{"id":"https://openalex.org/W2801423732","doi":"https://doi.org/10.18148/srm/2018.v12i1.7210","title":"Approximate measurement invariance and longitudinal confirmatory factor analysis: concept and application with panel data","display_name":"Approximate measurement invariance and longitudinal confirmatory factor analysis: concept and application with panel data","publication_year":2017,"publication_date":"2017-05-08","ids":{"openalex":"https://openalex.org/W2801423732","doi":"https://doi.org/10.18148/srm/2018.v12i1.7210","mag":"2801423732"},"language":"en","primary_location":{"id":"pmh:oai:ojs.ojs.ub.uni-konstanz.de:article/7210","doi":null,"is_oa":true,"landing_page_url":"https://ojs.ub.uni-konstanz.de/index.php/index/article/view/7210","pdf_url":null,"source":{"id":"https://openalex.org/S2765010865","display_name":"Survey research methods","issn_l":"1864-3361","issn":["1864-3361"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311549","host_organization_name":"European Survey Research Association","host_organization_lineage":["https://openalex.org/P4310311549"],"host_organization_lineage_names":["European Survey Research Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1864-3361","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ojs.ub.uni-konstanz.de/index.php/index/article/view/7210","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004362926","display_name":"Daniel Seddig","orcid":"https://orcid.org/0000-0003-1595-6948","observed_orcids":["https://orcid.org/0000-0003-1595-6948"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seddig, Daniel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034353047","display_name":"Heinz Leitg\u00f6b","orcid":"https://orcid.org/0000-0003-1534-3834","observed_orcids":["https://orcid.org/0000-0003-1534-3834"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leitg\u00f6b, Heinz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1904,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.92146569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.0005000000237487257,"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/T13283","display_name":"Mental Health Research Topics","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/prior-distributions","display_name":"prior distributions","score":0.7820000052452087},{"id":"https://openalex.org/keywords/scalar-invariance","display_name":"scalar invariance","score":0.9160000085830688},{"id":"https://openalex.org/keywords/panel-data","display_name":"panel data","score":0.7730000019073486},{"id":"https://openalex.org/keywords/latent-mean-comparison","display_name":"latent mean comparison","score":0.5080000162124634}],"concepts":[{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.8128182888031006},{"id":"https://openalex.org/C1589151","wikidata":"https://www.wikidata.org/wiki/Q6804207","display_name":"Measurement invariance","level":4,"score":0.7273076772689819},{"id":"https://openalex.org/C3020672099","wikidata":"https://www.wikidata.org/wiki/Q857354","display_name":"Longitudinal data","level":2,"score":0.5298307538032532},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4257301986217499},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4178459942340851},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39533454179763794},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3598247170448303},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.32488560676574707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2992795705795288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24148991703987122}],"mesh":[],"locations_count":6,"locations":[{"id":"pmh:oai:ojs.ojs.ub.uni-konstanz.de:article/7210","doi":null,"is_oa":true,"landing_page_url":"https://ojs.ub.uni-konstanz.de/index.php/index/article/view/7210","pdf_url":null,"source":{"id":"https://openalex.org/S2765010865","display_name":"Survey research methods","issn_l":"1864-3361","issn":["1864-3361"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311549","host_organization_name":"European Survey Research Association","host_organization_lineage":["https://openalex.org/P4310311549"],"host_organization_lineage_names":["European Survey Research Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1864-3361","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:USBKOELN.ub.uni-koeln.de:20274","doi":null,"is_oa":false,"landing_page_url":"https://kups.ub.uni-koeln.de/20274/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400371","display_name":"K\u00f6lner Universit\u00e4ts PublikationsServer (Universit\u00e4t zu K\u00f6ln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210115942","host_organization_name":"Rhenish Institute for Environmental Research","host_organization_lineage":["https://openalex.org/I4210115942"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"doc-type:article"},{"id":"pmh:oai:edoc.ku.de:22011","doi":null,"is_oa":true,"landing_page_url":"https://fordoc.ku.de/id/eprint/2148>","pdf_url":"https://edoc.ku.de/id/eprint/22011/1/admin%2C%2B7210_artcl.pdf","source":{"id":"https://openalex.org/S4306400143","display_name":"Publication Server of the Catholic University Eichst\u00e4tt-Ingolstadt (Catholic University of Eichst\u00e4tt-Ingolstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I199417121","host_organization_name":"Catholic University of Eichst\u00e4tt-Ingolstadt","host_organization_lineage":["https://openalex.org/I199417121"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Artikel"},{"id":"pmh:oai:doaj.org/article:80d5777f4f5c45c689363de4590038d5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/80d5777f4f5c45c689363de4590038d5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Survey Research Methods, Vol 12, Iss 1 (2018)","raw_type":"article"},{"id":"pmh:oai:gesis.izsoz.de:document/57114","doi":null,"is_oa":false,"landing_page_url":"https://www.ssoar.info/ssoar/handle/document/57114","pdf_url":null,"source":{"id":"https://openalex.org/S4306401996","display_name":"Social Science Open Access Repository (GESIS \u2013 Leibniz Institute for the Social Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210101898","host_organization_name":"GESIS - Leibniz Institute for the Social Sciences","host_organization_lineage":["https://openalex.org/I4210101898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Survey Research Methods","raw_type":"Zeitschriftenartikel"},{"id":"doi:10.18148/srm/2018.v12i1.7210","doi":"https://doi.org/10.18148/srm/2018.v12i1.7210","is_oa":true,"landing_page_url":"https://doi.org/10.18148/srm/2018.v12i1.7210","pdf_url":null,"source":{"id":"https://openalex.org/S7407053003","display_name":"Movebank","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:ojs.ojs.ub.uni-konstanz.de:article/7210","doi":null,"is_oa":true,"landing_page_url":"https://ojs.ub.uni-konstanz.de/index.php/index/article/view/7210","pdf_url":null,"source":{"id":"https://openalex.org/S2765010865","display_name":"Survey research methods","issn_l":"1864-3361","issn":["1864-3361"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","erih-plus","jufo-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311549","host_organization_name":"European Survey Research Association","host_organization_lineage":["https://openalex.org/P4310311549"],"host_organization_lineage_names":["European Survey Research Association"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1864-3361","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2801423732.pdf","grobid_xml":"https://content.openalex.org/works/W2801423732.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W614811974","https://openalex.org/W618583255","https://openalex.org/W628329697","https://openalex.org/W1154807952","https://openalex.org/W1550075016","https://openalex.org/W1762145783","https://openalex.org/W1896027656","https://openalex.org/W1896691216","https://openalex.org/W1967687158","https://openalex.org/W1970325005","https://openalex.org/W1979967650","https://openalex.org/W1983004369","https://openalex.org/W2010699191","https://openalex.org/W2026246158","https://openalex.org/W2040231927","https://openalex.org/W2041580163","https://openalex.org/W2042748046","https://openalex.org/W2055903652","https://openalex.org/W2056775433","https://openalex.org/W2058815839","https://openalex.org/W2059334100","https://openalex.org/W2094806065","https://openalex.org/W2097775924","https://openalex.org/W2106337441","https://openalex.org/W2115195964","https://openalex.org/W2121317986","https://openalex.org/W2126661540","https://openalex.org/W2127406580","https://openalex.org/W2127541907","https://openalex.org/W2128157881","https://openalex.org/W2129952239","https://openalex.org/W2130653485","https://openalex.org/W2130783497","https://openalex.org/W2138710913","https://openalex.org/W2146855196","https://openalex.org/W2147472338","https://openalex.org/W2148534890","https://openalex.org/W2161970884","https://openalex.org/W2165202100","https://openalex.org/W2170876888","https://openalex.org/W2234353815","https://openalex.org/W2316175917","https://openalex.org/W2479909395","https://openalex.org/W2495364486","https://openalex.org/W2506790370","https://openalex.org/W2567089098","https://openalex.org/W2605246599","https://openalex.org/W2798834757","https://openalex.org/W3008636437","https://openalex.org/W4214505185"],"related_works":["https://openalex.org/W2948567103","https://openalex.org/W2980391331","https://openalex.org/W6907919564","https://openalex.org/W3026786115","https://openalex.org/W2126661540","https://openalex.org/W3195912965","https://openalex.org/W2897625873","https://openalex.org/W2766572348","https://openalex.org/W2126508755","https://openalex.org/W7029469783"],"abstract_inverted_index":{"This":[0],"article":[1],"addresses":[2],"the":[3,37,45,64],"approximate":[4,89],"approach":[5,66],"to":[6,23,55,72,87,110],"assess":[7],"measurement":[8,16,69],"invariance":[9,17,70,75],"with":[10,48],"(longitudinal)":[11],"confirmatory":[12],"factor":[13],"analysis.":[14],"Approximate":[15],"uses":[18],"zero-mean,":[19],"small-variance":[20],"Bayesian":[21],"priors":[22],"allow":[24],"minor":[25,113],"differences":[26,118],"in":[27],"estimated":[28],"parameters":[29],"across":[30,76],"time,":[31],"while":[32],"still":[33],"maintaining":[34],"comparability":[35],"of":[36,67,81,115],"underlying":[38],"constructs.":[39],"The":[40],"procedure":[41,96],"is":[42],"illustrated":[43],"for":[44,97,112],"first":[46],"time":[47,77],"panel":[49],"data":[50],"on":[51,93],"young":[52],"peoples\u2019":[53],"preferences":[54],"maximize":[56],"pleasure":[57],"and":[58,78,100],"enjoy":[59],"life.":[60],"Results":[61],"indicate":[62],"whereas":[63],"traditional":[65],"exact":[68],"failed":[71],"establish":[73,88],"scalar":[74,90],"precluded":[79],"comparisons":[80],"latent":[82],"means,":[83],"it":[84],"was":[85,107],"possible":[86],"invariance.":[91],"Based":[92],"a":[94,102],"monitoring":[95],"model":[98],"fit":[99],"convergence,":[101],"rather":[103],"small":[104],"prior":[105],"variance":[106],"deemed":[108],"sufficient":[109],"account":[111],"deviations":[114],"cross-time":[116],"intercept":[117],"from":[119],"zero.":[120]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":7}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2018-05-17T00:00:00"}