{"id":"https://openalex.org/W4308937160","doi":"https://doi.org/10.3233/jcm-226550","title":"Operating efficiency of the innovation ecosystem of college students\u2019 start-ups based on three-stage DEA model","display_name":"Operating efficiency of the innovation ecosystem of college students\u2019 start-ups based on three-stage DEA model","publication_year":2022,"publication_date":"2022-11-11","ids":{"openalex":"https://openalex.org/W4308937160","doi":"https://doi.org/10.3233/jcm-226550"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-226550","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-226550","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5100371004","display_name":"Hong Wang","orcid":"https://orcid.org/0000-0003-4572-8209"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong Wang","raw_affiliation_strings":["Liaoning Provincial Employment and Talent Service Center, Shenyang, Liaoning 110032, China","School of Management, Shenyang University of Technology, Shenyang, Liaoning 110870, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning Provincial Employment and Talent Service Center, Shenyang, Liaoning 110032, China","institution_ids":[]},{"raw_affiliation_string":"School of Management, Shenyang University of Technology, Shenyang, Liaoning 110870, China","institution_ids":["https://openalex.org/I157507598"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100371004"],"corresponding_institution_ids":["https://openalex.org/I157507598"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25710381,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"23","issue":"1","first_page":"485","last_page":"498"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10058","display_name":"Entrepreneurship Studies and Influences","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12722","display_name":"Innovation Policy and R&D","score":0.9664999842643738,"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/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9605000019073486,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/per-capita","display_name":"Per capita","score":0.5396897792816162},{"id":"https://openalex.org/keywords/entrepreneurship","display_name":"Entrepreneurship","score":0.4925866723060608},{"id":"https://openalex.org/keywords/variables","display_name":"Variables","score":0.44996094703674316},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.446400910615921},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.44531989097595215},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.3982588052749634},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.35882753133773804},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3498949408531189},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21403726935386658},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2007787525653839},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.17746075987815857},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10508838295936584},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.09390205144882202},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.07470184564590454}],"concepts":[{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.5396897792816162},{"id":"https://openalex.org/C84309077","wikidata":"https://www.wikidata.org/wiki/Q3908516","display_name":"Entrepreneurship","level":2,"score":0.4925866723060608},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.44996094703674316},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.446400910615921},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.44531989097595215},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.3982588052749634},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.35882753133773804},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3498949408531189},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21403726935386658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2007787525653839},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.17746075987815857},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10508838295936584},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.09390205144882202},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.07470184564590454},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-226550","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-226550","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W123313771","https://openalex.org/W1532189092","https://openalex.org/W1579354725","https://openalex.org/W1984944846","https://openalex.org/W1993191964","https://openalex.org/W2005651917","https://openalex.org/W2060457667","https://openalex.org/W2164788777","https://openalex.org/W3008068633","https://openalex.org/W3092122199","https://openalex.org/W4289464512","https://openalex.org/W6605049871","https://openalex.org/W6629423375","https://openalex.org/W6631778744","https://openalex.org/W6684518492","https://openalex.org/W6784059418"],"related_works":["https://openalex.org/W2373897991","https://openalex.org/W1816469701","https://openalex.org/W1971645080","https://openalex.org/W3123408987","https://openalex.org/W2315047336","https://openalex.org/W2129380331","https://openalex.org/W2615002727","https://openalex.org/W3132716659","https://openalex.org/W2324741529","https://openalex.org/W2008890620"],"abstract_inverted_index":{"Taking":[0],"20":[1],"innovation":[2,26,35,44,110],"and":[3,38,56,93,95,125,132],"entrepreneurship":[4],"bases":[5,48],"(college":[6],"students\u2019":[7,30,114],"start-ups)":[8],"in":[9],"Liaoning":[10],"Province":[11],"as":[12,100,128,136],"the":[13,21,25,39,43,52,57,60,66,73,77,83,87,96,101,105,109,129,137],"research":[14],"object,":[15],"an":[16],"evaluation":[17],"indicator":[18],"system":[19],"of":[20,24,28,42,46,68,80,85,108,112],"operating":[22,40,61,106],"efficiency":[23,41,62,107,120],"ecosystem":[27,45,111],"college":[29,113],"start-ups":[31,115],"was":[32],"constructed.":[33],"The":[34],"incubation":[36],"ability":[37],"these":[47],"were":[49,63,116],"evaluated":[50],"using":[51,119],"three-stage":[53],"DEA":[54],"model,":[55],"factors":[58,127],"affecting":[59],"analyzed.":[64],"Then,":[65],"effects":[67],"five":[69,133],"environment":[70,123,134],"variables":[71,124,135],"(including":[72],"per":[74],"capita":[75],"GDP,":[76],"business":[78],"volume":[79],"telecommunications":[81],"service,":[82],"number":[84],"graduates,":[86],"local":[88],"financial":[89],"expenditure":[90],"on":[91,104],"science":[92],"technology,":[94],"Internet":[97],"penetration":[98],"rate,":[99],"explanatory":[102,138],"variables)":[103],"studied":[117],"by":[118],"values":[121],"excluding":[122],"random":[126],"explained":[130],"variables,":[131],"variables.":[139]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
