multiple regression testing and interpreting interactions pdf aiken Tuesday, May 18, 2021 12:33:31 AM

Multiple Regression Testing And Interpreting Interactions Pdf Aiken

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The system can't perform the operation now. Try again later. Citations per year. Duplicate citations. The following articles are merged in Scholar.

Multiple Regression

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New articles related to this author's research. Email address for updates. My profile My library Metrics Alerts. Sign in. Get my own profile Cited by View all All Since Citations h-index 58 34 iindex Articles Cited by. Title Sort Sort by citations Sort by year Sort by title. Multiple regression: Testing and interpreting interactions , Multivariate behavioral research 30 1 , , Journal of personality assessment 91 2 , , Multivariate behavioral research 34 3 , , American Journal of Community Psychology 28 2 , , Journal of consulting and clinical psychology 62 3 , , Multiple regression: Testing and interpreting interactions, , 8.

Articles 1—20 Show more. Help Privacy Terms. A psychosocial model of sun protection and sunbathing in young women: the impact of health beliefs, attitudes, norms, and self-efficacy for sun protection. Health beliefs and compliance with mammography-screening recommendations in asymptomatic women. Graduate training in statistics, methodology, and measurement in psychology: A survey of PhD programs in North America. American Psychologist 45 6 , , The health belief model and adolescents with insulin-dependent diabetes mellitus.

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Multiple Regression: Testing and Interpreting Interactions

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Jump to navigation. Approximately one-third of international business IB articles include conditional hypotheses, yet the vast majority risk errors in testing or interpreting the results. Scholars typically restrict their empirical analysis to the coefficient of the interaction term in the regression, exposing themselves to the hazard of overstating or understating results. To mitigate the risk of misstating, we advocate that IB scholars also evaluate the statistical significance of the marginal effect of the primary independent variable over the range of values of the moderating variable. We demonstrate that overstating results can occur when the interaction term coefficient is statistically significant but the marginal effect is not significantly different from zero for some value s of the moderating variable. Understating can occur when the interaction term coefficient is not statistically significant, but the marginal effect is statistically different from zero for some value s of the moderating variable. In this article, we describe, using simulated data, these two possibilities associated with testing conditional hypotheses, and offer practical guidance for IB scholars.

Multiple regression: testing and interpreting interactions. Responsibility: Leona S​. Aiken, Stephen G. West ; with contributions by Raymond R. Reno.

Decomposing, Probing, and Plotting Interactions in Stata

Abstract Schadenfreude is a compound word of the word Schaden, which means loss, and Freude, which means joy. It shows that envy plays an important role in generating Schadenfreude; People are pleased with the misfortune of others when this misfortune gives them a social comparison that increases the feeling of their selfesteem or removes the basic feelingof hurtful jealousy. This research method isexperiments with factorial design.

Leona S. Aiken

Multiple regression is a commonly used analytic method in the behavioral, educational, and social sciences because it provides a way to model a quantitative outcome variable from regressor variables. Unable to display preview. Download preview PDF.

It carves out a seriously neglected area and it very thoroughly covers the topic. The authors are very knowledgeable concerning the literature. This is an excellent text that provides a detailed, yet comprehensible account of how to estimate, test, and probe interactions in regression models. Aiken and Stephen G.

Reference details. Open print view. Location : PPW. Henri Dunantlaan 2 Gent.

This seminar will show you how to decompose , probe, and plot two-way interactions in linear regression using the margins command in Stata. We can probe or decompose each of these interactions by asking the following research questions:. Proceed through the seminar in order or click on the hyperlinks below to go to a particular section:. Before beginning the seminar, please make sure you have Stata installed. The dataset used in the seminar can be found here as a Stata file exercise.


Denise B. 18.05.2021 at 12:34


Tia G. 18.05.2021 at 16:55

Aiken and Stephen G. West do an excellent job of structuring, testing, and interpreting multiple regression models containing interactions, curvilinear effects​, or a.

Millie A. 23.05.2021 at 11:06

for testing and interpreting simple effects and interactions, as well as common errors in. testing testing the significance of a moderator effect (Aiken &. West variables in a multiple regression disrupts the latent covariance.