{"id":"https://openalex.org/W7126436240","doi":"https://doi.org/10.37669/milliegitim.1666848","title":"Analyzing Nationwide Enrollment and Graduation Trends in Undergraduate STEM Majors in T\u00fcrkiye from 2013 to 2023","display_name":"Analyzing Nationwide Enrollment and Graduation Trends in Undergraduate STEM Majors in T\u00fcrkiye from 2013 to 2023","publication_year":2026,"publication_date":"2026-01-31","ids":{"openalex":"https://openalex.org/W7126436240","doi":"https://doi.org/10.37669/milliegitim.1666848"},"language":"en","primary_location":{"id":"doi:10.37669/milliegitim.1666848","doi":"https://doi.org/10.37669/milliegitim.1666848","is_oa":true,"landing_page_url":"https://doi.org/10.37669/milliegitim.1666848","pdf_url":"https://dergipark.org.tr/en/download/article-file/4731240","source":{"id":"https://openalex.org/S4210214878","display_name":"Milli E\u011fitim Dergisi","issn_l":"1302-5600","issn":["1302-5600"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Milli E\u011fitim Dergisi","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dergipark.org.tr/en/download/article-file/4731240","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047866876","display_name":"Osman Ak\u015fit","orcid":"https://orcid.org/0000-0001-7568-6834","observed_orcids":["https://orcid.org/0000-0001-7568-6834"]},"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":"Osman Ak\u015fit","raw_affiliation_strings":["BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0001-7568-6834","affiliations":[{"raw_affiliation_string":"BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088625322","display_name":"Arif B\u00d6Y\u00dcKSOLAK","orcid":"https://orcid.org/0000-0002-7623-2540","observed_orcids":["https://orcid.org/0000-0002-7623-2540"]},"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":"Arif B\u00f6y\u00fcksolak","raw_affiliation_strings":["BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0002-7623-2540","affiliations":[{"raw_affiliation_string":"BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026352130","display_name":"Mervenur Belin","orcid":"https://orcid.org/0000-0002-6569-0917","observed_orcids":["https://orcid.org/0000-0002-6569-0917"]},"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":"Mervenur Belin","raw_affiliation_strings":["BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130"],"raw_orcid":"https://orcid.org/0000-0002-6569-0917","affiliations":[{"raw_affiliation_string":"BO\u011eAZ\u0130\u00c7\u0130 \u00dcN\u0130VERS\u0130TES\u0130","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05049645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"55","issue":"249","first_page":"123","last_page":"176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10726","display_name":"Career Development and Diversity","score":0.9047999978065491,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10726","display_name":"Career Development and Diversity","score":0.9047999978065491,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/T10267","display_name":"Higher Education Research Studies","score":0.07100000232458115,"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/T12590","display_name":"STEM Education","score":0.003599999938160181,"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/stem-enrollment","display_name":"STEM enrollment","score":0.7990000247955322},{"id":"https://openalex.org/keywords/gender-gap-in-stem","display_name":"gender gap in STEM","score":0.8759999871253967},{"id":"https://openalex.org/keywords/women-in-stem","display_name":"women in STEM","score":0.6980000138282776},{"id":"https://openalex.org/keywords/engineering-enrollment","display_name":"engineering enrollment","score":0.621999979019165},{"id":"https://openalex.org/keywords/higher-education-enrollment-trends","display_name":"higher education enrollment trends","score":0.7570000290870667},{"id":"https://openalex.org/keywords/stem-pipeline","display_name":"STEM pipeline","score":0.7910000085830688}],"concepts":[{"id":"https://openalex.org/C2779529714","wikidata":"https://www.wikidata.org/wiki/Q2632744","display_name":"Graduation (instrument)","level":2,"score":0.8176000118255615},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.5242000222206116},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.4250999987125397},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.4129999876022339},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3741999864578247},{"id":"https://openalex.org/C2986619947","wikidata":"https://www.wikidata.org/wiki/Q30103150","display_name":"Gender gap","level":2,"score":0.37299999594688416},{"id":"https://openalex.org/C2779297142","wikidata":"https://www.wikidata.org/wiki/Q3276412","display_name":"Educational attainment","level":2,"score":0.3452000021934509},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.34310001134872437},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.3305000066757202},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30410000681877136},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3010999858379364},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2994000017642975},{"id":"https://openalex.org/C2777638134","wikidata":"https://www.wikidata.org/wiki/Q20857129","display_name":"University system","level":3,"score":0.29910001158714294},{"id":"https://openalex.org/C127142870","wikidata":"https://www.wikidata.org/wiki/Q7838279","display_name":"Trend analysis","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2542000114917755}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.37669/milliegitim.1666848","doi":"https://doi.org/10.37669/milliegitim.1666848","is_oa":true,"landing_page_url":"https://doi.org/10.37669/milliegitim.1666848","pdf_url":"https://dergipark.org.tr/en/download/article-file/4731240","source":{"id":"https://openalex.org/S4210214878","display_name":"Milli E\u011fitim Dergisi","issn_l":"1302-5600","issn":["1302-5600"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Milli E\u011fitim Dergisi","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.org.tr:article/1666848","doi":null,"is_oa":false,"landing_page_url":"https://dergipark.org.tr/en/pub/milliegitim/article/1666848","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"}],"best_oa_location":{"id":"doi:10.37669/milliegitim.1666848","doi":"https://doi.org/10.37669/milliegitim.1666848","is_oa":true,"landing_page_url":"https://doi.org/10.37669/milliegitim.1666848","pdf_url":"https://dergipark.org.tr/en/download/article-file/4731240","source":{"id":"https://openalex.org/S4210214878","display_name":"Milli E\u011fitim Dergisi","issn_l":"1302-5600","issn":["1302-5600"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj","erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Milli E\u011fitim Dergisi","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.8974000215530396},{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.8278999924659729},{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.6025999784469604}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7126436240.pdf","grobid_xml":"https://content.openalex.org/works/W7126436240.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W830881716","https://openalex.org/W1601784968","https://openalex.org/W2104668300","https://openalex.org/W2113672196","https://openalex.org/W2177988674","https://openalex.org/W2299484695","https://openalex.org/W2344736735","https://openalex.org/W2411672555","https://openalex.org/W2473814984","https://openalex.org/W2582499662","https://openalex.org/W2653577706","https://openalex.org/W2809877208","https://openalex.org/W2810548533","https://openalex.org/W2898656542","https://openalex.org/W2919253040","https://openalex.org/W2946203545","https://openalex.org/W2954178341","https://openalex.org/W3009572815","https://openalex.org/W3097508625","https://openalex.org/W3157171239","https://openalex.org/W3215718162","https://openalex.org/W4206293342","https://openalex.org/W4210808054","https://openalex.org/W4281493095","https://openalex.org/W4378651533","https://openalex.org/W4388036728","https://openalex.org/W4392626711","https://openalex.org/W4395701910","https://openalex.org/W4399377211","https://openalex.org/W4399584245","https://openalex.org/W4402430903","https://openalex.org/W4403688237"],"related_works":["https://openalex.org/W3033895169","https://openalex.org/W4410091810","https://openalex.org/W3159348208","https://openalex.org/W6987639048","https://openalex.org/W4411840566","https://openalex.org/W3013717426","https://openalex.org/W4401498431","https://openalex.org/W2528516017","https://openalex.org/W2473814984","https://openalex.org/W4412629811"],"abstract_inverted_index":{"This":[0,177],"study":[1,178],"explored":[2],"nationwide":[3,143],"trends":[4],"in":[5,10,70,87,101,111,115,122,167,189],"STEM":[6,38,49,88,116,144,169,187],"enrollments":[7,114],"and":[8,131,157,172,191,198],"graduations":[9],"Turkish":[11],"higher":[12],"education":[13],"institutions":[14],"from":[15],"2013":[16],"to":[17,64,162],"2023":[18],"by":[19,25],"examining":[20],"the":[21,26,71,81,91,150,180,186],"official":[22],"dataset":[23],"provided":[24],"Council":[27],"of":[28,44,67,185],"Higher":[29],"Education.":[30],"The":[31,138],"findings":[32,139],"highlighted":[33],"an":[34,108],"enduring":[35],"demand":[36],"for":[37,195],"areas,":[39],"with":[40,97],"more":[41,164],"than":[42],"half":[43],"high":[45],"school":[46],"graduates":[47],"choosing":[48],"majors":[50],"during":[51],"this":[52],"eleven-year":[53],"period,":[54],"while":[55],"there":[56],"were":[57,77,85],"some":[58],"fluctuations":[59],"that":[60,141],"could":[61],"be":[62],"related":[63],"a":[65],"number":[66],"policy":[68,158],"changes":[69],"university":[72],"entrance":[73],"system.":[74],"Gender":[75],"differences":[76],"also":[78],"analyzed.":[79],"In":[80],"earlier":[82],"years,":[83],"males":[84],"overrepresented":[86],"fields.":[89],"However,":[90],"gender":[92,175],"gap":[93],"has":[94],"recently":[95],"narrowed,":[96],"growing":[98],"female":[99,113],"participation":[100,166],"areas":[102],"such":[103,125],"as":[104,126],"biological":[105],"sciences.":[106],"Despite":[107],"increasing":[109],"trend":[110],"overall":[112],"majors,":[117],"significant":[118],"disparities":[119],"still":[120],"remain":[121],"particular":[123],"subfields":[124],"engineering,":[127],"where":[128],"male":[129],"enrollment":[130],"graduation":[132],"rates":[133],"have":[134],"been":[135],"substantially":[136],"higher.":[137],"suggest":[140],"T\u00fcrkiye\u2019s":[142],"pipeline":[145,188],"appears":[146],"relatively":[147],"robust":[148],"at":[149],"macro":[151],"level;":[152],"however,":[153],"targeted":[154],"evidence-based":[155],"interventions":[156],"reforms":[159],"are":[160],"needed":[161],"promote":[163],"equitable":[165],"various":[168],"career":[170],"pathways":[171],"address":[173],"persistent":[174],"disparities.":[176],"provides":[179],"first":[181],"comprehensive":[182],"national":[183],"analysis":[184],"T\u00fcrkiye":[190],"offers":[192],"valuable":[193],"insights":[194],"policymakers,":[196],"educators,":[197],"other":[199],"stakeholders.":[200]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-02-02T00:00:00"}
