{"id":"https://openalex.org/W4319985589","doi":"https://doi.org/10.3102/10769986221150517","title":"Assessing Inter-rater Reliability With Heterogeneous Variance Components Models: Flexible Approach Accounting for Contextual Variables","display_name":"Assessing Inter-rater Reliability With Heterogeneous Variance Components Models: Flexible Approach Accounting for Contextual Variables","publication_year":2023,"publication_date":"2023-02-09","ids":{"openalex":"https://openalex.org/W4319985589","doi":"https://doi.org/10.3102/10769986221150517"},"language":"en","primary_location":{"id":"doi:10.3102/10769986221150517","doi":"https://doi.org/10.3102/10769986221150517","is_oa":false,"landing_page_url":"https://doi.org/10.3102/10769986221150517","pdf_url":null,"source":{"id":"https://openalex.org/S53135262","display_name":"Journal of Educational and Behavioral Statistics","issn_l":"1076-9986","issn":["1076-9986","1935-1054"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational and Behavioral Statistics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.02071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050892661","display_name":"Patr\u00edcia Martinkov\u00e1","orcid":"https://orcid.org/0000-0003-4754-8543","observed_orcids":["https://orcid.org/0000-0003-4754-8543"]},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]},{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Patr\u00edcia Martinkov\u00e1","raw_affiliation_strings":["Institute of Computer Science of the Czech Academy of Sciences, Charles University"],"raw_orcid":"https://orcid.org/0000-0003-4754-8543","affiliations":[{"raw_affiliation_string":"Institute of Computer Science of the Czech Academy of Sciences, Charles University","institution_ids":["https://openalex.org/I21250087","https://openalex.org/I4210155092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034334189","display_name":"Frantis\u0306ek Bartos\u0306","orcid":"https://orcid.org/0000-0002-0018-5573","observed_orcids":["https://orcid.org/0000-0002-0018-5573"]},"institutions":[{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["CZ","NL"],"is_corresponding":false,"raw_author_name":"Franti\u0161ek Barto\u0161","raw_affiliation_strings":["Institute of Computer Science of the Czech Academy of Sciences, University of Amsterdam"],"raw_orcid":"https://orcid.org/0000-0002-0018-5573","affiliations":[{"raw_affiliation_string":"Institute of Computer Science of the Czech Academy of Sciences, University of Amsterdam","institution_ids":["https://openalex.org/I4210155092","https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074393288","display_name":"Marek Brabec","orcid":"https://orcid.org/0000-0001-6367-5791","observed_orcids":["https://orcid.org/0000-0001-6367-5791"]},"institutions":[{"id":"https://openalex.org/I4210155092","display_name":"Czech Academy of Sciences, Institute of Computer Science","ror":"https://ror.org/0496n6574","country_code":"CZ","type":"facility","lineage":["https://openalex.org/I202391551","https://openalex.org/I4210155092"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Marek Brabec","raw_affiliation_strings":["Institute of Computer Science of the Czech Academy of Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Science of the Czech Academy of Sciences","institution_ids":["https://openalex.org/I4210155092"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1000,"currency":"USD","value_usd":1000},"apc_paid":null,"fwci":1.3975,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.8583394,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"48","issue":"3","first_page":"349","last_page":"383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13309","display_name":"Reliability and Agreement in Measurement","score":0.9868000149726868,"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"}},"topics":[{"id":"https://openalex.org/T13309","display_name":"Reliability and Agreement in Measurement","score":0.9868000149726868,"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":0.005100000184029341,"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/T10467","display_name":"Psychometric Methodologies and Testing","score":0.00279999990016222,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inter-rater-reliability","display_name":"inter-rater reliability","score":1.0},{"id":"https://openalex.org/keywords/bayesian-model-averaging","display_name":"Bayesian model averaging","score":0.7710000276565552},{"id":"https://openalex.org/keywords/model-uncertainty","display_name":"model uncertainty","score":0.8790000081062317},{"id":"https://openalex.org/keywords/measurement-error","display_name":"measurement error","score":0.6700000166893005}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.7836906313896179},{"id":"https://openalex.org/C162376815","wikidata":"https://www.wikidata.org/wiki/Q2158281","display_name":"Frequentist inference","level":4,"score":0.6543233394622803},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6223986148834229},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6192061901092529},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.5718254446983337},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5448662042617798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5213950276374817},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5205451250076294},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.494564026594162},{"id":"https://openalex.org/C142291917","wikidata":"https://www.wikidata.org/wiki/Q4165283","display_name":"Bayes factor","level":4,"score":0.4561334252357483},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.42880675196647644},{"id":"https://openalex.org/C89715816","wikidata":"https://www.wikidata.org/wiki/Q7915763","display_name":"Variance decomposition of forecast errors","level":2,"score":0.41403257846832275},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.34585487842559814},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27204781770706177},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.10482743382453918},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08480328321456909},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3102/10769986221150517","doi":"https://doi.org/10.3102/10769986221150517","is_oa":false,"landing_page_url":"https://doi.org/10.3102/10769986221150517","pdf_url":null,"source":{"id":"https://openalex.org/S53135262","display_name":"Journal of Educational and Behavioral Statistics","issn_l":"1076-9986","issn":["1076-9986","1935-1054"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","erih-plus","jufo-2","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational and Behavioral Statistics","raw_type":"journal-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/4c288cb6-9db8-4c87-a39f-af6788cb6a69","doi":null,"is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/assessing-interrater-reliability-with-heterogeneous-variance-components-models-flexible-approach-accounting-for-contextual-variables(4c288cb6-9db8-4c87-a39f-af6788cb6a69).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Martinkov\u00e1, P, Barto\u0161, F & Brabec, M 2023, 'Assessing Inter-rater Reliability With Heterogeneous Variance Components Models: Flexible Approach Accounting for Contextual Variables', Journal of Educational and Behavioral Statistics, vol. 48, no. 3, pp. 349-383. https://doi.org/10.3102/10769986221150517","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2207.02071","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.02071","pdf_url":"https://arxiv.org/pdf/2207.02071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:RePEc:sae:jedbes:v:48:y:2023:i:3:p:349-383","doi":null,"is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.3102/10769986221150517","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"doi:10.48550/arxiv.2207.02071","doi":"https://doi.org/10.48550/arxiv.2207.02071","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2207.02071","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.02071","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.02071","pdf_url":"https://arxiv.org/pdf/2207.02071","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1088124637","display_name":null,"funder_award_id":"CESNET LM2015042","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G5890185003","display_name":null,"funder_award_id":"67985807","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G6545326099","display_name":null,"funder_award_id":"LM2015042","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G7281126910","display_name":"Theoretical foundations of computational psychometrics","funder_award_id":"GA21-03658S","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"}],"funders":[{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319985589.pdf","grobid_xml":"https://content.openalex.org/works/W4319985589.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W644992242","https://openalex.org/W1480175064","https://openalex.org/W1491613324","https://openalex.org/W1575299154","https://openalex.org/W1603903339","https://openalex.org/W1967396577","https://openalex.org/W1981457167","https://openalex.org/W1987464952","https://openalex.org/W2000374318","https://openalex.org/W2051341588","https://openalex.org/W2065637266","https://openalex.org/W2067724039","https://openalex.org/W2074282020","https://openalex.org/W2078502317","https://openalex.org/W2124923373","https://openalex.org/W2127875809","https://openalex.org/W2141403362","https://openalex.org/W2142635246","https://openalex.org/W2143841415","https://openalex.org/W2146855196","https://openalex.org/W2147830671","https://openalex.org/W2203714058","https://openalex.org/W2281805729","https://openalex.org/W2335953718","https://openalex.org/W2500171033","https://openalex.org/W2512806502","https://openalex.org/W2602422862","https://openalex.org/W2605947465","https://openalex.org/W2612604833","https://openalex.org/W2892883002","https://openalex.org/W2894841765","https://openalex.org/W2909763451","https://openalex.org/W2911808884","https://openalex.org/W2914369697","https://openalex.org/W2914874602","https://openalex.org/W2922826800","https://openalex.org/W2944092734","https://openalex.org/W2963503496","https://openalex.org/W3001129757","https://openalex.org/W3008266717","https://openalex.org/W3011976609","https://openalex.org/W3026952964","https://openalex.org/W3033797387","https://openalex.org/W3039168711","https://openalex.org/W3043827451","https://openalex.org/W3162770616","https://openalex.org/W3167306646","https://openalex.org/W3215273203","https://openalex.org/W4211096163","https://openalex.org/W4211177544","https://openalex.org/W4211217687","https://openalex.org/W4231009387","https://openalex.org/W4231135067","https://openalex.org/W4231324690","https://openalex.org/W4238804190","https://openalex.org/W4247539597","https://openalex.org/W4251644969"],"related_works":["https://openalex.org/W4256198443","https://openalex.org/W7134815104","https://openalex.org/W4413101088","https://openalex.org/W2902012830","https://openalex.org/W1963821271","https://openalex.org/W7221807271","https://openalex.org/W7096027973","https://openalex.org/W3160290528","https://openalex.org/W1989174100","https://openalex.org/W3044519162"],"abstract_inverted_index":{"Inter-rater":[0],"reliability":[1],"(IRR),":[2],"which":[3],"is":[4,35,146],"a":[5,65,155],"prerequisite":[6],"of":[7,29,40,73,180,189],"high-quality":[8],"ratings":[9],"and":[10,49,96,110,151,158,183],"assessments,":[11],"may":[12],"be":[13],"affected":[14],"by":[15,53,78],"contextual":[16],"variables,":[17],"such":[18,30],"as":[19,103],"the":[20,38,43,56,92,126,178,187],"rater\u2019s":[21],"or":[22,26,134],"ratee\u2019s":[23],"gender,":[24],"major,":[25],"experience.":[27],"Identification":[28],"heterogeneity":[31,74],"sources":[32],"in":[33,71,82,137,154,163,186],"IRR":[34,52,70,109],"important":[36],"for":[37,68,107,118,133],"implementation":[39],"policies":[41],"with":[42,148],"potential":[44],"to":[45,50,76,90,116,130,141],"decrease":[46],"measurement":[47],"error":[48],"increase":[51],"focusing":[54],"on":[55],"most":[57],"relevant":[58],"subgroups.":[59],"In":[60],"this":[61,181],"study,":[62,157],"we":[63,97,159,167],"propose":[64],"flexible":[66],"approach":[67,106],"assessing":[69],"cases":[72],"due":[75,140],"covariates":[77],"directly":[79],"modeling":[80],"differences":[81,136],"variance":[83,111,138],"components.":[84],"We":[85,121],"use":[86,122],"Bayes":[87],"factors":[88],"(BFs)":[89],"select":[91],"best":[93],"performing":[94],"model,":[95],"suggest":[98],"using":[99],"Bayesian":[100,150],"model":[101,119,128],"averaging":[102],"an":[104],"alternative":[105],"obtaining":[108],"component":[112],"estimates,":[113],"allowing":[114],"us":[115],"account":[117],"uncertainty.":[120],"inclusion":[123],"BFs":[124],"considering":[125],"whole":[127],"space":[129],"provide":[131,168],"evidence":[132],"against":[135],"components":[139],"covariates.":[142],"The":[143],"proposed":[144],"method":[145,182],"compared":[147],"other":[149],"frequentist":[152],"approaches":[153],"simulation":[156],"demonstrate":[160],"its":[161,184],"superiority":[162],"some":[164],"situations.":[165],"Finally,":[166],"real":[169],"data":[170],"examples":[171],"from":[172],"grant":[173],"proposal":[174],"peer":[175],"review,":[176],"demonstrating":[177],"usefulness":[179],"flexibility":[185],"generalization":[188],"more":[190],"complex":[191],"designs.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2023-02-11T00:00:00"}
