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Assessing measurement model quality in PLS-SEM using confirmatory composite analysis
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“Additionally, both the composite reliability (CR) and Cronbach's alpha (α) values for each of the four constructs used in this study exceeded the suggested threshold of 0.70, indicating that the measures exhibit internal consistency, reliability and credibility (Fornell and Larcker, 1981;Hair et al., 2020).”
From Promoting transparency and accountability towards anti-corruption in pharmaceutical procurement system: does e-procurement play a significant role? (2024) · cites this paper as Hair et al., 2020
In the citing paper
“The results presented in Figure 2 and Table 1 provide sufficient evidence for the unidimensionality of the measurement scales in this study, with all observed items demonstrating factor loadings (λ) greater than 0.7 (Hair et al., 2020).”
From Promoting transparency and accountability towards anti-corruption in pharmaceutical procurement system: does e-procurement play a significant role? (2024) · cites this paper as Hair et al., 2020
In the citing paper
“PLS is proficient in handling multicollinearity issues as it can provide reliable findings even in cases of high multicollinearity (Hair et al., 2017, 2020).”
From Sustainable entrepreneurship and knowledge management: Role of green information technology in building sustainable entrepreneurial ecosystems (2025) · cites this paper as Hair et al., 2020
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
Principles and Practice of Structural Equation Modeling
Tabri, N., & Elliott, C. M. (2012) · Canadian Graduate Journal of Sociology and Criminology · doi:10.15353/cgjsc.v1i1.3787 · Cited by 39,094
A new criterion for assessing discriminant validity in variance-based structural equation modeling
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-014-0403-8 · Cited by 38,459
(1998) · Cited by 36,049
Herne, H., Cooley, W. W., & Lohnes, P. R. (1973) · Journal of the Royal Statistical Society Series A (General) · doi:10.2307/2344428 · Cited by 35,801
When to Use and How to Report the Results of PLS-SEM
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019) · European Business Review · doi:10.1108/ebr-11-2018-0203 · Cited by 27,541
Self-citationPls-Sem: indeed a silver bullet
Hair, J. F., Ringle, C. M., & Sarstedt, M. (2011) · Journal of Marketing Theory and Practice · doi:10.2753/mtp1069-6679190202 · Cited by 21,631
Self-citationA primer on partial least squares structural equation modeling (PLS-SEM)
Leguina, A. (2015) · International Journal of Research & Method in Education · doi:10.1080/1743727x.2015.1005806 · Cited by 18,921
Confirmatory factor analysis for applied research
Brown, T. A. (2007) · Choice Reviews Online · doi:10.5860/choice.44-2769 · Cited by 15,621
Research works printed but not linked: 3
- Fassott, 2015, Vol. 9
- Howard, 2018, Scale pretesting, Practical Assessment, Research & Evaluation, 23
- Stouffer, 1950, Vol. 4
Cited by
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Bhatta, D. D., Pi, Y., Sarfraz, M., Jaffri, Z. U. A., Ivaşcu, L., & Öztürk, İ. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e24678 · Cited by 30
RetractedShailesh Prabhu, N., & Majhi, R. (2024) · Waste Management · doi:10.1016/j.wasman.2024.01.033 · Cited by 31
Dash, A., & Mohanta, G. (2024) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2024.141731 · Cited by 49
Mutambik, I. (2024) · Sustainability · doi:10.3390/su16104310 · Cited by 41
Obeng, H. A., Arhinful, R., Mensah, L., & Osei, D. A. (2024) · Journal of Tourism Management Research · doi:10.18488/31.v11i1.3775 · Cited by 30
Sahoo, S., Kumar, A., Mangla, S. K., & Tiwari, A. (2024) · Business Strategy and the Environment · doi:10.1002/bse.3949 · Cited by 32
El-Akhras, H. A., El-Wahab, M. A. A., Saghier, E. G., & Selem, K. M. (2024) · Journal of Hospitality and Tourism Insights · doi:10.1108/jhti-04-2024-0292 · Cited by 33
Abubakari, M. S., Zakaria, G. A. N., & Musa, J. (2024) · Cogent Education · doi:10.1080/2331186x.2024.2430869 · Cited by 30
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Ng, P. M. L., Chan, J. K. Y., Lit, K. K., Cheung, C. T. Y., Lau, M. M., Wan, C., & Choy, E. T. K. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108517 · Cited by 31
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Awan, U., Shamim, S., & Hannola, L. (2025) · Business Strategy and the Environment · doi:10.1002/bse.70266 · Cited by 32
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Lee, V., Hew, J.-J., Leong, L.-Y., Tan, G. W., & Ooi, K. (2021) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2021.1987681 · Cited by 30
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Kim, J.-H., Kim, K.-J., Park, B.-T., & Choi, H.-J. (2022) · Sustainability · doi:10.3390/su14063200 · Cited by 30
Wujema, B. K., Rasdi, R. M., Zaremohzzabieh, Z., & Ahrari, S. (2022) · Sustainability · doi:10.3390/su14084660 · Cited by 30
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Metadata
- Authors
- Hair, J. F., Howard, M. C., & Nitzl, C.
- Affiliations
- University of South Alabama (US)
- Universität der Bundeswehr München (DE)
- Corresponding author
- Hair, Joe F.
- Venue
- Journal of Business Research
- Publisher
- Elsevier BV
- Published
- 2020-03
- Volume
- 109
- Pages
- 101-110
- ISSN
- 0148-2963 (ISSN-L)
- OpenAlex
- W2995576379
- Cited by
- 5,446
- References
- 88
- Citations by year
- 2026: 1102 · 2025: 1296 · 2024: 1180 · 2023: 841 · 2022: 592 · 2021: 348 · 2020: 84
- FWCI
- 183.37
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Business Research (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Topics
- Social Sciences › Decision Sciences › Management Science and Operations Research › Psychometric Methodologies and Testing
- Social Sciences › Business, Management and Accounting › Strategy and Management › Business Strategies and Management Research
- Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
- Keywords
- measurement model validation, PLS-SEM, formative constructs, reflective constructs, construct measurement, scale development
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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