Cited by 110Cognitive Abilities and TestingAging and Gerontology ResearchIntergenerational and Educational Inequality Studies

An Historical Framework for Cohort Differences in Intelligence

Open access
Schaie, K. Warner, Willis, Sherry L., Pennak, Sara·2005·Research in Human Development

Abstract

This article reviews key issues regarding the controversy on the direction and magnitude of cohort differences in intelligence. Data from the Seattle Longitudinal Study (SLS) illustrate why differences must be studied across multiple cohorts and multiple chronological ages. Differential cohort patterns for multiple dimensions of intelligence are described. A conceptual framework is suggested for the identification of historical influences important for developmental study of cohort differences.

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Written from the paper’s full text.

TL;DR

This review uses Seattle Longitudinal Study (SLS) data to argue that cohort differences in intelligence are more complex than the Flynn effect: gains occur for some abilities and historical periods but not others, and must be studied across multiple cohorts and ages. It proposes a Bronfenbrenner-derived historical framework emphasizing education, work, and macrosocial events as mechanisms.

Key findings

  • SLS data broadly support the Flynn effect for some abilities: inductive reasoning increased by approximately ½ SD from birth cohort 1931 to 1952, while number ability showed a negative trend and verbal and number ability differences were more modest.
  • Across 13 cohorts (median birth years 1889–1973), both positive and negative cohort trends appeared: verbal meaning and inductive reasoning showed substantial positive gains, with cohort differences (1889–1952) for verbal ability equivalent to inductive reasoning until the 1959 cohort, when the verbal gradient began to decline.
  • Number ability rose up to about the 1910 cohort, then plateaued and shifted negatively, with the 1924 cohort exceeding both earlier and later cohorts; word fluency showed a concave pattern, negative until the 1938 cohort and improving thereafter.
  • Educational attainment increased by an average of 5½ years over the period studied, with a greater increase of 1 year for men; average school-year length was 140 days for Cohort 2 versus 170 and 180 days for Cohorts 6 and 10, and daily attendance was about 65% versus 85% and 90%, respectively.

Methods

  • Review and conceptual article using SLS data; SLS includes seven cross-sectional data collections from 1956 to 1998 in 7-year intervals, covering ages 22–70 initially and later 22–84, with thirteen 7-year birth cohorts (median birth years 1889–1973).
  • Cohort differences were estimated by comparing successive cohorts over common ages, using average unweighted mean differences; cumulative cohort differences were computed over an 84-year time frame, and trajectories were illustrated for three cohorts (Cohorts 2, 6, and 10) using successive independent random samples.
  • The conceptual framework adapts Bronfenbrenner’s ChronoSystem, ExoSystem, and MesoSystem across developmental phases to identify historical influences on cohort differences.

Limitations

  • Stated: the SLS analysis is restricted in cross-national comparisons and focuses specifically on historical contexts affecting the United States; broader political and cultural changes are beyond the article’s scope.
  • Evident: the authors note that estimated cohort effects are confounded with period effects, and the historical mechanisms discussed are illustrative rather than causally tested.

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

Integrity signals

Registry

Crossref · 10.1080/15427609.2005.9683344

Cites

49 of 49 references verified0 citation errors · 0 not checkable

Statistics

Nothing to recompute.

Claims the paper makes

0 of 68 cited sources checked · 0 supported · 0 flagged

  • Findingcitation
    § Abstract

    The magnitude of total cohort gain in years of education found in the SLS (birth cohorts 1889-1973) is quite comparable to that reported for national representative samples.

    “Although the SLS sample has the advantage in level of education, the magnitude of total cohort gain in years of education found in the SLS (birth cohorts 1889–1973) is quite comparable to that reported for national representative samples.”
    Quote in the paperNot a substantial claim
  • Findingnone given
    § Abstract

    The magnitude of cohort gain appears to have been greater in the early 1900s than that cited for the post-World War II cohorts.

    “The magnitude of cohort gain appears to have been greater in the early 1900s than that cited for the post-World War II cohorts.”
    Quote in the paperSubstantial claim
  • Findingnone given
    § Abstract

    Positive, negative, and curvilinear cohort trends have been observed.

    “In addition, positive, negative, and curvilinear cohort trends have been observed.”
    Quote in the paperSubstantial claim
  • Findingown data
    § Abstract

    With respect to the purest measures of both fluid and crystallized intelligence, the trends in the SLS data broadly support the Flynn effect.

    “With respect to the purest measures of both fluid and crystallized intelligence, the trends in the SLS data broadly support the Flynn effect.”
    Quote in the paperSubstantial claim
  • Findingown data
    § Abstract

    The magnitude of cohort gains (at least for verbal meaning and inductive reasoning) was much greater for cohorts born in the early 1900s than for the cohorts cited in the Flynn effect.

    “Moreover, although considerable attention has been given to the massive IQ gains for the post-World War II 1950 cohorts, the SLS data suggest that the magnitude of cohort gains (at least for verbal meaning and inductive reasoning) were much greater for the cohorts born in the early 1900s than for the cohorts cited in the Flynn effect.”
    Quote in the paperSubstantial claim
  • May combine two claims. 49
  • The quote only partly states this claim. 1
  • Classified as probably not a substantial claim. 49
  • May combine two claims.

    Findingown data
    § Abstract

    Number ability exhibits a negative trend, which is much more pronounced when examined across a broader range of cohorts.

    “In fact, number ability exhibits a negative trend, which, as we show, is much more pronounced when examined across a broader range of cohorts.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    Cohort differences (1889-1952) for verbal ability are of equivalent magnitude to those for inductive reasoning until the 1959 cohort, when the gradient began to decline for verbal meaning.

    “Indeed, the cohort differences (1889–1952) for verbal ability are of equivalent magnitude to that for inductive reasoning until the 1959 cohort, which is when the gradient began to decline for verbal meaning.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    SLS data indicate systematic and substantial positive advances in cohort level for both crystallized ability (verbal meaning) and fluid abilities (spatial orientation and inductive reasoning).

    “In contrast to the conclusions that would be drawn from data cited for the Flynn effect, these data indicate that there are systematic and substantial positive advances in cohort level for both crystallized ability (verbal meaning) and fluid abilities (spatial orientation and inductive reasoning).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    Over the Baby Boomer cohorts (1945-1966), there has been a positive linear trend for inductive reasoning, a negative trend for number, and a plateau for verbal ability.

    “For example, over the Baby Boomer cohorts (1945–1966), there has been a positive linear trend for inductive reasoning, a negative trend for number, and a plateau for verbal ability.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    Word fluency shows a concave pattern: a negative cohort trend prevails until the 1938 cohort, but improvement occurs for subsequent cohorts.

    “Word fluency, by contrast, shows a concave pattern. A negative cohort trend prevails until the 1938 cohort, but improvement occurs for subsequent cohorts.”
    Quote in the paperSubstantial claim
  • The quote only partly states this claim.

    Findingown data
    § Abstract

    A similar trend of deceleration in educational gains is shown in the SLS data.

    “A similar trend is shown in the SLS data in Figure 3.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    In old age, there are far more substantial differences in level between Cohorts 2 and 6, and a substantial difference in slope, particularly for verbal meaning, favoring the later born cohort.

    “Far more substantial differences in level are found in old age between Cohorts 2 and 6, but now there is also a substantial difference in slope, particularly for verbal meaning, favoring the later born cohort.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    For word fluency, earlier cohorts have a slight advantage over later born ones, but beginning with the cohort born in 1945, there are successive positive cohort differences.

    “For this ability, then, earlier cohorts have a slight advantage over the later born ones; but beginning with the cohort born in 1945, there are also successive positive cohort differences for this ability.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    The trajectories for the three sample cohorts reflect overall cohort differences in level and demonstrate that trajectories differ by ability as well as by life stage.

    “The trajectories for the three sample cohorts, first of all, reflect the overall cohort differences in level, but they also demonstrate that the trajectories differ by ability as well as by life stage.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingreasoning
    § Abstract

    The 1924 cohort exceeds both earlier and later born cohorts; the youngest cohorts are currently at a disadvantage compared with older cohorts.

    “The 1924 cohort exceed both earlier and later born cohorts; the youngest cohorts are, therefore, currently at a disadvantage when compared with the older cohorts.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    In midlife, there is little difference between Cohorts 6 and 10 on verbal meaning but a modest systematic gain for Cohort 10 on inductive reasoning.

    “Thus, in midlife, there is little difference between Cohorts 6 and 10 on verbal meaning but a modest systematic gain for Cohort 10 on inductive reasoning.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingown data
    § Abstract

    The SLS shows marked increase in educational attainment for subsequent cohorts, resulting in an average increase of 51⁄2 years over the period studied, with a greater increase of 1 year for men.

    “And, indeed, our own studies show marked increase in educational attainment for subsequent cohorts, resulting in an average increase of 5½ years over the period studied, with a greater increase of 1 year for men (see Figure 3).”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    Number ability shows positive cohort differences up to about the 1910 cohort, then a plateau followed by a negative shift indicating successive lowering of performance level.

    “Number ability shows positive cohort differences up to about the 1910 cohort. But then there is a plateau followed by a negative shift that indicates a successive lowering of performance level.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingcitation
    § Abstract

    Current cohorts may be peaking intellectually at later ages or maintaining their peak level of functioning until a later chronological age.

    “There is strong suggestive evidence that current cohorts may be peaking at later ages or maintaining their peak level of functioning until a later chronological age (Schaie, 2005).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Schaie, 2005 source
  • May combine two claims.

    Findingnone given
    § Abstract

    Perhaps the largest difference between Cohorts 2 and 6 is the dramatic increase in educational attainment, which is accompanied by marked cohort differences at comparable ages for both verbal ability and inductive reasoning skills.

    “Perhaps the largest difference between our Cohorts 2 and 6 is the dramatic increase in educational attainment, which is accompanied by marked cohort differences at comparable ages for both verbal ability and inductive reasoning skills.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    There have been dramatic changes in the level of occupational pursuits, associated with structural changes in the labor market, but also requiring acquisition of educational skills commonly associated with upward socioeconomic mobility.

    “We also noted dramatic changes in the level of occupational pursuits, associated with structural changes in the labor market, but also requiring acquisition of educational skills commonly associated with upward socioeconomic mobility.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Findingnone given
    § Abstract

    Cohort differences in intelligence were even more dramatic for cohorts born prior to those studied by Flynn, but they have diminished in subsequent cohorts.

    “We pointed out, however, that cohort differences in intelligence were even more dramatic for cohorts born prior to those studied by Flynn, but they have diminished in subsequent cohorts.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Findingnone given
    § Abstract

    Another major change for the latter cohort is the increase of women in the workforce, accompanied by an increase in their educational levels (now similar to their male peers).

    “Another major change for the latter cohort is the increase of women in the workforce, accompanied by an increase in their educational levels (now similar to their male peers).”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § Abstract

    These transitions are usually defined by a circumscribed relatively brief time period during which they occur.

    “Also, these transitions are usually defined by a circumscribed relatively brief time period during which they occur.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Two types of life transitions have been distinguished in the psychological and sociological literatures: normative and nonnormative.

    “Two types of transitions have been distinguished in the psychological and sociological literatures (Baltes, 1979; Riley et al., 1972): normative (school entry, puberty, work entry, marriage, child bearing, and retirement) and nonnormative (death or severe illness, divorce, and winning the lottery).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Baltes, 1979
    • cites Riley et al., 1972

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

  • May combine two claims.

    Study design and conductnone given
    § Abstract

    Cohort effects estimated by comparing successive cohorts over common age ranges are confounded with period effects, but if a series of cohort differences are computed across the same time period, each estimate will be equally affected.

    “The cohort effects estimated in this manner will, of course, be confounded with period effects, but if a series of cohort differences are computed across the same time period, each estimate will be equally affected.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    The data reported by Flynn and others are insufficient to determine whether massive IQ gains are unique to a specific historical period and the post-World War II cohort or indicate long-term societal or evolutionary change, because the range of cohorts examined is limited.

    “The data reported by Flynn and others are insufficient to address this question given the limited range of cohorts examined.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Flynn, 1987 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Interpretationnone given
    § Abstract

    Sampling with replacement may be problematic if the population frame changes over time.

    “On the other hand, sampling with replacement may be problematic if the population frame changes over time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    Intergenerational differences in schooling peaked among men born shortly after World War I and decelerated across more recent cohorts.

    “Hauser and Featherman (1976) noted that intergenerational differences in schooling peaked among men born shortly after World War I and that a deceleration has occurred across more recent cohorts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser and Featherman (1976) source
  • May combine two claims.

    Interpretationcitation
    § Abstract

    The negative cohort effects on verbal ability reported by Alwin may be due to confusing cohort effects with aging, treating the relationship between age and verbal ability as linear rather than curvilinear.

    “The negative cohort effects on verbal ability reported by Alwin (1991) may be due to confusing cohort effects with aging, treating the relationship between age and verbal ability as linear rather than curvilinear (Wilson & Gove, 1999).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Alwin (1991) source
    • cites Wilson & Gove, 1999 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    The impact of historical or sociocultural life-course events on individual development has been an important focus of work by social psychologists such as Elder, Stewart, and Helson and Moane.

    “The impact of such historical or sociocultural life-course events on individual development has been an important focus of the work of social psychologists such as Elder (1974), Stewart (2003), and, to some extent, Helson and Moane (1987).”
    Quote in the paperNot a substantial claim0 of 3 sources checked
    • cites Elder (1974)

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

    • cites Stewart (2003) source
    • cites Helson and Moane (1987) source
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    Performance on psychometric markers of fluid ability can be improved through educational procedures, although their basic information-processing components might not be affected.

    “Hence, performance on psychometric markers of fluid ability can be improved through educational procedures, although their basic information-processing components might not be affected.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    Fluid abilities as measured by psychometric tests, as well as crystallized abilities, are significantly impacted by environmental influences.

    “there is a large body of literature indicating that fluid abilities (as measured by psychometric tests) as well as crystallized abilities are significantly impacted by environmental influences.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationnone given
    § Abstract

    The lack of comparable chronological ages across cohorts is a critical issue in evaluating cohort differences and has been seriously abused in prior studies.

    “The issue of the lack of comparable chronological ages across cohorts is, in particular, a critical one in evaluating cohort differences and a criterion that has been seriously abused in prior studies.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    The same test items may not mark the construct equally well in all cohorts because content becomes obsolete.

    “That is, the same test items may not mark the construct equally well in all cohorts; content becomes obsolete.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Significant others in an individual's life change across the life course, progressing from parents to spouses and extended family, friends, and colleagues.

    “As Kahn and Antonucci’s (1980) model of convoys of social support suggest, the significant others in the individual’s life would be expected to change across the life course, progressing from parents to spouses and extended family, friends, and colleagues.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kahn and Antonucci’s (1980)
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    Each of the four criteria proposed in the literature for evaluating IQ gain data is problematic.

    “As research in the SLS and other cohort-sequential studies have shown, each of these criteria is problematic.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationcitation
    § Abstract

    Direct comparison of different cohorts at one point in time confounds cohort with age effects, whereas comparison of cohorts at the same age but different points in time confounds cohort and period effects.

    “That is, the direct comparison of different cohorts at one point in time confounds cohort with age effects, whereas comparison of cohorts at the same age but different points in time confound cohort and period effects (cf. Ryder, 1965; Schaie, 1965; Wilson & Gove, 1999).”
    Quote in the paperSubstantial claim0 of 3 sources checked
    • cites Ryder, 1965 source
    • cites Schaie, 1965 source
    • cites Wilson & Gove, 1999 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given
    § Abstract

    These life transitions are usually specific to a particular life domain, although there may be spillover to other domains.

    “These transitions are usually specific to a particular life domain (e.g., marriage or work) although there may be spillover to other domains.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    The recent debate on cohort differences in intelligence has been too narrow because it examined a limited range of birth cohorts and often studied cohort differences nondevelopmentally at only a single chronological age.

    “We then use Seattle Longitudinal Study (SLS) data to illustrate how the recent debate has been too narrow due to the limited range of birth cohorts examined and because cohort differences are often studied nondevelopmentally by considering only a single chronological age.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationreasoning
    § Abstract

    The difficulty level of specific test items may shift markedly across cohorts and time.

    “Also, the difficulty level of specific test items may shift markedly across cohorts and time.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning
    § Abstract

    The data used to compare trajectories of different cohorts come from successive independent random samples of each of the three cohorts and are unbiased with respect to attrition and/or retest effects.

    “The appropriate data to be used for comparison of the trajectories of different cohort come from successive independent random samples of each of the three cohorts. These data are thus unbiased with respect to attrition and/or retest effects.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Study design and conductreasoning
    § Abstract

    Given the seven waves of the SLS, cohort differences for cohorts entering early can be compared at as many as six different ages, whereas the most recently entered cohort can be compared only at the one age at which it was measured.

    “Given the seven waves of the SLS, this means that cohort differences for those cohorts entering the study at an early stage can be compared at as many as six different ages, whereas the most recently entered cohort can be compared only at the one age at which it was measured.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    The average length of the school year for Cohort 2 was 140 days compared with 170 days and 180 days for Cohorts 6 and 10, respectively.

    “The average length of the school year for Cohort 2 was 140 days compared with 170 days and 180 days for Cohorts 6 and 10, respectively.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites U.S. Department of Education, National Center for Education Statistics, 2002

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

  • May combine two claims.

    Premisecitation
    § Abstract

    State legislation on the length of the school year and compulsory school attendance passed during the same period impacted not only the proportion of children in school but the intensity of the educational experience.

    “State legislation on the length of the school year and compulsory school attendance passed during the same period impacted not only the proportion of children in school but the intensity of the educational experience.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites U.S. Department of Education, National Center for Education Statistics, 2002

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

  • May combine two claims.

    Interpretationreasoning
    § Abstract

    The declining influence of social background reflects changes both in the variance of the social background characteristics and in their effects on schooling.

    “The declining influence of social background reflects changes both in the variance of the social background characteristics and in their effects on schooling.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    Both father's education and occupation status have increased across cohorts, whereas the number of siblings has decreased.

    “Both father’s education and occupation status have increased across cohorts, whereas the number of siblings has decreased.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.

    Premisecitation
    § Abstract

    Changes in the characteristics of populations will, in turn, change the social structures that have produced these changes; hence, we experience an interactive process that requires continuous monitoring and study.

    “A final caution: As Riley (1972) taught us, changes in the characteristics of populations will, in turn, change the social structures that have produced these changes; hence, we experience an interactive process that requires continuous monitoring and study.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Riley (1972)

      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
    § Abstract

    Sampson and Laub (1996) reported that GI Bill training as well as in-service schooling enhanced subsequent occupational status, job stability, and economic well being, independent of childhood differences and socioeconomic background.

    “Sampson and Laub (1996) reported that GI Bill training as well as in-service schooling enhanced subsequent occupational status, job stability, and economic well being, independent of childhood differences and socioeconomic background.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Sampson and Laub (1996) source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given
    § Abstract

    82% of those veterans who had attended college before the war made use of GI benefits to continue their education.

    “Almost 50% of all veterans of World War II and the Korean War used the benefits for education and training, and 82% of those veterans who had attended college before the war made use of GI benefits to continue their education.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    A number of studies have examined key social background variables associated with final educational attainment.

    “There have been a number of studies examining key social background variables associated with final educational attainment (cf. Alwin & Thornton, 1984).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Alwin & Thornton, 1984 source
  • Classified as probably not a substantial claim.

    Interpretationreasoning
    § Abstract

    The SLS's Cohort 6 would have been particularly affected by the GI Bill associated with World War II.

    “The SLS’s Cohort 6 would have been particularly affected by the GI Bill associated with World War II.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S2 (checkable).

    Interpretationown data
    § Abstract

    Despite the restriction to U.S. contexts, the data, because of their extensive comparative and longitudinal findings within one study, have far-reaching implications for interpretations of the so-called Flynn effect.

    “However, despite this restriction, the data, because of their extensive comparative and longitudinal findings within one study, have far-reaching implications for interpretations of the so-called Flynn effect.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    On average a farm background cost men 1 full year of schooling, and Southern birth cost .4 to .8 years of schooling.

    “On average a farm background cost men 1 full year of schooling, and Southern birth cost .4 to .8 years of schooling.”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • May combine two claims.

    Premisecitation
    § Abstract

    The variables of being raised on a farm and being born in the South also had a substantial effect.

    “The variables of being raised on a farm and being born in the South also had a substantial effect.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given
    § Abstract

    Approximately 33% of veterans whose college work was interrupted by military service finished college or went on to graduate or professional school.

    “Approximately 33% of veterans whose college work was interrupted by military service finished college or went on to graduate or professional school.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Among the social background variables studied were father's education, father's occupation, number of siblings, broken family, farm background, and Southern birth-many of these variables clearly pertain to the environment of the father as well as the subject of interest.

    “Among the social background variables studied were father’s education, father’s occupation, number of siblings, broken family, farm background, and Southern birth—many of these variables clearly pertain to the environment of the father as well as the subject of interest.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisenone given
    § Abstract

    Almost 50% of all veterans of World War II and the Korean War used the benefits for education and training.

    “Almost 50% of all veterans of World War II and the Korean War used the benefits for education and training, and 82% of those veterans who had attended college before the war made use of GI benefits to continue their education.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    Cohort 6 could represent the children of Cohort 2; likewise, Cohort 10 could represent children of Cohort 6.

    “Thus, Cohort 6 could represent the children of Cohort 2; likewise, Cohort 10 could represent children of Cohort 6.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    A marked shift in educational philosophy between Cohort 2 and Cohort 6 was the Progressive movement in education, which peaked in the 1920s and whose most noted proponent was John Dewey.

    “A marked shift in educational philosophy between Cohort 2 and Cohort 6 was the Progressive movement in education, which peaked in the 1920s and whose most noted proponent was John Dewey (Emirbayer, 1992).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Emirbayer, 1992 source
  • Probably not a substantial claim: may not pass S4 (based).

    Interpretationnone given
    § Abstract

    Given the existing psychometric ability measures, it is unlikely that fluid abilities would provide stronger tests of cohort effects than those provided by crystallized measures.

    “First, given the existing psychometric ability measures, it is unlikely that fluid abilities would provide stronger tests of cohort effects than those provided by crystallized measures.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given
    § Abstract

    The benefits of the GI Bill were larger for younger veterans and for those who had some evidence of delinquency in military service records.

    “The benefits of the GI Bill were larger for younger veterans and for those who had some evidence of delinquency in military service records.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisereasoning
    § Abstract

    Due to the increased number of pupils resulting from child labor laws and compulsory school attendance, the educational practices of standardized testing and tracking of students was introduced.

    “On the one hand, due to the increased number of pupils resulting from child labor laws and compulsory school attendance, the educational practices of standardized testing and tracking of students was introduced.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Abstract

    A number of these social background variables pertain to the parent's characteristics and thus would be considered in our framework in ExoSystem models.

    “Of relevance for this article is the fact that a number of these social background variables pertain to the parent’s characteristics and thus would be considered in our framework in ExoSystem models.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Parents' work environment impacts child-rearing practices.

    “In the child literature, the parents’ work environment has been shown to impact child-rearing practices (Kohn & Schooler, 1983), occupational aspirations of adolescents (Mortimer & Kumka, 1982), and curricular activities (Morgan, Alwin, & Griffin, 1979).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Kohn & Schooler, 1983

      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).

    Premisenone given
    § Abstract

    A major provision of the National Defense Education Act involving a $15 million grant was the provision of funds to identify talented students and encourage them to pursue higher education.

    “A major provision of the law involving a $15 million grant was the provision of funds to identify talented students and encourage them to pursue higher education.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § Abstract

    Advances in cognitive science would suggest that a test of cohort differences in fluid abilities should be conducted using measures of more basic levels of information processing.

    “Advances in cognitive science would suggest, in any event, that a test of cohort differences in fluid abilities should be conducted using measures of more basic levels of information processing.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductnone given
    § Abstract

    The SLS analysis focus is specific to historical contexts affecting the United States.

    “Its focus is specific to historical contexts affecting the United States.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Study design and conductown data
    § Abstract

    The analysis of cohort effects in the SLS is restricted in the scope of cross-national comparisons.

    “The analysis of cohort effects in the SLS, although rich in within-nation longitudinal and cohort-comparative sampling, is, of course, restricted in the scope of cross-national comparisons.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § Abstract

    In the 1957-1958 term alone, Congress proposed over 80 laws to establish programs that would seek out bright students and provide them with financial support for schooling.

    “In the 1957–1958 term alone, congress proposed over 80 laws to establish programs that would seek out bright students and provide them with financial support for schooling.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S2 (checkable), S4 (based).

    Interpretationnone given
    § Abstract

    Changes in rates of aging in intellectual performance have serious societal consequences for the nature of the workforce, the stability of pension systems, and the nature of the health care system required to serve a growing elderly population that differs markedly from earlier cohorts.

    “Yet, changes in rates of aging in intellectual performance have serious societal consequences for the nature of the workforce, the stability of pension systems, and the nature of the health care system required to serve a growing elderly population that differs markedly from earlier cohorts.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisereasoning
    § Abstract

    The national panic generated by Sputnik resulted in Congress passing a federal-aid-to-education bill, known as The National Defense Education Act of 1958.

    “The national panic generated by this event resulted in Congress passing a federal-aid-to-education bill, known as The National Defense Education Act of 1958.”
    Quote in the paperSubstantial claim
  • May combine two claims.

    Interpretationown data
    § Abstract

    Cohort differences in intellectual abilities are shaped largely by changes in educational attainment and educational process and by changes in the labor market that are shaped by sociopolitical developments.

    “Our analysis of the historical influences on education suggests that cohort differences in intellectual abilities are shaped largely by changes in educational attainment and educational process and by changes in the labor market that are shaped by sociopolitical developments.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    One of the most prominent examples of targeted federal funding are the postwar rehabilitation programs for veterans, known as the GI Bills.

    “One of the most prominent examples are the postwar rehabilitation programs for veterans, known as the GI Bills (Nam, 1964; Sampson & Laub, 1996).”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Nam, 1964 source
    • cites Sampson & Laub, 1996 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.

    Premisenone given
    § Abstract

    The Progressive movement also involved the introduction of the kindergarten, manual and vocational education, and evening classes for adults.

    “The Progressive movement also involved the introduction of the kindergarten, manual and vocational education, and evening classes for adults.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Interpretationreasoning
    § Abstract

    Primarily as a consequence of the secular rise in educational attainment, successive cohorts of young persons have distributions of social background variables that are gradually becoming more favorable to high levels of schools, as evidenced by increases in parent's educational and their occupational levels.

    “In addition, primarily as a consequence of the secular rise in educational attainment, successive cohorts of young persons have distributions of social background variables that are gradually becoming more favorable to high levels of schools, as evidenced by increases in parent’s educational and their occupational levels.”
    Quote in the paperSubstantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    These background variables account for 30% to 37% of the variance in educational attainment of males of various cohorts.

    “These background variables account for 30% to 37% of the variance in educational attainment of males of various cohorts.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given
    § Abstract

    The three illustrative SLS cohorts (Cohorts 2, 6, and 10) represent three successive generations, separated by approximately 30 years.

    “First, we note that the three illustrative SLS cohorts (Cohorts 2, 6, and 10) discussed herein represent three successive generations, separated by approximately 30 years.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    In 1956, 25% of all male college students were veterans of the Korean War.

    “Similarly, in 1956 25% of all male college students were veterans of the Korean War (Nam, 1964).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Nam, 1964 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Parents' work environment impacts occupational aspirations of adolescents.

    “In the child literature, the parents’ work environment has been shown to impact child-rearing practices (Kohn & Schooler, 1983), occupational aspirations of adolescents (Mortimer & Kumka, 1982), and curricular activities (Morgan, Alwin, & Griffin, 1979).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Mortimer & Kumka, 1982 source
  • Probably not a substantial claim: may not pass S4 (based).

    Premisenone given
    § Abstract

    Further educational training was provided through GI Bills for veterans of World War II, the Korean War, and the Vietnam War.

    “Further educational training was provided through GI Bills for veterans of World War II, the Korean War, and the Vietnam War.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisenone given
    § Abstract

    For veterans who had just completed high school or had barely started college, 20% went on to get a college degree and a larger proportion took at least some college courses.

    “For veterans who had just completed high school or had barely started college, 20% went on to get a college degree and a larger proportion took at least some college courses.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    The mean level of fathers' education had increased from about 7 years to almost 11 years.

    “The mean level of fathers’ education had increased from about 7 years to almost 11 years.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.

    Premisecitation
    § Abstract

    Each of the following variables accounted for about 25% of a year gain in level of educational attainment: 1 year of father's schooling, 10 points of father's occupation status, and additional sibling.

    “Each of the following variables accounted for about 25% of a year gain in level of educational attainment: 1 year of father’s schooling, 10 points of father’s occupation status, and additional sibling.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § Abstract

    In 1957 the Soviet Union launched Sputnik.

    “In 1957 the Soviet Union launched Sputnik.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Standardized testing was viewed as a more scientific way to determine children's likely occupational attainment and to allocate them into different educational channels.

    “Standardized testing was viewed as a more scientific way to determine children’s likely occupational attainment and to allocate them into different educational channels (Ackerman, 1995).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Ackerman, 1995 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Hauser and Featherman (1976) utilized data from the OCG surveys to examine key social background variables associated with educational attainment of male birth cohorts from 1897 to 1951.

    “Hauser and Featherman (1976) utilized data from the OCG surveys (Blau & Duncan, 1967) to examine key social background variables associated with educational attainment of male birth cohorts from 1897 to 1951.”
    Quote in the paperNot a substantial claim0 of 2 sources checked
    • cites Hauser & Featherman, 1976 source
    • cites Blau & Duncan, 1967

      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
    § Abstract

    The discussion of the effect of the GI Bill on educational attainment of Cohort 6 could be construed as an ExoSystem environment for Cohort 10.

    “For example, the discussion of the effect of the GI Bill on educational attainment of Cohort 6 could be construed as an ExoSystem environment for Cohort 10.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S4 (based). May combine two claims.

    Interpretationnone given
    § Abstract

    The notion that one should measure cohort differences in mature persons implies that ages of peak performance remain constant across cohorts (not true) or, when samples ranging widely in age are utilized, assumes that there are no adult age changes.

    “Second, the notion that one should measure cohort differences in mature persons implies that ages of peak performance remain constant across cohorts (not true) or, when samples ranging widely in age are utilized, assumes that there are no adult age changes.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Parents' work environment impacts curricular activities.

    “In the child literature, the parents’ work environment has been shown to impact child-rearing practices (Kohn & Schooler, 1983), occupational aspirations of adolescents (Mortimer & Kumka, 1982), and curricular activities (Morgan, Alwin, & Griffin, 1979).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Morgan, Alwin, & Griffin, 1979 source
  • Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).

    Premisenone given
    § Abstract

    The goal of the Progressive movement was development of a demographic character equipped for responsible citizenship.

    “The goal of the movement was development of a demographic character equipped for responsible citizenship.”
    Quote in the paperNot a substantial claim
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Interpretationreasoning
    § Abstract

    The ChronoSystem environments discussed for a given cohort could be considered as the ExoSystem environment for a preceding cohort.

    “Thus, the ChronoSystem environments that we have discussed for a given cohort could be considered as the ExoSystem environment for a preceding cohort.”
    Quote in the paperNot a substantial claim
  • May combine two claims.

    Premisecitation
    § Abstract

    Daily attendance was approximately 65% for Cohort 2 compared with 85% and 90% for Cohorts 6 and 10, respectively.

    “Daily attendance was approximately 65% for Cohort 2 compared with 85% and 90% for Cohorts 6 and 10, respectively (U.S. Department of Education, National Center for Education Statistics, 2002).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites U.S. Department of Education, National Center for Education Statistics, 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).

    Premisenone given
    § Abstract

    The Progressive movement also advocated movement away from teacher-directed lecture and rote recitation to increased student-teacher interaction, group exercises, and critical reflection.

    “On the other hand, the Progressive movement also advocated movement away from teacher-directed lecture and rote recitation to increased student–teacher interaction, group exercises, and critical reflection.”
    Quote in the paperNot a substantial claim
  • Classified as probably not a substantial claim.

    Premisecitation
    § Abstract

    Father's educational or occupational status experienced as a young adult and occurring in a particular historical period influences subsequent intellectual functioning of offspring.

    “For example, the father’s educational or occupational status experienced as a young adult and occurring in a particular historical period have been studied as influences on subsequent intellectual functioning of the offspring (Hauser & Featherman, 1976).”
    Quote in the paperSubstantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    Father's education was relatively more important than any other background variable in all groups examined.

    “Father’s education was relatively more important than any other background variable in all groups examined.”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Hauser & Featherman, 1976 source
  • Probably not a substantial claim: may not pass S3 (load-bearing).

    Premisecitation
    § Abstract

    The Progressive movement advocated what today seem to be contradictory initiatives.

    “The Progressive movement advocated what today seem to be contradictory initiatives (Emirbayer, 1992).”
    Quote in the paperNot a substantial claim0 of 1 sources checked
    • cites Emirbayer, 1992 source
92 of 92
  • The authors state this as an assumption.

    Cohort differences should persist across wide age ranges.

    “It also seems appropriate to assume that cohort differences should persist across wide age ranges, whereas period effects are likely to show their impact differentially by life stage.”
  • The authors state this as an assumption.

    Period effects are likely to show their impact differentially by life stage.

    “It also seems appropriate to assume that cohort differences should persist across wide age ranges, whereas period effects are likely to show their impact differentially by life stage.”
  • The authors state this as an assumption.

    Long-term cumulative events primarily impact individual development indirectly as mediated by environmental factors in the MesoSystem and ExoSystem and interact with the personal characteristics of the individual.

    “It is assumed that long-term cumulative events primarily impact individual development indirectly as mediated by environmental factors in the MesoSystem and ExoSystem and interact with the personal characteristics (e.g., personality, attitudes, and life styles) of the individual who is a member of the cohort under investigation.”
  • The paper relies on this without support.

    The relative impact of various environments (family, work, leisure/social, media/technology) varies across the life course and interacts with personal characteristics.

    “The relative impact of these various environments is expected to vary across the life course and to interact with the personal characteristics of the individual.”
4 of 4

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.

  • Adjacent-cohort calculation starts in 1989 rather than 1889

    Minor

    The stated starting year of 1989 conflicts with the paper's description of the thirteen cohorts as spanning median birth years 1889 to 1973.

  • Single-domain and cumulative transitions assigned to different systems

    Minor

    The conclusion assigns these transitions to the ExoSystem, whereas the framework explicitly places them in the ChronoSystem.

  • Reported variance range excludes the later summary value

    Minor

    The same discussion first says social-background variables explain 30%-37% of variance in educational attainment, then summarizes the proportion as declining to .28, or 28%.

  • Table shows testing ages above the stated maximum

    Minor

    The text says every collection from 1970 through 1998 covered ages 22-84, but Table 1 shows the 1903 cohort tested at age 95 in 1998.

4 of 4

Cites

Flagged first, then by citations

Research works printed but not linked: 12

  1. Huston, A. C., Mistry, R. S., Bos, J. M., Low, E., & Shim, M. S. (in press). Well being of low-income adults in a period of historical changes in welfare and employment policies. In K. W. Schaie & G. H. Elder, Jr. (Eds.), Historical influences on lives and aging New York: Springer.
  2. Illinois Bureau of Labor Statistics. (1884). Annual report, 1884 (pp. 135–391). Springfield, IL: Author.
  3. Laub, J. H., & Sampson, R. J. (in press). Coming of age in wartime: How World War II and the Korean War changed lives. In K. W. Schaie & G. H. Elder, Jr. (Eds.), Historical influences on lives and aging New York: Springer.
  4. Schaie, K. W. (1990). Late life potential and cohort differences in mental abilities. In M. Perlmutter (Ed.), Late life potential (pp. 43–62). Washington, DC: Gerontological Society of America.
  5. Schaie, K. W. (1995). Quality of life and successful aging. In H. Klose (Ed.), Aging and modernization (pp. 69–85). Bonn, Germany: Friedrich Ebert Foundation.
  6. Schaie, K. W. (1996a). Generational differences. In J. E. Birren (Ed.), Encyclopedia of gerontology (pp. 567–576). San Diego, CA: Academic.
  7. Schaie, K. W. (2000). How does maintenance of intellectual competence contribute to quality of life and successful aging? In K. Manger (Ed.), Jenaer Universitätsreden [Jena University lectures] (Vol. 9, pp. 21–40). Jena, Germany: Hausdruckerei der FSU Jena [Friedrich-Schiller-University Press].
  8. Schaie, K. W., & Elder, G. H., Jr. (Eds.). (in press). Historical influences on lives and aging New York: Springer.
  9. Stewart AJ. Gender, race and generation in a midwest high school: Using ethnographically informed methods in psychology. Psychology of Women Quarterly. 2003;27:1–11. [Google Scholar]
  10. Vinocour SM. The veteran and college. Newsweek. 1947 Nov;80:140. [Google Scholar]
  11. Vinovskis, M. A. (in press). Historical changes and the American life course. In K. W. Schaie & G. H. Elder, Jr. (Eds.), Historical influences on lives and aging New York: Springer.
  12. Willis, S. L. (1989). Cohort differences in cognitive aging: A sample case. In K. W. Schaie & C. Schooler (Eds.), Social structure and aging: Psychological processes (pp. 94–112). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc.

Cited by

Sorted by citations

Authors
Schaie, K. W., Willis, S. L., & Pennak, S.
Affiliations
Pennsylvania State University (US)
Venue
Research in Human Development
Published
2005-03
Volume
2
Issue
1-2
Pages
43-67
ISSN
  • 1542-7609 (ISSN-L)
  • 1542-7617
OpenAlex
W2062957383
Cited by
110
References
49
Citations by year
2026: 3 · 2025: 1 · 2024: 1 · 2023: 3 · 2022: 5 · 2021: 7 · 2020: 6 · 2019: 6 · 2018: 5 · 2017: 7 · 2016: 14 · 2015: 8 · 2014: 3 · 2013: 6 · 2012: 7
FWCI
4.74
Type
journal article
Language
en
Open access
Locations
  • Research in Human Development (publishedVersion)
  • PubMed (publishedVersion)
  • PubMed Central (acceptedVersion)
Funders
National Institute on Aging (R01AG008055)
Topics
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
  • Social Sciences › Psychology › Neuropsychology and Physiological Psychology › Aging and Gerontology Research
  • Social Sciences › Sociology and Political Science › Intergenerational and Educational Inequality Studies
Keywords
cohort differences, intelligence, historical influence, Seattle Longitudinal Study, intelligence development, conceptual framework

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 2026-11-03.

Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-11-03.

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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