CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression
When using multiple regression, researchers frequently wish to explore how the relationship between two variables is moderated by another variable; this is termed an interaction. Historically, two approaches have been used to probe interactions: the pick-a-point approach and the Johnson-Neyman (JN)...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2017-07-01
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| Series: | Frontiers in Psychology |
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| Online Access: | http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01293/full |
| _version_ | 1819142049641791488 |
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| author | Stephen W. Carden Nicholas S. Holtzman Michael J Strube |
| author_facet | Stephen W. Carden Nicholas S. Holtzman Michael J Strube |
| author_sort | Stephen W. Carden |
| collection | DOAJ |
| description | When using multiple regression, researchers frequently wish to explore how the relationship between two variables is moderated by another variable; this is termed an interaction. Historically, two approaches have been used to probe interactions: the pick-a-point approach and the Johnson-Neyman (JN) technique. The pick-a-point approach has limitations that can be avoided using the JN technique. Currently, the software available for implementing the JN technique and creating corresponding figures lacks several desirable features–most notably, ease of use and figure quality. To fill this gap in the literature, we offer a free Microsoft Excel 2013 workbook, CAHOST (a concatenation of the first two letters of the authors' last names), that allows the user to seamlessly create publication-ready figures of the results of the JN technique. |
| first_indexed | 2024-12-22T12:04:10Z |
| format | Article |
| id | doaj.art-70697a8172ca4342b4ef62b62cceccca |
| institution | Directory Open Access Journal |
| issn | 1664-1078 |
| language | English |
| last_indexed | 2024-12-22T12:04:10Z |
| publishDate | 2017-07-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Psychology |
| spelling | doaj.art-70697a8172ca4342b4ef62b62cceccca2022-12-21T18:26:29ZengFrontiers Media S.A.Frontiers in Psychology1664-10782017-07-01810.3389/fpsyg.2017.01293271128CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple RegressionStephen W. Carden0Nicholas S. Holtzman1Michael J Strube2Department of Mathematical Sciences, Georgia Southern UniversityStatesboro, GA, United StatesDepartment of Psychology, Georgia Southern UniversityStatesboro, GA, United StatesDepartment of Psychological and Brain Sciences, Washington University in St. LouisSt. Louis, MO, United StatesWhen using multiple regression, researchers frequently wish to explore how the relationship between two variables is moderated by another variable; this is termed an interaction. Historically, two approaches have been used to probe interactions: the pick-a-point approach and the Johnson-Neyman (JN) technique. The pick-a-point approach has limitations that can be avoided using the JN technique. Currently, the software available for implementing the JN technique and creating corresponding figures lacks several desirable features–most notably, ease of use and figure quality. To fill this gap in the literature, we offer a free Microsoft Excel 2013 workbook, CAHOST (a concatenation of the first two letters of the authors' last names), that allows the user to seamlessly create publication-ready figures of the results of the JN technique.http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01293/fullmoderationjohnson-neymaninteractionsprobing interactionsmultiple regression |
| spellingShingle | Stephen W. Carden Nicholas S. Holtzman Michael J Strube CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression Frontiers in Psychology moderation johnson-neyman interactions probing interactions multiple regression |
| title | CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression |
| title_full | CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression |
| title_fullStr | CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression |
| title_full_unstemmed | CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression |
| title_short | CAHOST: An Excel Workbook for Facilitating the Johnson-Neyman Technique for Two-Way Interactions in Multiple Regression |
| title_sort | cahost an excel workbook for facilitating the johnson neyman technique for two way interactions in multiple regression |
| topic | moderation johnson-neyman interactions probing interactions multiple regression |
| url | http://journal.frontiersin.org/article/10.3389/fpsyg.2017.01293/full |
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