{"id":"https://openalex.org/W2070001002","doi":"https://doi.org/10.1037//0021-9010.86.3.468","title":"Implications of empirical Bayes meta-analysis for test validation.","display_name":"Implications of empirical Bayes meta-analysis for test validation.","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W2070001002","doi":"https://doi.org/10.1037//0021-9010.86.3.468","mag":"2070001002","pmid":"https://pubmed.ncbi.nlm.nih.gov/11419807"},"language":"en","primary_location":{"id":"doi:10.1037//0021-9010.86.3.468","doi":"https://doi.org/10.1037//0021-9010.86.3.468","is_oa":false,"landing_page_url":"https://doi.org/10.1037//0021-9010.86.3.468","pdf_url":null,"source":{"id":"https://openalex.org/S166002381","display_name":"Journal of Applied Psychology","issn_l":"0021-9010","issn":["0021-9010","1939-1854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","erih-plus","fnege-1-star","ft50","jufo-3","ki-jl-1","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Psychology","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5029382193","display_name":"Michael \u03a4. Brannick","orcid":"https://orcid.org/0000-0003-2149-3230","observed_orcids":["https://orcid.org/0000-0003-2149-3230"]},"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":"Michael T. Brannick","raw_affiliation_strings":["Psychology Department, University of South Florida, Tampa 33620-8200, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Psychology Department, University of South Florida, Tampa 33620-8200, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5029382193"],"corresponding_institution_ids":["https://openalex.org/I2613432"],"apc_list":null,"apc_paid":null,"fwci":2.2647,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.87982726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"86","issue":"3","first_page":"468","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.5785999894142151,"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":0.5785999894142151,"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/T10206","display_name":"Meta-analysis and systematic reviews","score":0.28540000319480896,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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":0.08449999988079071,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/test-validation","display_name":"test validation","score":0.9869999885559082},{"id":"https://openalex.org/keywords/validity-generalization","display_name":"validity generalization","score":0.9670000076293945},{"id":"https://openalex.org/keywords/fixed-effects-model","display_name":"fixed effects model","score":0.6610000133514404},{"id":"https://openalex.org/keywords/random-effects-model","display_name":"random effects models","score":0.9980000257492065},{"id":"https://openalex.org/keywords/significance-testing","display_name":"significance testing","score":0.7929999828338623},{"id":"https://openalex.org/keywords/bayesian-hypothesis-testing","display_name":"Bayesian hypothesis testing","score":0.4690000116825104}],"concepts":[{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.6242492198944092},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5137025117874146},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5022373199462891},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.498995304107666},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4794434607028961},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.466980904340744},{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.4382554590702057},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.42968690395355225},{"id":"https://openalex.org/C142291917","wikidata":"https://www.wikidata.org/wiki/Q4165283","display_name":"Bayes factor","level":4,"score":0.4151982367038727},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3952759802341461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3337504267692566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3279677629470825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21595096588134766},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011584","descriptor_name":"Psychology","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D012107","descriptor_name":"Research Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015201","descriptor_name":"Meta-Analysis as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1037//0021-9010.86.3.468","doi":"https://doi.org/10.1037//0021-9010.86.3.468","is_oa":false,"landing_page_url":"https://doi.org/10.1037//0021-9010.86.3.468","pdf_url":null,"source":{"id":"https://openalex.org/S166002381","display_name":"Journal of Applied Psychology","issn_l":"0021-9010","issn":["0021-9010","1939-1854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","erih-plus","fnege-1-star","ft50","jufo-3","ki-jl-1","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Psychology","raw_type":"journal-article"},{"id":"doi:10.1037/0021-9010.86.3.468","doi":"https://doi.org/10.1037/0021-9010.86.3.468","is_oa":false,"landing_page_url":"https://doi.org/10.1037/0021-9010.86.3.468","pdf_url":null,"source":{"id":"https://openalex.org/S166002381","display_name":"Journal of Applied Psychology","issn_l":"0021-9010","issn":["0021-9010","1939-1854"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a-star","anvur-class-a","anvur-scientific","cwts-core","dongbi-a","erih-plus","fnege-1-star","ft50","jufo-3","ki-jl-1","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320262","host_organization_name":"American Psychological Association","host_organization_lineage":["https://openalex.org/P4310320262"],"host_organization_lineage_names":["American Psychological Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Psychology","raw_type":"journal-article"},{"id":"pmid:11419807","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11419807","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of applied psychology","raw_type":"Journal Article"},{"id":"pmh:oai:digitalcommons.usf.edu:psy_facpub-3336","doi":null,"is_oa":false,"landing_page_url":"https://digitalcommons.usf.edu/psy_facpub/2337","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":"Psychology Faculty Publications","raw_type":"article"},{"id":"pmh:oai:scholarcommons.usf.edu:psy_facpub-3336","doi":null,"is_oa":false,"landing_page_url":"https://scholarcommons.usf.edu/psy_facpub/2337","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":"Psychology Faculty Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1511920456","https://openalex.org/W1775838555","https://openalex.org/W1964605289","https://openalex.org/W1965116150","https://openalex.org/W1966857577","https://openalex.org/W1970020947","https://openalex.org/W1984481023","https://openalex.org/W1994433130","https://openalex.org/W1999954519","https://openalex.org/W2003525594","https://openalex.org/W2007629104","https://openalex.org/W2008925342","https://openalex.org/W2012274784","https://openalex.org/W2013044873","https://openalex.org/W2013098106","https://openalex.org/W2015852640","https://openalex.org/W2024952412","https://openalex.org/W2032538888","https://openalex.org/W2035479034","https://openalex.org/W2043466393","https://openalex.org/W2045205394","https://openalex.org/W2051711058","https://openalex.org/W2053514928","https://openalex.org/W2055323049","https://openalex.org/W2057322860","https://openalex.org/W2064152454","https://openalex.org/W2088949443","https://openalex.org/W2090005550","https://openalex.org/W2095437913","https://openalex.org/W2107328434","https://openalex.org/W2120695425","https://openalex.org/W2156273867","https://openalex.org/W2161817511","https://openalex.org/W2328451703","https://openalex.org/W2493977830","https://openalex.org/W2725889512","https://openalex.org/W2797811632","https://openalex.org/W4229570919","https://openalex.org/W4249545400","https://openalex.org/W4298300080","https://openalex.org/W4300313829","https://openalex.org/W4301930102"],"related_works":["https://openalex.org/W1574875063","https://openalex.org/W2054252117","https://openalex.org/W2467795905","https://openalex.org/W57134987","https://openalex.org/W4251955130","https://openalex.org/W1966857577","https://openalex.org/W7095532909","https://openalex.org/W4244807509","https://openalex.org/W2095437913","https://openalex.org/W4245398849"],"abstract_inverted_index":{"Empirical":[0],"Bayes":[1],"meta-analysis":[2],"provides":[3,45,75],"a":[4,18,34,43,46,56],"useful":[5],"framework":[6],"for":[7,61],"examining":[8],"test":[9,50,57,65,136],"validation.":[10,66],"The":[11,67,118],"fixed-effects":[12],"case":[13,44,69,141],"in":[14,33,64,70,138],"which":[15,71,80],"rho":[16,52],"has":[17,58],"single":[19],"value":[20],"corresponds":[21],"to":[22,81,97,107],"the":[23,26,83,121,128,139],"inference":[24],"that":[25,109],"situational":[27],"specificity":[28],"hypothesis":[29],"can":[30,132],"be":[31,133],"rejected":[32],"validity":[35,88,123],"generalization":[36,124],"study.":[37],"A":[38],"Bayesian":[39],"analysis":[40],"of":[41,51,86,102,120,130],"such":[42,55],"simple":[47],"and":[48,90,127],"powerful":[49],"=":[53],"0;":[54],"practical":[59],"implications":[60],"significance":[62],"testing":[63],"random-effects":[68,140],"sigma2rho":[72,116],">":[73],"0":[74],"an":[76],"explicit":[77],"method":[78],"with":[79],"assess":[82],"relative":[84],"importance":[85],"local":[87,110],"studies":[89],"previous":[91],"meta-analyses.":[92],"Simulated":[93],"data":[94],"are":[95,105],"used":[96,106],"illustrate":[98],"both":[99],"cases.":[100],"Results":[101],"published":[103],"meta-analyses":[104],"show":[108],"validation":[111],"becomes":[112],"increasingly":[113],"important":[114],"as":[115],"increases.":[117],"meaning":[119],"term":[122],"is":[125,142],"explored,":[126],"problem":[129],"what":[131],"inferred":[134],"about":[135],"transportability":[137],"described.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}