Assessing Validity and Bias of Within-Person Variability in Affect and Personality
- PMID: 37991205
- PMCID: PMC12044207
- DOI: 10.1177/01461672231208499
Assessing Validity and Bias of Within-Person Variability in Affect and Personality
Abstract
Within-person variability in affect (e.g., Neuroticism) and personality have been linked to well-being. These are measured either by asking people to report how variable they are or to give multiple reports on the construct and calculating a within-person standard deviation adjusted for confounding by the person-level mean. The two measures are weakly correlated with one another and the links of variability with well-being depend on which measure researchers use. Recent research suggests that people's repeated ratings may be biased by response styles. In a 7-day study (N = 399) with up to five measurements per day, we confirmed that the measures of variability lacked sufficient convergent validity to be used interchangeably. We found only 1 significant correlation (of 10) between variability in repeated ratings of affect or personality and variability in repeated ratings of a theoretically unrelated construct (i.e., features of images). There was very little evidence supporting the response styles hypothesis.
Keywords: emotions; measurement; neuroticism; personality; variability.
Conflict of interest statement
Declaration of Conflicting InterestsThe author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
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References
-
- Bengtsson H. (2021). matrixStats: Functions that apply to rows and columns of matrices (and to vectors) (R package version 0.61.0). https://CRAN.R-project.org/package=matrixStats
-
- Campbell J. D., Trapnell P. D., Heine S. J., Katz I. M., Lavallee L. F., Lehman D. R. (1996). Self-concept clarity: Measurement, personality correlates, and cultural boundaries. Journal of Personality and Social Psychology, 70(1), 141–156. 10.1037/0022-3514.70.1.141 - DOI
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