The DOI matches its Crossref record; 9 of the 9 references it cites were found in a registry or an index.
Operationalizing Multidimensional Constructs in Structural Equation Modeling: Recommendations for IS Research
Abstract
Although scholars have provided advice regarding how to conceptualize multidimensional constructs, less attention has been directed on how to evaluate structural equation models that include multidimensional constructs. Further, the extant information systems literature has provided little, and sometimes contradictory, direction on how to operationalize multidimensional constructs. This gap in how we approach multidimensional constructs merits attention because: (1) establishing construct validity is critical to testing theory and (2) recent advances in software enable testing models with multidimensional constructs more readily. Therefore, this tutorial (1) describes different forms of multidimensional constructs and (2) illustrates how to integrate superordinate and aggregate multidimensional constructs in structural equation models. In doing so, we offer guidelines and examples for how to conduct and evaluate research using multidimensional constructs.
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Cites
Perceived usefulness, perceived ease of use, and user acceptance of information technology
Davis, F. D. (1989) · MIS Quarterly · doi:10.2307/249008 · Cited by 68,483
Developing and validating trust measures for e-commerce: an integrative typology
McKnight, D. H., Choudhury, V., & Kacmar, C. (2002) · Information Systems Research · doi:10.1287/isre.13.3.334.81 · Cited by 5,550
Wetzels, M., Odekerken-Schröder, G., & van Oppen, C. (2009) · MIS Quarterly · doi:10.2307/20650284 · Cited by 4,944
Agarwal, R., & Karahanna, E. (2000) · MIS Quarterly · doi:10.2307/3250951 · Cited by 4,726
Conventional wisdom on measurement: A structural equation perspective.
Bollen, K., & Lennox, R. (1991) · Psychological Bulletin · doi:10.1037/0033-2909.110.2.305 · Cited by 3,618
Predicting Intention to Adopt Interorganizational Linkages: An Institutional Perspective1
Teo, H. H., Wei, K. K., & Benbasat, I. (2003) · MIS Quarterly · doi:10.2307/30036518 · Cited by 1,639
A General Approach for Representing Constructs in Organizational Research
Bagozzi, R. P., & Edwards, J. R. (1998) · Organizational Research Methods · doi:10.1177/109442819800100104 · Cited by 1,217
Multidimensional constructs in organizational behavior research: an integrative analytical framework
Edwards, J. R. (2001) · Organizational Research Methods · doi:10.1177/109442810142004 · Cited by 1,128
The Fallacy of Formative Measurement
Edwards, J. R. (2011) · Organizational Research Methods · doi:10.1177/1094428110378369 · Cited by 495
Cited by
Algorithmic control and gig workers: a legitimacy perspective of Uber drivers
Wiener, M., Cram, W. A., & Benlian, A. (2023) · European Journal of Information Systems · doi:10.1080/0960085x.2021.1977729 · Cited by 251
The relationship between satisfaction and loyalty: A mediator analysis
Picón, A., Castro, I., & Roldán, J. L. (2014) · Journal of Business Research · doi:10.1016/j.jbusres.2013.11.038 · Cited by 215
Carter, M., Wright, R., Thatcher, J. B., & Klein, R. (2014) · European Journal of Information Systems · doi:10.1057/ejis.2012.55 · Cited by 67
Self-citation(2015) · International Conference on Information Systems · Cited by 25
Metadata
- Authors
- Wright, R. T., Campbell, D. E., Thatcher, J. B., & Roberts, N.
- Venue
- Communications of the Association for Information Systems
- Publisher
- Association for Information Systems
- Published
- 2012
- Volume
- 30
- ISSN
- 1529-3181 (ISSN-L)
- OpenAlex
- W120793229
- Cited by
- 255
- References
- 9
- FWCI
- 10.35
- Type
- journal article
- Language
- en
- Open access
- closed
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