{"id":"https://openalex.org/W3154140726","doi":"https://doi.org/10.3390/axioms10020061","title":"Identification of the Critical Factors for Global Supply Chain Management under the COVID-19 Outbreak via a Fusion Intelligent Decision Support System","display_name":"Identification of the Critical Factors for Global Supply Chain Management under the COVID-19 Outbreak via a Fusion Intelligent Decision Support System","publication_year":2021,"publication_date":"2021-04-16","ids":{"openalex":"https://openalex.org/W3154140726","doi":"https://doi.org/10.3390/axioms10020061","mag":"3154140726"},"language":"en","primary_location":{"id":"doi:10.3390/axioms10020061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms10020061","pdf_url":"https://www.mdpi.com/2075-1680/10/2/61/pdf?version=1618551953","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/10/2/61/pdf?version=1618551953","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076920938","display_name":"Kuang-Hua Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I4400600959","display_name":"Nanfang College Guangzhou","ror":"https://ror.org/04vrxqg89","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kuang-Hua Hu","raw_affiliation_strings":["Finance and Accounting Research Center, School of Accounting, Nanfang College, Guangzhou 510970, China"],"affiliations":[{"raw_affiliation_string":"Finance and Accounting Research Center, School of Accounting, Nanfang College, Guangzhou 510970, China","institution_ids":["https://openalex.org/I4210103346","https://openalex.org/I4400600959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007699204","display_name":"Fu-Hsiang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Fu-Hsiang Chen","raw_affiliation_strings":["Department of Accounting, Chinese Culture University, Taipei 111, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Accounting, Chinese Culture University, Taipei 111, Taiwan","institution_ids":["https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102891996","display_name":"Ming-Fu Hsu","orcid":"https://orcid.org/0000-0003-4843-5313"},"institutions":[{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Fu Hsu","raw_affiliation_strings":["English Program of Global Business, Chinese Culture University, Taipei 111, Taiwan"],"affiliations":[{"raw_affiliation_string":"English Program of Global Business, Chinese Culture University, Taipei 111, Taiwan","institution_ids":["https://openalex.org/I205612303"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001713731","display_name":"Shuyi Yao","orcid":"https://orcid.org/0009-0004-0932-8165"},"institutions":[{"id":"https://openalex.org/I4210103346","display_name":"Nanfang Hospital","ror":"https://ror.org/01eq10738","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210103346"]},{"id":"https://openalex.org/I4400600959","display_name":"Nanfang College Guangzhou","ror":"https://ror.org/04vrxqg89","country_code":null,"type":"education","lineage":["https://openalex.org/I4400600959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyi Yao","raw_affiliation_strings":["Finance and Accounting Research Center, School of Accounting, Nanfang College, Guangzhou 510970, China"],"affiliations":[{"raw_affiliation_string":"Finance and Accounting Research Center, School of Accounting, Nanfang College, Guangzhou 510970, China","institution_ids":["https://openalex.org/I4210103346","https://openalex.org/I4400600959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064248421","display_name":"Ming-Chin Hung","orcid":"https://orcid.org/0000-0002-5830-1952"},"institutions":[{"id":"https://openalex.org/I185940356","display_name":"Soochow University","ror":"https://ror.org/05kvm7n82","country_code":"TW","type":"education","lineage":["https://openalex.org/I185940356"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Chin Hung","raw_affiliation_strings":["Department of Financial Engineering and Actuarial Mathematics, Soochow University, Taipei 111, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Financial Engineering and Actuarial Mathematics, Soochow University, Taipei 111, Taiwan","institution_ids":["https://openalex.org/I185940356"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007699204"],"corresponding_institution_ids":["https://openalex.org/I205612303"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.5142,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.85996897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"61","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10539","display_name":"Sustainable Supply Chain Management","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/T10164","display_name":"Quality and Supply Management","score":0.9722999930381775,"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/supply-chain-management","display_name":"Supply chain management","score":0.675337553024292},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6575259566307068},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.5951327681541443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5621806979179382},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5525769591331482},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5085605382919312},{"id":"https://openalex.org/keywords/data-envelopment-analysis","display_name":"Data envelopment analysis","score":0.486870676279068},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4546405076980591},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4413355588912964},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.39250147342681885},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3757151961326599},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3583030700683594},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.21673759818077087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16787320375442505},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.152155339717865},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11986824870109558}],"concepts":[{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.675337553024292},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6575259566307068},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.5951327681541443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5621806979179382},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5525769591331482},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5085605382919312},{"id":"https://openalex.org/C22088475","wikidata":"https://www.wikidata.org/wiki/Q647974","display_name":"Data envelopment analysis","level":2,"score":0.486870676279068},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4546405076980591},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4413355588912964},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.39250147342681885},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3757151961326599},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3583030700683594},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21673759818077087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16787320375442505},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.152155339717865},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11986824870109558},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/axioms10020061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms10020061","pdf_url":"https://www.mdpi.com/2075-1680/10/2/61/pdf?version=1618551953","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:d356e2949fb249a9ae047d9902d55d3d","is_oa":true,"landing_page_url":"https://doaj.org/article/d356e2949fb249a9ae047d9902d55d3d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms, Vol 10, Iss 2, p 61 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2075-1680/10/2/61/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/axioms10020061","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms; Volume 10; Issue 2; Pages: 61","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/axioms10020061","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms10020061","pdf_url":"https://www.mdpi.com/2075-1680/10/2/61/pdf?version=1618551953","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4359945758","display_name":null,"funder_award_id":"108-2410-H-034 -050 -MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G4364262531","display_name":null,"funder_award_id":"108-2410-H-034 -056 -MY2","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3154140726.pdf","grobid_xml":"https://content.openalex.org/works/W3154140726.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W577266766","https://openalex.org/W1559875088","https://openalex.org/W1660626617","https://openalex.org/W1974333045","https://openalex.org/W1989145840","https://openalex.org/W2000565124","https://openalex.org/W2041926184","https://openalex.org/W2042666463","https://openalex.org/W2049004543","https://openalex.org/W2061980134","https://openalex.org/W2070558280","https://openalex.org/W2075689907","https://openalex.org/W2086348096","https://openalex.org/W2086349048","https://openalex.org/W2098007102","https://openalex.org/W2101892935","https://openalex.org/W2102312230","https://openalex.org/W2133723809","https://openalex.org/W2139814295","https://openalex.org/W2165035706","https://openalex.org/W2185550989","https://openalex.org/W2194229506","https://openalex.org/W2336137315","https://openalex.org/W2344081703","https://openalex.org/W2384687518","https://openalex.org/W2530861733","https://openalex.org/W2589145968","https://openalex.org/W2594635676","https://openalex.org/W2613166555","https://openalex.org/W2626296019","https://openalex.org/W2690849281","https://openalex.org/W2712402526","https://openalex.org/W2739820800","https://openalex.org/W2767714144","https://openalex.org/W2770860928","https://openalex.org/W2774258423","https://openalex.org/W2782371983","https://openalex.org/W2789648018","https://openalex.org/W2811358203","https://openalex.org/W2883897489","https://openalex.org/W2885088554","https://openalex.org/W2885634918","https://openalex.org/W2895247289","https://openalex.org/W2898336121","https://openalex.org/W2905100390","https://openalex.org/W2907048703","https://openalex.org/W2907351452","https://openalex.org/W2909850688","https://openalex.org/W2912710789","https://openalex.org/W2918950390","https://openalex.org/W2927511117","https://openalex.org/W2936722195","https://openalex.org/W2944825759","https://openalex.org/W2945638286","https://openalex.org/W2949252314","https://openalex.org/W2949571736","https://openalex.org/W2950586733","https://openalex.org/W2981059307","https://openalex.org/W2998902020","https://openalex.org/W3007226770","https://openalex.org/W3010093959","https://openalex.org/W3010997998","https://openalex.org/W3013474995","https://openalex.org/W3015960835","https://openalex.org/W3022495714","https://openalex.org/W3037911243","https://openalex.org/W3041446326","https://openalex.org/W3056677940","https://openalex.org/W3081005893","https://openalex.org/W3081466465","https://openalex.org/W3083932427","https://openalex.org/W3083997712","https://openalex.org/W3088651554","https://openalex.org/W3104820786","https://openalex.org/W3121693005","https://openalex.org/W3123717328","https://openalex.org/W3123815996","https://openalex.org/W3126941115","https://openalex.org/W3130769049","https://openalex.org/W3130796965","https://openalex.org/W3131778399","https://openalex.org/W3136338432","https://openalex.org/W3196575828","https://openalex.org/W6661183732","https://openalex.org/W6739873459","https://openalex.org/W6740067007","https://openalex.org/W6742104032","https://openalex.org/W6758282069","https://openalex.org/W6764140717","https://openalex.org/W6775015588","https://openalex.org/W6790440843","https://openalex.org/W6790443814"],"related_works":["https://openalex.org/W2801360836","https://openalex.org/W2120745168","https://openalex.org/W2804188782","https://openalex.org/W2736559621","https://openalex.org/W2352291457","https://openalex.org/W2360317231","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W388184414","https://openalex.org/W2026811664"],"abstract_inverted_index":{"Under":[0],"the":[1,17,46,57,105,108,119,124],"ravages":[2],"of":[3,60,107],"COVID-19,":[4],"global":[5,50,138],"supply":[6,29,136],"chains":[7],"have":[8],"encountered":[9],"unprecedented":[10],"disruptions.":[11],"Past":[12],"experiences":[13],"cannot":[14],"fully":[15],"explain":[16],"situations":[18],"nor":[19],"provide":[20],"any":[21],"suitable":[22],"responses":[23],"to":[24,103,164],"these":[25],"fatal":[26],"shocks":[27],"on":[28,118],"chain":[30],"management":[31,62,130,139],"(SCM),":[32],"especially":[33],"in":[34,111,126,149,162,166],"todays\u2019":[35],"highly":[36],"intertwined/globalized":[37],"business":[38,169],"environment.":[39,170],"This":[40,151],"research":[41],"thus":[42],"revisits":[43],"and":[44,56,101,114,131,142,144],"rechecks":[45],"crucial":[47],"components":[48],"for":[49,147],"SCM":[51],"during":[52],"such":[53,61],"special":[54],"periods,":[55],"basic":[58],"essence":[59],"covers":[63],"numerous":[64],"perspectives":[65],"that":[66,91],"can":[67,85],"be":[68],"categorized":[69],"into":[70],"a":[71,87,112,159],"multiple":[72],"criteria":[73],"decision":[74],"making":[75],"(MCDM)":[76],"approach.":[77],"To":[78],"handle":[79],"this":[80,167],"complex":[81],"issue":[82],"appropriately,":[83],"one":[84],"introduce":[86],"fusion":[88],"intelligent":[89],"system":[90],"involves":[92],"data":[93],"envelopment":[94],"analysis":[95],"(DEA),":[96],"rough":[97],"set":[98],"theory":[99],"(RST),":[100],"MCDM":[102],"understand":[104],"reality":[106],"analyzed":[109],"problem":[110],"faster":[113],"better":[115],"manner.":[116],"Based":[117],"empirical":[120],"results,":[121],"we":[122],"rank":[123],"priorities":[125],"order":[127,163],"as":[128],"cash":[129],"information":[132],"(D),":[133],"raw":[134],"material":[135],"(B),":[137],"strategy":[140,161],"(C),":[141],"productivity":[143],"logistics":[145],"(A)":[146],"improvement":[148],"SCM.":[150],"finding":[152],"is":[153],"confirmed":[154],"by":[155],"companies":[156],"now":[157],"undergoing":[158],"downsizing":[160],"survive":[165],"harsh":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2021-04-26T00:00:00"}