中介與調節效果當代分析手法大解秘-amos與mplus為例-三星統計張偉豪

37
http://www.semsoeasy.com.tw/ 1 白手套VS.小三 Statistical Mediation and Moderation Analysis in the New Millennium 張偉豪 三星統計服務有限公司執行長 SEM亞洲一哥

Upload: beckett-hsieh

Post on 14-Jan-2015

2.989 views

Category:

Education


7 download

DESCRIPTION

三星課程網 www.tutortristar.com

TRANSCRIPT

  • 1. http://www.semsoeasy.com.tw/ 1 VS. Statistical Mediation and Moderation Analysis in the New Millennium SEM

2. Books http://www.semsoeasy.com.tw/ 3. Outline VS. Baron & Kenny (1986), Sobel (1982). VS. Bootstrapping Total Indirect Effect VS. Specific Indirect Effect http://www.semsoeasy.com.tw/ 4. Outline VS. VS. VS. () VS. VS. (Moderated Mediation VS. Mediated Moderation) Piecemeal Approach Subgroup Approach Moderated Causal Steps Approach Q & A http://www.semsoeasy.com.tw/ 5. : : : 5 6. : How and Why : 6 7. () 7 8. : What and When 8 9. () : 9 10. VS. Baron & Kenny (1986), Sobel (1982) B-KMeY,a b()(a*b) Sobela*b SobelB-K http://www.semsoeasy.com.tw/ X Y Me a b c 11. VS. SPSS Mediation Bootstrapping Process Macro (http://afhayes.com/spss- sas-and-mplus-macros-and-code.html) percentile bias-corrected 2 : http://www.semsoeasy.com.tw/ X Y Me a b c 12. VS. SPSS Process http://www.semsoeasy.com.tw/ a b c 13. VS. Amos Bootstrapping a*b,z=1.96 Bootstrap percentilebias-corrected CI a*bCI0 http://www.semsoeasy.com.tw/ 14. VS. AMOS Bootstrapping percentile bias-corrected 2 AMOS Bootstrapping http://www.semsoeasy.com.tw/ X Y Me a b c 15. VS. MPLUS () 2 MPLUS http://www.semsoeasy.com.tw/ 16. VS. (TAM) http://www.semsoeasy.com.tw/ 17. AMOS OUTPUT http://www.semsoeasy.com.tw/ 18. MPLUS OUTPUT http://www.semsoeasy.com.tw/ 19. VS. http://www.semsoeasy.com.tw/ 20. VS. Moderator is categorical VS. SPSS VS. SEM http://www.semsoeasy.com.tw/ 21. VS. Moderator is continuum VS. () http://www.semsoeasy.com.tw/ 22. VS. (SPSS) () () R2 R2, http://www.semsoeasy.com.tw/ 23. VS. Moderator is latent variable (Ping, 1995) 1. 2. 3. http://www.semsoeasy.com.tw/ 24. VS. Moderator is latent variable MPLUS http://www.semsoeasy.com.tw/ 25. Moderated Mediation VS. Mediated Moderation http://www.semsoeasy.com.tw/ 26. Three Approaches for Combining Moderation and Mediation 1. Piecemeal Approach Baron and Kenny, 2. Subgroup Approach , 3. Moderated Causal Steps Approach , 26 27. Moderated Mediation VS. Mediated Moderation Moderated Mediation () Moderator is categorical SPSS Process Marco model 7 Groups comparison (AMOS) Moderator is continuum SPSS Process Marco model 7 Hierarchical regression http://www.semsoeasy.com.tw/ 28. Process http://www.semsoeasy.com.tw/ 29. AMOS http://www.semsoeasy.com.tw/ 30. AMOS output IE S.E. IE DIFF Z-value P-value Low tech .347 .274 .153 High tech .194 .146 http://www.semsoeasy.com.tw/ 31. MPLUS Z (Constraint model) http://www.semsoeasy.com.tw/ 32. IE http://www.semsoeasy.com.tw/ 33. IE http://www.semsoeasy.com.tw/ 34. IE http://www.semsoeasy.com.tw/ 35. IE http://www.semsoeasy.com.tw/ 36. http://www.semsoeasy.com.tw/ 36 37. http://www.semsoeasy.com.tw/ 37 http://www.semsoeasy.com.tw/ E-mail: [email protected] Fax: 07-3909741