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A seminar on SmartPLS 3 (PLS-SEM)

公告類型: 學術活動
點閱次數: 337

A seminar on SmartPLS 3 (PLS-SEM)

Details

Date and Time:

June 3, 2016 / 10:00am-17:00pm

Venue:

Southern Taiwan University of Science and Technology

Organizer:

Mac Wen-Lung Shiau

Professor

Department of Information Management

Ming Chuang University, Taiwan

mac@mail.mcu.edu.tw

 

About the seminar

Partial least squares structural equation modeling (PLS-SEM) has recently received considerable attention, especially for the management information systems (Ringle, Sarstedt, & Straub, 2012), marketing (Hair, Sarstedt, Ringle, & Mena, 2012) and strategic management (Hair, Sarstedt, Pieper, & Ringle, 2012), operations management (Peng & Lai, 2012), and organizational research (Sosik, Kahai, & Piovoso, 2009). In this seminar, we provide real examples of SmartPLS 3.x so that PhD students and junior researchers can learn the software and practice. Further, we introduce the advanced topic of PLS-SEM, including Consistent PLS Algorithm& Bootstrapping, IPMA, Mediation, Moderation, Hierarchical component models (second order reflective vs formative), Multi-group analysis, Latent class techniques (Heterogeneity) FIMIX-PLS and PLS-POS. More advanced topics will not be covered in depth, but will be suggested with suitable literature. At the end of tutorial, it is expected that participants will be able to accurately run any basic PLS-SEM applications and some extensions as required for research and journal publications.

Instructor: Mac Wen-Lung Shiau has authored over 60 books, including Multivariate Data Analysis, SPSS+LISREL, GoTop (2nd edition, 2009, cited 1,160+ times). Statistical Analysis, SPSS+PLS-SEM (SmartPLS), GoTop (2013). Statistical Analysis, SPSS+ SmartPLS 3 (PLS-SEM), GoTop(2016).

He also has numerous publications in journals such as Behaviour & Information Technology, Computers in Human Behavior, Information Technology and People, Communications of the Association for Information Systems (CAIS), Scientometrics, European Journal of InformationSystems(EJIS), Information & Management, and among others.

Important notice: Participants will get 2 months free license of SmartPLS 3.X (Thanks for the support from Prof. Ringle, C.M.)

 

References

       Hair, J.F., Sarstedt, M., Pieper, T.M., & Ringle, C.M. (2012). The Use of Partial Least Squares Structural Equation Modeling in Strategic Management Research: A Review of Past Practices and Recommendations for Future Applications. Long Range Planning, 45, 320-340.

       Hair, J.F., Sarstedt, M., Ringle, C.M., & Mena, J.A. (2012). An Assessment of the Use of Partial Least Squares Structural Equation Modeling in Marketing Research. Journal of the Academy of Marketing Science, 40, 414-433.

       Peng, D.X. & Lai, F. (2012). Using Partial Least Squares in Operations Management Research: A Practical Guideline and Summary of Past Research. Journal of Operations Management, 30, 467-480.

       Ringle, C.M., Sarstedt, M., & Straub, D.W. (2012). A Critical Look at the Use of PLS-SEM in MIS Quarterly. MIS Quarterly, 36, iiixiv.

       Sosik, J.J., Kahai, S.S., & Piovoso, M.J. (2009). Silver Bullet or Voodoo Statistics? A Primer for Using the Partial Least Squares Data Analytic Technique in Group and Organization Research. Group Organization Management, 34, 5-36.

發布日期: 2016/05/16
發布人員: 張愛華
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