LibGuides: DDS-8515 v1: Lesson 5 Resources

Lesson 5 Resources

INFORMS Analytics Body Of Knowledge
Cochran, J.J. (2018, October). INFORMS analytics body of knowledge. Wiley.
Read Chapter 1 – Introduction to Analytics
This chapter details the importance of the conceptual framework used in analytics, the categories of analytics, using analytics within organizations, the ethical implications, and the changing world of analytics.
Structural Equation Modeling In Medical Research: A Primer
Beran, T. N., & Violato, C. (2010). Structural equation modeling in medical research: a primer.
This research article explains the process of structural equation modeling in easy-to-understand language.

Factors Affecting Teachers’ Burnout: A SEM Analysis in an Asian Context
Habibi, Akhmad (2020), Dataset for Factors Affecting Teachers’ Burnout: A SEM Analysis in an Asian Context, Mendeley Data, V2, doi:10.17632/6jmv43nffk.2

Lesson 5 Code Sample(s)
Lesson5-SEM_V1.ipynb
jobperformance.csv
The purpose of this employee job performance project is to demonstrate how structural equation models are used to explain relationships between measured and latent variables, and also relationships between latent variables (those variables that humans know of but cannot be directly measured).

Structural Equation Modeling: A Multidisciplinary Journal
Structural Equation Modeling: A Multidisciplinary Journal list of issues. (2022). Taylor & Francis. https://www.tandfonline.com/loi/hsem20
This research journal is a great resource for structural equation modeling applied to multidisciplinary domain areas.