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Survey Data Analysis

This page is to support the survey data and factor analysis course (ADC5004).

▒ SYLLABUS & ANNOUNCEMENT

▒ EFA/CFA Resources

▒ Homework and Term Paper

  1. Questionnaire Design: Due 18:00 on June 2 PDF icon New Icon
  2. Term Paper: Due 18:00 on June 11 PDF icon New Icon Codebook of the Survey | Data set (CSV)

Bivariate Normal Distribution

Session 1: Introduction (05/27)

Required

  1. Albright and Park (2010).
  2. Questionnaire survey (handout) PDF icon New icon

Optional

  1. Huff (1954)
  2. Good and Hardin (2009)

Bivariate Normal Distribution

Session 2: Questionnaire Survey (05/27)

Required

  1. Ruel, Wagner, and Gillespie (2016).
  2. Questionnaire survey (handout) PDF icon New icon

Optional

  1. Fowler (2014).

Bivariate Normal Distribution

Session 3: Questionnaire Design (05/28)

Required

  1. Harris (2014).
  2. Questionnaire survey (handout) PDF icon New icon

Optional

  1. Fowler (2014).
  2. Ruel, Wagner, and Gillespie (2016).
  3. Types of survey questions (Surveymonkey)

Bivariate Normal Distribution

Session 4: Survey Data Management (05/28)

Required

  1. Fowler (2014).
  2. Survey data management (handout) PDF icon New icon

Optional

  1. Osborne (2013).

Bivariate Normal Distribution

Session 5: Factor Analysis Basics (06/03)

Required

  1. Albright and Park (2009).
  2. Exploratory factor analysis (handout) PDF icon New icon
  3. Finch (2020).

Optional

  1. Bartholomew, Steele, Moustaki, and Galbraith (2008)
  2. Kim and Mueller (1978)

Bivariate Normal Distribution

Session 6: Exploratory Factor Analysis 1 (06/03)

Required

  1. Albright and Park (2009).
  2. Exploratory factor analysis (handout) PDF icon
  3. Brown (2015).

Optional

  1. O’Rourke, Hatcher (2013)
  2. Osborne and Benjanovic (2016)
  3. Cattell, R. B. (1966). The scree test for the number of factors. Multivariate Behavioral Research, 1, 245-276.

Resources

  1. Exploratory factor analysis (10 min) VLC icon Exploratory factor analysis (28 min) VLC icon

Bivariate Normal Distribution

Session 7: Exploratory Factor Analysis 2 (06/04))

Required

  1. Albright and Park (2009).
  2. Exploratory factor analysis (handout) PDF icon
  3. Brown (2015).

Optional

  1. O’Rourke, Hatcher (2013)
  2. Osborne and Benjanovic (2016)
  3. Orthogonal vs. Non-orthogonal RotationPDF icon New icon

Bivariate Normal Distribution

Session 8: Confirmatory Factor Analysis (06/04)

Required

  1. Albright and Park (2009).
  2. Brown (2015).
  3. Exploratory factor analysis (handout) PDF icon

Optional

  1. Acock (2013)
  2. Byrne (2012)
  3. Long (1983)

Resources

  1. What is confirmatory factor analysis (Paul Irwing) VLC icon
  2. Using Confirmatory Factor Analysis to Study Measurement Invariance (Roger Millsap) VLC icon