{"id":"https://openalex.org/W1986164642","doi":"https://doi.org/10.3200/joer.98.1.14-23","title":"Use and Interpretation of Factor Analysis in The Journal ofEducational Research:1992-2002","display_name":"Use and Interpretation of Factor Analysis in The Journal ofEducational Research:1992-2002","publication_year":2004,"publication_date":"2004-09-01","ids":{"openalex":"https://openalex.org/W1986164642","doi":"https://doi.org/10.3200/joer.98.1.14-23","mag":"1986164642"},"language":"en","primary_location":{"id":"doi:10.3200/joer.98.1.14-23","doi":"https://doi.org/10.3200/joer.98.1.14-23","is_oa":false,"landing_page_url":"https://doi.org/10.3200/joer.98.1.14-23","pdf_url":null,"source":{"id":"https://openalex.org/S54795217","display_name":"The Journal of Educational Research","issn_l":"0022-0671","issn":["0022-0671","1940-0675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-2","ki-jl-2","norway-2","poland-100","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":"The Journal of Educational Research","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/A5051997876","display_name":"John T. Pohlmann","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110378019","display_name":"Southern Illinois University Carbondale","ror":"https://ror.org/049kefs16","country_code":"US","type":"education","lineage":["https://openalex.org/I110378019","https://openalex.org/I2801502357"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John T. Pohlmann","raw_affiliation_strings":["Southern Illinois University Carbondale","Southern Illinois University, Carbondale#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Illinois University Carbondale","institution_ids":["https://openalex.org/I110378019"]},{"raw_affiliation_string":"Southern Illinois University, Carbondale#TAB#","institution_ids":["https://openalex.org/I110378019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5051997876"],"corresponding_institution_ids":["https://openalex.org/I110378019"],"apc_list":null,"apc_paid":null,"fwci":4.2226,"has_fulltext":false,"cited_by_count":141,"citation_normalized_percentile":{"value":0.9279618,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"98","issue":"1","first_page":"14","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9961000084877014,"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":0.9961000084877014,"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/T10561","display_name":"Educational Research and Methods","score":0.002099999925121665,"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/T13284","display_name":"Psychology Research and Bibliometrics","score":0.0006000000284984708,"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/factor-analysis","display_name":"factor analysis","score":0.9940000176429749},{"id":"https://openalex.org/keywords/exploratory-factor-analysis","display_name":"exploratory factor analysis","score":0.9929999709129333},{"id":"https://openalex.org/keywords/confirmatory-factor-analysis","display_name":"confirmatory factor analysis","score":1.0},{"id":"https://openalex.org/keywords/statistical-reporting","display_name":"statistical reporting","score":0.5809999704360962}],"concepts":[{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.7800367474555969},{"id":"https://openalex.org/C165957694","wikidata":"https://www.wikidata.org/wiki/Q5421350","display_name":"Exploratory factor analysis","level":3,"score":0.7317319512367249},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.6963176131248474},{"id":"https://openalex.org/C2779455604","wikidata":"https://www.wikidata.org/wiki/Q5330","display_name":"Impact factor","level":2,"score":0.6002302169799805},{"id":"https://openalex.org/C40722632","wikidata":"https://www.wikidata.org/wiki/Q5160137","display_name":"Confirmatory factor analysis","level":3,"score":0.5986325740814209},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.4538196623325348},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41712841391563416},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31569933891296387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2847801446914673},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.14966735243797302},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08642110228538513},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.076386958360672},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.0763273537158966},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3200/joer.98.1.14-23","doi":"https://doi.org/10.3200/joer.98.1.14-23","is_oa":false,"landing_page_url":"https://doi.org/10.3200/joer.98.1.14-23","pdf_url":null,"source":{"id":"https://openalex.org/S54795217","display_name":"The Journal of Educational Research","issn_l":"0022-0671","issn":["0022-0671","1940-0675"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-2","ki-jl-2","norway-2","poland-100","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":"The Journal of Educational Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W63792389","https://openalex.org/W1923794885","https://openalex.org/W1965156436","https://openalex.org/W1966382716","https://openalex.org/W1969502977","https://openalex.org/W1971943330","https://openalex.org/W1972806788","https://openalex.org/W1974292081","https://openalex.org/W1985586573","https://openalex.org/W1987155630","https://openalex.org/W1987646682","https://openalex.org/W1996437417","https://openalex.org/W1997320786","https://openalex.org/W2000432226","https://openalex.org/W2004199309","https://openalex.org/W2017985953","https://openalex.org/W2021921202","https://openalex.org/W2023273385","https://openalex.org/W2025184601","https://openalex.org/W2029185574","https://openalex.org/W2030741364","https://openalex.org/W2037302440","https://openalex.org/W2037919684","https://openalex.org/W2038114291","https://openalex.org/W2041963641","https://openalex.org/W2042122853","https://openalex.org/W2050400024","https://openalex.org/W2054915897","https://openalex.org/W2056205967","https://openalex.org/W2057985994","https://openalex.org/W2058513103","https://openalex.org/W2058755077","https://openalex.org/W2059334100","https://openalex.org/W2059643539","https://openalex.org/W2059832983","https://openalex.org/W2061527659","https://openalex.org/W2064358030","https://openalex.org/W2069926320","https://openalex.org/W2074400631","https://openalex.org/W2078742759","https://openalex.org/W2085067988","https://openalex.org/W2088477804","https://openalex.org/W2092741974","https://openalex.org/W2123813111","https://openalex.org/W2124563089","https://openalex.org/W2127722934","https://openalex.org/W2133097426","https://openalex.org/W2133487567","https://openalex.org/W2136215592","https://openalex.org/W2139285440","https://openalex.org/W2144044211","https://openalex.org/W2149608872","https://openalex.org/W2158950443","https://openalex.org/W2160172778","https://openalex.org/W2172265637","https://openalex.org/W2320354575","https://openalex.org/W2796222037","https://openalex.org/W2908934668","https://openalex.org/W4298091299","https://openalex.org/W6659768280"],"related_works":["https://openalex.org/W2097665571","https://openalex.org/W45488556","https://openalex.org/W2086974172","https://openalex.org/W2728500950","https://openalex.org/W2141845170","https://openalex.org/W2041404177","https://openalex.org/W2316437181","https://openalex.org/W1569000203","https://openalex.org/W2055731525","https://openalex.org/W121127411"],"abstract_inverted_index":{"The":[0,14,99],"author":[1,62,100],"reviewed":[2],"the":[3,33,43,61,65,71,83,97,124],"use":[4],"and":[5,70,109,127],"interpretation":[6,128],"of":[7,16,29,55,115,129],"factor":[8,30,40,57,106,118,131],"analysis":[9,31,41,107],"in":[10,13],"articles":[11,19,35],"published":[12],"Journal":[15],"Educational":[17],"Research":[18],"from":[20],"1992":[21],"to":[22,95,105],"2002.":[23],"He":[24,50,120],"found":[25,63,81],"all":[26],"major":[27],"forms":[28],"among":[32],"25":[34],"that":[36,47,64,82],"he":[37,48,80],"reviewed.":[38],"Exploratory":[39],"was":[42],"most":[44],"common":[45],"application":[46],"found.":[49],"noted":[51],"only":[52],"3":[53],"applications":[54],"confirmatory":[56],"analysis.":[58,119,132],"In":[59,76],"general,":[60],"analyses":[66,92],"were":[67,73],"performed":[68],"appropriately":[69],"results":[72],"presented":[74],"informatively.":[75],"some":[77],"studies,":[78],"however,":[79],"authors":[84],"did":[85],"not":[86],"provide":[87],"sufficient":[88],"information":[89],"about":[90],"their":[91],"for":[93,123],"readers":[94],"evaluate":[96],"results.":[98],"provides":[101],"a":[102,130],"brief":[103],"introduction":[104],"history":[108],"models,":[110],"along":[111],"with":[112],"an":[113,116],"illustration":[114],"exploratory":[117],"offers":[121],"recommendations":[122],"appropriate":[125],"reporting":[126]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":11}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}
