Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis

As the most frequently used tool for measuring empathy, the Interpersonal Reactivity Index (IRI) is often scored by researchers arbitrarily and casually. Many commonly used IRI scoring approaches and their corresponding measurement models are unverified, which may make the conclusions of subsequent...

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Main Authors: Yang Wang, Yun Li, Wanting Xiao, Yuanshu Fu, Jing Jie
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-06-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2020.01086/full
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spelling doaj-3407689b81be4de2b73933e8c92835fd2020-11-25T03:41:54ZengFrontiers Media S.A.Frontiers in Psychology1664-10782020-06-011110.3389/fpsyg.2020.01086514122Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor AnalysisYang Wang0Yun Li1Wanting Xiao2Yuanshu Fu3Jing Jie4School of Public Administration, Guangdong University of Finance, Guangzhou, ChinaSchool of Psychology, South China Normal University, Guangzhou, ChinaGuangzhou Rehabilitation and Research Center for Children with Autism, Guangzhou Cana School, Guangzhou, ChinaSchool of Education, Zhaoqing University, Zhaoqing, ChinaCenter for Mental Health Education, Hainan University, Haikou, ChinaAs the most frequently used tool for measuring empathy, the Interpersonal Reactivity Index (IRI) is often scored by researchers arbitrarily and casually. Many commonly used IRI scoring approaches and their corresponding measurement models are unverified, which may make the conclusions of subsequent variable relation studies controversial and even misleading. We make the first effort to summarize these measurement models and to evaluate rationality of the common scoring methods of the IRI by confirmatory factor analysis, focusing on model fitting, factor loading, and model-based reliability simultaneously. The results show that most of these models do not fit well, indicating that the scoring approaches of the IRI corresponding to these models may be problematic. Relatively speaking, better scoring approaches of the IRI include summing empathic concern (EC) and perspective taking (PT) as the total score of the IRI and reporting the score of PT as cognitive empathy.https://www.frontiersin.org/article/10.3389/fpsyg.2020.01086/fullempathyInterpersonal Reactivity Indexscoring approachesconfirmatory factor analysismodel-based reliability
collection DOAJ
language English
format Article
sources DOAJ
author Yang Wang
Yun Li
Wanting Xiao
Yuanshu Fu
Jing Jie
spellingShingle Yang Wang
Yun Li
Wanting Xiao
Yuanshu Fu
Jing Jie
Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
Frontiers in Psychology
empathy
Interpersonal Reactivity Index
scoring approaches
confirmatory factor analysis
model-based reliability
author_facet Yang Wang
Yun Li
Wanting Xiao
Yuanshu Fu
Jing Jie
author_sort Yang Wang
title Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
title_short Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
title_full Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
title_fullStr Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
title_full_unstemmed Investigation on the Rationality of the Extant Ways of Scoring the Interpersonal Reactivity Index Based on Confirmatory Factor Analysis
title_sort investigation on the rationality of the extant ways of scoring the interpersonal reactivity index based on confirmatory factor analysis
publisher Frontiers Media S.A.
series Frontiers in Psychology
issn 1664-1078
publishDate 2020-06-01
description As the most frequently used tool for measuring empathy, the Interpersonal Reactivity Index (IRI) is often scored by researchers arbitrarily and casually. Many commonly used IRI scoring approaches and their corresponding measurement models are unverified, which may make the conclusions of subsequent variable relation studies controversial and even misleading. We make the first effort to summarize these measurement models and to evaluate rationality of the common scoring methods of the IRI by confirmatory factor analysis, focusing on model fitting, factor loading, and model-based reliability simultaneously. The results show that most of these models do not fit well, indicating that the scoring approaches of the IRI corresponding to these models may be problematic. Relatively speaking, better scoring approaches of the IRI include summing empathic concern (EC) and perspective taking (PT) as the total score of the IRI and reporting the score of PT as cognitive empathy.
topic empathy
Interpersonal Reactivity Index
scoring approaches
confirmatory factor analysis
model-based reliability
url https://www.frontiersin.org/article/10.3389/fpsyg.2020.01086/full
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