Education and Sex Differences in the Mini-Mental State Examination: Effects of Differential Item Functioning
Open Access
- 1 November 2002
- journal article
- research article
- Published by Oxford University Press (OUP) in The Journals of Gerontology, Series B: Psychological Sciences and Social Sciences
- Vol. 57 (6) , P548-P558
- https://doi.org/10.1093/geronb/57.6.p548
Abstract
Years of completed education is a powerful correlate of performance on mental status assessment. This analysis evaluates differences in cognitive performance attributable to level of education and sex. We analyzed Mini-Mental State Examination responses from a large community sample (Epidemiologic Catchment Area study, N = 8,556), using a structural equation analytic framework grounded in item response theory. Significant sex and education group differential item functioning (DIF) were detected. Those with low education were more likely to err on the first serial subtraction, spell world backwards, repeat phrase, write, name season, and copy design tasks. Women were more likely to err on all serial subtractions, men on spelling and other language tasks. The magnitude of detected DIF was small. Our analyses show that failing to account for DIF results in an approximately 1.6% overestimation of the magnitude of difference in assessed cognition between high- and low-education groups. In contrast, nearly all (95%) of apparent sex differences underlying cognitive impairment are due to DIF. Therefore, item bias does not appear to be a major source of observed differences in cognitive status by educational attainment. Adjustments of total scores that eliminate education group differences are not supported by these results. Our results have implications for future research concerning education and risk for dementia.Keywords
This publication has 59 references indexed in Scilit:
- Gender and Racial Differences in Mathematical PerformanceThe Journal of Social Psychology, 1999
- Adjusting Mini-Mental State Examination Scores for Age and Educational Level to Screen for Dementia: Correcting Bias or Reducing Validity?International Psychogeriatrics, 1998
- Differential item functioning in the Mini-Mental State Examination in English- and Spanish-speaking older adults.Psychology and Aging, 1997
- Latent Variable Models for Teratogenesis Using Multiple Binary OutcomesJournal of the American Statistical Association, 1997
- Fitting a Two‐Parameter Logistic Item Response Model to Clarify the Psychometric Properties of the Drug Use Screening Inventory for Adolescent Alcohol and Drug AbusersAlcohol, Clinical and Experimental Research, 1994
- Instructionally Sensitive Psychometrics: Application of a New IRT‐Based Detection Technique to Mathematics Achievement Test ItemsJournal of Educational Measurement, 1991
- Perception and representation of the Euclidean coordinates in mature and elderly men and womenExperimental Aging Research, 1990
- Methodological issues in screening for dementia: The problem of education adjustmentJournal of Chronic Diseases, 1986
- Multiple Group IRT Modeling: Applications to Item Bias AnalysisJournal of Educational Statistics, 1985
- Recognition of Cognitive Impairment in Primary Care OutpatientsSouthern Medical Journal, 1983