Advanced Mediating Effects Tests, Multi-Group Analyses, and Measurement Model Assessments in PLS-Based SEM

International Journal of e-Collaboration

Volumn 10, Issue 1, 2014, Pages 1-13

  Kock, Ned ^a  

^a TEXAS A AND M INTERNATIONAL UNIVERSITY   (United States)

Author keywords

Mediating Effects; Multi group Analyses; Multivariate Statistics; Partial Least Squares; Structural Equation Modeling; WarpPLS

Indexed keywords

INFORMATION SERVICES; MULTIVARIANT ANALYSIS;

MEDIATING EFFECT; MULTI-GROUP; MULTIVARIATE STATISTICS; PARTIAL LEAST SQUARE (PLS); STRUCTURAL EQUATION MODELING; WARPPLS;

LEAST SQUARES APPROXIMATIONS;

EID: 84996602292     PISSN: 15483673     EISSN: 15483681     Source Type: Journal    
DOI: 10.4018/ijec.2014010101     Document Type: Article

References (17)

1. Cenfetelli R., Bassellier G. (2009). Interpretation of formative measurement in information systems research. Management Information Systems Quarterly, 33(4), 689–708.
2. Cohen J. (1988). Statistical power analysis for the behavioral sciences. Hillsdale, NJ: Lawrence Erlbaum.
3. Diamantopoulos A. (1999). Export performance measurement: Reflective versus formative indicators. International Marketing Review, 16(6), 444–457. 10.1108/02651339910300422
4. Diamantopoulos A., Siguaw J. A. (2006). Formative versus reflective indicators in organizational measure development: A comparison and empirical illustration. British Journal of Management, 17(4), 263–282. 10.1111/j.1467–8551.2006.00500.x
5. Diamantopoulos A., Winklhofer H. (2001). Index construction with formative indicators: An alternative scale development. JMR, Journal of Marketing Research, 37(1), 269–277. 10.1509/jmkr.38.2.269.18845
6. Hair J. F., Black W. C., Babin B. J., Anderson R. E. (2009). Multivariate data analysis. Upper Saddle River, NJ: Prentice Hall.
7. Keil M., Tan B. C., Wei K.-K., Saarinen T., Tuunainen V., Wassenaar A. (2000). A cross-cultural study on escalation of commitment behavior in software projects. Management Information Systems Quarterly, 24(2), 299–325. 10.2307/3250940
8. Kline R. B. (1998). Principles and practice of structural equation modeling. New York, NY: The Guilford Press.
9. Kock N. (2010). Using WarpPLS in e-collaboration studies: An overview of five main analysis steps. International Journal of e-Collaboration, 6(4), 1–11. 10.4018/jec.2010100101
10. Kock N. (2011 a). Using WarpPLS in e-collaboration studies: Descriptive statistics, settings, and key analysis results. International Journal of e-Collaboration, 7(2), 1–17. 10.4018/jec.2011040101
11. Kock N. (2011 b). Using WarpPLS in e-collaboration studies: Mediating effects, control and second order variables, and algorithm choices. International Journal of e-Collaboration, 7(3), 1–14. 10.4018/jec.2011070101
12. Kock N. (2013). WarpPLS 4.0 user manual. Laredo, TX: ScriptWarp Systems.
13. Kock N., Lynn G. S. (2012). Lateral collinearity and misleading results in variance-based SEM: An illustration and recommendations. Journal of the Association for Information Systems, 13(7), 546–580.
14. Miller R. B., Wichern D. W. (1977). Intermediate business statistics: Analysis of variance, regression and time series. New York, NY: Holt, Rihehart and Winston.
15. Mueller R. O. (1996). Basic principles of structural equation modeling. New York, NY: Springer. 10.1007/978–1–4612–3974–1
16. Petter S., Straub D., Rai A. (2007). Specifying formative constructs in information systems research. Management Information Systems Quarterly, 31(4), 623–656.
17. Rencher A. C. (1998). Multivariate statistical inference and applications. New York, NY: John Wiley & Sons.