Item response theory approach to ethnocentrism

IF 2.3 Q1 INTERNATIONAL RELATIONS
Conal Monaghan, Boris Bizumic
{"title":"Item response theory approach to ethnocentrism","authors":"Conal Monaghan, Boris Bizumic","doi":"10.3389/fpos.2023.1024729","DOIUrl":null,"url":null,"abstract":"Although ethnocentrism is one of the fundamental concepts in the social sciences, its study has been impeded by a diversity of conceptualizations and measures. In recent years, a growing number of political scientists and psychologists have undertaken in-depth research into ethnocentrism. In addition, researchers have recently proposed a comprehensive reconceptualization of ethnocentrism and developed a new Ethnocentrism scale. There is strong evidence for this scale's reliability and validity in indexing ethnocentrism, but like most measures in psychology and political science, this scale is based on classical test theory. Item response theory (IRT) is a powerful psychometric technique that can provide a much more sophisticated test of test performance and is currently under-utilized in research.We performed IRT to assess the psychometric properties of the Ethnocentrism scale on a sample of 4,187 participants.The scale's items had strong psychometric properties to capture the ethnocentrism latent construct, particularly in the below average to above average range. Men required marginally lower levels of ethnocentrism to endorse less socially acceptable items than women (items relating to superiority, purity, or exploitativeness). When compared to liberals, conservatives responded more readily to nearly all ethnocentrism items. Given this variation, the IRT approach highlighted that future measurements must adjust for differential item functioning, albeit more for political orientation than gender identity.The findings detail how IRT can enhance measurement in political science and demonstrate the implications for how gender and political ideology may affect the differential performance of items.","PeriodicalId":34431,"journal":{"name":"Frontiers in Political Science","volume":" ","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Frontiers in Political Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3389/fpos.2023.1024729","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INTERNATIONAL RELATIONS","Score":null,"Total":0}
引用次数: 0

Abstract

Although ethnocentrism is one of the fundamental concepts in the social sciences, its study has been impeded by a diversity of conceptualizations and measures. In recent years, a growing number of political scientists and psychologists have undertaken in-depth research into ethnocentrism. In addition, researchers have recently proposed a comprehensive reconceptualization of ethnocentrism and developed a new Ethnocentrism scale. There is strong evidence for this scale's reliability and validity in indexing ethnocentrism, but like most measures in psychology and political science, this scale is based on classical test theory. Item response theory (IRT) is a powerful psychometric technique that can provide a much more sophisticated test of test performance and is currently under-utilized in research.We performed IRT to assess the psychometric properties of the Ethnocentrism scale on a sample of 4,187 participants.The scale's items had strong psychometric properties to capture the ethnocentrism latent construct, particularly in the below average to above average range. Men required marginally lower levels of ethnocentrism to endorse less socially acceptable items than women (items relating to superiority, purity, or exploitativeness). When compared to liberals, conservatives responded more readily to nearly all ethnocentrism items. Given this variation, the IRT approach highlighted that future measurements must adjust for differential item functioning, albeit more for political orientation than gender identity.The findings detail how IRT can enhance measurement in political science and demonstrate the implications for how gender and political ideology may affect the differential performance of items.
项目反应理论研究种族中心主义
尽管种族中心主义是社会科学的基本概念之一,但其研究一直受到各种概念和措施的阻碍。近年来,越来越多的政治学家和心理学家对种族中心主义进行了深入研究。此外,研究人员最近提出了对种族中心主义的全面重新定义,并开发了一个新的种族中心主义量表。有强有力的证据表明该量表在索引种族中心主义方面的可靠性和有效性,但与心理学和政治学中的大多数测量方法一样,该量表是基于经典测试理论的。项目反应理论(IRT)是一种强大的心理测量技术,可以提供更复杂的测试成绩,目前在研究中使用不足。我们对4187名参与者进行了IRT,以评估民族中心主义量表的心理测量特性。该量表的项目具有很强的心理测量特性,可以捕捉到种族中心主义的潜在结构,特别是在低于平均水平到高于平均水平的范围内。与女性相比,男性需要略低水平的种族中心主义才能认可社会接受度较低的项目(与优越感、纯洁性或剥削性有关的项目)。与自由主义者相比,保守主义者对几乎所有的种族中心主义项目都更容易做出反应。鉴于这种差异,IRT方法强调,未来的衡量标准必须根据不同的项目功能进行调整,尽管更多的是出于政治取向而非性别认同。研究结果详细说明了IRT如何增强政治学中的测量,并证明了性别和政治意识形态如何影响项目的差异表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Frontiers in Political Science
Frontiers in Political Science Social Sciences-Political Science and International Relations
CiteScore
2.90
自引率
0.00%
发文量
135
审稿时长
13 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信