Measurement Errors in the Behavioral Sciences: The Case of Personality/Attitude Research
Abstract
It has been established that construct measures often contain measurement error and method effects. However, the extent of these measurement problems and their effects on personality constructs has not been fully examined. In this study, an analysis of published data sets affords estimates of the amount of trait, method, and error variance of measures used in the social/behavioral sciences. It was found that traits accounted for less than 50 percent of the variance in construct measures among the entire group of data sets included in the study. Measures of attitudes and personality variables contain considerably less trait variance. Implications for theory testing are discussed.
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Common method variance is a known limitation in surveys using self-reported measures.
“Common method variance is a known limitation in surveys using selfreported measures and refers to the amount of spurious covariance shared among variables because of the common method used in collecting data (Buckley et al., 1990).”
From How the interplay between consumer motivations and values influences organic food identity and behavior (2018) · cites this paper as Buckley et al., 1990
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- Authors
- Buckley, M. R., Cote, J. A., & Comstock, S. M.
- Affiliations
- University of Oklahoma (US)
- Washington State University (US)
- ORCID
- Buckley, M. Ronald
- Venue
- Educational and Psychological Measurement
- Publisher
- SAGE Publications
- Published
- 1990-09
- Volume
- 50
- Issue
- 3
- Pages
- 447-474
- ISSN
- 0013-1644 (ISSN-L)
- 1552-3888
- OpenAlex
- W2143445213
- Cited by
- 147
- References
- 79
- Citations by year
- 2026: 3 · 2025: 2 · 2024: 3 · 2023: 5 · 2022: 13 · 2021: 11 · 2020: 10 · 2019: 5 · 2018: 5 · 2017: 5 · 2016: 3 · 2015: 7 · 2014: 6 · 2013: 9 · 2012: 14
- FWCI
- 1.27
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Educational and Psychological Measurement (publishedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Psychology › Clinical Psychology › Personality Traits and Psychology
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Reliability and Agreement in Measurement
- Keywords
- measurement error, personality traits, attitudes, trait variation, method variance, error variance, construct validity, theory testing
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