{"id":"https://openalex.org/W4412733612","doi":"https://doi.org/10.1108/gs-08-2024-0094","title":"Application of DEA model and Grey system theory to analyze and forecast business performance of logistics enterprises in Vietnam","display_name":"Application of DEA model and Grey system theory to analyze and forecast business performance of logistics enterprises in Vietnam","publication_year":2025,"publication_date":"2025-07-29","ids":{"openalex":"https://openalex.org/W4412733612","doi":"https://doi.org/10.1108/gs-08-2024-0094"},"language":"en","primary_location":{"id":"doi:10.1108/gs-08-2024-0094","is_oa":false,"landing_page_url":"https://doi.org/10.1108/gs-08-2024-0094","pdf_url":null,"source":{"id":"https://openalex.org/S4210188239","display_name":"Grey Systems Theory and Application","issn_l":"2043-9377","issn":["2043-9377","2043-9385"],"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":"Grey Systems: Theory and Application","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/A5015938597","display_name":"Nhu-Ty Nguyen","orcid":"https://orcid.org/0000-0003-3679-8846"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nhu Ty Nguyen","raw_affiliation_strings":["International University - Vietnam National University , ,"],"raw_orcid":"https://orcid.org/0000-0003-3679-8846","affiliations":[{"raw_affiliation_string":"International University - Vietnam National University , ,","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I177233841"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101499271","display_name":"Duc-Chinh Nguyen","orcid":"https://orcid.org/0009-0005-3501-7018"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Doan Khanh Trung Nguyen","raw_affiliation_strings":["International University - Vietnam National University , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International University - Vietnam National University , ,","institution_ids":["https://openalex.org/I123565023","https://openalex.org/I177233841"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071229142","display_name":"Thanh Tuyen Tran","orcid":"https://orcid.org/0000-0002-8903-683X"},"institutions":[{"id":"https://openalex.org/I3020192730","display_name":"Tr\u01b0\u1eddng \u0110H Nguy\u1ec5n T\u1ea5t Th\u00e0nh","ror":"https://ror.org/04r9s1v23","country_code":"VN","type":"education","lineage":["https://openalex.org/I3020192730"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Tuyen Tran","raw_affiliation_strings":["Nguyen Tat Thanh University , ,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nguyen Tat Thanh University , ,","institution_ids":["https://openalex.org/I3020192730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0843,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91816626,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"15","issue":"4","first_page":"709","last_page":"731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9909999966621399,"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/T12368","display_name":"Grey System Theory Applications","score":0.9909999966621399,"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/T10357","display_name":"Efficiency Analysis Using DEA","score":0.9854000210762024,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9589999914169312,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5400621891021729},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4036203622817993},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36720049381256104},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.33187997341156006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3318023681640625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1777024269104004}],"concepts":[{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5400621891021729},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4036203622817993},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36720049381256104},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.33187997341156006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3318023681640625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1777024269104004}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/gs-08-2024-0094","is_oa":false,"landing_page_url":"https://doi.org/10.1108/gs-08-2024-0094","pdf_url":null,"source":{"id":"https://openalex.org/S4210188239","display_name":"Grey Systems Theory and Application","issn_l":"2043-9377","issn":["2043-9377","2043-9385"],"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":"Grey Systems: Theory and Application","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1521265526","https://openalex.org/W1605955826","https://openalex.org/W2013377700","https://openalex.org/W2026496668","https://openalex.org/W2042403681","https://openalex.org/W2043147463","https://openalex.org/W2076452041","https://openalex.org/W2087911819","https://openalex.org/W2162180338","https://openalex.org/W2883274136","https://openalex.org/W2904859460","https://openalex.org/W3042364164","https://openalex.org/W3085218095","https://openalex.org/W3092627856","https://openalex.org/W3129667174","https://openalex.org/W3170558899","https://openalex.org/W3192538026","https://openalex.org/W4214603564","https://openalex.org/W4220743395","https://openalex.org/W4224251637","https://openalex.org/W4232968179","https://openalex.org/W4307256764","https://openalex.org/W4308867235","https://openalex.org/W4386012848","https://openalex.org/W4386572761","https://openalex.org/W4401547888","https://openalex.org/W4403613629","https://openalex.org/W4404339346","https://openalex.org/W4407338372","https://openalex.org/W4407735171","https://openalex.org/W4407978319","https://openalex.org/W4409026253"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2192670466","https://openalex.org/W3009514698"],"abstract_inverted_index":{"Purpose":[0],"This":[1,28,83,184],"paper":[2],"proposes":[3],"a":[4,36,86,187,213],"combined":[5],"data":[6],"envelopment":[7],"analysis":[8,84],"(DEA)":[9],"model":[10,101,189,211,224],"and":[11,17,33,44,99,176,190,225],"Grey":[12,94,226],"system":[13,95,227],"theory":[14,96,228],"to":[15,50,72,105,115,125,147,154,172,180,207],"evaluate":[16,60],"forecast":[18],"the":[19,23,46,52,56,61,77,93,107,118,122,127,157,166,198,205,208,222],"business":[20,42,62,108,199],"performance":[21,43,63,200],"of":[22,48,55,64,110,201,217,233],"logistics":[24,66,150,202],"industry":[25],"in":[26,68,140,142,156,196],"Vietnam.":[27],"approach":[29],"provides":[30,85],"managers,":[31],"investors":[32],"policymakers":[34],"with":[35,160],"comprehensive":[37,214],"framework":[38,216],"for":[39,88,229],"evaluating":[40,197],"companies\u2019":[41],"highlights":[45],"areas":[47],"improvement":[49],"maximize":[51],"potential":[53],"growth":[54],"industry.":[57],"Design/methodology/approach":[58],"To":[59],"20":[65],"enterprises":[67],"Vietnam":[69],"from":[70,113,121,145,204],"2019":[71,146],"2023,":[73],"this":[74],"study":[75,185],"employs":[76],"DEA-based":[78,123],"Malmquist":[79],"Productivity":[80],"Index":[81],"(MPI).":[82],"basis":[87],"forecasting":[89,128,230],"future":[90,158],"performance.":[91],"Subsequently,":[92],"-":[97],"first-order":[98],"one-variable":[100],"GM(1,1)":[102],"is":[103,152,194],"applied":[104],"project":[106],"results":[109],"these":[111],"companies":[112,162,203],"2024":[114],"2027,":[116],"utilizing":[117],"insights":[119],"gained":[120],"MPI":[124],"inform":[126],"process.":[129],"Findings":[130],"Companies":[131],"have":[132],"not":[133],"fully":[134],"capitalized":[135],"on":[136],"recovery":[137],"opportunities,":[138],"resulting":[139],"fluctuations":[141],"efficiency":[143,164,218],"scores":[144],"2023.":[148],"The":[149,210],"market":[151],"forecasted":[153],"grow":[155],"periods,":[159],"many":[161],"showing":[163],"throughout":[165],"periods.":[167],"However,":[168],"some":[169],"will":[170],"need":[171],"refine":[173],"management":[174],"practices":[175],"implement":[177],"technological":[178],"innovations":[179],"prevent":[181],"stagnation.":[182],"Originality/value":[183],"uses":[186],"hybrid":[188],"shows":[191],"that":[192],"it":[193],"effective":[195],"past":[206],"future.":[209],"emphasizes":[212],"quantitative":[215],"assessment":[219],"by":[220],"applying":[221],"DEA":[223],"under":[231],"conditions":[232],"limited":[234],"data.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
