On the nature and direction of relationships between constructs and measures.
Abstract
Theory development typically focuses on relationships among theoretical constructs, placing little emphasis on relationships between constructs and measures. In most cases, constructs are treated as causes of their measures. However, this causal flow is sometimes reversed, such that measures are viewed as causes of constructs. Procedures have been developed to identify and estimate models that specify constructs as causes or effects of measures. However, these procedures provide little guidance for determining a priori whether constructs should be specified as causes or effects of their measures. Moreover, these procedures address few of the possible causal structures by which constructs and measures may be related. This article develops principles for specifying the direction and structure of relationships between constructs and measures. These principles are illustrated using examples from psychological, sociological, and organizational research.
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- Seeking Qualitative Rigor in Inductive Research: Notes on the Gioia MethodologyGioia, Dennis A., Corley, Kevin G., Hamilton, Aimee L. · 2013 · Organizational Research Methods
- Knowledge management: An organizational capabilities perspectiveGold, Andrew H., Malhotra, Arvind, Segars, Albert H. · 2001 · Journal of Management Information Systems
- Using PLS Path Modeling for Assessing Hierarchical Construct Models: Guidelines and Empirical Illustration1Wetzels, Martin, Odekerken-Schröder, Gaby, van Oppen, Claudia · 2009 · MIS Quarterly
- Specification, evaluation, and interpretation of structural equation modelsBagozzi, Richard P., Yi, Youjae · 2012 · Journal of the Academy of Marketing Science
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: On the nature and direction of relationships between constructs and measures. https://app.cochat.ai/papers/10.1037//1082-989x.5.2.155
- The paper
- Edwards, J. R., & Bagozzi, R. P. (2000). On the nature and direction of relationships between constructs and measures. Psychological Methods. https://doi.org/10.1037//1082-989x.5.2.155
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.