{"id":"https://openalex.org/W4295231738","doi":"https://doi.org/10.1108/k-03-2022-0385","title":"Applying an improved three-stage DEA model to evaluate the innovation resource allocation efficiency in industrial enterprises","display_name":"Applying an improved three-stage DEA model to evaluate the innovation resource allocation efficiency in industrial enterprises","publication_year":2022,"publication_date":"2022-09-12","ids":{"openalex":"https://openalex.org/W4295231738","doi":"https://doi.org/10.1108/k-03-2022-0385"},"language":"en","primary_location":{"id":"doi:10.1108/k-03-2022-0385","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2022-0385","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"},"type":"article","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/A5101743461","display_name":"Yongfeng Zhu","orcid":"https://orcid.org/0000-0003-2888-957X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongfeng Zhu","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112862867","display_name":"Zilong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilong Wang","raw_affiliation_strings":["College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Economics and Management, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088828885","display_name":"Yang Jie","orcid":"https://orcid.org/0000-0002-7493-9008"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Yang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101743461"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.8452,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75904393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"52","issue":"12","first_page":"6417","last_page":"6439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9998000264167786,"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":0.9998000264167786,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9782000184059143,"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/T10435","display_name":"Environmental Impact and Sustainability","score":0.906499981880188,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"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":0.7779797315597534},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6718171834945679},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6441949605941772},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5008652210235596},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.48420074582099915},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.47257745265960693},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.45163920521736145},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4492012858390808},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.32112228870391846},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22675353288650513},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1844179630279541},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.14866426587104797},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11214461922645569},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10182434320449829}],"concepts":[{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.7779797315597534},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6718171834945679},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6441949605941772},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5008652210235596},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.48420074582099915},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.47257745265960693},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.45163920521736145},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4492012858390808},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.32112228870391846},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22675353288650513},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1844179630279541},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.14866426587104797},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11214461922645569},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10182434320449829},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/k-03-2022-0385","is_oa":false,"landing_page_url":"https://doi.org/10.1108/k-03-2022-0385","pdf_url":null,"source":{"id":"https://openalex.org/S168682784","display_name":"Kybernetes","issn_l":"0368-492X","issn":["0368-492X","1758-7883"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kybernetes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1020633941","https://openalex.org/W1985170426","https://openalex.org/W1999539287","https://openalex.org/W2003345906","https://openalex.org/W2028190032","https://openalex.org/W2069417453","https://openalex.org/W2075393843","https://openalex.org/W2075560995","https://openalex.org/W2076452041","https://openalex.org/W2094784720","https://openalex.org/W2104866240","https://openalex.org/W2162455264","https://openalex.org/W2811425831","https://openalex.org/W2919083752","https://openalex.org/W2936768413","https://openalex.org/W2947294290","https://openalex.org/W2952860801","https://openalex.org/W2967609174","https://openalex.org/W2971591011","https://openalex.org/W3006058904","https://openalex.org/W3033078483","https://openalex.org/W3047722889","https://openalex.org/W3082255992","https://openalex.org/W3122262478","https://openalex.org/W3150974049","https://openalex.org/W3212732669"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W4378625608","https://openalex.org/W2120745168","https://openalex.org/W2736559621","https://openalex.org/W2352291457","https://openalex.org/W2360317231","https://openalex.org/W2126538897","https://openalex.org/W4300811387","https://openalex.org/W2277194173","https://openalex.org/W2360483549"],"abstract_inverted_index":{"Purpose":[0],"The":[1,110,181],"existing":[2],"three-stage":[3,42,66,82,195,220],"network":[4,43,67,83,196,221],"Data":[5],"Envelopment":[6],"Analysis":[7],"(DEA)":[8],"models":[9],"with":[10,46,138,199],"shared":[11,47,71,200],"input":[12,48,72,201],"are":[13,17],"self-assessment":[14],"model":[15,45,53,69,79,91,198],"that":[16],"prone":[18],"to":[19,34,54],"extreme":[20],"efficiency":[21,29,59,111],"scores":[22],"in":[23,92,102,140,147,170,178,188],"pursuit":[24],"of":[25,40,60,88,97,105,112,129,190,214,217],"decision-making":[26],"units":[27],"(DMUs)":[28],"maximization.":[30],"This":[31],"study":[32],"aims":[33],"solve":[35],"the":[36,41,51,77,81,89,93,118,124,205,212,218],"sorting":[37,215],"failure":[38,216],"problem":[39,213],"DEA":[44,84,197],"and":[49,142,145,157,173],"applies":[50],"proposed":[52,74,90,203],"evaluate":[55],"innovation":[56,94,125],"resource":[57,95,126],"allocation":[58,96,127],"Chinese":[61,130],"industrial":[62,98,131],"enterprises.":[63],"Design/methodology/approach":[64],"A":[65,194],"cross-DEA":[68],"considering":[70],"is":[73,100,121,202],"by":[75],"incorporating":[76],"cross-efficiency":[78],"into":[80],"model.":[85,222],"An":[86],"application":[87],"enterprise":[99],"implemented":[101],"30":[103],"provinces":[104],"China":[106,144,151,167,183],"during":[107],"2015\u20132019.":[108],"Findings":[109],"DMU":[113],"would":[114],"be":[115],"overestimated":[116],"if":[117],"decision-maker":[119],"preference":[120],"overlooked.":[122],"Moreover,":[123],"performance":[128],"enterprises":[132],"had":[133],"a":[134],"different":[135],"spatial":[136],"distribution,":[137],"high":[139],"eastern":[141],"central":[143,182],"low":[146],"western":[148],"China.":[149],"Eastern":[150],"was":[152],"good":[153,162],"at":[154,163],"knowledge":[155,179],"production":[156],"technology":[158,171,191],"development":[159,172],"but":[160,176],"not":[161,177,185],"commercial":[164,174],"transformation.":[165],"Northeast":[166],"performed":[168],"well":[169,187],"conversion":[175],"production.":[180],"did":[184],"perform":[186],"terms":[189],"development.":[192],"Originality/value":[193],"for":[204,211],"first":[206],"time,":[207],"which":[208],"makes":[209],"up":[210],"general":[219]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
