Effects of Cognitive Training Interventions With Older Adults: A Randomized Controlled Trial
Open accessAbstract
CONTEXT: Cognitive function in older adults is related to independent living and need for care. However, few studies have addressed whether improving cognitive functions might have short- or long-term effects on activities related to living independently. OBJECTIVE: To evaluate whether 3 cognitive training interventions improve mental abilities and daily functioning in older, independent-living adults. DESIGN: Randomized, controlled, single-blind trial with recruitment conducted from March 1998 to October 1999 and 2-year follow-up through December 2001. SETTING AND PARTICIPANTS: Volunteer sample of 2832 persons aged 65 to 94 years recruited from senior housing, community centers, and hospital/clinics in 6 metropolitan areas in the United States. INTERVENTIONS: Participants were randomly assigned to 1 of 4 groups: 10-session group training for memory (verbal episodic memory; n = 711), or reasoning (ability to solve problems that follow a serial pattern; n = 705), or speed of processing (visual search and identification; n = 712); or a no-contact control group (n = 704). For the 3 treatment groups, 4-session booster training was offered to a 60% random sample 11 months later. MAIN OUTCOME MEASURES: Cognitive function and cognitively demanding everyday functioning. RESULTS: Thirty participants were incorrectly randomized and were excluded from the analysis. Each intervention improved the targeted cognitive ability compared with baseline, durable to 2 years (P<.001 for all). Eighty-seven percent of speed-, 74% of reasoning-, and 26% of memory-trained participants demonstrated reliable cognitive improvement immediately after the intervention period. Booster training enhanced training gains in speed (P<.001) and reasoning (P<.001) interventions (speed booster, 92%; no booster, 68%; reasoning booster, 72%; no booster, 49%), which were maintained at 2-year follow-up (P<.001 for both). No training effects on everyday functioning were detected at 2 years. CONCLUSIONS: Results support the effectiveness and durability of the cognitive training interventions in improving targeted cognitive abilities. Training effects were of a magnitude equivalent to the amount of decline expected in elderly persons without dementia over 7- to 14-year intervals. Because of minimal functional decline across all groups, longer follow-up is likely required to observe training effects on everyday function.
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- Findingown data
Most participants stayed functionally independent throughout the 24-month observation period.
“the vast majority of this sample remained functionally independent over the course of the 24-month observation period.”
Quote in the paperNot a substantial claim - Findingown data
The interventions showed no detectable effect on daily functioning at two years.
“No training effects on everyday functioning were detected at 2 years.”
- Also stated in: § COMMENT · hedged
“It did not, however, demonstrate the generalization of such interventions to everyday performance, at least in the initial 2 years.”
Quote in the paperSubstantial claim - Also stated in: § COMMENT · hedged
- Findingown data
Reasoning and speed booster sessions given shortly before A1 yielded significantly better cognitive performance.
“boosters for reasoning and speed training administered shortly before A1 produced significantly better performance.”
Quote in the paperSubstantial claim - Findingown data
Secondary analyses showed large immediate gains on cognitive outcomes from the interventions.
“secondary analyses indicated large immediate intervention gains on the cognitive outcomes.”
Quote in the paperSubstantial claim - Findingown data
The memory booster had no detectable effect on the memory proximal composite.
“No effect was detected for memory booster on the memory proximal composite.”
Quote in the paperSubstantial claim
- Findingown data
Compared with no booster, reasoning booster participants performed marginally better on the functioning composite at A1.
“participants randomized to reasoning booster performed marginally better on the functioning composite at A1 (P<.10).”
Quote in the paperNot a substantial claim - Findingown data
Reasoning and speed booster effects were larger at A1 than at A2.
“The impact of reasoning and speed booster training was greater at A1 than at A2.”
Quote in the paperNot a substantial claim - Findingown data
A high percentage of trained participants showed reliable improvement on cognitive abilities.
“Furthermore, a very high percentage of trained participants achieved reliable improvement on the cognitive abilities”
Quote in the paperSubstantial claim - Findingown data
These retest effects appeared across study intervals.
“and these re-test effects were evident across study intervals.”
Quote in the paperSubstantial claim - Findingown data
For the IADL and ADL measures, observed decline rates were significantly below established population norms.
“However, for the crucial everyday measures of IADL and ADL performance, the observed decline rates were significantly below established population norms.”
Quote in the paperSubstantial claim - Findingreasoning
Practice effects on the daily function composites were particularly notable.
“Particularly notable were practice effects on the daily function composites.”
Quote in the paperSubstantial claim - Findingown data
On the daily functional composite, 43% of participants were at ceiling and had no room for improvement, based on baseline performance within 1 SEM of the best value.
“the proportion of participants functioning at ceiling levels (ie, 43% had no room for improvement, as indicated by baseline performance within 1 SEM of the “best” value) on the daily functional composite”
Quote in the paperSubstantial claim - Findingcitation
About five hours of practice on cognitive tests at each assessment produced retest effects in the control group.
“the approximately 5 hours of practice on cognitive tests at each assessment occasion resulted in retest effects for the control group.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [57]
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- Findingown data
The control group did not decline functionally over the two-year follow-up.
“and the control group's lack of functional decline over the 2-year follow-up period.”
Quote in the paperSubstantial claim - Findingreasoning
About 25% of control participants showed reliable gain on cognitive and functional composites because of practice effects.
“Approximately 25% of control participants showed reliable gain on cognitive and functional composites as a result of practice effects”
Quote in the paperSubstantial claim - Findingown data
Most subjects were not yet impaired in the domains targeted by training.
“most of our subjects were not yet impaired in the domains of training.”
Quote in the paperSubstantial claim - Findingnone given
The control group showed evidence of strong practice or retest effects.
“the evidence of strong practice or retest effects in the control group”
Quote in the paperSubstantial claim - Findingreasoning
A significant segment of trained individuals had better cognitive skills than controls through two years.
“a significant segment of trained individuals went forward through 2 years of life with better cognitive skills than did the controls.”
Quote in the paperSubstantial claim - Premisecitation
Sustained engagement in cognitively stimulating activities affects neural structure in older humans and rodents.
“sustained engagement in cognitively stimulating activities has been found to impact neural structure in both older humans and rodents.[4][5][6]”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [4][5][6]
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- Premisecitation
A growing body of research supports that late-life intellectual stimulation protects against incident dementia.
“A growing body of research supports the protective effects of late-life intellectual stimulation on incident dementia.2,3”
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- cites [3]
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- Premisecitation
The three cognitive interventions had previously been found successful in improving cognitive abilities under laboratory or small-scale field conditions.
“These interventions previously had been found successful in improving cognitive abilities under laboratory or small-scale field conditions.8- 16”
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- Premisecitation
Different types of cognitive training programs have large and durable effects on cognitive functioning of older adults, even in advanced old age.
“different types of cognitive training programs have large and durable effects on the cognitive functioning of older adults, even in advanced old age.[8][9][10][11][12][13][14][15]”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8][9][10][11][12][13][14][15]
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- Interpretationcitation
Training effects were equivalent in magnitude to the decline expected in elderly persons without dementia over 7- to 14-year intervals.
“Training effects were of a magnitude equivalent to the amount of decline expected in elderly persons without dementia over 7-to 14year intervals.”
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- cites [54]
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- Interpretationown data
Because functional decline was minimal across all groups, longer follow-up is likely needed to observe training effects on everyday function.
“Because of minimal functional decline across all groups, longer follow-up is likely required to observe training effects on everyday function.”
Quote in the paperSubstantial claim - Interpretationnone given
Immediate posttest effect sizes for cognitive abilities largely agree with earlier research.
“The effect sizes for the cognitive abilities at immediate posttest are for the most part consistent with previous research.”
Quote in the paperNot a substantial claim - Premisecitation
Speed declines by about 0.16 SD over two years.
“decline for speed has been reported to be approximately 0.16 SD over 2 years.8”
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- Interpretationcitation
The memory training effect of 0.25 SD was similar to the expected 7-year decline in elderly people without dementia.
“memory training effects (0.25 SD) were comparable with the expected decline over a 7-year interval in elderly persons without dementia.53-55”
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- Interpretationcitation
The immediate reasoning training effect of 0.48 SD was similar to the 14-year decline reported in elderly people without dementia.
“Thus, immediate reasoning training effects (0.48 SD) were comparable with the amount of decline reported to occur in elderly persons without dementia over a 14-year interval.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53]
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- Premisecitation
In older adults without dementia, speed decline has been reported at about 0.16 SD over two years.
“decline for speed has been reported to be approximately 0.16 SD over 2 years.8”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8]
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- Premisecitation
Memory ability declines by roughly 0.25 SD over a 6- or 7-year interval.
“decline in memory ability has been reported to be approximately 0.25 SD over a 6-or 7-year interval.”
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- Interpretationreasoning
The study focused on intact individuals whose future decline rates were likely to match or be lower than those of the general elderly population.
“the study focused instead on intact individuals whose future decline rates were likely to mimic or be less than rates for the general elderly population.”
Quote in the paperSubstantial claim - Study design and conductown data
Insufficient sample size was ruled out as an explanation for the small functional-outcome effect sizes observed to date.
“Insufficient sample size was ruled out as an explanation for the small effect sizes to date on the functional outcomes.”
Quote in the paperSubstantial claim - Study design and conductreasoning
The tests of training effects were conservative relative to prior cognitive aging research.
“Of further note, the tests of training effects were conservative compared with those used in prior cognitive aging research.”
Quote in the paperSubstantial claim- Rests on an assumption: Prior cognitive training research did not use intention-to-treat analyses and excluded participants who dropped out or were noncompliant.
- Rests on an assumption: Prior research did not use samples diverse in education and ethnicity.
- Study design and conductown data
The study had sufficient power to detect an effect size of 0.20 at 95% power with a sample of 2832.
“The study was sufficiently powered to detect an effect size of 0.20 at 95% power with a sample of 2832.56”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [56]
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- Interpretationreasoning
Compared with prior work, the training effects on cognitive abilities in this study are strong.
“Thus, relative to prior work, training effects on cognitive abilities in this study are strong.”
Quote in the paperSubstantial claim - Study design and conductnone given
Individuals with existing functional or cognitive decline were carefully screened out.
“individuals with extant functional or cognitive decline were carefully screened out”
Quote in the paperSubstantial claim - Interpretationreasoning
Improved cognitive function could not be expected to improve intact everyday abilities over a two-year period.
“Thus, improved cognitive function could not be expected to improve intact everyday abilities over a 2-year period.”
Quote in the paperSubstantial claim - Interpretationreasoning
Baseline ceiling effects on cognitive measures explain why most other participants did not show reliable improvement.
“and ceiling effects at baseline on the cognitive measures explain lack of reliable improvement for most others.”
Quote in the paperSubstantial claim - Premisecitation
Prior longitudinal research indicates that age-related decline occurs later for cognitively demanding everyday functioning tasks than for the basic abilities targeted by training.
“Prior longitudinal research on cognitively demanding measures of everyday functioning indicates that agerelated decline occurs later for these tasks than for the more basic abilities that were the focus of training.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58]
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- Interpretationreasoning
These large retest effects contributed to ceiling-level performance across groups, preventing demonstration of additional training gain.
“These large retest effects contributed to ceiling-level performance across groups that precluded demonstration of additional gain as a result of training.”
Quote in the paperSubstantial claim - Study design and conductreasoning
Under the same assumptions, there was 90% power to detect booster training effects.
“Based on these same assumptions, there was 90% power to detect booster training effects.”
Quote in the paperSubstantial claim - Interpretationreasoning
The ceiling effects in everyday functional abilities do not reflect poor measurement choices.
“With respect to ceiling effects in everyday functional abilities, this finding does not reflect poor measurement choices”
Quote in the paperSubstantial claim - Interpretationreasoning
Most participants would be expected to show high competence on self- and household-care tasks if they continued to live independently in the community, as they did at enrollment.
“rather, one would expect that most participants would show high levels of competence on these self-and household-care tasks if they continue to reside independently in the community, as was true at enrollment.”
Quote in the paperSubstantial claim - Premisecitation
Prior cognitive intervention research has shown large retest or practice effects.
“Consistent with prior cognitive intervention research showing large re-test or practice effects, 57”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [57]
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- May combine two claims. 25
- The quote only partly states this claim. 1
- Classified as probably not a substantial claim. 10
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Findingown dataACTIVE training's net effect on functional outcome composites was generally small, mostly under 0.10, and not significantly different from zero at A1 or A2.
“These effects were generally small on the effect-size scale-most were below 0.10-and did not differ significantly from zero at A1 or A2.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown data87% of speed-trained, 74% of reasoning-trained, and 26% of memory-trained participants showed reliable cognitive improvement immediately after the intervention.
“Eighty-seven percent of speed-, 74% of reasoning-, and 26% of memorytrained participants demonstrated reliable cognitive improvement immediately after the intervention period.”
- Also stated in: § RESULTS · boosted
“Eighty-seven percent of speedtrained, 74% of reasoning-trained, and 26% of memory-trained participants demonstrated reliable improvement on the pertinent cognitive composite immediately following intervention.”
Quote in the paperSubstantial claim- Also stated in: § RESULTS · boosted
May combine two claims.
Findingown dataThe ADL decline rate was 6% at 12 months and 8% at 24 months.
“a relatively low ADL decline rate (defined as ≥2 points on the summary measure) of 6% was observed at 12 months, with a modest increase to 8% at 24 months.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataBooster sessions increased the gains from speed and reasoning training, and those gains persisted at the two-year follow-up.
“Booster training enhanced training gains in speed (P<.001) and reasoning (P<.001) interventions (speed booster, 92%; no booster, 68%; reasoning booster, 72%; no booster, 49%), which were maintained at 2-year follow-up (P<.001 for both).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataEvery intervention produced improvement on the cognitive ability it targeted relative to baseline, with effects lasting two years.
“Each intervention improved the targeted cognitive ability compared with baseline, durable to 2 years (P<.001 for all).”
- Also stated in: § RESULTS · plain
“Each training program produced an immediate effect on its corresponding cognitive ability.”
- Also stated in: § COMMENT · boosted
“Overall, this large-scale study demonstrated that cognitive interventions helped normal elderly individuals to perform better on multiple measures of the specific cognitive ability for which they were trained.”
Quote in the paperSubstantial claim- Also stated in: § RESULTS · plain
May combine two claims.
Findingown dataCompared with no booster, speed booster participants performed significantly better at A1 on functioning and everyday speed composites and marginally better at A2.
“participants randomized to speed booster performed significandy better at A1 on the functioning and everyday speed composites (P<.05), and marginally better at A2 (P<.10).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the proportion showing reliable gain in the trained domain, booster effects appeared for speed (boost 92%, no boost 68%, control 32%) and reasoning (boost 72%, no boost 49%, control 31%).
“booster effects occurred for the speed conditions (boost, 92%; no boost, 68%; control, 32%) and the reasoning conditions (boost, 72%; no boost, 49%; control, 31%).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA similar share of control participants improved, and the control group's reliable retest gain rate stayed fairly stable across intervals.
“a comparable proportion of control participants also improved, and the proportion of control participants exhibiting reliable retest gain remained fairly constant across study intervals.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataCognitive effects persisted from baseline to A2, especially among boosted participants (79% speed boost vs 37% controls; 57% reasoning boost vs 35% controls).
“cognitive effects were maintained from baseline to A2, particularly for boosted participants (79% [speed boost] vs37% [controls]; 57% [reasoning boost] vs 35% [controls]).”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationThe immediate speed training effect was 1.46 SD, roughly nine times the expected two-year decline in older adults without dementia.
“Immediate speed training effects (1.46 SD) were therefore 9 times greater than the expected decline over a 2-year interval in elderly persons without dementia.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8]
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Findingown dataTraining effects on proximal composites declined over time but remained statistically significant through 24 months.
“Although training impact on the proximal composites decreased over time, it remained statistically significant, attesting to the durability of the intervention training effects.”
- Also stated in: § COMMENT · boosted
“In summary, it is clear that proximal training effects occurred, that they continued (albeit at lower levels) through 24 months”
Quote in the paperSubstantial claim- Also stated in: § COMMENT · boosted
May combine two claims.
Findingown dataAt 12 months, 25% of participants had a 2-point or greater drop on the 36-point IADL scale; by 24 months, 28% had this small increase in dependency.
“At 12 months, only 25% of participants experienced a 2-point or greater drop in the 36-point IADL scale, while by 24 months 28% had experienced this small increase in dependency.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOn the 30-point ADL performance scale, 6% were more dependent at 12 months and 8% at 24 months.
“For the 30-point ADL performance scale, 6% were more dependent at 12 months and 8% at 24 months.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationLimited education is a risk factor for dementia.
“limited education has been found to be a risk factor for dementia.7”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [7]
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PremisecitationNearly half of community-dwelling adults aged 60 and older report concern about declining mental abilities.
“Nearly half of community-dwelling persons aged 60 years and older express concern about declining mental abilities.1”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [1]
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Study design and conductown dataThe analytic sample consisted of 2802 participants randomized by the New England Research Institutes using a concealed system.
“The analytic sample consists of 2802 participants randomized by the New England Research Institutes with a concealed system.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe ACTIVE trial was randomized, controlled, single-blind, and used a four-group design with a no-contact control and three intervention groups.
“The ACTIVE trial was sponsored by the National Institute on Aging and the National Institute of Nursing Research, and was randomized, controlled, and single-blind, using a 4group design, including a no-contact control group and 3 intervention groups (memory training, reasoning training, or speed-of-processing training).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataBooster training was provided to a random subsample in each intervention group.
“Booster training was provided to a random sub sample in each intervention group.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenAssessors were blinded to participants' intervention assignment.
“Assessors were blinded to participant intervention assignment.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenIntention-to-treat analyses were used.
“Intention-to-treat analyses were used.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataMissing data were imputed using multiple imputation procedures and the analysis was repeated to determine whether selective attrition influenced trial results.
“Then, to determine if selective attrition influenced the trial results, missing data were imputed using multiple imputation procedures, 46 and the analysis was repeated.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductnone givenTraining exposure and social contact were standardized across interventions so each intervention served as a contact control for the other two.
“Training exposure and social contact were standardized across interventions so that each intervention served as a contact control for the other 2 interventions.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataCovariate-adjusted analyses showed a similar overall pattern, with effect sizes universally higher after adjustment.
“While effect sizes were universally higher after adjusting for age, sex, education, visual function, and mental status, the overall pattern of results was the same and is not presented here.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductreasoningACTIVE advanced on earlier studies by using a multisite randomized controlled design, a large diverse sample, common multisite protocols, and by assessing primary outcomes and long-term transfer to daily activities.
“the ACTIVE trial improved on previous studies in that it used a multisite, randomized, controlled design; included a large, diverse sample; used common multisite intervention protocols; and examined primary outcomes as well as long-term transfer effects to everyday activities.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe effect sizes match or exceed longitudinal decline reported previously, which suggests the interventions may reverse age-related decline.
“these effect sizes are comparable with or greater than the amount of longitudinal decline that has been reported in previous studies (Table 5), suggesting that these interventions have the potential to reverse age-related decline.”
Quote in the paperSubstantial claim0 of 3 sources checked- cites [53]
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Study design and conductown dataImputed-data analyses produced the same outcomes, indicating selective attrition did not affect the trial results.
“Similarly, analyses of imputed data sets did not differ in outcomes, suggesting that the trial results were not influenced by selective attrition.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataEighty-nine percent completed at least eight training sessions, and 80% of the sample remained at the two-year follow-up.
“Eighty-nine percent of participants completed treatment (≥8 training sessions), and 80% of the sample was retained at the 2-year follow-up, despite the advanced age of the cohort.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationIn elderly people without dementia, reasoning ability declines by about 0.22 SD over 7 years (ages 67-74) and 0.42 SD over 14 years (ages 67-81).
“age-related decline for reasoning ability in samples of elderly persons without dementia has been found to be on the order of 0.22 SD over a 7-year interval (ages 67-74 years) and to increase to 0.42 SD over a 14-year interval (ages 67-81 years).53”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [53]
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InterpretationreasoningThe lack of transfer to real-world outcomes is not especially surprising.
“The absence of transfer to real-world outcomes is not particularly surprising.”
Quote in the paperNot a substantial claim- Rests on an assumption: Several decades of cognitive science research show that transfer from cognitive training to real-world outcomes is difficult to obtain.
May combine two claims.
Study design and conductown dataWith more than 80% retention over two years and no differential loss between treatment and control, the study should have had sufficient power to detect a significant cognitive-training effect on functional outcomes.
“Given that we retained more than 80% of the initial sample over the 2-year follow-up period and found no differential loss across treatment and control conditions, there should have been sufficient power to detect a significant effect of the cognitive training on the functional outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductcitationPower calculations used six Bonferroni-corrected two-sided comparisons, an overall alpha of .05, a baseline-to-follow-up correlation of 0.7 from pilot data, and an 80% completion rate.
“Power calculations were based on 6 Bonferroni corrected, 2-sided comparisons with an overall a level of .05, a correlation of 0.7 between baseline and follow-up (based on pilot data), and an 80% completion rate.17”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17]
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PremisecitationReliable age-related decline on everyday problem-solving tasks does not occur until the mid-seventies, while reasoning and memory declines typically occur in the mid-sixties.
“Reliable age-related decline on everyday problem-solving tasks has been shown not to occur until individuals are in their mid seventies, whereas declines on basic abilities such as reasoning and memory typically occur in their mid sixties.58”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [58]
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The paper relies on this without support.
Many cognitive abilities and processes are linked to functional status, need for care, and quality of life.
“Although there is substantial evidence that many cognitive abilities and processes are related to measures of functional status, need for care, and quality of life”
The paper relies on this without support.
Few studies have tested whether improving cognition affects short- or long-term activities needed for independent living.
“few studies have addressed whether improving cognitive functions might have shortor long-term effects on activities related to living independently.”
The paper relies on this without support.
Neural plasticity persists throughout life.
“neural plasticity endures across the lifespan”
The paper relies on this without support.
Environmental cognitive stimulation is a key predictor of improving and maintaining cognitive functioning, even in old age.
“cognitive stimulation in the environment is an important predictor of enhancement and maintenance of cognitive functioning, even in old age.”
The paper relies on this without support.
Earlier cognitive training studies in older adults often gave little attention to suitable control groups, participant representativeness or heterogeneity, generalizability beyond specific laboratories, or adherence to training protocols.
“prior cognitive training studies with older adults have often paid relatively little attention to the use of appropriate control groups, the representativeness or heterogeneity of participants, the generalizability of training findings beyond particular laboratories, or adherence of participants to training protocols.”
The paper relies on this without support.
The wider effects of training on daily functioning in older adults have largely not been studied.
“the broader implications of training on daily functioning in older adults, for the most part, have not been studied.”
The paper relies on this without support.
Prior cognitive interventions, especially memory training, have not demonstrated two-year durability.
“since prior interventions (especially memory) have not shown 2-year durability.”
The paper relies on this without support.
Prior cognitive training research did not use intention-to-treat analyses and excluded participants who dropped out or were noncompliant.
“prior cognitive training research has not used intention-to-treat analyses, instead excluding participants who dropped out or were noncompliant.”
The paper relies on this without support.
Prior research did not use samples diverse in education and ethnicity.
“In addition, prior research has not used diverse samples in terms of education and ethnicity.”
The paper relies on this without support.
Several decades of cognitive science research show that transfer from cognitive training to real-world outcomes is difficult to obtain.
“In addition to several decades of cognitive science research demonstrating the difficulty of obtaining such transfer”
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?
The ACTIVE study found that cognitive training groups demonstrated improvements on trained tasks which remained over time and evidence of transfer to functional tasks.
“The Advanced Cognitive Training in Vital Elderly (ACTIVE) study examined the longitudinal effects of cognitive training in 2,832 older adults [10]. Cognitive training groups demonstrated improvements on trained tasks which remained over time and evidence of transfer to functional tasks [10–12].”
From Primary outcome from the augmenting cognitive training in older adults study (ACT): A tDCS and cognitive training randomized clinical trial (2023) · cites this paper as [10]
The Results and Comment sections support lasting improvements in the trained cognitive abilities. But the Abstract states that no training effects on everyday functioning were detected at two years, and the Comment explicitly describes an absence of transfer to real-world outcomes. The claim’s assertion of evidence of transfer to functional tasks is therefore contrary to this paper’s finding; page numbers were not supplied in our copy. (LLM, conf=0.89)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredWhen 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).”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Ball et al., 2002
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 measuredIndividuals 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.”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Ball et al., 2002
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 measuredTraining skills for one ability has generally not been found to improve performance on other abilities.
“That is, training of skills relevant for one ability has not generally been found to improve performance on other abilities (e.g., Ball et al., 2002).”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Ball et al., 2002
The Comment section reports that training improved multiple measures of the specific cognitive ability trained, which supports the claim’s emphasis on ability-specific gains. It reports no generalization to everyday performance over two years, but does not establish the broader claim that training one ability generally fails to improve other cognitive abilities. (LLM, conf=0.81)
Experimental — accuracy not yet measuredMental stimulation and cognitive training improve memory in older adults.
“Findings showing that mental stimulation and cognitive training improve memory in older adults43,44 have led to the development of several memory apps and computer games.”
From Brain health consequences of digital technology use (2020) · cites this paper as [43]
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.”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Ball et al., 2002
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).”
From Enrichment Effects on Adult Cognitive Development: Can the Functional Capacity of Older Adults Be Preserved and Enhanced? (2008) · cites this paper as Ball et al., 2002
Computerized cognitive training is a recognized way to enhance cognition in healthy older adults.
“CCT is an established method to improve cognitive functioning in older healthy adults47, 48”
From State of the Science of Neural Systems in Late‐Life Depression: Impact on Clinical Presentation and Treatment Outcome (2018) · cites this paper as [47]
Cognitive training research with older adults indicates lifelong neuroplasticity and improvement in functions like processing speed, perceptual reasoning, and memory.
“cognitive training studies of older adults suggest lifelong neuroplasticity and ability to improve key neurocognitive functions such as processing speed, perceptual reasoning, and memory (Ball et al., 2002).”
From Improving Outcomes for Youth with ADHD: A Conceptual Framework for Combined Neurocognitive and Skill-Based Treatment Approaches (2014) · cites this paper as Ball et al., 2002
Lifestyle interventions using physical exercise and diet attenuate declines in physical function and health, and interventions aimed at slowing or preventing age-related decline in thinking and memory skills also hold promise for improving physical function.
“While lifestyle interventions using physical exercise and diet have been found to attenuate declines in physical function and health, interventions aimed at slowing or preventing age-related decline in thinking and memory skills also hold promise for improving physical function.(Ball, Berch, Helmers, Jobe, Leveck, Marsiske, Morris, Rebok, Smith, Tennstedt, Unverzagt, and Willis 2002;Ball and Ows”
From Successful aging: Advancing the science of physical independence in older adults (2015) · cites this paper as Ball, Berch, Helmers, Jobe, Leveck, Marsiske, Morris, Rebok, Smith, Tennstedt, Unverzagt, and Willis 2002
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.
Total eligible count excludes participants later described as eligible
MinorThe results state that 2,832 people were eligible, but later identify 1,263 eligible people who were not randomized in addition to 2,802 who were randomized. Those two groups alone total 4,065 eligible people.
“A total of 2832 persons were eligible, 905 (18.1%) were ineligible, and 1263 (25.3%) refused (either directly or passively by not coming to any appointments) prior to randomization.”
“Potential participants who were eligible and randomized (n=2802) were comparable with the group that was eligible and not randomized (n=1263).”
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Self-citationACTIVE cognitive training and rates of incident dementia
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Self-citation
- Authors
- Ball, K., Berch, D. B., Helmers, K. F., Jobe, J. B., Leveck, M. D., Marsiske, M., Morris, J. N., Rebok, G. W., Smith, D. M., Tennstedt, S. L., Unverzagt, F. W., Willis, S. L., & for the ACTIVE Study Group
- Affiliations
- University of Alabama at Birmingham (US)
- National Institutes of Health (US)
- University of Florida (US)
- Johns Hopkins University (US)
- Indiana University Bloomington (US)
- New England Research Institutes (US)
- Pennsylvania State University (US)
- ORCID
- Venue
- JAMA
- Publisher
- American Medical Association (AMA)
- Published
- 2002-11-13
- Volume
- 288
- Issue
- 18
- Pages
- 2271
- ISSN
- 0002-9955 (ISSN-L)
- 0098-7484
- PMC
- PMC2916176
- OpenAlex
- W2118104542
- Cited by
- 2,049
- References
- 52
- Citations by year
- 2026: 49 · 2025: 70 · 2024: 67 · 2023: 70 · 2022: 76 · 2021: 85 · 2020: 90 · 2019: 112 · 2018: 98 · 2017: 107 · 2016: 106 · 2015: 129 · 2014: 140 · 2013: 119 · 2012: 116
- FWCI
- 17.56
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- JAMA (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- IUScholarWorks (Indiana University) (submittedVersion)
- Funders
- Boston College
- Georgia Institute of Technology
- Johns Hopkins University (AG14282, AG14260, AG14263, AG014276, NR04507, U01 AG14260, NR04508)
- Case Western Reserve University
- University of South Carolina
- New England Research Institutes (AG14282, AG14260, U01 AG14282, NR04508, AG14263, AG014276, NR04507)
- School of Medicine, Indiana University ((U01 NR04508), NR04508)
- National Institute on Aging (AG14263, U01 AG14282, U01AG014260, U01 AG 14263, U01AG14260, AG014276, U01-AG14289, NR04508, U01AG014289, U01AG014263, AG14260, U01AG014276, NR04507, AG14282, U01AG014282)
- National Institute of Nursing Research (U01NR004507, NR04508, U01NR04507, U01NR004508, AG14263, AG014276, U01 NR04508, NR04507)
- Topics
- Health Sciences › Medicine › Psychiatry and Mental health › Dementia and Cognitive Impairment Research
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Functions and Memory
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- cognitive training, older adults, independent living, memory training, reasoning training, processing speed, booster training, daily functioning, cognitive decline, verbal episodic memory
- MeSH terms
- Activities of Daily Living, Aged, Aged, 80 and over, Cognition, Humans, Memory, Mental Processes, Psychological Tests, Cognitive Behavioral Therapy, Single-Blind Method, Treatment Outcome
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.
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