1. 瞭解結構方程模式(structural equation modeling/SEM)之基本概念與原理
2. 熟悉結構方程模式分析之程序
3. 學會使用LISREL、PLS-GUI等套裝軟體進行SEM分析
4. 瞭解確認性因素分析(confirmatory factor analysis)的原理及應用
5. 學會應用SEM方法進行研究1. Understand the basic concepts and principles of structural equation modeling (SEM)
2. Be familiar with the procedures of structural equation model analysis
3. Learn to use package software such as LISREL and PLS-GUI for SEM analysis
4. Understand the principles and applications of confirmatory factor analysis
5. Learn to apply SEM methods for research
本課程在介紹結構方程模型(structural equations modeling/SEM)的基本觀念、分析原理、分析步驟、及軟體的操作與解釋,屬於一門進階的數量方法。這門課希望讓修課同學具備使用SEM方法進行餐旅管理領域量化研究或量表建構的基本知識與能力。
This course introduces the basic concepts, analysis principles, analysis steps, and software operation and interpretation of structural equations modeling (SEM). It is an advanced quantitative method. This course hopes to equip students with the basic knowledge and ability to use SEM methods to conduct quantitative research or scale construction in the field of hospitality management.
� 指定教材:
1. J. F. Hair, W. C. Black, B. J. Babin, R. E. Anderson, R. L. Tatbam. (2006). Multivariate Data Analysis, 6th ed. Upper Saddle River, NJ: Pearson Education, Inc.(華泰書局代理)
2. 邱皓政 (2011)。結構方程模式:LISREL/SIMPLIS原理與應用(第二版)。雙葉書廊出版。
3. PLS-GUI 1.0, A Graphic User Interface for Lvpls (PLS 1.8 PC), User Mannual.
4. Hulland, J. 1999. Use of partial least squares in strategic management research: A review of four recent studies. Strategic Management Journal, 20(2): 195-204.
� 補充教材:
1. 吳明隆 (2009)。結構方程模式-SIMPLIS的應用(附光碟)。五南文化出版。
3. 吳明隆、張毓仁 (2010)。結構方程模式:實務應用秘笈。五南文化出版。
� Designated teaching materials:
1. J. F. Hair, W. C. Black, B. J. Babin, R. E. Anderson, R. L. Tatbam. (2006). Multivariate Data Analysis, 6th ed. Upper Saddle River, NJ: Pearson Education, Inc. (distributed by Huatai Book Company)
2. Qiu Haozheng (2011). Structural Equation Patterns: LISREL/SIMPLIS Principles and Applications (2nd ed.). Published by Shuangye Bookstore.
3. PLS-GUI 1.0, A Graphic User Interface for Lvpls (PLS 1.8 PC), User Manual.
4. Hulland, J. 1999. Use of partial least squares in strategic management research: A review of four recent studies. Strategic Management Journal, 20(2): 195-204.
� Supplementary teaching materials:
1. Wu, M. L. (2009). Structural Equation Model - Application of SIMPLIS (with CD-ROM). Published by Wunan Culture.
3. Wu Minglong, Zhang Yuren (2010). Structural Equation Patterns: Tips for Practical Applications. Published by Wunan Culture.
評分項目 Grading Method | 配分比例 Grading percentage | 說明 Description |
---|---|---|
平時報告與作業平時報告與作業 Daily reports and homework |
60 | |
期末報告期末報告 Final report |
30 | |
課堂參與課堂參與 class participation |
10 |