{"id":"https://openalex.org/W4395029057","doi":"https://doi.org/10.1051/ro/2024089","title":"Advancing group efficiency evaluation in DEA with negative data: an empirical application in the banking industry","display_name":"Advancing group efficiency evaluation in DEA with negative data: an empirical application in the banking industry","publication_year":2024,"publication_date":"2024-04-23","ids":{"openalex":"https://openalex.org/W4395029057","doi":"https://doi.org/10.1051/ro/2024089"},"language":"en","primary_location":{"id":"doi:10.1051/ro/2024089","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2024089","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/forth/ro230675.pdf","source":{"id":"https://openalex.org/S4393919633","display_name":"RAIRO. Operations research","issn_l":"2804-7303","issn":["2804-7303"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.rairo-ro.org/articles/ro/pdf/forth/ro230675.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095842389","display_name":"Leila Kolahdoozi","orcid":"https://orcid.org/0009-0005-9361-9260"},"institutions":[{"id":"https://openalex.org/I204588832","display_name":"Islamic Azad University, Karaj","ror":"https://ror.org/01y4xm534","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I204588832"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Leila Kolahdoozi","raw_affiliation_strings":["Department of Mathematics, Karaj Branch, Islamic Azad University, Karaj, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Karaj Branch, Islamic Azad University, Karaj, Iran","institution_ids":["https://openalex.org/I204588832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050245319","display_name":"Reza Kazemi Matin","orcid":"https://orcid.org/0000-0002-0282-1801"},"institutions":[{"id":"https://openalex.org/I204588832","display_name":"Islamic Azad University, Karaj","ror":"https://ror.org/01y4xm534","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I204588832"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Reza Kazemi Matin","raw_affiliation_strings":["Department of Mathematics, Karaj Branch, Islamic Azad University, Karaj, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Karaj Branch, Islamic Azad University, Karaj, Iran","institution_ids":["https://openalex.org/I204588832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077020572","display_name":"Ghasem Tohidi","orcid":"https://orcid.org/0000-0003-0199-3465"},"institutions":[{"id":"https://openalex.org/I41775361","display_name":"Islamic Azad University Central Tehran Branch","ror":"https://ror.org/03a11m818","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I41775361"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Ghasem Tohidi","raw_affiliation_strings":["Department of Mathematics, Islamic Azad University Central Tehran Branch, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Islamic Azad University Central Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I41775361"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044579454","display_name":"Shabnam Razavyan","orcid":"https://orcid.org/0000-0002-9993-6487"},"institutions":[{"id":"https://openalex.org/I136830121","display_name":"Islamic Azad University South Tehran Branch","ror":"https://ror.org/02xc21a77","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Shabnam Razavyan","raw_affiliation_strings":["Department of Mathematics, Islamic Azad University South Tehran Branch, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Islamic Azad University South Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I136830121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5095842389"],"corresponding_institution_ids":["https://openalex.org/I204588832"],"apc_list":null,"apc_paid":null,"fwci":1.0147,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.76657368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"58","issue":"3","first_page":"2525","last_page":"2541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":1.0,"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":1.0,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.9150000214576721,"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/T11954","display_name":"Energy Efficiency and Management","score":0.910099983215332,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.8294816017150879},{"id":"https://openalex.org/keywords/banking-industry","display_name":"Banking industry","score":0.6168603301048279},{"id":"https://openalex.org/keywords/group","display_name":"Group (periodic table)","score":0.4677237272262573},{"id":"https://openalex.org/keywords/cost-efficiency","display_name":"Cost efficiency","score":0.4632623791694641},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.4565749168395996},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.45402154326438904},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45319685339927673},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4257052540779114},{"id":"https://openalex.org/keywords/productive-efficiency","display_name":"Productive efficiency","score":0.4221239984035492},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.306453675031662},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22324606776237488},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.21304428577423096},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20510923862457275},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.18710455298423767},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1147703230381012},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1127634346485138}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.8294816017150879},{"id":"https://openalex.org/C2986226071","wikidata":"https://www.wikidata.org/wiki/Q22687","display_name":"Banking industry","level":2,"score":0.6168603301048279},{"id":"https://openalex.org/C2781311116","wikidata":"https://www.wikidata.org/wiki/Q83306","display_name":"Group (periodic table)","level":2,"score":0.4677237272262573},{"id":"https://openalex.org/C11644782","wikidata":"https://www.wikidata.org/wiki/Q15401790","display_name":"Cost efficiency","level":2,"score":0.4632623791694641},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.4565749168395996},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.45402154326438904},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45319685339927673},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4257052540779114},{"id":"https://openalex.org/C92145119","wikidata":"https://www.wikidata.org/wiki/Q7247859","display_name":"Productive efficiency","level":3,"score":0.4221239984035492},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.306453675031662},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22324606776237488},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.21304428577423096},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20510923862457275},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.18710455298423767},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1147703230381012},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1127634346485138},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1051/ro/2024089","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2024089","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/forth/ro230675.pdf","source":{"id":"https://openalex.org/S4393919633","display_name":"RAIRO. Operations research","issn_l":"2804-7303","issn":["2804-7303"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},{"id":"pmh:oai:edpsciences.org:dkey/10.1051/ro/2024089","is_oa":false,"landing_page_url":"https://www.rairo-ro.org/10.1051/ro/2024089/pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400744","display_name":"Springer Link (Chiba Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I8488066","host_organization_name":"Chiba Institute of Technology","host_organization_lineage":["https://openalex.org/I8488066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1051/ro/2024089","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1051/ro/2024089","is_oa":true,"landing_page_url":"https://doi.org/10.1051/ro/2024089","pdf_url":"https://www.rairo-ro.org/articles/ro/pdf/forth/ro230675.pdf","source":{"id":"https://openalex.org/S4393919633","display_name":"RAIRO. Operations research","issn_l":"2804-7303","issn":["2804-7303"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"RAIRO - Operations Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395029057.pdf","grobid_xml":"https://content.openalex.org/works/W4395029057.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W9873902","https://openalex.org/W117860167","https://openalex.org/W1016406112","https://openalex.org/W1480848830","https://openalex.org/W1987736562","https://openalex.org/W2002927225","https://openalex.org/W2007539839","https://openalex.org/W2008088727","https://openalex.org/W2016954961","https://openalex.org/W2041122661","https://openalex.org/W2048804039","https://openalex.org/W2062913551","https://openalex.org/W2064267606","https://openalex.org/W2073381031","https://openalex.org/W2076252304","https://openalex.org/W2076452041","https://openalex.org/W2088756387","https://openalex.org/W2100186521","https://openalex.org/W2106606536","https://openalex.org/W2113905824","https://openalex.org/W2127240224","https://openalex.org/W2129763896","https://openalex.org/W2132870677","https://openalex.org/W2136211845","https://openalex.org/W2142208547","https://openalex.org/W2162180338","https://openalex.org/W2260679539","https://openalex.org/W2301110190","https://openalex.org/W2472824290","https://openalex.org/W2506753585","https://openalex.org/W2581029168","https://openalex.org/W2748442202","https://openalex.org/W2771642021","https://openalex.org/W2784153650","https://openalex.org/W2809716608","https://openalex.org/W2889219521","https://openalex.org/W2944080501","https://openalex.org/W2967609174","https://openalex.org/W2977593058","https://openalex.org/W2999028384","https://openalex.org/W3004776866","https://openalex.org/W3119801917","https://openalex.org/W3165152080","https://openalex.org/W4226220507","https://openalex.org/W4281664403","https://openalex.org/W4392059314"],"related_works":["https://openalex.org/W4285325681","https://openalex.org/W2150195848","https://openalex.org/W163926273","https://openalex.org/W51634566","https://openalex.org/W263736732","https://openalex.org/W2595720217","https://openalex.org/W3202090851","https://openalex.org/W3123181408","https://openalex.org/W2142694635","https://openalex.org/W2044425047"],"abstract_inverted_index":{"Data":[0],"Envelopment":[1],"Analysis":[2],"(DEA)":[3],"plays":[4],"a":[5,77],"pivotal":[6],"role":[7],"in":[8,111,139,143],"assessing":[9],"production":[10],"unit":[11],"efficiency.":[12,68],"This":[13,125],"study":[14,88],"extends":[15],"group":[16,67,85,112],"efficiency":[17,42,82,94,113,141],"assessment":[18,114],"within":[19,50,102,133],"the":[20,25,59,64,91,103,119,122,134],"banking":[21,135,144],"sector":[22],"by":[23],"utilizing":[24],"Modified":[26],"Semi-Oriented":[27],"Radial":[28],"Measure":[29],"(MSORM)":[30],"model,":[31],"specifically":[32],"designed":[33],"to":[34],"handle":[35],"negative":[36,72],"data.":[37],"It":[38],"introduces":[39],"two":[40],"distinct":[41],"definitions":[43,95],"and":[44,99,137],"develops":[45],"models":[46],"for":[47],"their":[48],"evaluation":[49,79,123],"these":[51],"groups.":[52],"Focusing":[53],"on":[54,97],"banks":[55],"as":[56],"decision-making":[57],"units,":[58],"MSORM":[60,104],"model":[61],"delves":[62],"into":[63,130],"intricacies":[65],"of":[66,80,93,121],"By":[69],"effectively":[70],"addressing":[71],"data":[73],"complexities,":[74],"it":[75],"enables":[76],"comprehensive":[78],"bank":[81],"across":[83],"various":[84],"frameworks.":[86],"The":[87],"further":[89],"examines":[90],"efficacy":[92],"based":[96],"average":[98],"weakest":[100],"performances":[101],"framework.":[105],"Empirical":[106],"findings":[107],"reveal":[108],"significant":[109],"variations":[110,132],"under":[115],"different":[116],"paradigms,":[117],"highlighting":[118],"impact":[120],"approach.":[124],"research":[126],"contributes":[127],"valuable":[128],"insights":[129],"performance":[131],"industry":[136],"aids":[138],"enhancing":[140],"evaluations":[142],"systems.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2025-10-10T00:00:00"}