Weekly outline

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    【瀏覽課程大綱Syllabus】【列印Print】

  • General

  • 1. 13 September - 19 September

    Add/Drop Week

    Class introduction

    Grading system and software installation

    0914-First Class
    https://meet.google.com/gcc-kgvu-oew

    1. This is the GOOGLE MEET link for class on 09/14.

     

    2. Please change your GOOGLE username to the following format:

    Name(Nickname)

    ex: Jefferson Jones (Jeff)

     

    3.The nickname is for the professor to remember you faster.

    • 2. 20 September - 26 September

       Moon Festival

      • 3. 27 September - 3 October

        The theory and application of linear structure

        1. An introduction to Structural Equation Modeling
        2. Differences between path analysis and regression analysis
        3. CB-SEM versus PLS-SEM (VB-SEM)
        4. Difference between the formative and reflective indicators

        • 4. 4 October - 10 October

          AMOS/Smart-PLS interface and working environment

          1. Regression, interaction, and path analysis
          2. Model-identification and verification of causality

          • 5. 11 October - 17 October

            Mediation model and effect

            1. Understand the similarities and differences between mediation and moderation analysis
            2. Path model estimation
            3. Mediation effect verification
            4. Discussion of various mediation models

            • 6. 18 October - 24 October

              Multiple mediation models

              1. Explore multiple mediation models
              2. Parallel mediation, sequential mediation
              3. Bayesian estimand, custom estimand

              • 7. 25 October - 31 October

                Moderation analysis

                1. Moderation analysis tool
                2. Moderation effect map
                3. Moderated mediation and mediated moderation models

                • 8. 1 November - 7 November

                  Introduction to Confirmatory Factor Analysis

                  1. The similarities and differences between EFA and CFA
                  2. Second-order CFA
                  3. Multi-group analysis

                  • 9. 8 November - 14 November

                    Mid-term exam - Paper Review & Article Reading

                    • 10. 15 November - 21 November

                      Identification, verification, and evaluation of models

                      1. Overall model fit assessment
                      2. Evaluation of measurement model
                      3. Evaluation of structural model

                      • 11. 22 November - 28 November

                        SmartPLS (1)

                        1. Evaluation of Reflective Measurement Models
                        2. Evaluation of Formative Measurement Models

                        • 12. 29 November - 5 December

                          SmartPLS (2)

                          1. Evaluation of Structural Model
                          2. Mediator analysis

                          • 13. 6 December - 12 December

                            SmartPLS (3)

                            1. Moderator analysis
                            2. Multi-group analysis (MITCOM)

                            • 14. 13 December - 19 December

                              Latent growth curve model (1)

                              Testing for change over time – the general notion

                              • 15. 20 December - 26 December

                                Latent growth curve model (2)

                                Testing latent growth curve models

                                • 16. 27 December - 2 January

                                  Latent growth curve model (3)

                                  Something goes here

                                  • 17. 3 January - 9 January

                                    Latent growth curve model (4)

                                    Something goes here

                                    • 18. 10 January - 16 January

                                      Final exam