The DOI matches its Crossref record; 4 of the 4 references it cites were found in a registry or an index.
Advanced Mediating Effects Tests, Multi-Group Analyses, and Measurement Model Assessments in PLS-Based SEM
Abstract
Use of the partial least squares (PLS) method has been on the rise among e-collaboration researchers. It has also seen increasing use in a wide variety of fields of research. This includes most business-related disciplines, as well as the social and health sciences. The use of the PLS method has been primarily in the context of PLS-based structural equation modeling (SEM). This article discusses a variety of advanced PLS-based SEM uses of critical coefficients such as standard errors, effect sizes, loadings, cross-loadings and weights. Among these uses are advanced mediating effects tests, comprehensive multi-group analyses, and measurement model assessments.
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Citations
Cites
SPSS and SAS procedures for estimating indirect effects in simple mediation models
Preacher, K. J., & Hayes, A. F. (2004) · Behavior Research Methods, Instruments, & Computers · doi:10.3758/bf03206553 · Cited by 17,383
Texas A&M International University, Kock, N., Lynn, G., & Stevens Institute of Technology (2012) · Journal of the Association for Information Systems · doi:10.17705/1jais.00302 · Cited by 3,783
Self-citationDiamantopoulos, A., & Siguaw, J. A. (2006) · British Journal of Management · doi:10.1111/j.1467-8551.2006.00500.x · Cited by 3,410 · cited 1×
“These criteria are generally consistent with formative latent variable theory (see, e.g., Diamantopoulos, 1999; Diamantopoulos & Winklhofer, 2001; Diamantopoulos & Siguaw, 2006).”
BackgroundSpecifying Formative Constructs in Information Systems Research1
Petter, S., Straub, D., & Rai, A. (2007) · MIS Quarterly · doi:10.2307/25148814 · Cited by 32
Cited by
Minimum sample size estimation in PLS‐SEM: The inverse square root and gamma‐exponential methods
Kock, N., & Hadaya, P. (2018) · Information Systems Journal · doi:10.1111/isj.12131 · Cited by 2,621
Self-citationDubey, R., Gunasekaran, A., Childe, S. J., Fosso Wamba, S., Roubaud, D., & Foropon, C. (2021) · International Journal of Production Research · doi:10.1080/00207543.2019.1582820 · Cited by 958
Dubey, R., Gunasekaran, A., & Childe, S. J. (2019) · Management Decision · doi:10.1108/md-01-2018-0119 · Cited by 480
Procurement 4.0 and its implications on business process performance in a circular economy
Bag, S., Wood, L. C., Mangla, S. K., & Luthra, S. (2020) · Resources, Conservation and Recycling · doi:10.1016/j.resconrec.2019.104502 · Cited by 339
MEDIATION ANALYSIS: ISSUES AND RECOMMENDATIONS
Memon, M. A., Cheah, J.-H., Ramayah, T., Ting, H., & Chuah, F. (2018) · Journal of Applied Structural Equation Modeling · doi:10.47263/jasem.2(1)01 · Cited by 305
Ifinedo, P. (2016) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2015.11.007 · Cited by 273
Moqbel, M., & Kock, N. (2018) · Information & Management · doi:10.1016/j.im.2017.05.001 · Cited by 269
Self-citationMemon, M. A., Thurasamy, R., Cheah, J.-H., Ting, H., Chuah, F., & Cham, T. H. (2023) · Journal of Applied Structural Equation Modeling · doi:10.47263/jasem.7(2)01 · Cited by 81
Alnamrouti, A., Rjoub, H., & Ozgit, H. (2022) · Sustainability · doi:10.3390/su14127327 · Cited by 62
CARATIQUIT, K. D., & CARATIQUIT, L. J. C. (2023) · Turkish Online Journal of Distance Education · doi:10.17718/tojde.1060563 · Cited by 38
“On the other hand, prior studies mentioned that VIFs should be fewer than 5, although less than 10 is still acceptable and a more critical criterion (Hair et al., 1987; 2009; Kline, 1998; Kline, 2015; Kock, 2014).”
BackgroundG., R., & Asokan-Ajitha, A. (2021) · Journal of Indian Business Research · doi:10.1108/jibr-04-2018-0132 · Cited by 30
Graduate School of Business, H. A. U., Guiao, B. G. M., Lacap, J. P. G., & Graduate School of Business, H. A. U. (2022) · Asian Journal of Business Research · doi:10.14707/ajbr.220134 · Cited by 29
Do I Belong? Modeling Sense of Virtual Community Among Linux Kernel Contributors
Trinkenreich, B., Stol, K.-J., Sarma, A., German, D. M., Gerosa, M. A., & Steinmacher, I. (2023) · 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE) · doi:10.1109/icse48619.2023.00038 · Cited by 25
What Guides Our Choices? Modeling Developers' Trust and Behavioral Intentions Towards Genai
Choudhuri, R., Trinkenreich, B., Pandita, R., Kalliamvakou, E., Steinmacher, I., Gerosa, M., Sanchez, C., & Sarma, A. (2025) · 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE) · doi:10.1109/icse55347.2025.00087 · Cited by 17
Arredondo-Soto, K. C., Jiménez-Zaragoza, A., Miranda-Ackerman, M. A., Blanco-Fernández, J., García-Lechuga, A., Hernández-Escobedo, G., & García-Alcaraz, J. L. (2022) · Sustainability · doi:10.3390/su14148560 · Cited by 9
Metadata
- Authors
- Kock, N.
- Venue
- International Journal of e-Collaboration
- Publisher
- IGI Global
- Published
- 2014-01-01
- Volume
- 10
- Issue
- 1
- Pages
- 1-13
- ISSN
- 1548-3673 (ISSN-L)
- 1548-3681
- OpenAlex
- W2070629130
- Cited by
- 595
- References
- 4
- FWCI
- 35.73
- Type
- journal article
- Language
- ng
- Open access
- closed
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