{"id":"https://openalex.org/W2943673126","doi":"https://doi.org/10.1080/09537325.2019.1613521","title":"Analysing R&D efficiency of Turkish regions using data envelopment analysis","display_name":"Analysing R&D efficiency of Turkish regions using data envelopment analysis","publication_year":2019,"publication_date":"2019-05-03","ids":{"openalex":"https://openalex.org/W2943673126","doi":"https://doi.org/10.1080/09537325.2019.1613521","mag":"2943673126"},"language":"en","primary_location":{"id":"doi:10.1080/09537325.2019.1613521","doi":"https://doi.org/10.1080/09537325.2019.1613521","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2019.1613521","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","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":"Technology Analysis &amp; Strategic Management","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5030931461","display_name":"\u00d6nder Belgin","orcid":"https://orcid.org/0000-0001-6702-2608","observed_orcids":["https://orcid.org/0000-0001-6702-2608"]},"institutions":[{"id":"https://openalex.org/I4210112940","display_name":"Ministry of Science, Industry and Technology","ror":"https://ror.org/01xspp494","country_code":"TR","type":"government","lineage":["https://openalex.org/I4210112940"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Onder Belgin","raw_affiliation_strings":["Republic of Turkey Ministry of Industry and Technology, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Republic of Turkey Ministry of Industry and Technology, Ankara, Turkey","institution_ids":["https://openalex.org/I4210112940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5030931461"],"corresponding_institution_ids":["https://openalex.org/I4210112940"],"apc_list":null,"apc_paid":null,"fwci":1.7029,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.84229018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"31","issue":"11","first_page":"1341","last_page":"1352"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9672999978065491,"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9672999978065491,"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/T12722","display_name":"Innovation Policy and R&D","score":0.026799999177455902,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12961","display_name":"Regional Development and Policy","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"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/r-d-efficiency","display_name":"R&D efficiency","score":0.9589999914169312},{"id":"https://openalex.org/keywords/regional-innovation","display_name":"regional innovation","score":0.8790000081062317},{"id":"https://openalex.org/keywords/regional-innovation-policy","display_name":"regional innovation policy","score":0.7979999780654907},{"id":"https://openalex.org/keywords/inter-regional-disparities","display_name":"inter-regional disparities","score":0.8080000281333923},{"id":"https://openalex.org/keywords/efficiency-evaluation","display_name":"efficiency measurement","score":0.36800000071525574}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.9206405282020569},{"id":"https://openalex.org/C2781121862","wikidata":"https://www.wikidata.org/wiki/Q256","display_name":"Turkish","level":2,"score":0.8022587299346924},{"id":"https://openalex.org/C17648541","wikidata":"https://www.wikidata.org/wiki/Q2265984","display_name":"Efficiency","level":3,"score":0.5221633911132812},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4987967014312744},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.41985446214675903},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3833700716495514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3209956884384155},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/09537325.2019.1613521","doi":"https://doi.org/10.1080/09537325.2019.1613521","is_oa":false,"landing_page_url":"https://doi.org/10.1080/09537325.2019.1613521","pdf_url":null,"source":{"id":"https://openalex.org/S130699561","display_name":"Technology Analysis and Strategic Management","issn_l":"0953-7325","issn":["0953-7325","1465-3990"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-70","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":"Technology Analysis &amp; Strategic Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":1.0}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1562308444","https://openalex.org/W1564979959","https://openalex.org/W1590649661","https://openalex.org/W1975078978","https://openalex.org/W1985170426","https://openalex.org/W1986381503","https://openalex.org/W1988873408","https://openalex.org/W1996499189","https://openalex.org/W2010268170","https://openalex.org/W2020120753","https://openalex.org/W2024156854","https://openalex.org/W2026124836","https://openalex.org/W2026914506","https://openalex.org/W2040856148","https://openalex.org/W2060068645","https://openalex.org/W2061710776","https://openalex.org/W2065952982","https://openalex.org/W2067070243","https://openalex.org/W2069753056","https://openalex.org/W2075560995","https://openalex.org/W2076452041","https://openalex.org/W2078233712","https://openalex.org/W2078273207","https://openalex.org/W2079702491","https://openalex.org/W2081752499","https://openalex.org/W2104866240","https://openalex.org/W2123954937","https://openalex.org/W2129763896","https://openalex.org/W2146737716","https://openalex.org/W2162180338","https://openalex.org/W2171806984","https://openalex.org/W2173512322","https://openalex.org/W2287881328","https://openalex.org/W2345412901","https://openalex.org/W2473552160","https://openalex.org/W2569364675","https://openalex.org/W2593747499","https://openalex.org/W2606633025","https://openalex.org/W2762717542","https://openalex.org/W2785596897","https://openalex.org/W2803619188","https://openalex.org/W2884601217","https://openalex.org/W3161759735","https://openalex.org/W4234339086"],"related_works":["https://openalex.org/W2271419459","https://openalex.org/W2263475025","https://openalex.org/W1972526407","https://openalex.org/W2809667678","https://openalex.org/W7126207620","https://openalex.org/W2775037770","https://openalex.org/W7015121726","https://openalex.org/W2029921016","https://openalex.org/W1528471392","https://openalex.org/W2596539560"],"abstract_inverted_index":{"R&D":[0,21,79,102],"and":[1,39,104],"innovation":[2],"policies":[3,112],"in":[4,58,113],"regional":[5,78],"level":[6],"have":[7],"a":[8],"power":[9],"of":[10,15,23,50,100],"lowering":[11],"the":[12,47,51,53,62,73,90,98,101,105],"negative":[13],"effects":[14],"inter-regional":[16],"differences.":[17],"In":[18,46],"this":[19],"study,":[20,52],"efficiencies":[22],"Turkish":[24,44],"regions":[25,93,106],"are":[26,56,94],"analysed":[27],"using":[28,36,81],"Data":[29],"Envelopment":[30],"Analysis.":[31],"The":[32],"analysis":[33,68],"is":[34,69],"conducted":[35,70],"two":[37,40],"inputs":[38],"outputs":[41],"considering":[42],"12":[43],"regions.":[45],"first":[48],"stage":[49],"efficiency":[54,80],"scores":[55],"calculated":[57],"yearly":[59],"base":[60],"for":[61],"2012\u20132016":[63],"period.":[64],"After":[65],"that":[66],"sensitivity":[67],"to":[71,86,89],"determine":[72],"most":[74],"effective":[75],"variables":[76],"on":[77],"average":[82],"values":[83],"from":[84],"2012":[85],"2016.":[87],"According":[88],"results,":[91],"considered":[92],"not":[95],"good":[96],"at":[97],"commercialisation":[99],"results":[103],"must":[107],"be":[108],"enhanced":[109],"by":[110],"some":[111],"commercialisation.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-05-09T00:00:00"}
