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Constructive replication, reproducibility, and generalizability: Getting theory testing for <i>JOMSR</i> right

Tine Köhler, José M. Cortina

2023Journal of Management Scientific Reports30 citationsDOIOpen Access PDF

Abstract

In this editorial, we provide guidance regarding the design and execution of replication, reproducibility, and generalizability studies and explain the unique purpose and empirical contribution of each research design to the overall knowledge generation and consolidation cycle. We evaluate these research designs within the confines of JOMSR's mission to avoid novel theorizing, but instead to engage only in testing of existing theory or of combinations of existing theory. We identify two important dimensions on which these research designs can vary, independence and constructiveness, and highlight the particular utility of independent studies that are high in constructiveness. We offer suggestions for the identification of suitable targets for reproducibility and replication as well as concrete examples demonstrating high-quality theory testing.

Topics & Concepts

Generalizability theoryReplication (statistics)ConstructiveComputer scienceEmpirical researchIndependence (probability theory)ReproducibilityPsychologyMathematicsStatisticsProgramming languageDevelopmental psychologyProcess (computing)Explainable Artificial Intelligence (XAI)Computational and Text Analysis MethodsMeta-analysis and systematic reviews
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