{"id":"https://openalex.org/W2062278424","doi":"https://doi.org/10.1080/10705511.2014.915374","title":"Measurement Invariance Across Groups in Latent Growth Modeling","display_name":"Measurement Invariance Across Groups in Latent Growth Modeling","publication_year":2014,"publication_date":"2014-06-09","ids":{"openalex":"https://openalex.org/W2062278424","doi":"https://doi.org/10.1080/10705511.2014.915374","mag":"2062278424"},"language":"en","primary_location":{"id":"doi:10.1080/10705511.2014.915374","doi":"https://doi.org/10.1080/10705511.2014.915374","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10705511.2014.915374","pdf_url":null,"source":{"id":"https://openalex.org/S78020522","display_name":"Structural Equation Modeling A Multidisciplinary Journal","issn_l":"1070-5511","issn":["1070-5511","1532-8007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural Equation Modeling: A Multidisciplinary Journal","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/A5100686665","display_name":"Eunsook Kim","orcid":"https://orcid.org/0000-0003-1054-1735","observed_orcids":["https://orcid.org/0000-0003-1054-1735"]},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eun Sook Kim","raw_affiliation_strings":["University of South Florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Florida","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062492599","display_name":"Victor L. Willson","orcid":"https://orcid.org/0000-0002-5904-5962","observed_orcids":["https://orcid.org/0000-0002-5904-5962"]},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor L. Willson","raw_affiliation_strings":["Texas A&M University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&M University","institution_ids":["https://openalex.org/I91045830"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100686665"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":2.9398,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.90968901,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"408","last_page":"424"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9984999895095825,"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":0.9984999895095825,"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/T10243","display_name":"Statistical Methods and Bayesian Inference","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12884","display_name":"Educational Assessment and Pedagogy","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/measurement-invariance","display_name":"measurement invariance","score":0.9089999794960022},{"id":"https://openalex.org/keywords/latent-growth-curve-models","display_name":"latent growth curve models","score":0.8539999723434448},{"id":"https://openalex.org/keywords/type-i-error","display_name":"type I error","score":0.8420000076293945},{"id":"https://openalex.org/keywords/estimation-bias","display_name":"estimation bias","score":0.7860000133514404},{"id":"https://openalex.org/keywords/factor-loadings","display_name":"factor loadings","score":0.800000011920929},{"id":"https://openalex.org/keywords/intercept","display_name":"intercepts","score":0.8650000095367432},{"id":"https://openalex.org/keywords/group-differences","display_name":"group differences","score":0.847000002861023}],"concepts":[{"id":"https://openalex.org/C1589151","wikidata":"https://www.wikidata.org/wiki/Q6804207","display_name":"Measurement invariance","level":4,"score":0.7285623550415039},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.6705977320671082},{"id":"https://openalex.org/C10879293","wikidata":"https://www.wikidata.org/wiki/Q726474","display_name":"Factor analysis","level":2,"score":0.6541669368743896},{"id":"https://openalex.org/C40696583","wikidata":"https://www.wikidata.org/wiki/Q989120","display_name":"Type I and type II errors","level":2,"score":0.615418553352356},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5940569043159485},{"id":"https://openalex.org/C192806908","wikidata":"https://www.wikidata.org/wiki/Q6495487","display_name":"Latent growth modeling","level":2,"score":0.5889537930488586},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4901016652584076},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.4898917078971863},{"id":"https://openalex.org/C126691448","wikidata":"https://www.wikidata.org/wiki/Q2028919","display_name":"Magnitude (astronomy)","level":2,"score":0.48364150524139404},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.42159485816955566},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.307542622089386},{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.24772590398788452},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11876404285430908},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/10705511.2014.915374","doi":"https://doi.org/10.1080/10705511.2014.915374","is_oa":false,"landing_page_url":"https://doi.org/10.1080/10705511.2014.915374","pdf_url":null,"source":{"id":"https://openalex.org/S78020522","display_name":"Structural Equation Modeling A Multidisciplinary Journal","issn_l":"1070-5511","issn":["1070-5511","1532-8007"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-1","ki-jl-1","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural Equation Modeling: A Multidisciplinary Journal","raw_type":"journal-article"},{"id":"pmh:oai:digitalcommons.usf.edu:edq_facpub-1002","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/edq_facpub/1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Measurement and Research Faculty Publications","raw_type":"article"},{"id":"pmh:oai:scholarcommons.usf.edu:edq_facpub-1002","doi":null,"is_oa":false,"landing_page_url":"https://scholarcommons.usf.edu/edq_facpub/1","pdf_url":null,"source":{"id":"https://openalex.org/S4377196272","display_name":"Digital Commons - University of South Florida (University of South Florida)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2613432","host_organization_name":"University of South Florida","host_organization_lineage":["https://openalex.org/I2613432"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Educational Measurement and Research Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W177281196","https://openalex.org/W572723124","https://openalex.org/W626100886","https://openalex.org/W1591616917","https://openalex.org/W1781288130","https://openalex.org/W1895131631","https://openalex.org/W1963721335","https://openalex.org/W1963742443","https://openalex.org/W1973907010","https://openalex.org/W1980583678","https://openalex.org/W1985321835","https://openalex.org/W1987213342","https://openalex.org/W1996060056","https://openalex.org/W1999355814","https://openalex.org/W2000982953","https://openalex.org/W2010560591","https://openalex.org/W2015964431","https://openalex.org/W2016330865","https://openalex.org/W2031553429","https://openalex.org/W2034854786","https://openalex.org/W2036687928","https://openalex.org/W2041580163","https://openalex.org/W2047238473","https://openalex.org/W2051142423","https://openalex.org/W2051318578","https://openalex.org/W2059802685","https://openalex.org/W2063190017","https://openalex.org/W2071813414","https://openalex.org/W2071950795","https://openalex.org/W2073323972","https://openalex.org/W2075945561","https://openalex.org/W2080134433","https://openalex.org/W2089871805","https://openalex.org/W2090273840","https://openalex.org/W2097708231","https://openalex.org/W2134878225","https://openalex.org/W2136983294","https://openalex.org/W2137257573","https://openalex.org/W2141536144","https://openalex.org/W2142958311","https://openalex.org/W2157413137","https://openalex.org/W2159018744","https://openalex.org/W2164620840","https://openalex.org/W2256130435","https://openalex.org/W2485710272","https://openalex.org/W2500897968","https://openalex.org/W2505549341","https://openalex.org/W2795598039","https://openalex.org/W4248468623","https://openalex.org/W4253749611"],"related_works":["https://openalex.org/W2256130435","https://openalex.org/W2169564322","https://openalex.org/W2779295206","https://openalex.org/W2790266751","https://openalex.org/W2757495575","https://openalex.org/W4388487069","https://openalex.org/W2267678263","https://openalex.org/W3181195182","https://openalex.org/W3185078336","https://openalex.org/W7029464540"],"abstract_inverted_index":{"This":[0],"Monte":[1],"Carlo":[2],"study":[3],"investigated":[4,49],"the":[5,39,69,80,94,102,106,113,124,135],"impacts":[6],"of":[7,52,62,73,105,126],"measurement":[8],"noninvariance":[9,63,85,121],"across":[10,64],"groups":[11,65],"on":[12,42,157],"major":[13],"parameter":[14,81,103,147],"estimates":[15,104,148],"in":[16,25,50,79,86,101],"latent":[17,29,36,46,110,142],"growth":[18,37,47,143],"modeling":[19],"when":[20],"researchers":[21],"test":[22],"group":[23,40],"differences":[24],"initial":[26,33,43,117],"status":[27,34,44],"and":[28,35,38,45,56,60,71,75,89,99,112,130,149,155],"growth.":[30],"The":[31,58],"average":[32],"effects":[41],"were":[48,160],"terms":[51],"Type":[53,76,95,127],"I":[54,77,96,128],"error":[55,78,97,129],"bias.":[57],"location":[59,70],"magnitude":[61,72],"was":[66,91],"related":[67],"to":[68],"bias":[74,100,131],"estimates.":[82],"That":[83],"is,":[84],"factor":[87,108,115],"loadings":[88],"intercepts":[90],"associated":[92],"with":[93],"inflation":[98],"slope":[107],"(or":[109,116],"growth)":[111],"intercept":[114],"status),":[118],"respectively.":[119],"As":[120],"became":[122],"large,":[123],"degree":[125],"also":[132],"increased.":[133],"On":[134],"other":[136],"hand,":[137],"a":[138],"correctly":[139],"specified":[140],"second-order":[141],"model":[144],"yielded":[145],"unbiased":[146],"correct":[150],"statistical":[151],"inferences.":[152],"Other":[153],"findings":[154],"implications":[156],"future":[158],"studies":[159],"discussed.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}
