In Pursuit of Moderation: Nine Common Errors and Their Solutions1
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One result of the increasing sophistication and complexity of MIS theory and research is the number of studies hypothesizing and testing for moderation effects. A review of the MIS and broader management literatures suggests researchers investigating moderated relationships often commit one or more errors falling into three broad categories: inappropriate use or interpretation of statistics, misalignment of research design with phenomena of interest, and measurement or scaling issues. Examples of nine common errors are presented. Commission of these errors is expected to yield literatures characterized by mixed results at best, and thoroughly erroneous results at worse. Procedures representing examples of best practice and reporting guidelines are provided to help MIS investigators avoid or minimize these errors.
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The F-test results showed that both interaction effects increased R2 significantly, confirming the significance of the moderating effects.
“Thus, the F-test results showed that both of the interaction effects increased R 2 significantly, confirming the significance of the moderating effects (Carte and Russell 2003).”
From Trust, Satisfaction, and Online Repurchase Intention: The Moderating Role of Perceived Effectiveness of E-Commerce Institutional Mechanisms1 (2014) · cites this paper as Carte and Russell 2003
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- Authors
- Carte, T. A., & Russell, C. J.
- Affiliations
- University of Oklahoma (US)
- Division of Management, Price College of Business, University of Oklahoma, 307 W. Brooks Drive, Norman, OK 73019-0450, U.S.A.
- ORCID
- Carte, Traci A.
- Venue
- MIS Quarterly
- Publisher
- MIS Quarterly
- Published
- 2003-09-01
- Volume
- 27
- Issue
- 3
- Pages
- 479-501
- ISSN
- 0276-7783 (ISSN-L)
- 2162-9730
- OpenAlex
- W2127450621
- Cited by
- 565
- References
- 6
- Citations by year
- 2026: 10 · 2025: 17 · 2024: 6 · 2023: 10 · 2022: 24 · 2021: 25 · 2020: 25 · 2019: 29 · 2018: 14 · 2017: 28 · 2016: 23 · 2015: 37 · 2014: 34 · 2013: 42 · 2012: 37
- FWCI
- 17.11
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- MIS Quarterly (publishedVersion)
- SHAREOK (University of Oklahoma; Oklahoma State University; Central Oklahoma University) (submittedVersion)
- Journal of the Association for Information Systems (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Business Strategies and Management Research
- Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Meta-analysis and systematic reviews
- Physical Sciences › Mathematics › Statistics and Probability › Advanced Causal Inference Techniques
- Keywords
- moderating effect, statistical interpretation, research design, measurement challenges, scaling, reporting guidelines, best practices, management information systems research
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