{"id":"https://openalex.org/W2520032970","doi":"https://doi.org/10.1080/00036846.2016.1229446","title":"Performance assessment for electronic manufacturing service providers using two-stage super-efficiency SBM model","display_name":"Performance assessment for electronic manufacturing service providers using two-stage super-efficiency SBM model","publication_year":2016,"publication_date":"2016-09-13","ids":{"openalex":"https://openalex.org/W2520032970","doi":"https://doi.org/10.1080/00036846.2016.1229446","mag":"2520032970"},"language":"en","primary_location":{"id":"doi:10.1080/00036846.2016.1229446","doi":"https://doi.org/10.1080/00036846.2016.1229446","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00036846.2016.1229446","pdf_url":null,"source":{"id":"https://openalex.org/S201533460","display_name":"Applied Economics","issn_l":"0003-6846","issn":["0003-6846","1466-4283"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-40","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":"Applied Economics","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/A5053552469","display_name":"Chia\u2010Nan Wang","orcid":"https://orcid.org/0000-0002-2374-3830","observed_orcids":["https://orcid.org/0000-0002-2374-3830","https://orcid.org/0000-0001-8585-642X"]},"institutions":[{"id":"https://openalex.org/I141445968","display_name":"Ton Duc Thang University","ror":"https://ror.org/01drq0835","country_code":"VN","type":"education","lineage":["https://openalex.org/I141445968"]},{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394","https://openalex.org/I89178830"]}],"countries":["TW","VN"],"is_corresponding":false,"raw_author_name":"Chia-Nan Wang","raw_affiliation_strings":["National Kaohsiung University of Applied Science, Kaohsiung, Taiwan; Ton Duc Thang University, Ho Chi Minh City, Vietnam","National Kaohsiung University of Applied Science, Kaohsiung, Taiwan","Ton Duc Thang University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Applied Science, Kaohsiung, Taiwan; Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968","https://openalex.org/I89178830"]},{"raw_affiliation_string":"National Kaohsiung University of Applied Science, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I89178830"]},{"raw_affiliation_string":"Ton Duc Thang University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I141445968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071979760","display_name":"Hsien\u2010Pin Hsu","orcid":"https://orcid.org/0000-0001-8874-0836","observed_orcids":["https://orcid.org/0000-0001-8874-0836"]},"institutions":[{"id":"https://openalex.org/I43518871","display_name":"National Kaohsiung Marine University","ror":"https://ror.org/00ca6fy54","country_code":"TW","type":"education","lineage":["https://openalex.org/I43518871","https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Hsien-Pin Hsu","raw_affiliation_strings":["National Kaohsiung Marine University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung Marine University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I43518871"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049701520","display_name":"Yen-Hui Wang","orcid":"https://orcid.org/0000-0002-4721-5688","observed_orcids":["https://orcid.org/0000-0002-4721-5688"]},"institutions":[{"id":"https://openalex.org/I78768145","display_name":"Chihlee Institute of Technology","ror":"https://ror.org/02pcbw160","country_code":"TW","type":"education","lineage":["https://openalex.org/I78768145"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yen-Hui Wang","raw_affiliation_strings":["Chihlee University of Technology, New Taipei City, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chihlee University of Technology, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I78768145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064783658","display_name":"Thi-Thu-Huyen Pham","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I318025780","display_name":"Foxconn (United States)","ror":"https://ror.org/043xc2b47","country_code":"US","type":"company","lineage":["https://openalex.org/I318025780","https://openalex.org/I4210108919"]},{"id":"https://openalex.org/I4210108919","display_name":"Foxconn (Taiwan)","ror":"https://ror.org/01v3aym70","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210108919"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Thi-Thu-Huyen Pham","raw_affiliation_strings":["Foxconn Electronics Inc., Honi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Foxconn Electronics Inc., Honi, Vietnam","institution_ids":["https://openalex.org/I318025780","https://openalex.org/I4210108919"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5071979760"],"corresponding_institution_ids":["https://openalex.org/I43518871"],"apc_list":null,"apc_paid":null,"fwci":1.1212,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.78475192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":"49","issue":"20","first_page":"1963","last_page":"1980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9955999851226807,"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":0.9955999851226807,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.0008999999845400453,"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/T10164","display_name":"Quality and Supply Management","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electronics-manufacturing-services","display_name":"electronics manufacturing services","score":0.8709999918937683},{"id":"https://openalex.org/keywords/super-sbm-model","display_name":"Super-SBM model","score":0.746999979019165},{"id":"https://openalex.org/keywords/relative-efficiency","display_name":"relative efficiency","score":0.5989999771118164},{"id":"https://openalex.org/keywords/profit-efficiency","display_name":"profit efficiency","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.9034966230392456},{"id":"https://openalex.org/C68694590","wikidata":"https://www.wikidata.org/wiki/Q267558","display_name":"Original equipment manufacturer","level":2,"score":0.8115760087966919},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5470423102378845},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5318040251731873},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.5225695371627808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5160829424858093},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.513232946395874},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.43889039754867554},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.43136265873908997},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.40068912506103516},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.34977391362190247},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.34837836027145386},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34450632333755493},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.33722764253616333},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14276596903800964},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.14007839560508728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12651383876800537},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00036846.2016.1229446","doi":"https://doi.org/10.1080/00036846.2016.1229446","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00036846.2016.1229446","pdf_url":null,"source":{"id":"https://openalex.org/S201533460","display_name":"Applied Economics","issn_l":"0003-6846","issn":["0003-6846","1466-4283"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","fnege-3","jufo-1","norway-1","poland-40","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":"Applied Economics","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:applec:v:49:y:2017:i:20:p:1963-1980","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00036846.2016.1229446","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5378999710083008}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1577818368","https://openalex.org/W1976113715","https://openalex.org/W1978994103","https://openalex.org/W1985483571","https://openalex.org/W1987522414","https://openalex.org/W1992263340","https://openalex.org/W1995578964","https://openalex.org/W2010026272","https://openalex.org/W2016874809","https://openalex.org/W2022186362","https://openalex.org/W2041479218","https://openalex.org/W2054644951","https://openalex.org/W2075366035","https://openalex.org/W2075786705","https://openalex.org/W2076452041","https://openalex.org/W2078574040","https://openalex.org/W2090849644","https://openalex.org/W2097173585","https://openalex.org/W2112467893","https://openalex.org/W2125327536","https://openalex.org/W2129763896","https://openalex.org/W2142792080","https://openalex.org/W2162180338","https://openalex.org/W2343863393","https://openalex.org/W2506753585","https://openalex.org/W2548244268","https://openalex.org/W4293247377","https://openalex.org/W4302039983"],"related_works":["https://openalex.org/W2551640235","https://openalex.org/W3026616200","https://openalex.org/W3027650124","https://openalex.org/W4387872448","https://openalex.org/W2621296699","https://openalex.org/W4281806603","https://openalex.org/W3167684498","https://openalex.org/W1973720019","https://openalex.org/W4383312391","https://openalex.org/W1981792670"],"abstract_inverted_index":{"Manufacturing":[0],"Service":[1],"providers":[2],"(EMSs)":[3],"offer":[4],"services":[5],"to":[6,17,30,67,81,96,167],"Original":[7],"Equipment":[8],"Manufacturers":[9],"(OEMs).":[10],"However,":[11],"increasing":[12],"challenges":[13],"require":[14],"an":[15,26,40,104],"EMS":[16,27,163],"be":[18],"more":[19],"capable,":[20],"adaptable":[21],"and":[22,69,87,100,147,165],"responsive.":[23],"For":[24],"survival,":[25],"manager":[28],"has":[29],"understand":[31],"its":[32],"relative":[33,156],"efficiency":[34,126],"in":[35,106,144],"the":[36,71,89,98,116,124,130,142],"industry.":[37],"In":[38,48,122],"addition,":[39,123],"investor":[41],"also":[42,152],"requires":[43],"such":[44],"information":[45,154],"for":[46,103,119],"investments.":[47],"this":[49],"research,":[50],"we":[51],"propose":[52],"a":[53,60,112],"novel":[54],"approach,":[55],"which":[56,161],"combines":[57],"GM(1,1)":[58,77],"with":[59],"two-stage":[61,90],"super-efficiency":[62,91],"slacks-based":[63],"measure":[64,97],"(SBM)":[65],"model,":[66],"forecast":[68,82],"assess":[70],"efficiencies":[72,102,118,157],"of":[73,85,132,158],"18":[74],"EMSs.":[75],"The":[76,109],"was":[78,94],"first":[79],"used":[80,95],"future":[83],"data":[84],"EMSs,":[86,160],"then":[88],"SBM":[92],"model":[93],"marketability":[99,133,148],"profitability":[101,125,146],"EMU":[105],"two":[107,117],"stages.":[108],"results":[110,136,151],"build":[111],"\u2018past-current-future\u2019":[113],"view":[114],"on":[115],"each":[120],"EMS.":[121],"can":[127],"help":[128],"justify":[129],"reasonability":[131],"efficiency.":[134],"Our":[135],"showed":[137],"that":[138],"Hon":[139],"Hai":[140],"tops":[141],"rankings":[143],"both":[145],"efficiencies.":[149],"These":[150],"provided":[153],"about":[155],"these":[159],"helps":[162],"managers":[164],"investors":[166],"make":[168],"better":[169],"decisions.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-09-23T00:00:00"}