Skip to main content

The Problem of Bias in Psychological Assessment

  • Chapter
  • First Online:
Mastering Modern Psychological Testing

Abstract

Much the impetus for the current debate about bias in psychological testing is based on well-documented, consistent, and substantive differences between IQ scores of Whites, Hispanics, and Blacks in the U.S.A. Various explanations are offered for these differences including the idea that IQ tests are inherently biased against Blacks, Hispanics, and possibly other ethnics groups, or what is commonly known as the Cultural Test Bias Hypothesis (CTBH). Because tests are used to make many different and important decisions about people, lack of fairness in testing resulting from test bias is of grave concern. This chapter traces the historical roots of the CTBH to the present day, provides important distinctions regarding different definitions of test bias that are critical for empirical examination of the issue, presents common objections to the use of psychological testing, and describes how test authors and publishers detect bias in psychological tests. The chapter concludes by noting that while more research is necessary, the current evidence largely supports the proposition that most commercially developed widely use tests of achievement and aptitude are not culturally biased.

Test bias: In God we trust; all others must have data.

Reynolds (1983)

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 159.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Alley, G., & Foster, C. (1978). Nondiscriminatory testing of minority and exceptional children. Focus on Exceptional Children, 9, 1–14.

    Article  Google Scholar 

  • American Educational Research Association, American Psychological Association, & National Council on Measurement in Education. (2014). Standards for educational and psychological testing. Washington, DC: American Educational Research Association.

    Google Scholar 

  • Anastasi, A., & Urbina, S. (1997). Psychological testing (7th ed.). Upper Saddle River, NJ: Prentice Hall.

    Google Scholar 

  • Brown, R. T., Reynolds, C. R., & Whitaker, J. S. (1999). Bias in mental testing since “Bias in Mental Testing.” School Psychology Quarterly, 14, 208–238.

    Google Scholar 

  • Camilli, G., & Shepard, L. A. (1994). Methods for identifying biased test items. Thousand Oaks, CA: Sage.

    Google Scholar 

  • Chinn, P. C. (1979). The exceptional minority child: Issues and some answers. Exceptional Children, 46, 532–536.

    Article  Google Scholar 

  • Cleary, T. A., Humphreys, L. G., Kendrick, S. A., & Wesman, A. (1975). Educational uses of tests with disadvantaged students. American Psychologist, 30, 15–41.

    Article  Google Scholar 

  • Cole, N. S., & Moss, P. A. (1989). Bias in test use. In R. L. Linn (Ed.), Educational measurement (3rd ed., pp. 201–219). New York, NY: Macmillan.

    Google Scholar 

  • Dickens, W. T., & Flynn, J. R. (2006). Black Americans reduce the racial IQ gap: Evidence from standardization samples. Psychological Science, 17, 913–920.

    Article  PubMed  Google Scholar 

  • Embretson, S., & Reise, S. (2000). Item response theory for psychologists. London: Taylor & Francis.

    Google Scholar 

  • Flaugher, R. (1978). The many definitions of test bias. American Psychologist, 33(7), 671–679.

    Article  Google Scholar 

  • Gould, S. J. (1995). Curveball. In S. Fraser (Ed.), The bell curve wars: Race, intelligence, and the future of America (pp. 11–22). New York, NY: Basic Books.

    Google Scholar 

  • Gould, S. J. (1996). The mismeasure of man (rev. ed.). New York, NY: Norton.

    Google Scholar 

  • Halpern, D. F. (1997). Sex differences in intelligence: Implications for education. American Psychologist, 52, 1091–1102.

    Article  Google Scholar 

  • Helms, J. E. (1992). Why is there no study of cultural equivalence in standardized cognitive ability testing? American Psychologist, 47, 1083–1101.

    Article  Google Scholar 

  • Herrnstein, R. J. (1982, August). IQ testing and the media. Atlantic Monthly, 250, 68–74.

    Google Scholar 

  • Hilliard, A. G. (1979). Standardization and cultural bias as impediments to the scientific study and validation of “intelligence”. Journal of Research and Development in Education, 12, 47–58.

    Google Scholar 

  • Hunter, J. E., Schmidt, F. L., & Hunter, R. (1979). Differential validity of employment tests by race: A comprehensive review and analysis. Psychological Bulletin, 86, 721–735.

    Article  Google Scholar 

  • Hunter, J. E., Schmidt, F. L., & Rauschenberger, L. (1984). Methodological, statistical, and ethical issues in the study of bias in psychological tests. In C. R. Reynolds & R. T. Brown (Eds.), Perspectives on bias in mental testing (pp. 41–100). New York, NY: Plenum Press.

    Chapter  Google Scholar 

  • Jensen, A. R. (1976). Test bias and construct validity. Phi Delta Kappan, 58, 340–346.

    Google Scholar 

  • Jensen, A. R. (1980). Bias in mental testing. New York, NY: Free Press.

    Google Scholar 

  • Kaufman, A. S. (1994). Intelligent testing with the WISC-III. New York, NY: Wiley.

    Google Scholar 

  • Neisser, U., BooDoo, G., Bouchard, T., Boykin, A., Brody, N., Ceci, S., … Urbina, S. (1996). Intelligence: Knowns and unknowns. American Psychologist, 51, 77–101.

    Article  Google Scholar 

  • Nisbett, R. E. (2009). Intelligence and how to get it: Why schools and cultures count. New York, NY: Norton.

    Google Scholar 

  • Nomura, J. M., Stinnett, T., Castro, F., Atkins, M., Beason, S., Linden, S., … Wiechmann, K. (2007, March). Effects of stereotype threat on cognitive performance of African Americans. Paper presented to the annual meeting of the National Association of School Psychologists, New York.

    Google Scholar 

  • Reynolds, C., Willson, V., & Chatman, S. (1984). Item bias on the 1981 revision of the Peabody Picture Vocabulary Test using a new method of detecting bias. Journal of Psychoeducational Assessment, 2(3), 219–224.

    Article  Google Scholar 

  • Reynolds, C. R. (1980). In support of “Bias in Mental Testing” and scientific inquiry. Behavioral and Brain Sciences, 3, 352.

    Article  Google Scholar 

  • Reynolds, C. R. (1982). The problem of bias in psychological assessment. In C. R. Reynolds & T. B. Gutkin (Eds.), The handbook of school psychology (pp. 178–208). New York, NY: Wiley.

    Google Scholar 

  • Reynolds, C.R. (1983). Test bias: In God we trust; all others must have data. Journal of Special Education, 17, 241–260.

    Google Scholar 

  • Reynolds, C. R. (1987). Raising intelligence: Clever Hans, Candides, and the Miracle in Milwaukee. Journal of School Psychology, 25, 309–312.

    Google Scholar 

  • Reynolds, C. R. (1995). Test bias in the assessment of intelligence and personality. In D. SakJofsky & M. Zeidner (Eds.), International handbook of personality and intelligence (pp. 545–576). New York, NY: Plenum Press.

    Chapter  Google Scholar 

  • Reynolds, C. R. (1998). Fundamentals of measurement and assessment in psychology. In A. Bellack & M. Hersen (Eds.), Comprehensive clinical psychology (pp. 33–55). New York, NY: Elsevier.

    Chapter  Google Scholar 

  • Reynolds, C. R. (2000). Why is psychometric research on bias in mental testing so often ignored? Psychology, Public Policy, and Law, 6, 144–150.

    Article  Google Scholar 

  • Reynolds, C. R. (2002). Comprehensive trail-making test: Examiner’s manual. Austin, TX: Pro-Ed.

    Google Scholar 

  • Reynolds, C. R., & Kamphaus, R. W. (2003). Reynolds intellectual assessment scales. Lutz, FL: Psychological Assessment Resources.

    Google Scholar 

  • Reynolds, C. R., Lowe, P. A., & Saenz, A. (1999). The problem of bias in psychological assessment. In T. B. Gutkin & C. R. Reynolds (Eds.), The handbook of school psychology (3rd ed., pp. 549–595). New York, NY: Wiley.

    Google Scholar 

  • Reynolds, C. R., & Ramsay, M. C. (2003). Bias in psychological assessment: An empirical review and recommendations. In J. R. Graham & J. A. Naglieri (Eds.), Handbook of psychology: Assessment psychology (pp. 67–93). New York, NY: Wiley.

    Google Scholar 

  • Richardson, T. Q. (1993). Black cultural learning styles: Is it really a myth? School Psychology Review, 22(3), 562–567.

    Article  Google Scholar 

  • Rushton, J. P., & Jensen, A. R. (2005). Thirty years of research on group differences in cognitive ability. Psychology, Public Policy, and Law, 11, 235–294.

    Article  Google Scholar 

  • Rushton, J. P., & Jensen, A. R. (2010). Race and IQ: A theory-based review of the research in Richard Nisbett’s intelligence and how to get it. The Open Psychology Journal, 3, 9–35.

    Article  Google Scholar 

  • Sackett, P. R., Hardison, C. M., & Cullen, M. J. (2004). On interpreting stereotype threat as accounting for african american-white differences on cognitive tests. American Psychologist, 59(1), 7–13.

    Article  Google Scholar 

  • Sandoval, J., & Mille, M. P. W. (1979). Accuracy judgments of WISC-R item difficulty for minority groups. Paper presented at the annual meeting of the American Psychological Association, New York.

    Google Scholar 

  • Schoenfeld, W. N. (1974). Notes on a bit of psychological nonsense: “Race differences in intelligence”. Psychological Record, 24, 17–32.

    Article  Google Scholar 

  • Steele, C. M., & Aronson, J. (1995). Stereotype threat and the intellectual test performance of African Americans. Journal of Personality and Social Psychology, 69(5), 797–811.

    Article  PubMed  Google Scholar 

  • Steele, C. M., Spencer, S. J., & Aronson, J. (2002). Contending with group image: The psychology of stereotype and social identity threat. In M. P. Zanna (Ed.), Advances in experimental social psychology (Vol. 34, pp. 379–440). New York, NY: Academic Press.

    Google Scholar 

  • Suzuki, L. A., & Valencia, R. R. (1997). Race-ethnicity and measured intelligence: Educational implications. American Psychologist, 52, 1103–1114.

    Article  Google Scholar 

  • Williams, R. L. (1970). Danger: Testing and dehumanizing Black children. Clinical Child Psychology Newsletter, 9, 5–6.

    Google Scholar 

  • Williams, R. L., Dotson, W., Dow, P., & Williams, W. S. (1980). The war against testing: A current status report. Journal of Negro Education, 49, 263–273.

    Article  Google Scholar 

Recommended Reading

  • Cleary, T. A., Humphreys, L. G., Kendrick, S. A., & Wesman, A. (1975). American Psychologist, 30, 15–41 This is the report of a group appointed by the APA’s Board of Scientific Affairs to study the use of psychological and educational tests with disadvantaged students--An early and influential article.

    Article  Google Scholar 

  • Embretson, S., & Reise, S. (2000). Item response theory for psychologists. London: Taylor & Francis An excellent overview of the theory and applications of IRT.

    Google Scholar 

  • Halpern, D. F. (1997). Sex differences in intelligence: Implications for education. American Psychologist, 52, 1091–1102 A good article that summarizes the literature on sex differences with an emphasis on educational implications.

    Article  Google Scholar 

  • Neisser, U., BooDoo, G., Bouchard, T., Boykin, A., Brody, N., Ceci, S., … Urbina, S. (1996). Intelligence: Knowns and unknowns. American Psychologist, 51, 77–101 This report of an APA task force provides an excellent review of the research literature on intelligence.

    Article  Google Scholar 

  • Reynolds, C. R. (1995). Test bias in the assessment of intelligence and personality. In D. Saklofsky & M. Zeidner (Eds.), International handbook of personality and intelligence (pp. 545–573). New York, NY: Plenum Press This chapter provides a thorough review of the literature.

    Chapter  Google Scholar 

  • Reynolds, C. R. (2000). Why is psychometric research on bias in mental testing so often ignored? Psychology, Public Policy, and Law, 6, 144–150 This article provides a particularly good discussion of test bias in terms of public policy issues.

    Article  Google Scholar 

  • Reynolds, C. R., & Ramsay, M. C. (2003). Bias in psychological assessment: An empirical review and recommendations. In J. R. Graham & J. A. Naglieri (Eds.), Handbook of psychology: Assessment psychology (pp. 67–93). New York, NY: Wiley This chapter also provides an excellent review of the literature.

    Google Scholar 

  • Suzuki, L. A., & Valencia, R. R. (1997). Race-ethnicity and measured intelligence: Educational implications. American Psychologist, 52, 1103–1114 A good discussion of the topic with special emphasis on educational implications and alternative assessment methods.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

15.1 Electronic Supplementary Material

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Reynolds, C.R., Altmann, R.A., Allen, D.N. (2021). The Problem of Bias in Psychological Assessment. In: Mastering Modern Psychological Testing. Springer, Cham. https://doi.org/10.1007/978-3-030-59455-8_15

Download citation

Publish with us

Policies and ethics