from Section IV - Improving Measurement and Theorizing About Implicit Bias
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Eight methodological issues relevant to improving the quality of research on implicit attitudes are considered. These include (1) formulating and implementing strong psychometric models for implicit attitude measures, (2) using modern theories of explicit attitudes as a base from which to test key propositions about implicit attitudes, (3) using sound psychometric practices to assess explicit attitudes, (4) addressing the problem of endogeneity, (5) addressing ecological fallacies when pursuing aggregate analyses of implicit attitudes, (6) evaluating the magnitude of effect sizes, (7) using structural equation modeling in implicit attitude research, and (8) using proper moderation analysis and incremental explained variance analysis in meta-analyses. The central elements of each problem are described and recommendations for addressing them are provided.
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