Abstract
Purpose
This study aimed to determine whether the factors underlying potential differences between two birth cohorts, born in 1982 and 1993, influence the changes in IQ over time.
Methods
Data from two Brazilian birth cohorts were used (1993 and 1982 Pelotas Birth Cohorts). The IQ scores were assessed using the WAIS-III test.
Results
Results showed that women born in 1993 had a higher average IQ score than those born in 1982, but no difference was found among men. The increase in IQ scores was only limited to participants from families with an income ranging from 1.1 to 3 times the minimum wage at the time of birth. The mean IQ score of participants born to mothers below the age of 20 remained stable over time, but increase for participants whose mothers were 20 years of age or older at the time of birth.
Conclusions
This study emphasizes the importance of considering socio-economic and demographic factors when examining differences in IQ scores over time. Further research is needed to understand the underlying mechanisms of these findings.
Similar content being viewed by others
References
Pietschnig J, Voracek M (2015) One century of global IQ gains: a formal meta-analysis of the flynn effect (1909–2013). Perspect Psychol Sci 10:282–306
Runquist EA (1936) Intelligence test scores and school marks in 1928 and 1933. School Society
Smith S (1942) Language and non-verbal test performance of racial groups in honolulu before and after a fourteen-year interval. J Gen Psychol 26:51–93
Tuddenham RD (1961) Soldier Intelligence in World Wars I and II. In: Jenkins JJ (ed) Studies in individual differences: the search for intelligence, pp 598–603
Schaie KW, Strother CR (1968) A cross-sequential study of age changes in cognitive behavior. Psychol Bull 70:671–680
Colom R, Flores-Mendoza CE, Abad FJ (2007) Generational changes on the draw-a-man test: a comparison of Brazilian urban and rural children tested in 1930, 2002 and 2004. J Biosoc Sci 39:79–89
Colom R, Lluis-Font JM, Andrés-Pueyo A (2005) The generational intelligence gains are caused by decreasing variance in the lower half of the distribution: supporting evidence for the nutrition hypothesis. Intelligence 33:83–91
Daley TC, Whaley SE, Sigman MD et al (2003) IQ on the rise: the Flynn effect in rural Kenyan children. Psychol Sci 14:215–219
Wicherts JM (2008) What is intelligence? Beyond the Flynn effect. Neth J Psychol 64:41–43
Dutton E, Lynn R (2013) A negative Flynn effect in Finland, 1997–2009. Intelligence 41:817–820
Teasdale TW, Owen DR (2005) A long-term rise and recent decline in intelligence test performance: the Flynn Effect in reverse. Pers Individ Dif 39:837–843
Rodgers JL (1998) A critique of the Flynn Effect: massive IQ gains, methodological artifacts, or both? Intelligence 26:337–356
Dutton E, van der Linden D, Lynn R (2016) The negative Flynn Effect: a systematic literature review. Intelligence 59:163–169
Wongupparaj P, Kumari V, Morris RG (2015) A cross-temporal meta-analysis of Raven’s progressive matrices: age groups and developing versus developed countries. Intelligence 49:1–9
Horta BL, Gigante DP, Gonçalves H et al (2015) Cohort profile update: The 1982 Pelotas (Brazil) Birth Cohort Study. Int J Epidemiol 44(441):441a–441e
Gonçalves H, Wehrmeister FC, Assunção MCF et al (2018) Cohort profile update: The 1993 Pelotas (Brazil) Birth Cohort follow-up at 22 years. Int J Epidemiol 47:1389–1390e
Silverstein AB (1982) Two- and four-subtest short forms of the Wechsler Adult Intelligence Scale-Revised. J Consult Clin Psychol 50:415–418
Nascimento E do (2004) Adaptação, validação e normatização do WAIS-III para uma amostra brasileira. WAIS-III: manual para administração e avaliação 1:161–192
Ang S, Rodgers JL, Wänström L (2010) The Flynn effect within subgroups in the U.S.: gender, race, income, education, and urbanization differences in the NLSY-children data. Intelligence 38:367–384
Pietschnig J, Voracek M, Formann AK (2011) Female Flynn effects: no sex differences in generational IQ gains. Pers Individ Dif 50:759–762
Platt JM, Keyes KM, McLaughlin KA, Kaufman AS (2019) The Flynn effect for fluid IQ may not generalize to all ages or ability levels: a population-based study of 10,000 US adolescents. Intelligence 77:101385
Janashia T (2019) Brazil’s hyperinflation. https://www.researchgate.net/profile/Tatia_Janashia/publication/350995180_Brazil’s_Hyperinflation_Case_Study/links/607ea4ec2fb9097c0cf77b20/Brazils-Hyperinflation-Case-Study.pdf. Accessed 8 Apr 2023
American Psychological Association (2009) What the economic downturn means for children, youth, and families. https://www.apa.org/pi/families/resources/economy. Accessed 8 Apr 2023
Cooper K, Stewart K (2021) Does household income affect children’s outcomes? A systematic review of the evidence. Child Indic Res 14:981–1005
Hackman DA, Farah MJ, Meaney MJ (2010) Socioeconomic status and the brain: mechanistic insights from human and animal research. Nat Rev Neurosci 11:651–659
Guimarães S (2012) Public policy and teacher education in Brazil after 1990. Policy Futures Educ 10:263–273
Caulfield S, Schettini C (2017) Gender and sexuality in Brazil since independence. Oxford University Press
Fagan J, Lee Y (2012) Effects of fathers’ and mothers’ cognitive stimulation and household income on toddlers' cognition: variations by family structure and child risk. Fathering: A Journal of Theory, Research & Practice about Men as Fathers 10. https://doi.org/10.3149/fth.1002.140
Deary IJ, Whalley LJ, Lemmon H et al (2000) The stability of individual differences in mental ability from childhood to old age: follow-up of the 1932 Scottish mental survey. Intelligence 28:49–55
Friedman NP, Miyake A, Altamirano LJ et al (2016) Stability and change in executive function abilities from late adolescence to early adulthood: a longitudinal twin study. Dev Psychol 52:326–340
Ferguson HJ, Brunsdon VEA, Bradford EEF (2021) The developmental trajectories of executive function from adolescence to old age. Sci Rep 11:1382
Fortenbaugh FC, DeGutis J, Germine L et al (2015) Sustained attention across the life span in a sample of 10,000: dissociating ability and strategy. Psychol Sci 26:1497–1510
Author information
Authors and Affiliations
Contributions
All authors contributed to study design, data analysis, data interpretation, and drafting and revision of the manuscript, and gave final approval of the version to be submitted for publication. The corresponding author had full access to all the data in the study and had final responsibility for the decision to submit for publication. The authors declare no conflicts of interest.
Corresponding author
Ethics declarations
Conflict of interests
The authors declare no competing interests.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Soares, P.S.M., Wehrmeister, F.C., Menezes, A.M. et al. Investigating changes in IQ scores over a decade in Brazil: factors at play. Soc Psychiatry Psychiatr Epidemiol (2024). https://doi.org/10.1007/s00127-024-02623-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00127-024-02623-3