Tổng hợp tài liệu factor analysis

1 Sách

Watkins, Marley W. 2021. A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio. Routledge. (Watkins 2021)

Brown, Timothy A. 2015. Confirmatory Factor Analysis for Applied Research. 2nd ed. Guilford Press. (Brown 2015)

Gana, Kamel, and Guillaume Broc. 2019. Structural Equation Modeling with Lavaan. Willey. (Gana and Broc 2019)

2 Tài liệu theo package

Package piecewiseSEM Book

Package lavaangui giúp vẽ sơ đồ SEM Paper

Package lavaan

3 Video

• SEM, CFA, EFA, mediation model Playlist

• Multilevel models: Random coefficient and intercept models Playlist

Backup

4 Giải thích mô hình

• SmartPLS

• Phân tích SPSS

• Phạm Lộc

• Mạnh Hùng

• Xử lý số liệu

• Phần mềm SmartPLS Xem chỗ giáo trình

5 AMOS

6 Phần mềm

• SPSS AMOS 24 Link | Backup

• SmartPLS Playlist | Mạnh Hùng | ThS. Châu Khánh

• SEM Stata Guide

7 Phân tích Mediation

mediation: R Package for Causal Mediation Analysis

Effect Displays in R for Generalised Linear Models | Link

7.1 Phân tích Mediation | Simple model

Hamid, Abdalla A. R. M., Abdullah Seif Abdullah Al Miskry, and Abdel Hameed M. Darweesh. 2023. “The Relationship Between Coping and Distress Among Faculty Members and Students During COVID-19 Pandemic Lockdown: The Moderating Effect of Gender.” (Hamid, Miskry, and Darweesh 2023)

Hamid, Miskry, and Darweesh (2023)

The model of the moderating effect of gender on the relationship between coping and distress.

Quy trình phân tích mediation với biến GENDER

Zhang, Zhiyong, Fumiaki Hamagami, Kevin J. Grimm, and and John J. McArdle. 2015. “Using r Package RAMpath for Tracing SEM PathDiagrams and Conducting Complex LongitudinalData Analysis.” Structural Equation Modeling: A Multidisciplinary Journal. (Zhang et al. 2015)

Zhang et al. (2015)

Path diagram for a mediation model

8 Kiểm định giả thuyết nghiên cứu

https://tckhyersin.edu.vn/Data/Upload/MagazineArticle/20/3.%20Doan%20Quoc%20Viet%20-%20QLKT%20(24%20-%2032).pdf

9 Cronbach’s Alpha

Cách tính Cronbach’s alpha khi chỉ có 2 item (Eisinga, Grotenhuis, and Pelzer 2012)

https://search.r-project.org/CRAN/refmans/splithalfr/html/spearman_brown.html

https://www.phamlocblog.com/2017/03/kiem-dinh-do-tin-cay-cronbach-alpha-spss.html

Phân tích độ tin cậy thang đo

https://rpubs.com/hauselin/reliabilityanalysis

The model of the moderating effect of gender on the relationship between coping and distress. Path diagram for a mediation model

References

Brown, Timothy A. 2015. Confirmatory Factor Analysis for Applied Research. 2nd ed. Guilford Press. http://book.thuviencanhan.com/ref/factor_analysis/brown_confirmatory_2015.pdf.

Eisinga, Rob, Manfred te Grotenhuis, and Ben Pelzer. 2012. “The Reliability of a Two-Item Scale: Pearson, Cronbach or Spearman-Brown?” Int J Public Health. http://book.thuviencanhan.com/ref/factor_analysis/eisinga_2012.pdf.

Gana, Kamel, and Guillaume Broc. 2019. Structural Equation Modeling with Lavaan. Willey. http://book.thuviencanhan.com/ref/factor_analysis/broc_sem_lavaan_2019.pdf.

Hamid, Abdalla A. R. M., Abdullah Seif Abdullah Al Miskry, and Abdel Hameed M. Darweesh. 2023. “The Relationship Between Coping and Distress Among Faculty Members and Students During COVID-19 Pandemic Lockdown: The Moderating Effect of Gender.” Frontiers in Psychiatry. http://book.thuviencanhan.com/ref/factor_analysis/hamid_2023.pdf.

Watkins, Marley W. 2021. A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio. Routledge. http://book.thuviencanhan.com/ref/factor_analysis/watkins_efa_2021.pdf.

Zhang, Zhiyong, Fumiaki Hamagami, Kevin J. Grimm, and and John J. McArdle. 2015. “Using r Package RAMpath for Tracing SEM PathDiagrams and Conducting Complex LongitudinalData Analysis.” Structural Equation Modeling: A Multidisciplinary Journal. http://book.thuviencanhan.com/ref/factor_analysis/zhang_2014.pdf.