A Tutorial on Testing, Visualizing, and Probing an Interaction Involving a Multicategorical Variable in Linear Regression Analysis

By Andrew F. Hayes, A. Montoya. 2017

393 citations recorded by the source corpus.

Subfields: Literature and Literary Theory, Social Psychology, Sociology and Political Science

View Paper: https://www.semanticscholar.org/paper/b82ab7972a1432717d827e95c9f6d0b69c4334e0

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Literature and Literary Theory

1. Francis L. Huang
2. A. Olsen
3. Andrew F. Hayes

In Social Psychology

1. Francis L. Huang
2. A. Olsen
3. Andrew F. Hayes
4. Kristopher J Preacher
5. Mei-Lin Chang
6. Thomas W. H. Ng
7. F. Sirois
8. Gökmen Arslan

In Sociology and Political Science

1. Francis L. Huang
2. A. Olsen
3. Andrew F. Hayes
4. Kristopher J Preacher
5. Nicholas J. Rockwood
6. L. Leibovich
7. M. Shorer
8. Jennifer S. Mueller

Citations in the corpus

• Teacher job satisfaction by principal support and teacher cooperation: Results from the Schools and Staffing Survey (2019, methodology): “To better understand the moderation effects in Model 3, the interactions were probed using simple slopes analysis as suggested by Hayes and Montoya (2017).”
• Partial, conditional, and moderated moderated mediation: Quantification, inference, and interpretation (2018, background): “Hayes and Preacher (2014) discuss mediation analysis with a multicategorical X, and Hayes and Montoya (2017) provide a tutorial on moderation analysis when one of the variables (moderator or independent variable) is multicategorical and the other is continuous or dichotomous.”