Item response theory approach to ethnocentrism

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.

[1]  Boris Bizumic,et al.  Dimensional models of personality disorders: Challenges and opportunities , 2023, Frontiers in Psychiatry.

[2]  A. Calear,et al.  Prejudice toward people with borderline personality disorder: Application of the prejudice toward people with mental illness framework , 2023, The International journal of social psychiatry.

[3]  R. Chalmers A Unified Comparison of IRT‐Based Effect Sizes for DIF Investigations , 2022, Journal of Educational Measurement.

[4]  Ryan Powers,et al.  Trade politics at the checkout lane: ethnocentrism and consumer preferences , 2022, Political Science Research and Methods.

[5]  B. Christensen,et al.  Prejudice towards people with mental illness, schizophrenia, and depression among mental health professionals and the general population , 2022, Psychiatry Research.

[6]  D. McDonnell,et al.  Supporters of India's BJP: Distinctly Populist and Nativist , 2022, Government and Opposition.

[7]  P. T. Dinesen,et al.  Terrorism activates ethnocentrism to explain greater willingness to sacrifice civil liberties: evidence from Germany , 2022, Political Science Research and Methods.

[8]  Boris Bizumic,et al.  The Unified Narcissism Scale: Moving towards an integrated measure of narcissism , 2021, Personality Science.

[9]  Diana C. Mutz Winners and Losers , 2021 .

[10]  Boris Bizumic,et al.  The Return of Ethnocentrism , 2020 .

[11]  Diana C. Mutz,et al.  How Much is One American Worth? How Competition Affects Trade Preferences , 2020, American Political Science Review.

[12]  M. Sellbom,et al.  Two-dimensional Machiavellianism: Conceptualization, theory, and measurement of the views and tactics dimensions. , 2019, Psychological assessment.

[13]  E. Jonas,et al.  Strength of socio-political attitudes moderates electrophysiological responses to perceptual anomalies , 2019, PloS one.

[14]  S. Reise,et al.  Alternative Approaches to Addressing Non-Normal Distributions in the Application of IRT Models to Personality Measures , 2018, Journal of personality assessment.

[15]  Nicholas A. Valentino,et al.  Mobilizing Sexism: The Interaction of Emotion and Gender Attitudes in the 2016 US Presidential Election , 2018 .

[16]  E. Jonas,et al.  Undesirable effects of threatening climate change information: A cross-cultural study , 2018 .

[17]  Amanda Lea Robinson,et al.  Ethnic Diversity, Segregation and Ethnocentric Trust in Africa , 2017, British Journal of Political Science.

[18]  Nicholas A. Valentino,et al.  The Social Causes and Political Consequences of Group Empathy , 2017 .

[19]  Guido Makransky,et al.  Critical Values for Yen’s Q3: Identification of Local Dependence in the Rasch Model Using Residual Correlations , 2017, Applied psychological measurement.

[20]  Jessica Kay Flake,et al.  Construct Validation in Social and Personality Research , 2017 .

[21]  M. Sellbom,et al.  Psychometric Properties of the Triarchic Psychopathy Measure: An Item Response Theory Approach , 2017, Personality disorders.

[22]  Baidi Bukhori Educational Environment, Ethnocentrism, and Prejudice Towards Indonesian Chinese , 2017 .

[23]  Diana C. Mutz,et al.  Effects of the Great Recession on American Attitudes Toward Trade , 2016, British Journal of Political Science.

[24]  E. Jonas,et al.  Inhibition Underlies the Effect of High Need for Closure on Cultural Closed-Mindedness under Mortality Salience , 2016, Front. Psychol..

[25]  Asheley Landrum,et al.  Science Curiosity and Political Information Processing , 2016 .

[26]  R. Philip Chalmers,et al.  Generating Adaptive and Non-Adaptive Test Interfaces for Multidimensional Item Response Theory Applications , 2016 .

[27]  Alyssa Counsell,et al.  It Might Not Make a Big DIF , 2016, Educational and psychological measurement.

[28]  Efrén O. Pérez Xenophobic Rhetoric and Its Political Effects on Immigrants and Their Co‐Ethnics , 2015 .

[29]  Jung Yeon Park,et al.  IRT Modeling in the Presence of Zero-Inflation With Application to Psychiatric Disorder Severity , 2015, Applied psychological measurement.

[30]  Achim Zeileis,et al.  Anchor Selection Strategies for DIF Analysis , 2015, Educational and psychological measurement.

[31]  Meghan Condon,et al.  Same blueprint, different bricks: reexamining the sources of the gender gap in political ideology† , 2015 .

[32]  Adam W. Meade,et al.  An Overview and Practical Guide to IRT Measurement Equivalence Analysis , 2015 .

[33]  J. Lucke Unipolar Item Response Models , 2014 .

[34]  Dennis A. Revicki,et al.  Handbook of Item Response Theory Modeling : Applications to Typical Performance Assessment , 2014 .

[35]  Christopher J. Fariss,et al.  Respect for Human Rights has Improved Over Time: Modeling the Changing Standard of Accountability , 2014, American Political Science Review.

[36]  E. Jonas,et al.  Controlling death by defending ingroups — Mediational insights into terror management and control restoration , 2013 .

[37]  J. Rauthmann Investigating the MACH–IV With Item Response Theory and Proposing the Trimmed MACH* , 2013, Journal of personality assessment.

[38]  John Sides,et al.  Stereotypes of Muslims and Support for the War on Terror , 2013, The Journal of Politics.

[39]  Li Cai,et al.  Limited-information goodness-of-fit testing of hierarchical item factor models. , 2013, The British journal of mathematical and statistical psychology.

[40]  San Bolkan,et al.  Mitigating inter- and intra-group ethnocentrism: Comparing the effects of culture knowledge, exposure, and uncertainty intolerance , 2013 .

[41]  Nicholas A. Valentino,et al.  Immigration opposition among U.S. whites: General ethnocentrism or media priming of attitudes about latinos? , 2013 .

[42]  Jacob M. Montgomery,et al.  Computerized Adaptive Testing for Public Opinion Surveys , 2013, Political Analysis.

[43]  J. Duckitt,et al.  What Is and Is Not Ethnocentrism? A Conceptual Analysis and Political Implications , 2012 .

[44]  Tobias Greitemeyer Boosting One's Social Identity: Effects of Social Exclusion on Ethnocentrism , 2012 .

[45]  Jens Hainmueller,et al.  The Hidden American Immigration Consensus: A Conjoint Analysis of Attitudes Toward Immigrants , 2012 .

[46]  Yves Rosseel,et al.  lavaan: An R Package for Structural Equation Modeling , 2012 .

[47]  R. Philip Chalmers,et al.  mirt: A Multidimensional Item Response Theory Package for the R Environment , 2012 .

[48]  Cindy D. Kam,et al.  Ethnocentrism as a Short-Term Force in the 2008 American Presidential Election , 2012 .

[49]  N. Harrison Investigating the impact of personality and early life experiences on intercultural interaction in internationalised universities , 2012 .

[50]  M. Donnellan,et al.  An Item Response Theory Analysis of the Narcissistic Personality Inventory , 2012, Journal of personality assessment.

[51]  B. D. Orey,et al.  Nature, Nurture, and Ethnocentrism in the Minnesota Twin Study , 2012, Twin Research and Human Genetics.

[52]  Colin G. DeYoung,et al.  Gender Differences in Personality across the Ten Aspects of the Big Five , 2011, Front. Psychology.

[53]  R. Michael Furr,et al.  Scale Construction and Psychometrics for Social and Personality Psychology , 2011 .

[54]  A. Cooper,et al.  A Psychometric Analysis of the Trait Emotional Intelligence Questionnaire–Short Form (TEIQue–SF) Using Item Response Theory , 2010, Journal of personality assessment.

[55]  A. Meade A taxonomy of effect size measures for the differential functioning of items and scales. , 2010, The Journal of applied psychology.

[56]  C. Sibley,et al.  The multi-dimensional model of Māori identity and cultural engagement: item response theory analysis of scale properties. , 2010, Cultural diversity & ethnic minority psychology.

[57]  Vincent Dru,et al.  A cross-cultural investigation into a reconceptualization of ethnocentrism , 2009 .

[58]  M. Reckase Multidimensional Item Response Theory , 2009 .

[59]  Diana C. Mutz,et al.  Support for Free Trade: Self-Interest, Sociotropic Politics, and Out-Group Anxiety , 2009, International Organization.

[60]  Cindy D. Kam,et al.  Terror and Ethnocentrism: Foundations of American Support for the War on Terrorism , 2007, The Journal of Politics.

[61]  M. Edelen,et al.  Applying item response theory (IRT) modeling to questionnaire development, evaluation, and refinement , 2007, Quality of Life Research.

[62]  Carol M Woods,et al.  Ramsay-curve item response theory (RC-IRT) to detect and correct for nonnormal latent variables. , 2006, Psychological methods.

[63]  Charles A. Scherbaum,et al.  Applications of item response theory to measurement issues in leadership research , 2006 .

[64]  Hahn-Ming Lee,et al.  Personalized e-learning system using Item Response Theory , 2005, Comput. Educ..

[65]  Albert Maydeu-Olivares,et al.  Limited Information Goodness-of-fit Testing in Multidimensional Contingency Tables , 2005 .

[66]  Wen-Chung Wang,et al.  Effects of Anchor Item Methods on Differential Item Functioning Detection with the Likelihood Ratio Test , 2003 .

[67]  Maria Orlando,et al.  Further Investigation of the Performance of S - X2: An Item Fit Index for Use With Dichotomous Item Response Theory Models , 2003 .

[68]  Alex R. Piquero,et al.  The Validity of a Self-reported Delinquency Scale , 2002 .

[69]  J. Jost,et al.  Group-based dominance and opposition to equality as independent predictors of self-esteem, ethnocentrism, and social policy attitudes among african americans and european americans , 2000 .

[70]  D. Thissen,et al.  Likelihood-Based Item-Fit Indices for Dichotomous Item Response Theory Models , 2000 .

[71]  Kelly A. Brennan,et al.  An item response theory analysis of self-report measures of adult attachment. , 2000, Journal of personality and social psychology.

[72]  Eric T. Bradlow,et al.  A Bayesian random effects model for testlets , 1999 .

[73]  R. Hare,et al.  Evaluating the Screening Version of the Hare Psychopathy Checklist—Revised (PCL:SV): An item response theory analysis. , 1999 .

[74]  Larissa L. Smith,et al.  Gender differences on negative affectivity: an IRT study of differential item functioning on the Multidimensional Personality Questionnaire Stress Reaction Scale. , 1998, Journal of personality and social psychology.

[75]  D. Thissen,et al.  Local Dependence Indexes for Item Pairs Using Item Response Theory , 1997 .

[76]  J. Mccroskey,et al.  The development of a U.S. and generalized ethnocentrism scale , 1997 .

[77]  S. Embretson The new rules of measurement. , 1996 .

[78]  R. MacCallum,et al.  Power analysis and determination of sample size for covariance structure modeling. , 1996 .

[79]  Michael X. Delli Carpini,et al.  Measuring Political Knowledge: Putting First Things First , 1993 .

[80]  Wendy M. Yen,et al.  Scaling Performance Assessments: Strategies for Managing Local Item Dependence , 1993 .

[81]  P. Bentler On the fit of models to covariances and methodology to the Bulletin. , 1992, Psychological bulletin.

[82]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

[83]  E. Muraki A GENERALIZED PARTIAL CREDIT MODEL: APPLICATION OF AN EM ALGORITHM , 1992 .

[84]  S. Reise,et al.  Parameter Recovery in the Graded Response Model Using MULTILOG , 1990 .

[85]  R. Tsutakawa,et al.  The effect of uncertainty of item parameter estimation on ability estimates , 1990 .

[86]  Wendy M. Yen,et al.  Effects of Local Item Dependence on the Fit and Equating Performance of the Three-Parameter Logistic Model , 1984 .

[87]  Fritz Drasgow,et al.  Appropriateness measurement with polychotomous item response models and standardized indices , 1984 .

[88]  Fritz Drasgow,et al.  Recovery of Two- and Three-Parameter Logistic Item Characteristic Curves: A Monte Carlo Study , 1982 .

[89]  G. Masters A rasch model for partial credit scoring , 1982 .

[90]  P. Bentler,et al.  Significance Tests and Goodness of Fit in the Analysis of Covariance Structures , 1980 .

[91]  R. Darrell Bock,et al.  Estimating item parameters and latent ability when responses are scored in two or more nominal categories , 1972 .

[92]  D. Beswick,et al.  An australian ethnocentrism scale , 1969 .

[93]  F. Samejima Estimation of latent ability using a response pattern of graded scores , 1968 .

[94]  P. Warr,et al.  A British ethnocentrism scale. , 1967, The British journal of social and clinical psychology.

[95]  R. Cattell The Scree Test For The Number Of Factors. , 1966, Multivariate behavioral research.

[96]  H. Gulliksen Theory of mental tests , 1952 .

[97]  C. Spearman CORRELATIONS OF SUMS OR DIFFERENCES , 1913 .

[98]  C. Spearman,et al.  Demonstration of Formulae for True Measurement of Correlation , 1907 .

[99]  Y. Paradies,et al.  Bystander antiracism on behalf of Muslim Australians: The role of ethnocentrism and conformity , 2015 .

[100]  A. Kenny,et al.  The role of ethnocentrism in the relationship between openness to experience and ethnic prejudice , 2015 .

[101]  Theodore A. Walls,et al.  Non-Graphical Solutions for Cattell’s Scree Test , 2013 .

[102]  Jean-Paul Fox,et al.  Bayesian Item Response Modeling , 2010 .

[103]  Simon Jackman,et al.  Democracy as a Latent Variable , 2008 .

[104]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[105]  F. Samejima Graded Response Model , 1997 .

[106]  Christine E. DeMars,et al.  Item Response Theory , 2010, Assessing Measurement Invariance for Applied Research.