{"id":"https://openalex.org/W3010343621","doi":"https://doi.org/10.21031/epod.602765","title":"The Importance of Sample Weights and Plausible Values in Large-Scale Assessments","display_name":"The Importance of Sample Weights and Plausible Values in Large-Scale Assessments","publication_year":2020,"publication_date":"2020-03-07","ids":{"openalex":"https://openalex.org/W3010343621","doi":"https://doi.org/10.21031/epod.602765","mag":"3010343621"},"language":"en","primary_location":{"id":"doi:10.21031/epod.602765","doi":"https://doi.org/10.21031/epod.602765","is_oa":true,"landing_page_url":"https://doi.org/10.21031/epod.602765","pdf_url":"https://dergipark.org.tr/tr/download/article-file/997608","source":{"id":"https://openalex.org/S2739254547","display_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","issn_l":"1309-6575","issn":["1309-6575"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","poland-20","russia-white-list-3","tr-dizin"],"host_organization":"https://openalex.org/P4310318426","host_organization_name":"EPODDER","host_organization_lineage":["https://openalex.org/P4310318426"],"host_organization_lineage_names":["EPODDER"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/tr/download/article-file/997608","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061122786","display_name":"Serkan Ar\u0131kan","orcid":"https://orcid.org/0000-0001-9610-5496","observed_orcids":["https://orcid.org/0000-0001-9610-5496"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serkan ARIKAN","raw_affiliation_strings":["Asst. Prof, Bo\u011fazi\u00e7i University, Faculty of Education, \u0130stanbul,","Res. Assist., Bo\u011fazi\u00e7i University, \u0130stanbul, Faculty of Education,"],"raw_orcid":"https://orcid.org/0000-0001-9610-5496","affiliations":[{"raw_affiliation_string":"Asst. Prof, Bo\u011fazi\u00e7i University, Faculty of Education, \u0130stanbul,","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Res. Assist., Bo\u011fazi\u00e7i University, \u0130stanbul, Faculty of Education,","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077749381","display_name":"Ferah \u00d6zer","orcid":"https://orcid.org/0000-0001-8621-3522","observed_orcids":["https://orcid.org/0000-0001-8621-3522"]},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ferah \u00d6ZER","raw_affiliation_strings":["Asst. Prof, Bo\u011fazi\u00e7i University, Faculty of Education, \u0130stanbul,","Res. Assist., Bo\u011fazi\u00e7i University, \u0130stanbul, Faculty of Education,"],"raw_orcid":"https://orcid.org/0000-0001-8621-3522","affiliations":[{"raw_affiliation_string":"Asst. Prof, Bo\u011fazi\u00e7i University, Faculty of Education, \u0130stanbul,","institution_ids":["https://openalex.org/I4405392"]},{"raw_affiliation_string":"Res. Assist., Bo\u011fazi\u00e7i University, \u0130stanbul, Faculty of Education,","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008745009","display_name":"Vuslat \u015eeker","orcid":"https://orcid.org/0000-0002-3279-5544","observed_orcids":["https://orcid.org/0000-0002-3279-5544"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vuslat \u015eEKER","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3279-5544","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5060608359","display_name":"G\u00fcne\u015f Erta\u015f","orcid":"https://orcid.org/0000-0001-8785-7768","observed_orcids":["https://orcid.org/0000-0001-8785-7768"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00fcne\u015f ERTA\u015e","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8785-7768","affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4064,"has_fulltext":true,"cited_by_count":33,"citation_normalized_percentile":{"value":0.88590076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"11","issue":"1","first_page":"43","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.5565999746322632,"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":0.5565999746322632,"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":0.10639999806880951,"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/T13405","display_name":"Educational Assessment and Improvement","score":0.06880000233650208,"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/sampling-weights","display_name":"sampling weights","score":0.9869999885559082},{"id":"https://openalex.org/keywords/plausible-values","display_name":"plausible values","score":0.9990000128746033},{"id":"https://openalex.org/keywords/large-scale-assessment","display_name":"large-scale assessment","score":0.9570000171661377},{"id":"https://openalex.org/keywords/pisa","display_name":"PISA","score":0.9769999980926514},{"id":"https://openalex.org/keywords/piaac","display_name":"PIAAC","score":0.9980000257492065},{"id":"https://openalex.org/keywords/timss","display_name":"TIMSS","score":1.0},{"id":"https://openalex.org/keywords/multilevel-regression","display_name":"multilevel regression","score":0.7179999947547913},{"id":"https://openalex.org/keywords/education-policy","display_name":"education policy","score":0.4189999997615814},{"id":"https://openalex.org/keywords/international-student-assessment","display_name":"international student assessment","score":0.492000013589859}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6449318528175354},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5755696296691895},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.48022347688674927},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.45746666193008423},{"id":"https://openalex.org/C53059260","wikidata":"https://www.wikidata.org/wiki/Q374758","display_name":"Multilevel model","level":2,"score":0.4567711055278778},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4459352493286133},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4105381965637207},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39145660400390625},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35767096281051636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23915427923202515},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2137947678565979},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.21031/epod.602765","doi":"https://doi.org/10.21031/epod.602765","is_oa":true,"landing_page_url":"https://doi.org/10.21031/epod.602765","pdf_url":"https://dergipark.org.tr/tr/download/article-file/997608","source":{"id":"https://openalex.org/S2739254547","display_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","issn_l":"1309-6575","issn":["1309-6575"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","poland-20","russia-white-list-3","tr-dizin"],"host_organization":"https://openalex.org/P4310318426","host_organization_name":"EPODDER","host_organization_lineage":["https://openalex.org/P4310318426"],"host_organization_lineage_names":["EPODDER"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/602765","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/tr/pub/epod/issue/51680/602765","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:42bd3a9acfe24285bacef237f4562ec5","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/42bd3a9acfe24285bacef237f4562ec5","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":"Journal of Measurement and Evaluation in Education and Psychology, Vol 11, Iss 1, Pp 43-60 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.21031/epod.602765","doi":"https://doi.org/10.21031/epod.602765","is_oa":true,"landing_page_url":"https://doi.org/10.21031/epod.602765","pdf_url":"https://dergipark.org.tr/tr/download/article-file/997608","source":{"id":"https://openalex.org/S2739254547","display_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","issn_l":"1309-6575","issn":["1309-6575"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["dongbi-c","poland-20","russia-white-list-3","tr-dizin"],"host_organization":"https://openalex.org/P4310318426","host_organization_name":"EPODDER","host_organization_lineage":["https://openalex.org/P4310318426"],"host_organization_lineage_names":["EPODDER"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"E\u011fitimde ve Psikolojide \u00d6l\u00e7me ve De\u011ferlendirme Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010343621.pdf","grobid_xml":"https://content.openalex.org/works/W3010343621.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W9272540","https://openalex.org/W1599595367","https://openalex.org/W2003921352","https://openalex.org/W2006093153","https://openalex.org/W2017259658","https://openalex.org/W2033893574","https://openalex.org/W2080993412","https://openalex.org/W2090444608","https://openalex.org/W2118502261","https://openalex.org/W2125220878","https://openalex.org/W2560687937","https://openalex.org/W2597815351","https://openalex.org/W2604569707","https://openalex.org/W2606297952","https://openalex.org/W2607435362","https://openalex.org/W2897337918","https://openalex.org/W2897489439","https://openalex.org/W3095976267","https://openalex.org/W4229833068","https://openalex.org/W4230616807","https://openalex.org/W6636931786"],"related_works":["https://openalex.org/W2971272863","https://openalex.org/W1917526775","https://openalex.org/W2563749156","https://openalex.org/W2554342086","https://openalex.org/W2929874975","https://openalex.org/W1984460531","https://openalex.org/W2890436980","https://openalex.org/W7100560870","https://openalex.org/W6921138218","https://openalex.org/W2533058397"],"abstract_inverted_index":{"International":[0,9,17,26],"large-scale":[1],"assessments":[2,63],"such":[3],"as":[4,69],"PISA":[5],"(The":[6,13],"Programme":[7,14],"for":[8,15],"Student":[10],"Assessment),":[11],"PIAAC":[12,112],"the":[16,47,56,60,70,73,122,172],"Assessment":[18],"of":[19,42,78,85,90,92,155,171],"Adult":[20],"Competencies)":[21],"and":[22,45,98,113,120,166,180,196,204],"TIMSS":[23,114],"(Trends":[24],"in":[25,34],"Mathematics":[27],"Science":[28],"Study),":[29],"play":[30],"a":[31,185],"key":[32],"role":[33],"determining":[35],"educational":[36,48],"policies":[37],"besides":[38],"their":[39],"primary":[40],"objectives":[41],"measuring,":[43],"evaluating":[44],"monitoring":[46],"process.":[49],"Therefore,":[50],"it":[51],"is":[52,158,184],"critical":[53],"to":[54,75,106,149,159,163,188],"analyze":[55],"data":[57,87,115,142],"gathered":[58],"from":[59],"large":[61,140],"scale":[62,141],"using":[64,99,177],"scientifically":[65],"accurate":[66],"statistical":[67],"methods":[68],"results":[71,125],"have":[72],"potential":[74],"influence":[76],"millions":[77],"stakeholders":[79],"through":[80],"major":[81,151],"policy":[82],"changes.":[83],"Analysis":[84],"these":[86],"that":[88,126,137,175],"consists":[89],"hundreds":[91],"different":[93],"genuine":[94],"variables":[95],"requires":[96],"expertise":[97],"specific":[100],"methods.":[101],"This":[102],"study":[103,157,173],"illustrates":[104],"issues":[105],"be":[107,128],"considered":[108],"while":[109],"analyzing":[110],"PISA,":[111],"by":[116,201,208],"presenting":[117],"relevant":[118],"syntax":[119],"exemplifying":[121],"possible":[123],"incorrect":[124,190],"might":[127],"encountered.":[129],"In":[130,192],"Turkey,":[131],"there":[132,183],"are":[133,145],"very":[134,147],"limited":[135,148],"courses":[136],"focus":[138],"on":[139],"analysis.":[143],"Workshops":[144],"also":[146],"reach":[150],"groups.":[152],"The":[153],"aim":[154],"this":[156,193],"raise":[160],"awareness":[161],"related":[162],"sample":[164,178],"weights":[165,179],"plausible":[167,181],"values.":[168],"Comparative":[169],"findings":[170],"showed":[174],"without":[176],"values":[182],"high":[186],"probability":[187],"get":[189],"results.":[191],"study,":[194],"t-test":[195],"multiple":[197],"regression":[198,206],"analyses":[199],"conducted":[200],"IDB":[202],"Analyzer":[203],"multilevel":[205],"analysis":[207],"Mplus":[209],"were":[210],"exemplified.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-03-13T00:00:00"}
