affect age differences in performance.

    “These aspects typically interact to govern task performance; and these interactions influence observed age differences in task performance.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 5

    Cognitive abilities that are exercised can be maintained or improved in adulthood.

    “cognitive mechanisms that are exercised can be maintained or improved during adulthood.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Baltes & Willis, 1977
    • cites Willis, 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • May combine two claims.

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 5

    Knowledge is important for reading comprehension, social reasoning, and learning new information.

    “knowledge plays a critical role in activities such as reading comprehension, reasoning about possible actions in social contexts, and learning new information”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Hertzog, Dunlosky, & Robinson, 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Stine-Morrow, Miller, & Hertzog, 2006 source
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    Biological aging reduces maximum achievable performance and also lowers performance when people are below their maximum.

    “Biological-aging change will shrink the level of maximum achievable levels of performance, and it will also dampen performance when individuals operate at less than their maximum possible level of effectiveness.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    Growth in relevant knowledge and expertise matters for most everyday cognition and creates room for optimization even if basic mechanisms cannot be trained.

    “growth in relevant knowledge and expertise matters for most forms of cognition as they are used in everyday life, creating a possibility for optimization of cognitive function, irrespective of whether the basic mechanisms themselves can be trained or improved.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 5

    Task performance in laboratory and natural settings can vary within a person due to contextual factors and personal attributes.

    “performance on cognitive tasks in both laboratory and naturalistic settings can vary for an individual depending on a variety of contextual factors and personal attributes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation
    § CONCEPTUAL FRAMEWORK · p. 6

    Cognitive resources are functional capacity arising from the interaction of processing efficiency and task-relevant knowledge.

    “Cognitive resources are best conceptualized as functional capacity created by the interaction between cognitive-processing efficiency and task-relevant knowledge”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Ericsson & Kintsch, 1995 source
    • cites Stine-Morrow et al., 2006 source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § CONCEPTUAL FRAMEWORK · p. 6

    People must be selective, so plasticity operates in many domains where they are not optimal and in a few where they are, depending on invested time and effort.

    “one must be selective, and this implies that plasticity, as defined earlier, will operate in many domains where one does not function optimally and in a few domains where one does, as a function of investment of time and effort to master relevant information.”
    Quote in the paperNot a substantial claim
    • The authors state this as an assumption: Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § C. Hertzog et al. · p. 8

    The developmental trajectory of cognition in adulthood is not necessarily fixed but can, in principle, be influenced and shaped by events and behaviors.

    “Nevertheless, they convey the idea that the developmental trajectory of cognition in adulthood is not necessarily fixed but can, in principle, be influenced and shaped by events and behaviors.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § C. Hertzog et al. · p. 7

    Edelman's theory of neuronal group selection states that variants of neuronal circuits are constantly generated and selected during development to assure adaptive behavior in the ecology.

    “For instance, Edelman's (1987) theory of neuronal group selection states that variants of neuronal circuits are constantly generated and selected during an organism's development to assure adaptive behavior in the ecology.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Edelman, 1987

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation
    § C. Hertzog et al. · p. 7

    People may prefer different strategies or cognitive styles, but they can switch strategies when contextual demands require it.

    “Individuals may differ in preferred strategies or cognitive styles, but they can shift strategies if contextual demands and constraints require them to”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Hertzog & Dunlosky, 2004 source
    • cites Hertzog & Robinson, 2005 source
    • cites Schunn & Reder, 2001 source
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § C. Hertzog et al. · p. 9

    Enrichment effects could, in principle, alter the observed course of cognitive development even when aging constrains theoretical maximal performance.

    “At the same time, enrichment effects could, in principle, act to alter the observed course of cognitive development even when aging constrains the levels of theoretical maximal performance.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § C. Hertzog et al. · p. 8

    Efforts to enrich cognition could have substantial impact even in midlife, as suggested by the possibility that Curve C could cross Curve B even in old age.

    “The possibility that Curve C could cross Curve B, even in old age, suggests that efforts to enrich cognition could have substantial impact, even in midlife.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 7

    The brain is a substrate that affords cognitive plasticity and is influenced by an individual's behaviors.

    “It is helpful to think of the brain as a substrate that affords cognitive plasticity, and as such is influenced by the behaviors of an individual (Cacioppo et al., 2003; Lerner, 1984).”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Cacioppo et al., 2003 source
    • cites Lerner, 1984 source
  • May combine two claims.

    Interpretationcitation
    § C. Hertzog et al. · p. 7

    The life course of the individual is forged from experience and choice, with consequences for the structure and function of cognition and its neuronal substrate.

    “Given these principles, the core argument is that the life course of the individual is forged from experience and choice (Stine-Morrow, 2007) and that this has consequences for the structure and function of cognition and its neuronal substrate.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Stine-Morrow, 2007 source
    • The authors state this as an assumption: Individuals' neurobiological status is influenced by their social context and personal behavior, and vice versa.
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 7

    Compensatory goal-directed actions are a form of adaptive self-regulation and intentional self-development, requiring monitoring of cognitive states, performance outcomes, and flexible strategic choice.

    “These compensatory goaldirected actions are a form of adaptive self-regulation and intentional self-development (e.g., Brandtsta ¨dter, 2006; Carver &amp; Scheier, 1998; Riediger, Li, &amp; Lindenberger, 2006), as they require monitoring of current cognitive states, performance outcomes, and flexible strategic choice (Hertzog &amp; Robinson, 2005; Nelson &amp; Narens, 1990; Stine-Morrow et al., 2”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Brandtsta ¨dter, 2006

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Carver & Scheier, 1998 source
    • cites Riediger, Li, & Lindenberger, 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationreasoning
    § Scope of Enrichment Effects · p. 9

    If an enrichment effect operates on specific psychological mechanisms, its impact may be narrow; if it operates on general neural or biochemical substrates, its effects could be relatively general.

    “If the enrichment effect operates on specific psychological mechanisms, its impact may be narrow. If the enrichment effect operates at the level of general improvements of the functioning of entire neural circuits or the biochemical substrates that serve cognition more generally (e.g., changes in circulating hormone levels or neurotrophic factors), then the effects could be relatively general.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 7

    Psychological stress and loneliness can have profound negative effects on brain structure and function.

    “Conversely, psychological stress and loneliness can have profound negative effects on brain structure and function (Cacioppo, Hughes, Waite, Hawkley, &amp; Thisted, 2006; McEwen, 2002; Sapolsky, 1992).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Cacioppo, Hughes, Waite, Hawkley, & Thisted, 2006 source
    • cites McEwen, 2002 source
    • cites Sapolsky, 1992
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 8

    An individual's realized developmental pathway is cumulative, building on what has happened before, but contains potential for positive discontinuity given a discontinuous increase in cognition-enriching behaviors or environmental influences.

    “In general, an individual's realized developmental pathway is cumulative, inevitably building on what has happened before, but it also contains the potential for discontinuity in the positive direction (as in Curve C) given a discontinuous increase in cognition-enriching behaviors or environmental influences.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 7

    At later ages, cognitive function is influenced by prior level of function and by variables operating in the intervening time period.

    “At later ages, the level of cognitive function is influenced by the prior level of function (given the accumulated cognitive history) and the variables that operate to determine cognition in the intervening time period.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Cross-Sectional Studies · p. 11

    If sustained efforts to maintain maximal performance lag, high performers can be expected to regress back toward their own average and become more like their more average peers.

    “If sustained efforts to maintain maximal performance lag, high performers can be expected to regress back toward their own average. By implication, the lag in effort will cause high performers to become more like their more average peers (see Fig. 1).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Scope of Enrichment Effects · p. 9

    Some enrichment effects appear to operate predominantly at the skill level, whereas others also operate at the ability level.

    “As will become evident in the course of this review, some enrichment effects appear to operate predominantly at the skill level, whereas others also operate at the ability level.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Cross-Sectional Studies · p. 11

    Group differences in performance may not be due solely to activity effects, and other variables could overshadow or interact with activity differences over aging.

    “These group differences in performance may not be due solely to the effects of activity, and the variables that actually govern the differences could overshadow or interact with activity differences in the course of aging to produce or obscure cross-sectional differences in activity subgroups.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § Cross-Sectional Studies · p. 11

    Accepting the null hypothesis should be understood as distinct from failing to reject it.

    “As in any statistical application, accepting the null hypothesis (in this case, a null hypothesis of no interaction) should be understood as being distinct from a failure to reject it (Cohen, 1994).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Cohen, 1994 source
  • May combine two claims.

    Premisecitation
    § Ameliorating Normal Cognitive Aging Versus Postponing Dementia Onset · p. 9

    Most people with mild cognitive impairment will eventually develop dementia, indicating that many people with major cognitive decline in old age may be showing preclinical symptoms of a dementing illness.

    “Recent research argues that most people with mild cognitive impairment will eventually develop dementia, indicating that many people with major cognitive decline in old age may be showing preclinical symptoms of a dementing illness (Albert, Blacker, Moss, Tanzi, &amp; McArdle, 2007; Lopez, Li, Shing, &amp; Lindenberger, 2007; Petersen et al., 2006).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Albert, Blacker, Moss, Tanzi, & McArdle, 2007 source
    • cites Lopez, Li, Shing, & Lindenberger, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Petersen et al., 2006 source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation
    § METHODOLOGICAL ISSUES · p. 10

    The methodological problems encountered in evaluating explanatory hypotheses about adult development are formidable.

    “The methodological problems encountered in evaluating explanatory hypotheses about adult development are formidable (e.g, Baltes, Reese, &amp; Nesselroade, 1988; Hertzog &amp; Dixon, 1996; Nesselroade &amp; Labouvie, 1985).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Baltes, Reese, & Nesselroade, 1988

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Hertzog & Dixon, 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Nesselroade & Labouvie, 1985

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Study design and conductreasoning
    § Cross-Sectional Studies · p. 12

    Self-reported activities may be particularly susceptible to age/cohort differences and to individual differences in standards for reporting or judging frequency of activities.

    “Self-reported activities may be particularly susceptible to age/cohort differences and to individual differences in standards for reporting activities or judging frequency of activities.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductcitation
    § Cross-Sectional Studies · p. 11

    Differential volunteering in midlife combined with selection artifacts in old age due to morbidity and mortality could produce parallel cognitive functions for different activity levels in cross-sectional data even when the actual function is a Cognition-Activity interaction.

    “Hertzog (in press) argues that differential volunteering in midlife, combined with selection artifacts in old age due to morbidity and mortality effects, could produce parallel cognitive functions for different levels of activity in cross-sectional data, even when the actual function is a Cognition -Activity interaction.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hertzog (in press)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § Scope of Enrichment Effects · p. 9

    Differences between types of enrichment are modulated by differences between individuals.

    “Moreover, these differences between types of enrichment are modulated by differences between individuals.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Sustainability of Enrichment Effects · p. 9

    Plasticity during sensitive periods differs in important ways from plasticity before and after such periods, and may often require sustained efforts to be maintained.

    “However, plasticity during sensitive periods differs in important ways from plasticity before and after such periods (cf. Hensch, 2004; Knudsen, 2002), and it may often require sustained efforts to be maintained.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Hensch, 2004 source
    • cites Knudsen, 2002 source
  • Classified as probably not a substantial claim.

    Interpretationnone given
    § METHODOLOGICAL ISSUES · p. 10

    The cognitive-enrichment hypothesis entails that changes in cognition over the life course will be affected by individuals' lifestyle and behavior.

    “But the problems are especially difficult when it comes to cognitive enrichment, because the hypothesis entails that changes in cognition over the life course will be affected by individuals' lifestyle and behavior.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductreasoning
    § Longitudinal Panel Studies · p. 12

    A large number of statistical approaches are available, and different studies often employ very different methods, rendering comparisons of results difficult.

    “A large number of statistical approaches are available, and different studies often employ very different methods, rendering comparisons of results difficult.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning
    § Longitudinal Panel Studies · p. 13

    The critical methodological issues in cognitive-enrichment research are the extent to which individuals differentially benefit from practice and whether these individual differences relate to person-specific attributes.

    “The critical methodological issues, therefore, are the extent to which individuals differentially benefit from practice and whether these individual differences are related to person-specific attributes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Intervention Studies · p. 13

    Intervention studies are not immune to causal inference issues because assignment cannot always be fully randomized and because of threats like imitation of treatments.

    “Intervention studies are not immune to issues about causal inference, in part because assignment to conditions cannot always be fully randomized and because of internal validity threats like imitation of treatments-in which individuals assigned to the control group spontaneously behave as if they were in the intervention (Shadish et al., 2002).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Shadish et al., 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Study design and conductnone given
    § Longitudinal Panel Studies · p. 12

    Much of the epidemiological evidence is based on random-effects (multilevel) regression analysis for examining predictors of longitudinal change.

    “Much of the epidemiological evidence is based on random-effects (multilevel) regression analysis for examining predictors of longitudinal change.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisereasoning
    § Intervention Studies · p. 13

    Intervention studies offer a more controlled way to assess cognitive-enrichment effects because assignment and treatments are under experimental control.

    “Intervention studies offer a more controlled way to assess cognitive-enrichment effects, because assignment of individuals to treatments, and the treatments themselves, are under experimental control.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Study design and conductnone given
    § Longitudinal Panel Studies · p. 12

    We currently know relatively little about the behavior of these statistical models and whether they can recover effects that exist or are susceptible to erroneous inferences.

    “Unfortunately, we currently know relatively little about the behavior of these statistical models and whether they can actually recover effects that exist, or whether and when they are susceptible to erroneous inferences about how one variable influences another, and vice versa.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § Intervention Studies · p. 13

    Different aspects of lifestyle may be more or less amenable to intervention; compliance with exercise may be easier than with intellectually engaging activities.

    “One problem with such studies is that different aspects of lifestyle may be more or less amenable to intervention. Compliance with an exercise program may be easier to implement, measure, and validate than compliance with a regimen of performing intellectually engaging activities such as reading or doing crossword puzzles.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § Intervention Studies · p. 13

    Maintenance is rarely assessed beyond 1 or 2 years after the end of an intervention.

    “The relevance of intervention studies for the cognitive-enrichment hypothesis has also been called into question because maintenance is rarely assessed beyond 1 or 2 years following the end of the intervention (e.g., Salthouse, 2006).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Salthouse, 2006 source
  • May combine two claims.

    Interpretationreasoning
    § Intervention Studies · p. 13

    Plasticity is not a one-way street; performance may relapse to preintervention levels when intervention activities are given up.

    “As implied in Figure 2, plasticity is not a one-way street, and performance may start relapsing to preintervention levels (e.g., display negative plasticity) as soon as intervention activities are given up.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Expertise and Skill Acquisition · p. 15

    Older adults learn more slowly but achieve asymptotic performance in a category-memory-search task.

    “Clearly, older adults learned (achieving maximal or asymptotic RT) much more slowly than the younger adults. Nevertheless, they did achieve asymptotic performance.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hertzog et al., 1996

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Study design and conductcitation
    § Longitudinal Panel Studies · p. 12

    Assessing practice effects inside a longitudinal design is a difficult modeling exercise requiring assumptions because longitudinal designs explicitly targeting practice effects are rarely employed.

    “Assessing practice effects inside a longitudinal design is in and of itself a difficult modeling exercise that requires a number of assumptions, because longitudinal designs explicitly targeting practice effects are rarely employed (see Baltes et al., 1988; McArdle &amp; Woodcock, 1997).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Baltes et al., 1988 source
    • cites McArdle & Woodcock, 1997 source
  • The quote only partly states this claim.

    Premisecitation
    § Expertise and Skill Acquisition · p. 16

    Age differences in visual search are larger for novel stimuli than for familiar, expertise-related stimuli.

    “Furthermore age differences in rates of visual search are larger for these experts when they are searching for novel stimuli than they are when they are searching for familiar, expertise-related stimuli.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation
    § Expertise and Skill Acquisition · p. 16

    Skill acquisition is not impossible for older adults; it is often merely more difficult and time consuming.

    “However, one should not necessarily conclude from such studies that skill acquisition is impossible for older adults. Often, it is merely more difficult and time consuming (Li et al., 2008).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Li et al., 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationcitation
    § Longitudinal Panel Studies · p. 12

    Dynamic modeling of causal influences, such as dynamic dual change score models, may help attenuate ambiguities in causal inference about activity affecting cognition.

    “With respect to causal inference about activity affecting cognition, dynamic modeling of causal influences of variables on one another, as in Hamagami and McArdle's (2007) dynamic dual change score models (e.g., Lo ¨vde ´n, Ghisletta, &amp; Lindenberger, 2005), may help to attenuate these ambiguities.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hamagami & McArdle, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Lo ¨vde ´n, Ghisletta, & Lindenberger, 2005

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 17

    Practice and training resulted in a close-to-perfect separation of the two age groups, demonstrating sizable negative age differences at limits of functioning.

    “Second, however, practice and training resulted in a close-to-perfect separation of the two age groups, thereby demonstrating the existence of sizable negative age differences at limits of functioning.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation
    § Cognitive-Training Studies · p. 18

    Cognitive training shows substantial benefits for older adults and these effects can be relatively long lasting.

    “These findings confirm that cognitive training does show substantial benefits for older adults and that these effects can be relatively long lasting.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Expertise and Skill Acquisition · p. 16

    Upward movements in the zone of possible cognitive performance are possible, even if such movements become more difficult with advancing age.

    “Referring back to our theoretical framework (Fig. 1), upward movements in the zone of possible cognitive performance are possible, even if such movements become more difficult with advancing age.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Cognitive-Training Studies · p. 17

    The first two generations of cognitive-intervention studies showed that healthy older adults can improve performance more than previously assumed, and that negative age differences are often magnified rather than diminished near asymptotic performance.

    “Taken together, the first two generations of cognitive-intervention studies demonstrated that healthy older adults are able to improve levels of performance to a greater extent than previously assumed and that negative adult age differences often are magnified (increased) rather than diminished when adults of different ages are assessed near asymptotic levels of performance.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Expertise and Skill Acquisition · p. 16

    Older adults maintain previously learned skills as they practice them and can often gain new skills even if their rate of acquisition is slowed.

    “Second, older adults maintain previously learned skills as they practice them, and they can often gain new skills even if their rate of skill acquisition is slowed.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 19

    A comprehensive review reported average linear reductions in brain weight and volume of about 2% per decade during adulthood, more pronounced for anterior parts of the brain.

    “In a comprehensive review of the neuroanatomical literature, Raz (2000) reported average linear reductions in brain weight and volume, of about 2%perdecade during adulthood, that were more pronounced for anterior parts of the brain.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Raz, 2000
  • The quote only partly states this claim.

    Interpretationcitation
    § Cognitive-Training Studies · p. 19

    Older adults are capable of developing and transferring efficient attentional-control skills in some situations with specific training strategies.

    “older adults are capable of developing and transferring efficient and effective attentional-control skills.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 21

    Bissig and Lustig showed that benefit from recollection training was associated with increases in time spent encoding the target list, and argued participants learned to encode distinctive details and search for them at test.

    “Bissig and Lustig (2007) showed that benefit from the recollection-training paradigm was associated with increases in the time spent encoding the target list; they argued that participants were learning to encode distinctive details and then search for those details at test to avoid being lured by repeated foils.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bissig & Lustig, 2007 source
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 20

    Dahlin et al. found that both younger and older adults improved on the practiced working-memory updating task, but transfer to another working-memory task was reliable in younger adults only.

    “Both younger and older adults improved on the practiced task. Transfer to another working-memory task requiring continuous updating was reliable in younger adults but not in older adults.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dahlin, Stigsdotter-Neely, Larsson, Ba ¨ckman, and Nyberg, 2008 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § MENTALLY STIMULATING ACTIVITY · p. 22

    Investigators have argued for separating socioeconomic status from the construct of mentally stimulating activity.

    “investigators have argued for separating socioeconomic status from the construct of mentally stimulating activity (Hertzog et al., 1999).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hertzog et al., 1999 source
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 19

    Coordination of different regions within the prefrontal cortex, and of prefrontal with posterior brain regions, is disrupted in older adults.

    “Other studies have found that the coordination of different regions within the prefrontal cortex, as well as the coordination of prefrontal with posterior brain regions, is disrupted in older adults (AndrewsHanna et al., 2007; Colcombe et al., 2005).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Andrews-Hanna et al., 2007 source
    • cites Colcombe et al., 2005 source
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 20

    Karbach and Kray found reliable task-specific training effects for all age groups and robust transfer to verbal working memory, spatial working memory, and reasoning in all age groups, with effect sizes around 0.3.

    “Task-specific training effects were reliable for all age groups. In addition, Karbach and Kray (in press) observed robust transfer effects to verbal working memory, spatial working memory, and reasoning in all age groups, with effect sizes around 0.3.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Karbach & Kray, in press

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given
    § Cognitive-Training Studies · p. 19

    Situations particularly dependent on prefrontal circuitry require coordination of multiple tasks or task components.

    “Situations deemed to be particularly dependent upon prefrontal circuitry require the coordination of multiple tasks or task components.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 20

    Li et al. found near transfer to more demanding spatial and numerical n-back tasks and 3-month maintenance of practice gains and near-transfer effects in both age groups, with decrements among older but not younger adults, and no evidence for far transfer.

    “the authors found near transfer to a more demanding spatial n -back task and to numerical n -back performance, and 3-month maintenance of practice gains and near-transfer effects, with decrements relative to post-practice performance among older but not younger adults. No evidence for far transfer to more complex working-memory tasks was found.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Li et al., 2008

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Cognitive-Training Studies · p. 19

    In Kramer et al. studies, older adults given variable-priority training showed faster acquisition, higher mastery, higher retention after 2 months, and better transfer to novel dual tasks than those given fixed-priority training.

    “older adults in the variable-priority training group, as compared to individuals trained with fixed priorities, showed faster rates of acquisition of dual-task performance, higher levels of mastery on the trained dual tasks, higher levels of retention after 2 months, and, most importantly, better transfer to novel dual tasks”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Kramer, Larish, et al., 1995, 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Bherer et al., 2005 source
    • cites Erickson, Colcombe, Wadhwa, et al., 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 21

    Dunlosky et al. showed an incremental-training benefit for combining self-testing training with strategy training, but self-testing training did not increase transfer to a different memory task.

    “Dunlosky et al. (2003) showed an incremental-training benefit for combining selftesting training with strategy training, but self-testing training did not increase the likelihood of transfer of self-testing to a different memory task.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Dunlosky, Kubat-Silman, and Hertzog, 2003 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Cognitive-Training Studies · p. 19

    A meta-analysis concluded there is evidence for a specific age-related difference in dual-task response latency costs over and above age-related general slowing.

    “Verhaeghen, Steitz, Sliwinski, and Cerella (2003) concluded that evidence exists for a specific agerelated difference in dual-task response latency costs over and above age-related general slowing.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Verhaeghen, Steitz, Sliwinski, and Cerella, 2003 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 24

    In a clinical-pathologic study, higher Alzheimer's disease pathology was associated with lower cognitive function proximate to death, and the size of this correlation was reduced as level of education increased.

    “higher level of Alzheimer's disease pathology, as indicated by a composite index of cortical plaques and neurofibrillary tangles from five brain regions, was associated with lower level of cognitive function proximate to death. The size of this correlation was reduced, however, as level of education increased.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bennett et al., 2003 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 25

    Hall et al. found that cognitive decline began earlier in those with low education compared to high education, but once decline began, the rate was faster in the high-education subgroup.

    “cognitive decline began earlier in those with low education (blue line) compared to those with high education (green line), but once decline began, the rate was faster in the higheducation subgroup than in the low-education subgroup.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hall et al., 2007 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    In Wilson, Scherr, et al., a retrospective measure of cognitive activity prior to old age was related to risk of Alzheimer's disease, but the association was eliminated after controlling for late-life cognitive activity, and more frequent late-life cognitive activity was associated with reduced risk of Alzheimer's disease even after controlling for previous level of cognitive activity and lifeSpan

    “a retrospective measure of cognitive activity prior to old age was related to risk of Alzheimer's disease, but the association was eliminated after controlling for late-life cognitive activity, and more frequent late-life cognitive activity was associated with reduced risk of Alzheimer's disease even after controlling for previous level of cognitive activity and indicators of socioeconomic status”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wilson, Scherr, et al., 2007 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Level of cognitive activity has long-term predictive validity for the incidence of dementia, including prospective prediction over a 2-decade span in one study.

    “level of cognitive activity has long-term predictive validity for the incidence of dementia, including prospective prediction over a 2-decade span in one study (Crowe et al., 2003).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Crowe et al., 2003 source
  • May combine two claims.

    Interpretationnone given
    § C. Hertzog et al. · p. 23

    The preponderance of evidence indicates that older people who are more mentally active are less likely to develop dementia or experience cognitive decline than their less mentally active counterparts.

    “Although the preponderance of evidence indicates that older people who are more mentally active are less likely to develop dementia or experience cognitive decline than their less mentally active counterparts”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 25

    These findings suggest that mentally stimulating activity compresses morbidity by delaying the onset of cognitive decline and subsequently accelerating its course, thereby reducing the proportion of old age spent in a cognitively disabled state.

    “These findings are important because they suggest that mentally stimulating activity compresses morbidity by delaying the onset of cognitive decline and subsequently accelerating its course, thereby reducing the proportion of old age spent in a cognitively disabled state.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § MENTALLY STIMULATING ACTIVITY · p. 22

    Aartsen et al. found no association between cognitive activity and change in cognitive function, but the activity measure was based on a single activity with less than 15% participation, which may have limited detection of an association.

    “There was no association between a measure of cognitive activity and change in cognitive function, but the cognitive-activity measure was based on a single activity in which less than 15% participated (i.e., attending a course or study), and this may have limited the ability to detect an association with subsequent rate of cognitive decline.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Aartsen, Smits, van Tilburg, Knipscheer, & Deeg, 2002 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Level of participation in cognitive activities declines somewhat in old age and is reduced in persons with manifest dementia.

    “level of participation in cognitive activities does appear to decline somewhat in old age (Hultsch et al., 1999; Wilson, Scherr, et al., 2007) and is undoubtedly reduced in persons with manifest dementia.”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Hultsch et al., 1999

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Wilson, Scherr, et al., 2007 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 24

    Salthouse found Age-Activity interactions in his cross-sectional data set for verbal ability, consistent with acculturation and knowledge-acquisition effects.

    “Salthouse (2006) found Age -Activity interactions in his cross-sectional data set for verbal ability, consistent with acculturation and knowledge-acquisition effects.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Salthouse, 2006 source
  • Classified as probably not a substantial claim. May combine two claims.

    Interpretationreasoning
    § PHYSICAL ACTIVITYAND EXERCISE · p. 25

    Because physical activity reduces the risk of diseases linked to cognitive decline, it might help maintain cognition.

    “Therefore, increased physical activity and exercise might be expected to maintain cognition through reduced risk of diseases associated with cognitive decline.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Hertzog et al. showed that power to detect individual differences in change is dramatically affected by growth-curve reliability, which is influenced by measurement reliability.

    “Hertzog et al. (2006) showed that power to detect individual differences in change is dramatically affected by growth-curve reliability, which in turn is influenced by measurement reliability.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hertzog, Lindenberger, Ghisletta, & von Oertzen, 2006 source
  • May combine two claims.

    Interpretationnone given
    § C. Hertzog et al. · p. 25

    The available longitudinal evidence supports that mentally stimulating activities in adulthood are associated with less cognitive decline and a lower incidence of mild cognitive impairment and dementia.

    “In sum, the available longitudinal evidence supports the argument that engaging in mentally stimulating activities during adulthood is associated with less cognitive decline and a reduced incidence of mild cognitive impairment and dementia.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Crowe et al. found that greater participation in cognitive activities was associated with reduced risk of Alzheimer's disease 20 years later, although the association in this small cohort was only significant for women.

    “Greater participation in cognitive activities was associated with a reduced risk of Alzheimer's disease 20 years later, although the association in this small cohort was only significant for women.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Crowe et al., 2003 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Retrospective estimates of early-life cognitive activity and indicators of early-life socioeconomic status are positively correlated with late-life level of cognitive activity, but the associations are far from perfect.

    “retrospective estimates of early-life cognitive activity and indicators of early-life socioeconomic status are positively correlated with late-life level of cognitive activity, but the associations are far from perfect (Wilson, Barnes, Krueger, et al., 2005).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wilson, Barnes, Krueger, et al., 2005 source
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § PHYSICAL ACTIVITYAND EXERCISE · p. 25

    Improved cardiorespiratory function and tissue oxygenation are expected to improve cognition, especially in older adults with declines in these functions.

    “Given these results, one might expect that improved cardiorespiratory function and tissue oxygenation, especially in older adults who show declines in these functions, will result in improvements in cognition.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 25

    Wilson et al. found that higher level of premorbid reading was associated with more rapid decline in verbal cognitive ability but not nonverbal cognitive ability.

    “higher level of premorbid reading, assessed by retrospective informant report, was associated with more rapid decline in verbal cognitive ability but not nonverbal cognitive ability.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wilson et al., 2000 source
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 24

    This suggests that cognitive activity may help maintain efficiency in neural systems that support memory and cognition, thereby enhancing adaptation to age-related pathologic changes.

    “This suggests that cognitive activity may help maintain efficiency in neural systems that support memory and cognition, thereby enhancing adaptation to age-related pathologic changes.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 23

    Verghese et al. found that more frequent cognitive activity was associated with reduced risk of developing dementia during up to 20 years of follow-up, and the association remained after excluding people whose dementia developed during the first 7 years.

    “More frequent cognitive activity was associated with a reduced risk of developing dementia during up to 20 years of follow-up. This association remained even after excluding people whose dementia developed during the first 7 years of observation”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Verghese et al., 2003 source
  • Probably not a substantial claim: may not pass S1 (asserted).

    Interpretationreasoning
    § C. Hertzog et al. · p. 25

    This leads to the prediction that among those with clinically manifest dementia or cognitive impairment, persons with higher education or premorbid cognitive activity ought to experience more rapid cognitive decline than less educated or active persons.

    “this leads to the prediction that among those with clinically manifest dementia or cognitive impairment, persons with a higher level of education/ premorbid cognitive activity ought to experience more rapid cognitive decline than less educated/active persons.”
    Quote in the paperNot a substantial claim
  • The quote only partly states this claim.

    Premisecitation
    § Human Fitness-Training Intervention Studies · p. 29

    A meta-analysis of 18 randomized aerobic fitness training studies in 55-80 year olds found a moderate positive effect on cognition (effect size .48).

    “A moderate effect size (.48) for fitness training was obtained in the analysis.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Colcombe and Kramer (2003)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims. The quote only partly states this claim.

    Premiseown data
    § C. Hertzog et al. · p. 28

    In a 6-year study of 349 adults over 55, objective cardiorespiratory fitness was inversely related to cognitive decline, but self-reported physical activity was not.

    “whereas a significant inverse relationship was observed for the objective fitness measures and cognitive decline, this was not the case for the self-report activity measures.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Barnes, Yaffe, Satariano, and Tager (2003) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § PHYSICAL ACTIVITYAND EXERCISE · p. 26

    Exercise and physical activity may partly account for some of the brain changes observed in enriched environments.

    “Given the physical-activity component of enriched environments, it would appear conceivable that exercise and physical activity may be responsible, in part, for a subset of the reported brain changes.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § C. Hertzog et al. · p. 27

    Physical activity after age 36 may protect memory, but stopping exercise after 36 may offer little protection.

    “These data suggest little memory protection for those who stopped exercise after age 36 but protection for those individuals who began exercise after this time.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Richards, Hardy, and Wadsworth (2003) source
  • May combine two claims. The quote only partly states this claim.

    Premisecitation
    § C. Hertzog et al. · p. 27

    In Weuve et al., energy expended in physical activity was significantly related to cognition across many measures in 16,466 nurses over 70, and remained significant after adjustment.

    “A significant relationship between energy expended in physical activities and cognition, across a large set of cognitive measures, was observed, and this relationship remained significant after adjusting for medical conditions, prescription drugs, and lifestyle factors”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Weuve et al. (2004)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Prospective and Retrospective Observational Studies · p. 26

    In Yaffe et al., 24% of least-active women showed cognitive decline versus 17% of most-active women, a ~30% risk reduction.

    “24% of the women in the least-active quartile showed cognitive decline, as compared to 17% of the women in the most-active quartile, a reduction in risk of cognitive decline of approximately 30%.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Yaffe et al. (2001) source
  • May combine two claims.

    Premisecitation
    § Human Fitness-Training Intervention Studies · p. 29

    In a randomized trial of 124 sedentary healthy older adults, aerobic training improved selective attention, response inhibition, and task switching compared to nonaerobic control.

    “Relative to participants in the nonaerobic control group, those in the aerobic-training group showed selective improvements in a number of aspects of cognition, including the ability to selectively process task-relevant information and ignore task-irrelevant information, the ability to abort a preprogrammed response, and the ability to rapidly switch between multiple tasks.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Kramer, Hahn, Cohen, et al. (1999) source
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § C. Hertzog et al. · p. 28

    The aerobic aspects of physical activity, better indexed by objective measures, may be more strongly related to preserved cognition than nonaerobic aspects.

    “it is conceivable that it is the aerobic aspects of the physical activities-which are more reliably indexed by the objective than self-report measures-that is more strongly related to spared cognition than is those activities' nonaerobic aspects.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Barnes et al. (2003) source
  • The quote only partly states this claim.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 32

    Voluntary running increased hippocampal BDNF gene expression in female rats, as previously reported in male animals.

    “voluntary running increased BDNF gene expression in the hippocampus.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Neeper et al., 1995 source
  • May combine two claims.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 32

    Estradiol administration restored estrogen to presurgical levels and increased voluntary running in ovariectomized rats.

    “the administration of estradiol increased estrogen to levels observed prior to surgery, and it increased voluntary running.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Berchtold, Kesslak, Pike, Adlard, and Cotman (2001) source
  • May combine two claims.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 31

    In running mice, dentate gyrus cell proliferation was related to better Morris water-maze performance and enhanced long-term potentiation.

    “cell proliferation in the dentate gyrus, the relatively narrow input structure to the hippocampus proper, was related to improved performance on the Morris water-maze task (a test of spatial learning and memory) and enhancement of long-term potentiation, a cellular model of learning and memory.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Van Praag, Kempermann, and Gage (1999) source
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 31

    Multiple lifestyle factors can interactively affect brain and cognition in old age, which may explain why studies with more women show larger exercise effects.

    “This interesting finding not only indicates that multiple lifestyle factors can have interactive effects on the brain and cognition in old age, but also may help explain the finding that studies with more female participants show larger effects of exercise.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Erickson et al. (2007)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationcitation
    § Animal Research on Fitness-Training Effects · p. 32

    BDNF can be influenced by estrogen and exercise separately and in combination, which may help explain gender effects on the exercise-cognition relationship in humans.

    “these data suggest that BDNF, an important neuroprotective molecule, can be influenced by estrogen and exercise both separately and in combination-which may help explain the within- and between-gender effects on the exercise-cognition relationship reported in the human literature.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Findings from animal models of exercise, neurogenesis, neurotrophic factors, and distress can be extrapolated to human cognitive aging.
  • May combine two claims.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 31

    Enriched environments produce increased dendritic branching, capillary development, new neurons from adult stem cells, enhanced learning and memory, and molecular and neurochemical changes.

    “The changes engendered by enriched environments include increased dendritic branching, capillary development, the development of new neurons from adult stem cells, enhanced learning and memory, as well as a cascade of molecular and neurochemical changes”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Kempermann et al., 1997, 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Rosenzweig & Bennett, 1996 source
    • cites Turner & Greenough, 1985 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 33

    More frequent contact with children and friends and satisfaction with these contacts were each related to reduced dementia risk.

    “more frequent contact with children and friends and being satisfied with these contacts were each related to reduced risk of dementia.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wang et al., 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Animal Research on Fitness-Training Effects · p. 31

    Exercise raises neurotrophic factors that are neuroprotective, promote cell and neuron growth, and produce synaptic plasticity.

    “exercise increases levels of neurotrophic factors that have been shown to be neuroprotective, to enhance cell and neuron growth, and to engender synaptic plasticity”
    Quote in the paperSubstantial claim0 of 2 sources checked
    • cites Lu, Pang, & Woo, 2005 source
    • cites Smith & Zigmond, 2003 source
  • May combine two claims.

    Premisecitation
    § Prospective and Retrospective Observational Studies · p. 26

    In Yaffe et al., walking distance was related to cognition but walking speed was not.

    “Interestingly while walking distance was related to cognition, walking speed was not.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Yaffe et al. (2001) source
  • May combine two claims.

    Premisecitation
    § CHRONIC PSYCHOLOGICAL DISTRESS · p. 34

    Stability more than change is the rule, with 6-year test-retest correlations approaching 1.0 in some studies.

    “stability more than change is the rule, with 6-year test-retest correlations approaching a perfect correlation of 1.0 in some studies”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Costa & McCrae, 1998

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 33

    A more recent study found no association between social-network size and dementia risk, but loneliness was related to increased dementia incidence after controlling for network size and social activity.

    “A more recent study found no association between social-network size and dementia risk, but feeling lonely was related to increased incidence of dementia even after controlling for social-network size and frequency of social activity”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wilson, Krueger, et al., 2007 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 33

    In the Berlin Aging Study, levels of participation in social activities predicted rate of decline in perceptual speed, but initial perceptual speed did not predict change in social-activity participation.

    “Levels of participation in social activities predicted the rate of decline in perceptual speed, but initial levels of perceptual speed did not predict change in social-activity participation.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Lo ¨ vde ´ n et al. (2005)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 33

    Midlife social engagement did not predict dementia, but a downward shift in engagement from midlife to old age was associated with higher dementia likelihood than consistently high engagement.

    “Midlife engagement did not predict dementia, but individuals who experienced a downward shift in engagement from midlife to old age were more likely to develop dementia than were those who had consistently high engagement.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Saczynski et al. (2006) source
  • May combine two claims.

    Premisecitation
    § CHRONIC PSYCHOLOGICAL DISTRESS · p. 34

    One study found high neuroticism associated with nearly tenfold increase in annual rate of episodic-memory decline compared to low, but unrelated to decline in other cognitive domains.

    “one study found a high level of neuroticism (solid line) to be associated with a nearly tenfold increase in annual rate of episodic-memory decline compared to a low level of the trait (dotted line) but to be unrelated to decline in other cognitive domains”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wilson, Evans, et al., 2003 source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 37

    Domain-specific memory self-efficacy measures were correlated with activities and with cognitive performance in Jopp and Hertzog's study.

    “their results indicated domain-specific measures of memory selfefficacy were correlated with activities and also with cognitive performance, as measured by a number of different intellectualability and memory tests.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Jopp and Hertzog (2007) source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 37

    Attitudes about aging and stereotypes about age-related cognitive decline could influence changes in perceived memory ability.

    “attitudes about aging and stereotypes about age-related decline in cognition could influence the changes in perceived memory ability.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § C. Hertzog et al. · p. 37

    Longitudinal changes in cognition could be associated with prior self-efficacy beliefs.

    “Such findings suggest that longitudinal changes in cognition could be associated with prior self-efficacy beliefs.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given
    § C. Hertzog et al. · p. 38

    No one has evaluated domain-specific beliefs about control over different kinds of activities and how those beliefs might change with age-associated disease or disability.

    “To our knowledge, no one has evaluated the domain-specific beliefs about control over different kinds of activities, and how those beliefs might change as a function of age-associated disease or disability.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationcitation
    § C. Hertzog et al. · p. 35

    Controlling for neuroticism substantially reduces the association of depressive symptoms with loss of cognition, supporting that depressive symptomatology predicts cognitive decline because it is a proxy for chronic psychological distress.

    “controlling for neuroticism substantially reduces the association of depressive symptoms with loss of cognition (Wilson, Schneider, et al., 2007), supporting the idea that depressive symptomatology predicts cognitive decline because it is a proxy for chronic psychological distress.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Wilson, Schneider, et al., 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 37

    Self-efficacy is grounded in the specific performance context being evaluated and is measured with context-specific scales.

    “Bandura and his colleagues emphasize that self-efficacy is grounded in the specific performance context one evaluates, and they measure self-efficacy with scales designed to assess the likelihood of achieving a goal in a particular context.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Bandura and his colleagues

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 35

    The weight of epidemiologic evidence supports an association between neuroticism and depressive symptomatology and cognitive decline and dementia.

    “Although the weight of epidemiologic evidence supports an association between neuroticism and depressive symptomatology on the one hand and cognitive decline and dementia on the other, the basis of the association is uncertain.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § C. Hertzog et al. · p. 37

    General self-efficacy beliefs were associated with self-reported activities in Timmer and Aartsen's study.

    “Timmer and Aartsen (2003) reported that general self-efficacy beliefs were associated with self-reported activities.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Timmer and Aartsen (2003) source
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 35

    In one autopsy study of more than 200 older people, neuroticism and depressive symptoms were not associated with amyloid plaques, neurofibrillary tangles, Lewy bodies, or cerebral infarction but were related to cognitive function and dementia proximate to death even after controlling for neuropathologic features.

    “measures of neuroticism and depressive symptoms were not associated with composite measures of amyloid plaques, neurofibrillary tangles, Lewy bodies, or cerebral infarction but were related to cognitive function and dementia proximate to death even after controlling for these neuropathologic features”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Wilson, Arnold, Schneider, Li, & Bennett, 2007

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • The quote only partly states this claim.

    Interpretationnone given
    § POSITIVE ATTITUDES AND BELIEFS · p. 36

    Evidence for positive effects of attitudes and beliefs on adult cognition is much more limited and spotty than evidence for negative factors.

    “The evidence for positive effects of attitudes and beliefs on adult cognition is much more limited and spotty.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 36

    These changes, when extreme, might be sufficient to cause dementia, but more likely they contribute to cognitive impairment and increase the likelihood that other age-related neuropathologies are clinically expressed as dementia.

    “These changes, when extreme, might actually be sufficient to cause dementia, but it is more likely that they contribute to cognitive impairment and thereby increase the likelihood that other common age-related neuropathologies are clinically expressed as dementia.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim. May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 37

    People high in self-efficacy tend to have low performance anxiety, use strategic efforts toward goals, and persist when facing adversity.

    “Bandura (1997) argues that persons high in self-efficacy are low in performance anxiety, are more strategic in their efforts to achieve goals, and are more persistent in goal pursuit when faced with adversity or complicating circumstances.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Bandura (1997)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 36

    Distress-related brain changes include reduced dendritic branching and synaptic density, downregulation of glucocorticoid receptors, reduced BDNF and TrkB receptor expression, and reduced dentate gyrus neurogenesis, with learning and memory impairments.

    “they include reduced dendritic branching and synaptic density, downregulation of glucocorticoid receptors, reduced expression of brain-derived neurotrophic factor and its tyrosine kinase B receptor, and reduced neurogenesis in the dentate gyrus, with accompanying impairments in learning and memory”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Herman, Adams, & Prewitt, 1995

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Magarinos & McEwen, 1995

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Radley et al., 2004 source
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 37

    Aging causes both memory changes and memory-belief changes, but changes in memory beliefs neither cause nor result from changes in memory.

    “growing older causes both changes in memory and changes in memory beliefs, but the changes in memory beliefs neither cause nor result from changes in memory.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 38

    Belief in personal control over memory was positively correlated with self-reported activities and with cognition in Jopp and Hertzog's study.

    “Jopp and Hertzog (2007) found that belief in personal control over memory was positively correlated with self-reported activities and with cognition.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Jopp and Hertzog (2007) source
  • May combine two claims. The quote only partly states this claim.

    Premisecitation
    § Multimodal Animal Research · p. 40

    In Milgram et al. (2005), both the antioxidant-diet and enriched-environment groups displayed benefits in learning and memory across discrimination tasks.

    “Both the antioxidant-diet and enriched-environment groups displayed a number of benefits in learning in memory”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Milgram et al. (2005)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisenone given
    § C. Hertzog et al. · p. 41

    Studies vary in the quality of their cognitive assessment, sample representativeness, and ability to control rival hypotheses.

    “studies vary in the quality of their assessment of cognition, the representativeness of their samples, and their ability to control for rival hypotheses.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § MULTIMODAL INFLUENCES ON COGNITION · p. 39

    A single-factor approach may miss the potential power of interactions for maintaining and enhancing cognition.

    “clearly a disadvantage of such an approach is that it may miss the potential power of interactions for maintaining and enhancing cognition.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given
    § MULTIMODAL INFLUENCES ON COGNITION · p. 39

    The great majority of laboratory studies of factors influencing cognitive function focus on single factors.

    “the great majority of laboratory studies of factors that influence the level and trajectories of cognitive function focus on single factors.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § C. Hertzog et al. · p. 38

    Research on resilience under stress suggests that maintaining positive affect and attitude in the face of adversity can help one adapt to negative life events.

    “Research on resilience under stress suggests that maintaining positive affect and attitude in the face of adversity can help one adapt to negative life events (Zautra, 2003).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Zautra, 2003

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S1 (asserted), S3 (load-bearing). May combine two claims.

    Premisecitation
    § C. Hertzog et al. · p. 38

    Theorists have argued that optimistic, agreeable, open, conscientious, positively motivated, and goal-directed individuals are more likely to experience successful aging, take opportunities, cope effectively, regulate emotions, and maintain well-being.

    “theorists have argued that individuals who are optimistic, agreeable, open to experience, conscientious, positively motivated, and goal-directed are more likely to experience successful aging, to take advantage of opportunities, to cope more effectively with life circumstances, to effectively regulate emotional reactions to events, and to maintain a sense of well-being and life satisfaction in the”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Aldwin, Spiro, & Park, 2006 source
    • cites Frederickson, 2001

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Segerstrom & Roach, 2008 source
  • May combine two claims.

    Premisecitation
    § Prospective Observational Studies · p. 39

    Participation in cognitive activities reduced the risk of Alzheimer's disease, while physical activities were unrelated to Alzheimer's disease development 4 years later.

    “Wilson and colleagues (Wilson, Mendes de Leon, et al., 2002; Wilson, Bennett, et al., 2002) reported that while participation in cognitive activities (such as reading, listening to the radio, playing games) reduced the risk of succumbing to Alzheimer's disease, participation in physical activities (such as jogging, gardening, bicycle riding, dancing) was unrelated to the development of Alzheimer's”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Wilson, Mendes de Leon, et al., 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Wilson, Bennett, et al., 2002

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

    • cites Verghese et al., 2006 source
  • May combine two claims.

    Premisecitation
    § Prospective Observational Studies · p. 39

    Physical activity at age 36 was associated with a slower decline in memory from ages 43 to 53, and this relationship was unchanged after adjusting for cognitive activities.

    “Richards et al. (2003) reported that physical activity at 36 years of age was associated with a slower rate of decline in memory from 43 to 53 years of age and that this relationship was unchanged after adjusting for cognitive activities.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Richards et al. (2003) source
  • May combine two claims.

    Premisecitation
    § Multimodal Animal Research · p. 40

    In Molteni et al. (2004), the regular-diet/exercise group showed the fastest spatial learning, followed by regular-diet/sedentary and high-fat/exercise groups, with the high-fat/sedentary group showing the poorest learning.

    “After two months of the interventions, the regular-diet/exercise group was found to show the fastest spatial learning on the Morris Water Maze task, followed by the regular-diet/sedentary and high-fat/exercise groups, with the high-fat/sedentary group showing the poorest learning.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Molteni et al. (2004)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § MULTIMODAL INFLUENCES ON COGNITION · p. 39

    Orthogonal examination of multiple factors and their interactions in separate groups can decompose the relative benefits of different factors and their mechanisms.

    “this approach also has the potential to decompose the relative benefits of different factors and their potential mechanisms.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § Prospective Observational Studies · p. 39

    Most leisure activities engage some combination of social, cognitive, and physical demands.

    “They argue that most leisure activities engage some combination of these three types of demands.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Karp and colleagues (2006)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § Prospective Observational Studies · p. 39

    The apparent superiority of cognitive activities could result from rare characterization of physical activities by intensity, frequency, and duration, different assessment periods, and unidimensional treatment of activities.

    “this could be the result of several factors, including the following: (a) Rarely are physical activities characterized in terms of intensity, frequency, and duration; (b) the period across which activities are assessed has been different for cognitive and physical activities; (c) with one exception, activities have been treated as unidimensional in nature.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Prospective Observational Studies · p. 39

    After adjusting for covariates, social, cognitive, and physical activities were each associated with a reduced risk for dementia.

    “After adjusting for a variety of covariates, social, cognitive, and physical activities were each found to be associated with a reduced risk for dementia.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Karp and colleagues (2006)

      Couldn’t be matched to a paper in Crossref, so it can’t be checked.

  • May combine two claims.

    Premisecitation
    § Human Intervention Studies · p. 40

    In Small et al. (2006), the healthy-lifestyle group showed improvements in verbal fluency and decreases in activation in the left dorsolateral prefrontal cortex.

    “Subjects in the healthy-lifestyle group, which included a healthy diet, physical exercise, relaxation training, and memory training, showed improvements in verbal fluency and decreases in activation in the left dorsolateral prefrontal cortex as assessed via positron emission tomography.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Small et al. (2006) source
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisecitation
    § SUMMARY: WHAT WE KNOW · p. 42

    More evidence is needed to cement the case for enrichment effects.

    “We certainly agree with Salthouse (2006) that more evidence is needed to cement the case for enrichment effects”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Salthouse (2006) source
  • May combine two claims.

    Premisereasoning
    § SUMMARY: WHAT WE KNOW · p. 41

    Exercise and environmental enrichment lead to cell proliferation in critical central nervous system areas, including the dentate gyrus of the hippocampus, and promote angiogenesis, synaptic growth, increased neurotrophins, and other neural plasticity.

    “Exercise and environmental enrichment lead to cell proliferation in critical areas of the central nervous system (CNS), including the dentate gyrus of the hippocampus, but they also promote a variety of positive changes in CNS function, including angiogenesis, synaptic growth, increased production of neurotrophins, and other forms of neural plasticity.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given
    § SUMMARY: WHAT WE KNOW · p. 41

    Longitudinal evidence suggesting benefits of an intellectually engaged lifestyle may be the most controversial because enrichment effect sizes tend to be small.

    “The longitudinal evidence suggesting benefits of an intellectually engaged lifestyle may be the most controversial, because enrichment effect sizes tend to be small”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § SUMMARY: WHAT WE KNOW · p. 41

    Variables such as social isolation, neuroticism, and adverse stress reactions are risk factors for cognitive decline and incipient dementia in old age.

    “It is also clear that a variety of variables, such as social isolation, neuroticism, and adverse stress reactions are risk factors for cognitive decline and incipient dementia in old age.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SUMMARY: WHAT WE KNOW · p. 41

    The hypothesis of exercise-induced cognitive-enrichment effects is supported by longitudinal studies of predictors of cognitive decline and dementia incidence, and by short-term intervention studies in human and animal populations.

    “The hypothesis of exercise-induced cognitive-enrichment effects is supported by longitudinal studies of predictors of cognitive decline and incidence of dementia, but also by short-term intervention studies in human and animal populations.”
    Quote in the paperSubstantial claim
    • Rests on an assumption: Findings from animal models of enriched environments and exercise generalize to human cognitive aging.
  • May combine two claims.

    Interpretationnone given
    § Measurement of Activities · p. 43

    Latent-variable models can handle random measurement error, but when different activity facets come from the same questionnaire, the latent variable still contains systematic measurement-error variance.

    “Latent-variable models can address the problem of random measurement error, but any model assessing different facets of activity from the same questionnaire inevitably includes systematic measurement-error variance in the latent variable.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationreasoning
    § SUMMARY: WHAT WE KNOW · p. 42

    The current evidence is sufficiently strong to warrant a discussion of the implications of cognitive-enrichment effects for public policy.

    “our view is that the current evidence is sufficiently strong to warrant a discussion of the implications of cognitive-enrichment effects for public policy.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SUMMARY: WHAT WE KNOW · p. 41

    Exercise-intervention work suggests relatively general cognitive benefits of aerobic exercise but indicates that tasks requiring executive functioning, working memory, and attentional control are most likely to benefit.

    “The exercise-intervention work suggest relatively general cognitive benefits of aerobic exercise but indicates that cognitive tasks that require executive functioning, working memory, and attentional control are most likely to benefit.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § RESEARCH AGENDA · p. 42

    Activities including exercise or physical activity, intellectual engagement, and social engagement have shown promise in reducing cognitive decline, delaying onset of age-associated neurodegenerative diseases, or enhancing aspects of cognition in older adults.

    “a number of activities including exercise or physical activity, intellectual engagement, and social engagement have shown promise in either reducing cognitive decline, delaying the onset of age-associated neurodegenerative diseases, or enhancing aspects of cognition in older adults.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § SUMMARY: WHAT WE KNOW · p. 42

    Salthouse et al. (2002) found Age-Activity interactions for crystallized intelligence but dismissed them as acculturation effects not paralleled in fluid intelligence and working memory.

    “Salthouse et al. (2002) actually found Age -Activity interactions for crystallized intelligence but dismissed them as acculturation effects that were not paralleled in measures of fluid intelligence, working memory, and the like.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Salthouse et al. (2002) source
  • May combine two claims.

    Premisecitation
    § SUMMARY: WHAT WE KNOW · p. 42

    Self-report measures are subject to concerns about construct validity and contaminating influences of social desirability and self-enhancement effects.

    “We agree that they are subject to concerns about construct validity and contaminating influences of social desirability and self-enhancement effects.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).

    Premisereasoning
    § RESEARCH AGENDA · p. 42

    The extant research literature raises important theoretical and practical questions that provide the basis for a future research agenda.

    “the extant research literature raises a number of important theoretical and practical questions that provide the basis for a future research agenda.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given
    § SUMMARY: WHAT WE KNOW · p. 42

    Actual cognition in real-life contexts is critically dependent on knowledge and experience.

    “actual cognition in real-life contexts is critically dependent on knowledge and experience.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Premisereasoning
    § SUMMARY: WHAT WE KNOW · p. 41

    The literature on cognitive enrichment is far from definitive.

    “The literature is far from definitive, which is no surprise given the inherent difficulties in empirically testing the enrichment hypothesis.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § SUMMARY: WHAT WE KNOW · p. 41

    There is a strong and sound empirical basis for arguing that a variety of factors, including intellectually and mentally stimulating activities, both slow rates of cognitive aging and enhance levels of cognitive functioning in later life.

    “we believe there is a strong and sound empirical basis for arguing that a variety of factors, including engaging in intellectually and mentally stimulating activities, both (a) slow rates of cognitive aging and (b) enhance levels of cognitive functioning in later life.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 41

    Recent studies have persuaded the authors that training cognitive- and metacognitive-control strategies produces transfer effects and is encouraging as an intervention for cognitive enrichment.

    “Recent studies have persuaded us that training cognitive- and metacognitive-control strategies produces transfer effects and are thus encouraging as interventions for cognitive enrichment.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Premisenone given
    § C. Hertzog et al. · p. 41

    Until recently, one would have concluded that the training literature indicates minimal transfer beyond the specific cognitive construct targeted by training.

    “Until recently, one would have concluded that the training literature indicates minimal transfer beyond the specific kinds of cognitive construct that is the target of training.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationreasoning
    § Long-Term Follow-Up Studies of Maintenance · p. 46

    For physical exercise, continuing benefits can only be expected in those who keep exercising, and the same may hold for mental exercise.

    “With respect to physical exercise, one could only expect continuing benefits in those who continue to exercise, and the same may be true of mental exercise as well.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § C. Hertzog et al. · p. 47

    In humans, performance and brain activity on analogous tasks can be assessed to establish mechanistic connections to animal models.

    “In humans, performance and brain activity on analogous tasks can be assessed to establish mechanistic connections to animal models.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Interpretationnone given
    § C. Hertzog et al. · p. 47

    The core of the cognitive-enrichment hypothesis is longitudinal, proposing beneficial effects of earlier lifestyle choices and affordances on late-life outcomes.

    “Finally, as emphasized throughout this monograph, the core of the cognitive-enrichment hypothesis is longitudinal, positing beneficial effects of earlier lifestyle choices and affordances on late-life outcomes.”
    Quote in the paperSubstantial claim
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § Encouraging Successful Aging Through Cognitive Enrichment · p. 47

    There is no single magic pill or one-shot vaccine that protects an individual against cognitive decline in old age.

    “There is no magic pill or no one-shot vaccine that inoculates the individual against the possibility of cognitive decline in old age.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Long-Term Follow-Up Studies of Maintenance · p. 46

    Salthouse (2006) argued that benefits of mental-exercise interventions can only be evaluated with very-long-term follow-up showing sustained benefits, and that positive short-term results should not be overgeneralized.

    “Salthouse (2006) has claimed that one can only evaluate the benefits of mental-exercise-program interventions with verylong-term follow-up studies that show sustained and continuing benefits; one should not overgeneralize from positive results in short-term interventions.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Salthouse, 2006 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given
    § C. Hertzog et al. · p. 47

    Molecular, genetic, and histological techniques that are unethical in humans can be used in animals to identify the chemical and anatomical substrates of enrichment effects.

    “Molecular, genetic, and histological techniques that are unethical in human populations can be used in animals to delineate the chemical and anatomical substrates of enrichment effects.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § Encouraging Successful Aging Through Cognitive Enrichment · p. 47

    Any reduction in or deferral of the need for assisted living, however small, would improve personal well-being and reduce health-care costs at individual and societal levels.

    “Note, also, that any reduction in or deferral of the need for assisted living, however small, would improve personal well-being and reduce health-care costs at individual and societal levels.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Parametric Studies of Predictors of Training Benefit · p. 45

    An inoculation approach would be ineffective for physical-exercise interventions.

    “It seems obvious that this approach would be ineffective with physical-exercise interventions.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Long-Term Follow-Up Studies of Maintenance · p. 46

    Cross-sectional designs cannot easily separate cohort effects or determine whether interventions have meaningful long-term effects on cognitive maintenance and enhancement.

    “While such designs provide valuable insights into the strategies for cognitive enhancement, they cannot easily disambiguate cohort effects or address whether intervention strategies have meaningful long-term effects on cognitive maintenance and enhancement.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § C. Hertzog et al. · p. 44

    Longitudinal panel designs do not measure people around critical life events, so they cannot capture changes before, during, and after events that may affect psychological function and activity patterns.

    “Such designs do not assess people in a way that is directly linked to the timing of critical events, so that they are measured before, during, and after critical life events (e.g., coronary infarctions, major illnesses, death of a spouse, falls, new caregiving requirements) that may have major impact on psychological function and that may lead to major changes in activity patterns and cognition.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based).

    Interpretationnone given
    § The Marketing of Cognitive Enrichment · p. 47

    General claims that using a computer training program, game, or certain puzzles will enhance brain function are difficult to prove or disprove.

    “General claims that using a computer training program or game or solving certain kinds of puzzles will lead to enhanced brain function are difficult to prove or disprove.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Parametric Studies of Predictors of Training Benefit · p. 45

    A massive exercise-training program without sustained change in exercise behavior will have little long-term benefit.

    “A massive exercisetraining program without a sustained change in exercise behavior will have little long-term benefit.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationreasoning
    § Encouraging Successful Aging Through Cognitive Enrichment · p. 47

    Cognitive enrichment effects accrue when an active, engaged person includes enhancing activities as part of a larger lifestyle.

    “We believe that cognitive enrichment effects accrue when an active, engaged person includes enhancing activities as part of a larger lifestyle.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Encouraging Successful Aging Through Cognitive Enrichment · p. 47

    Such a lifestyle may attenuate cognitive decline in late adulthood and old age, extend independent living, and postpone the onset of a dementing illness.

    “Specifically, such a lifestyle may attenuate cognitive decline in late adulthood and old age, extend the ability to lead an independent life, and postpone the onset of a dementing illness.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § Parametric Studies of Predictors of Training Benefit · p. 45

    Physical exercise can only provide benefit in the largest sense when it becomes a regular and frequent part of a person's lifestyle.

    “Physical exercise can only provide benefit, in the largest sense, when it has become a regular and frequent event that is part of the lifestyle of an individual.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationnone given
    § Cautionary Notes · p. 48

    The limits of cognitive-enrichment interventions are unknown because they have not yet been tested.

    “We do not know what the limits on interventions are, because those limits have not yet been tested.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § Cautionary Notes · p. 48

    Society is proceeding as if the case on cognitive enrichment is closed, and public policy needs to recognize and address that reality.

    “However, our society is proceeding forward as if the case is closed, and public policy will need to understand that reality and attend to it.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing), S4 (based). May combine two claims.

    Interpretationnone given
    § The Marketing of Cognitive Enrichment · p. 47

    Obtaining this information requires experiments with random assignment to treatment and control groups and an adequate sample description.

    “Arriving at this information requires experiments with random assignment to treatment and control groups, and an adequate sample description.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given
    § Design and Technology for Older Adults · p. 48

    Developing technologically supportive and enriching environments can raise privacy issues and concerns about loss of autonomy and personal control.

    “At the same time, development of technologically supportive and enriching environments can raise privacy issues, as well as concerns about whether well-intentioned support and service provision would also involve loss of autonomy and personal control.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationnone given
    § Cautionary Notes · p. 48

    There is enough evidence favoring cognitive-enrichment effects to encourage dialogues about policy and practice.

    “There is sufficient evidence favoring cognitiveenrichment effects to encourage these kinds of dialogues.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.

    Interpretationnone given
    § CONCLUSION · p. 49

    Advances in psychological science can make important contributions to improving the quality of life of long-living older adults, in part by empirically demonstrating that attitudes and behaviors can promote cognitive functioning in old age and by showing how behavioral interventions can contribute to optimizing successful aging.

    “advances in psychological science can make important contributions to improving the quality of life of longliving older adults, in part by empirically demonstrating that attitudes and behaviors can promote cognitive functioning in old age and, more generally, by showing how behavioral interventions can contribute to optimizing successful aging.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § C. Hertzog et al. · p. 49

    Wellness practices that increase longevity and vitality can do so only on a probabilistic basis.

    “wellness practices that increase longevity and vitality can do so only on a probabilistic basis.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Interpretationnone given
    § The Marketing of Cognitive Enrichment · p. 47

    There is a parallel between this emerging market and alternative medicine, including failed attempts by the U.S. Food and Drug Administration to regulate marketing of herbal supplements and vitamins.

    “There is undoubtedly a parallel in this emerging part of the market to alternative medicine, a history that includes failed attempts by the U.S. Food and Drug Administration to regulate the marketing of herbal supplements and vitamins.”
    Quote in the paperNot a substantial claim
235 of 235
  • The authors state this as an assumption.

    Individuals possess at least some plasticity, this plasticity can be influenced by multiple factors, and its upper limits change with age.

    “it is useful to assume that individuals have at least some degree of plasticity, that is, potential for improvement (or decline); that this plasticity can be influenced by a number of factors; and that plasticity has upper limits that change with age.”
  • The authors state this as an assumption.

    The lower limit of the zone of possible development excludes acute pathological insult or traumatic incidents that harm cognition.

    “The lower limit as drawn in Figure 1 assumes that we are ruling out acute pathological insult or traumatic incidents that harm cognition (e.g., brain injury following an automobile accident).”
  • The authors state this as an assumption.

    The lower limit assumes a representative set of causal influences on cognition operating without producing cognitive enrichment.

    “it depicts an expected minimal level of function for this individual across the life course, assuming a representative set of causal influences on cognition are operating, but in a manner that produces no cognitive enrichment.”
  • The authors state this as an assumption.

    Cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain.

    “Our treatment of the issue assumes that cognitive function is influenced by the extent to which individuals develop relevant knowledge and expertise for and in a given cognitive domain”
  • The authors state this as an assumption.

    Individuals' neurobiological status is influenced by their social context and personal behavior, and vice versa.

    “Another aspect of our perspective is the assumption that individuals' neurobiological status is influenced by their social context and personal behavior, and vice versa (e.g., Baltes, Reuter-Lorenz, &amp; Ro ¨sler, 2006; Cacioppo, 2002; Li &amp; Lindenberger, 2002).”
  • The paper relies on this without support.

    Findings from animal models of exercise, neurogenesis, neurotrophic factors, and distress can be extrapolated to human cognitive aging.

    “Extrapolating the animal data to the situation in humans, Kempermann (2008) proposes that”
    “That this animal research may have relevance to humans is suggested by studies of persons with psychiatric conditions characterized by very high levels of psychological distress.”
  • The paper relies on this without support.

    Findings from animal models of enriched environments and exercise generalize to human cognitive aging.

    “The exercise-intervention studies and animal population studies provide strong corroborative evidence for enrichment effects for social and physical activities.”
  • The paper relies on this without support.

    Self-report measures of activity validly index the relevant cognitive, physical, and social engagement for testing enrichment effects.

    “One influence limiting the magnitude of effect sizes is the typical use of somewhat crude self-report measures of activities that do not scale intellectual challenge or aerobic-exercise benefits in ways that validly measure individual differences in challenge and potential benefit.”
  • The paper relies on this without support.

    Biological aging mechanisms that influence brain functioning can only be delayed, not prevented, at least at present.

    “Moreover, at least at the present time, biological-aging mechanisms that influence brain functioning can only be delayed, not prevented.”
  • The paper relies on this without support.

    A wide range of variables can lead to cognitive decline.

    “A wide range of variables can lead to cognitive decline”
  • The paper relies on this without support.

    Physical activity can delay the onset of cognitive loss associated with dementia and normal aging.

    “For instance, physical activity can delay the onset of cognitive loss associated with dementia and normal aging.”
11 of 11

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • Some process-based interventions, mainly from the domain of EF, have resulted in very promising widespread transfer across the lifespan.

    “Some process-based interventions, mainly from the domain of EF, have resulted in very promising widespread transfer across the lifespan (Hertzog et al., 2008; Karbach and Schubert, 2013; Kray and Ferdinand, 2013; Titz and Karbach, 2014), suggesting that process-based training might be more efficient than strategy-based interventions.”

    From Executive control training from middle childhood to adolescence (2014) · cites this paper as Hertzog et al., 2008

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

Each contradiction between two passages listed here was confirmed by an independent check.

  • Sturman study has conflicting publication years

    Minor

    The text cites the Sturman study as a 2006 publication, but its reference entry dates it to 2005.

  • Scarmeas study has conflicting publication years

    Minor

    The in-text citation gives 2001 for the Scarmeas, Albert, Manly, and Stern study, whereas the matching reference entry gives 2006.

  • Conflicting claims about adjustment for cognitive activity

    Minor

    The same discussion says the physical-activity association persisted after adjustment for cognitive activities, then says it was no longer significant after that adjustment. This reverses the stated interpretation of the result.

3 of 3

Cites

Flagged first, then by citations

Research works printed but not linked: 30

  1. Arvanitakis Z., 2006, Journal of Nutrition Health & Aging, 10, 287
  2. Carlson M.C., Colcombe S.J., Kramer A.F., Mielke M., Fried L.P. (2006). Exploring effects of experience corps on neurocognitive function. Paper presented at the Cognitive Aging Conference, Atlanta, GA .
  3. Cherry K.E., 1999, Journal of Clinical Gerontology, 5, 159
  4. Chopra D., 2001, Grow younger, live longer: 10 steps to reverse aging
  5. Cohen J., 1988, Statistical power analysis for the social sciences
  6. Costa P.T., 1992, Revised NEO personality inventory (NEO-PI-R) and NEO five-factor inventory (NEO-FFI) professional manual
  7. Cotman C.W., 1995, Synaptic plasticity
  8. Dellenbach M., 2008, Aging, Neuropsychology, and Cognition, 27, 6
  9. Dunlosky J., 2005, Cognitive Technology, 10, 4
  10. Eysenck H.J., 1968, Manual of the Eysenck Personality Inventory
  11. Fries J.F., 1981, Vitality and aging
  12. Frost R., 1920, Mountain interval
  13. Hertzog C., 1996, Handbook of the psychology of aging, 24
  14. Hertzog C., Cognition in aging: Methodologies and applications
  15. Kausler D.H., 1994, Learning and memory in normal aging
  16. Langer E.J., 1989, Mindfulness
  17. Li S.-C., Imaging the aging brain
  18. Lindenberger U., 2006, Neuroscience and Biobehavioral Reviews, 30, 10.1016/j.neubiorev.2006.06.006 · DOI
  19. Martin L.G., 1994, The demography of aging
  20. Molenaar P.C.M., Current Directions in Psychological Research
  21. Nesselroade J.R., 1991, Visions of aesthetics, the environment and development: The legacy of Joachim Wohlwill, 213
  22. Raz N., 2000, Handbook of aging and cognition, 1
  23. Ribot T., 1882, Diseases of memory
  24. Rogers W.A., 1994, Journal of Experimental Psychology, 20, 710
  25. Salthouse T.A., 1991, Towards a general theory of expertise: Prospects and limits, 286
  26. Schneider B., 2000, Handbook of aging and cognition, 155
  27. 10.1093/geronj/48.5.P233 · DOI
  28. Tetens J.N., 1777, Philosophische Versuche über die menschliche Natur und ihre Entwicklung (Philosophical essays on human nature and its development)
  29. Willis S.L., 1996, Handbook of the psychology of aging, 287
  30. Wilson R.S., 2004, Journal of Neurology: Neurosurgery & Psychiatry, 75, 126

Cited by

Sorted by citations

Authors
Hertzog, C., Kramer, A. F., Wilson, R. S., & Lindenberger, U.
Affiliations
  • Georgia Institute of Technology (US)
  • University of Illinois Urbana-Champaign (US)
  • Rush University Medical Center (US)
  • Max Planck Institute for Human Development (DE)
Venue
Psychological Science in the Public Interest
Published
2008-10
Volume
9
Issue
1
Pages
1-65
ISSN
  • 1539-6053 (ISSN-L)
  • 1529-1006
OpenAlex
W2115123524
Cited by
1,495
References
601
Citations by year
2026: 85 · 2025: 92 · 2024: 101 · 2023: 71 · 2022: 86 · 2021: 87 · 2020: 82 · 2019: 94 · 2018: 95 · 2017: 121 · 2016: 101 · 2015: 81 · 2014: 87 · 2013: 96 · 2012: 74
FWCI
50.47
Type
journal article
Language
en
Open access
Locations
  • Gothic.net (publishedVersion)
  • PubMed (publishedVersion)
  • Max Planck Institute for Plasma Physics (submittedVersion)
  • Max Planck Digital Library (submittedVersion, other-oa)
  • MPG.PuRe (Max Planck Society) (submittedVersion, other-oa)
Topics
  • Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
Keywords
cognitive enrichment, cognitive aging, older adults, cognitive training, transfer of training, neuroplasticity, intellectual engagement, physical activity, social engagement, cognitive reserve, Alzheimer's disease risk, cognitive decline, executive function, video games, task switching, divided attention, knowledge and expertise, adult cognitive development, cognitive plasticity

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-06.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-06.

Cited sources are checked by gpt-6-sol.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

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