{"id":"https://openalex.org/W4309301629","doi":"https://doi.org/10.1108/imds-01-2022-0028","title":"System dynamics modeling and robustness analysis for capital-constrained supply chain under disruption","display_name":"System dynamics modeling and robustness analysis for capital-constrained supply chain under disruption","publication_year":2022,"publication_date":"2022-11-18","ids":{"openalex":"https://openalex.org/W4309301629","doi":"https://doi.org/10.1108/imds-01-2022-0028"},"language":"en","primary_location":{"id":"doi:10.1108/imds-01-2022-0028","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-01-2022-0028","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"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":"Industrial Management &amp; Data Systems","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/A5042030504","display_name":"Xiaoming Zhang","orcid":"https://orcid.org/0000-0002-6536-0854"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoming Zhang","raw_affiliation_strings":["Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-6536-0854","affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058602475","display_name":"Yangyan Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yangyan Shi","raw_affiliation_strings":["Macquarie Business School, Macquarie University, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5551-0652","affiliations":[{"raw_affiliation_string":"Macquarie Business School, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037145258","display_name":"Peng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131342","display_name":"Yibin University","ror":"https://ror.org/03w8m2977","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131342"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Yibin University, Yibin, China"],"raw_orcid":"https://orcid.org/0000-0001-7290-9457","affiliations":[{"raw_affiliation_string":"Yibin University, Yibin, China","institution_ids":["https://openalex.org/I4210131342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112370528","display_name":"Fang Xu","orcid":"https://orcid.org/0000-0001-7045-7776"},"institutions":[{"id":"https://openalex.org/I4210110849","display_name":"Sichuan Tourism University","ror":"https://ror.org/018rwb805","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110849"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Xu","raw_affiliation_strings":["Sichuan Tourism University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sichuan Tourism University, Chengdu, China","institution_ids":["https://openalex.org/I4210110849"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102792803","display_name":"Chaozhe Jiang","orcid":"https://orcid.org/0000-0002-6340-8914"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaozhe Jiang","raw_affiliation_strings":["Southwest Jiaotong University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-6340-8914","affiliations":[{"raw_affiliation_string":"Southwest Jiaotong University, Chengdu, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.749,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87461941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"123","issue":"2","first_page":"492","last_page":"514"},"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9811999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.862760066986084},{"id":"https://openalex.org/keywords/cash-flow","display_name":"Cash flow","score":0.7127988934516907},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6865866184234619},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.511681318283081},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.5097114443778992},{"id":"https://openalex.org/keywords/robust-optimization","display_name":"Robust optimization","score":0.45349204540252686},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4255872964859009},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.4077172577381134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4053443670272827},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.36707040667533875},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.3662956953048706},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3440311849117279},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.23464736342430115},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1777516007423401},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.17006346583366394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1578064262866974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12376564741134644}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.862760066986084},{"id":"https://openalex.org/C163428354","wikidata":"https://www.wikidata.org/wiki/Q1047513","display_name":"Cash flow","level":2,"score":0.7127988934516907},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6865866184234619},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.511681318283081},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5097114443778992},{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.45349204540252686},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4255872964859009},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.4077172577381134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4053443670272827},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.36707040667533875},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3662956953048706},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3440311849117279},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.23464736342430115},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1777516007423401},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.17006346583366394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1578064262866974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12376564741134644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-01-2022-0028","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-01-2022-0028","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"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":"Industrial Management &amp; Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.699999988079071,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1906338477","https://openalex.org/W1994230737","https://openalex.org/W2047344274","https://openalex.org/W2068640282","https://openalex.org/W2086785646","https://openalex.org/W2128506824","https://openalex.org/W2141283470","https://openalex.org/W2160235054","https://openalex.org/W2218772500","https://openalex.org/W2234982026","https://openalex.org/W2284481368","https://openalex.org/W2329166835","https://openalex.org/W2339026732","https://openalex.org/W2561212136","https://openalex.org/W2604917182","https://openalex.org/W2741042728","https://openalex.org/W2793883734","https://openalex.org/W2885251002","https://openalex.org/W2885256100","https://openalex.org/W2895896400","https://openalex.org/W2926538648","https://openalex.org/W2930586522","https://openalex.org/W2951911324","https://openalex.org/W2978843150","https://openalex.org/W3005730547","https://openalex.org/W3006169383","https://openalex.org/W3011058231","https://openalex.org/W3014603008","https://openalex.org/W3015984453","https://openalex.org/W3033639166","https://openalex.org/W3087347130","https://openalex.org/W3123501020","https://openalex.org/W3133395039","https://openalex.org/W3162636125","https://openalex.org/W3197623930","https://openalex.org/W4206662510"],"related_works":["https://openalex.org/W2767550285","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W2535281349","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W1605612507","https://openalex.org/W2131410810","https://openalex.org/W2111657470","https://openalex.org/W4232448209"],"abstract_inverted_index":{"Purpose":[0],"The":[1,95,176],"purpose":[2],"of":[3,29,38,61,79,113,125,197,208],"this":[4],"study":[5,203],"is":[6,140,146,200],"to":[7,22,53,87,188,204],"explore":[8,88,205],"mitigation":[9],"measures":[10],"for":[11,90,150],"cash":[12,105,170],"flow":[13,106,171],"interruption":[14,73,107,172,195],"during":[15,44],"the":[16,24,30,36,45,47,69,76,81,110,114,119,123,128,136,147,151,166,169,179,206,209],"epidemic":[17],"and":[18,27,41,68,108,127,153,158,185,190],"provide":[19],"decision":[20,77,149],"support":[21],"ensure":[23],"regular":[25,111],"operation":[26,112],"robustness":[28,129,207],"supply":[31,180],"chain":[32,181],"(SC).":[33],"Design/methodology/approach":[34],"Considering":[35],"scenarios":[37],"production":[39,138],"capacity":[40,139],"demand":[42],"disruption":[43],"epidemic,":[46,117],"authors":[48,177],"adopt":[49,178],"system":[50,59,212],"dynamics":[51],"(SD)":[52],"construct":[54],"a":[55,62,65,201],"three-echelon":[56],"SC":[57,91,210],"financial":[58,211],"consisting":[60],"core":[63],"manufacturer,":[64],"capital-constrained":[66],"retailer":[67,152],"customer.":[70],"In":[71],"different":[72],"scenarios,":[74],"through":[75],"adjustments":[78],"stakeholders,":[80],"differences":[82],"in":[83],"performance":[84,157],"are":[85,130],"compared":[86],"solutions":[89],"robust":[92],"optimization.":[93],"Findings":[94],"results":[96],"show":[97],"that":[98],"partial":[99],"credit":[100],"guarantee":[101],"(PCG)":[102],"could":[103,154],"solve":[104],"maintain":[109],"SC.":[115,198],"During":[116],"with":[118],"product":[120,144],"price":[121,145],"increases,":[122],"revenue":[124],"stakeholders":[126],"generally":[131],"negatively":[132],"correlated.":[133],"But":[134],"when":[135],"manufacturer's":[137],"fully":[141],"interrupted,":[142],"increasing":[143],"right":[148],"simultaneously":[155],"promote":[156],"robustness.":[159],"Originality/value":[160],"This":[161],"paper":[162],"primarily":[163],"focuses":[164],"on":[165,194],"PCG":[167],"under":[168,213],"caused":[173],"by":[174],"epidemics.":[175],"finance":[182],"(SCF)":[183],"theory":[184],"SD":[186],"method":[187],"supplement":[189],"expand":[191],"existing":[192],"research":[193],"management":[196],"It":[199],"pioneering":[202],"disruptions.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
