{"id":"https://openalex.org/W1983159695","doi":"https://doi.org/10.1027//1015-5759.19.1.1","title":"Test Purification and the Evaluation of Differential Item Functioning with Multinomial Logistic Regression","display_name":"Test Purification and the Evaluation of Differential Item Functioning with Multinomial Logistic Regression","publication_year":2003,"publication_date":"2003-03-01","ids":{"openalex":"https://openalex.org/W1983159695","doi":"https://doi.org/10.1027//1015-5759.19.1.1","mag":"1983159695"},"language":"en","primary_location":{"id":"doi:10.1027//1015-5759.19.1.1","doi":"https://doi.org/10.1027//1015-5759.19.1.1","is_oa":false,"landing_page_url":"https://doi.org/10.1027//1015-5759.19.1.1","pdf_url":null,"source":{"id":"https://openalex.org/S111521982","display_name":"European Journal of Psychological Assessment","issn_l":"1015-5759","issn":["1015-5759","2151-2426"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-b","erih-plus","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319871","host_organization_name":"Hogrefe Verlag","host_organization_lineage":["https://openalex.org/P4310319871"],"host_organization_lineage_names":["Hogrefe Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Psychological Assessment","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030569640","display_name":"Mar\u00eda Dolores Hidalgo Montesinos","orcid":"https://orcid.org/0000-0002-6256-718X","observed_orcids":["https://orcid.org/0000-0002-6256-718X"]},"institutions":[{"id":"https://openalex.org/I80180929","display_name":"Universidad de Murcia","ror":"https://ror.org/03p3aeb86","country_code":"ES","type":"education","lineage":["https://openalex.org/I80180929"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Dolores Hidalgo-Montesinos","raw_affiliation_strings":["University of Murcia, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Murcia, Spain","institution_ids":["https://openalex.org/I80180929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043326837","display_name":"Juana G\u00f3mez\u2010Benito","orcid":"https://orcid.org/0000-0002-4280-3106","observed_orcids":["https://orcid.org/0000-0002-4280-3106"]},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juana G\u00f3mez-Benito","raw_affiliation_strings":["University of Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5089,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.91507061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"19","issue":"1","first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12848","display_name":"Psychological Testing and Assessment","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-item-functioning","display_name":"differential item functioning","score":0.9710000157356262},{"id":"https://openalex.org/keywords/multinomial-logit-model","display_name":"multinomial logistic regression","score":0.8809999823570251},{"id":"https://openalex.org/keywords/polytomous-items","display_name":"polytomous items","score":0.8970000147819519},{"id":"https://openalex.org/keywords/uniform-dif","display_name":"uniform DIF","score":0.7099999785423279},{"id":"https://openalex.org/keywords/graded-response-model","display_name":"graded response model","score":0.8360000252723694},{"id":"https://openalex.org/keywords/dif-detection","display_name":"DIF detection","score":0.5709999799728394},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"false positive rate","score":0.8579999804496765},{"id":"https://openalex.org/keywords/sample-size-effects","display_name":"sample size effects","score":0.5809999704360962}],"concepts":[{"id":"https://openalex.org/C181447626","wikidata":"https://www.wikidata.org/wiki/Q1224359","display_name":"Differential item functioning","level":4,"score":0.9368010759353638},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.761586606502533},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.7147513628005981},{"id":"https://openalex.org/C207968926","wikidata":"https://www.wikidata.org/wiki/Q7227107","display_name":"Polytomous Rasch model","level":4,"score":0.7048625349998474},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5391029119491577},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5367186665534973},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.4740569293498993},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40923142433166504},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.3265964686870575}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1027//1015-5759.19.1.1","doi":"https://doi.org/10.1027//1015-5759.19.1.1","is_oa":false,"landing_page_url":"https://doi.org/10.1027//1015-5759.19.1.1","pdf_url":null,"source":{"id":"https://openalex.org/S111521982","display_name":"European Journal of Psychological Assessment","issn_l":"1015-5759","issn":["1015-5759","2151-2426"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-b","erih-plus","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319871","host_organization_name":"Hogrefe Verlag","host_organization_lineage":["https://openalex.org/P4310319871"],"host_organization_lineage_names":["Hogrefe Verlag"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Psychological Assessment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4043000042438507,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W71275897","https://openalex.org/W430476568","https://openalex.org/W627977585","https://openalex.org/W1535520578","https://openalex.org/W1784684835","https://openalex.org/W1968852390","https://openalex.org/W1975528594","https://openalex.org/W1976564584","https://openalex.org/W1981354818","https://openalex.org/W1986760411","https://openalex.org/W1987910277","https://openalex.org/W1995116454","https://openalex.org/W2002374079","https://openalex.org/W2009194444","https://openalex.org/W2009854114","https://openalex.org/W2019331503","https://openalex.org/W2027884754","https://openalex.org/W2032266449","https://openalex.org/W2034931437","https://openalex.org/W2035143815","https://openalex.org/W2057690425","https://openalex.org/W2073550085","https://openalex.org/W2074673068","https://openalex.org/W2085159990","https://openalex.org/W2094426344","https://openalex.org/W2099019452","https://openalex.org/W2113656714","https://openalex.org/W2122347795","https://openalex.org/W2123371944","https://openalex.org/W2139543396","https://openalex.org/W2145665162","https://openalex.org/W2146300710","https://openalex.org/W2150234586","https://openalex.org/W2161041798","https://openalex.org/W2318032547","https://openalex.org/W2532776467","https://openalex.org/W2796225030","https://openalex.org/W4206202898","https://openalex.org/W6669607496","https://openalex.org/W6722185021"],"related_works":["https://openalex.org/W2008675636","https://openalex.org/W1579293220","https://openalex.org/W2000049951","https://openalex.org/W2145665162","https://openalex.org/W7112657208","https://openalex.org/W367449155","https://openalex.org/W2099019452","https://openalex.org/W2049222635","https://openalex.org/W2157343491","https://openalex.org/W2060423614"],"abstract_inverted_index":{"Summary":[0],"We":[1],"conducted":[2],"a":[3,49],"computer":[4],"simulation":[5],"study":[6],"to":[7,22,66,121],"determine":[8],"the":[9,44,54,60,87,111,129,135,150,164,189],"effect":[10,76],"of":[11,83,140,178],"using":[12,110],"an":[13,161],"iterative":[14],"or":[15],"noniterative":[16],"multinomial":[17],"logistic":[18],"regression":[19],"analysis":[20],"(MLR)":[21],"detect":[23,122],"differential":[24],"item":[25],"functioning":[26],"(DIF)":[27],"in":[28,34,43,52,86,160,163,169],"polytomous":[29],"items.":[30,62],"A":[31],"simple":[32],"iteration":[33],"which":[35,53],"ability":[36,55],"is":[37,46,185],"defined":[38],"as":[39,146],"total":[40],"observed":[41],"score":[42],"test":[45,88],"compared":[47],"with":[48],"two-step":[50,130],"MLR":[51,116,131],"was":[56,133],"purified":[57],"by":[58],"eliminating":[59],"DIF":[61,75,84,94,179,183],"Data":[63],"were":[64,108,118,144],"generated":[65,109],"simulate":[67],"several":[68],"biased":[69],"tests.":[70],"The":[71,115,156],"factors":[72],"manipulated":[73],"were:":[74],"size":[77,101],"(0.5,":[78],"1.0,":[79],"and":[80,92,97,99,104,125,149,175,191],"1.5),":[81],"percentage":[82],"items":[85,142],"(0%,":[89],"10%,":[90],"20%":[91],"30%),":[93],"type":[95],"(uniform":[96],"nonuniform)":[98],"sample":[100,173],"(500,":[102],"1000":[103],"2000).":[105],"Item":[106],"scores":[107],"graded":[112],"response":[113],"model.":[114],"procedures":[117],"consistently":[119],"able":[120],"both":[123],"uniform":[124,170],"nonuniform":[126,182],"DIF.":[127],"When":[128],"procedure":[132],"used,":[134],"false-positive":[136],"rate":[137,153,167],"(the":[138],"proportion":[139],"non-DIF":[141],"that":[143],"detected":[145],"DIF)":[147],"decreased":[148],"correct":[151,165],"identification":[152],"increased":[154],"slightly.":[155],"purification":[157],"process":[158],"results":[159],"improvement":[162],"detection":[166],"only":[168],"DIF,":[171],"large":[172,176],"size,":[174],"amount":[177],"conditions.":[180],"For":[181],"there":[184],"no":[186],"difference":[187],"between":[188],"MLR-WP":[190],"MLR-TP":[192],"procedures.":[193]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
