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Beyond redundancy: rethinking construct proliferation through meaning, practice, and taxonomy.
1Translational Research Program, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada.
Frontiers in Psychology
|July 16, 2026
Summary
Construct proliferation (CP) in organizational research is a complex issue. This paper argues that semantic divergence under shared labels is as important as redundancy, requiring conceptual clarity and better integration for effective research and application.
Area of Science:
- Organizational Behavior
- Management Science
- Research Methodology
Background:
- Construct proliferation (CP) in organizational research is often viewed as a problem of redundant measures with different names but similar meanings (jingle-jangle fallacy).
- Existing approaches tend to focus on the 'jangle' aspect (different names, same meaning) while overlooking 'jingle' (same name, different meanings).
- This overlooks the critical issue of semantic divergence where shared labels mask distinct conceptual underpinnings.
Purpose of the Study:
- To present a more comprehensive understanding of construct proliferation (CP) in organizational research.
- To highlight the underemphasized problem of semantic divergence under shared labels.
- To propose that CP stems from deeper structural dynamics and suggest novel analytical approaches.
Main Methods:
- This perspective paper analyzes the conceptual and methodological challenges of construct proliferation.
- It critiques prevailing frameworks by contrasting the jingle-jangle fallacy with semantic divergence.
- It proposes leveraging semantic analysis for a deeper understanding of construct meaning.
Main Results:
- Prevailing approaches to construct proliferation (CP) overemphasize redundancy and neglect semantic divergence under shared labels.
- CP is linked to structural dynamics like audience misalignment and uncoordinated construct definition and use.
- These dynamics lead to taxonomic incommensurability, hindering meaningful integration of constructs.
- Semantic analysis offers a promising tool to address CP at the meaning level, beyond measurement.
Conclusions:
- Construct proliferation (CP) requires addressing semantic divergence, not just redundancy.
- Deeper structural issues, including audience misalignment and lack of coordination, fuel CP.
- Effective solutions involve conceptual clarification, cross-domain coordination, and integrating research with practice, enhanced by semantic analysis.
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