Skip to main content
Log in

Investigating changes in IQ scores over a decade in Brazil: factors at play

  • Research
  • Published:
Social Psychiatry and Psychiatric Epidemiology Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

References

  1. 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

    Article  PubMed  Google Scholar 

  2. Runquist EA (1936) Intelligence test scores and school marks in 1928 and 1933. School Society

  3. 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

    Article  Google Scholar 

  4. 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

  5. Schaie KW, Strother CR (1968) A cross-sequential study of age changes in cognitive behavior. Psychol Bull 70:671–680

    Article  PubMed  CAS  Google Scholar 

  6. 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

    Article  PubMed  Google Scholar 

  7. 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

    Article  Google Scholar 

  8. 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

    Article  PubMed  Google Scholar 

  9. Wicherts JM (2008) What is intelligence? Beyond the Flynn effect. Neth J Psychol 64:41–43

    Google Scholar 

  10. Dutton E, Lynn R (2013) A negative Flynn effect in Finland, 1997–2009. Intelligence 41:817–820

    Article  Google Scholar 

  11. 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

    Article  Google Scholar 

  12. Rodgers JL (1998) A critique of the Flynn Effect: massive IQ gains, methodological artifacts, or both? Intelligence 26:337–356

    Article  Google Scholar 

  13. Dutton E, van der Linden D, Lynn R (2016) The negative Flynn Effect: a systematic literature review. Intelligence 59:163–169

    Article  Google Scholar 

  14. 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

    Article  Google Scholar 

  15. 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

    Article  Google Scholar 

  16. 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

    Article  PubMed  Google Scholar 

  17. Silverstein AB (1982) Two- and four-subtest short forms of the Wechsler Adult Intelligence Scale-Revised. J Consult Clin Psychol 50:415–418

    Article  Google Scholar 

  18. 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

  19. 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

    Article  PubMed  PubMed Central  Google Scholar 

  20. Pietschnig J, Voracek M, Formann AK (2011) Female Flynn effects: no sex differences in generational IQ gains. Pers Individ Dif 50:759–762

    Article  Google Scholar 

  21. 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

    Article  PubMed  PubMed Central  Google Scholar 

  22. 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

  23. 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

  24. Cooper K, Stewart K (2021) Does household income affect children’s outcomes? A systematic review of the evidence. Child Indic Res 14:981–1005

    Article  Google Scholar 

  25. 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

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  26. Guimarães S (2012) Public policy and teacher education in Brazil after 1990. Policy Futures Educ 10:263–273

    Article  Google Scholar 

  27. Caulfield S, Schettini C (2017) Gender and sexuality in Brazil since independence. Oxford University Press

    Google Scholar 

  28. 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

  29. 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

    Article  Google Scholar 

  30. 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

    Article  PubMed  PubMed Central  Google Scholar 

  31. Ferguson HJ, Brunsdon VEA, Bradford EEF (2021) The developmental trajectories of executive function from adolescence to old age. Sci Rep 11:1382

    Article  ADS  PubMed  PubMed Central  CAS  Google Scholar 

  32. 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

    Article  PubMed  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

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

Correspondence to Pedro San Martin Soares.

Ethics declarations

Conflict of interests

The authors declare no competing interests.

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 99 KB)

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.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s00127-024-02623-3

Keywords

Navigation