{"id":"https://openalex.org/W3213549988","doi":"https://doi.org/10.1080/00207543.2021.1995793","title":"Robust optimization model for medical staff rebalancing problem with data contamination during COVID-19 pandemic","display_name":"Robust optimization model for medical staff rebalancing problem with data contamination during COVID-19 pandemic","publication_year":2021,"publication_date":"2021-11-13","ids":{"openalex":"https://openalex.org/W3213549988","doi":"https://doi.org/10.1080/00207543.2021.1995793","mag":"3213549988"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2021.1995793","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1995793","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5071013480","display_name":"Xuehong Gao","orcid":"https://orcid.org/0000-0002-3840-0275"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuehong Gao","raw_affiliation_strings":["Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101458859","display_name":"Guozhong Huang","orcid":"https://orcid.org/0000-0002-0012-368X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhong Huang","raw_affiliation_strings":["Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016753937","display_name":"Qiuhong Zhao","orcid":"https://orcid.org/0000-0003-3449-8954"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiuhong Zhao","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijing, People\u2019s Republic of China","School of Economics and Management, Beihang University, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080893310","display_name":"Cejun Cao","orcid":"https://orcid.org/0000-0002-8888-0035"},"institutions":[{"id":"https://openalex.org/I145581781","display_name":"Chongqing Technology and Business University","ror":"https://ror.org/05hqf1284","country_code":"CN","type":"education","lineage":["https://openalex.org/I145581781"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cejun Cao","raw_affiliation_strings":["School of Management Science and Engineering, Chongqing Technology and Business University, Chongqing, People\u2019s Republic of China","School of Management Science and Engineering, Chongqing Technology and Business University, Chongqing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Chongqing Technology and Business University, Chongqing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I145581781"]},{"raw_affiliation_string":"School of Management Science and Engineering, Chongqing Technology and Business University, Chongqing, People's Republic of China","institution_ids":["https://openalex.org/I145581781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101473034","display_name":"Huiling Jiang","orcid":"https://orcid.org/0000-0002-9757-8583"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiling Jiang","raw_affiliation_strings":["Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People\u2019s Republic of China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"Research Institute of Macro-Safety Science, School of Civil and Resource Engineering, University of Science and Technology Beijing, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016753937"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":2.8708,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90889805,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"60","issue":"5","first_page":"1737","last_page":"1766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11413","display_name":"Risk and Portfolio Optimization","score":0.9969000220298767,"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/T11413","display_name":"Risk and Portfolio Optimization","score":0.9969000220298767,"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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9789999723434448,"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/robust-optimization","display_name":"Robust optimization","score":0.6939355731010437},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.6311370730400085},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.6217304468154907},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5845011472702026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5476160049438477},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5459631085395813},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4388817250728607},{"id":"https://openalex.org/keywords/contamination","display_name":"Contamination","score":0.43336382508277893},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.42118722200393677},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4177798926830292},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35665562748908997},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.30063772201538086},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2871708869934082},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23839259147644043},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2338423728942871},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20287483930587769},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1329406201839447}],"concepts":[{"id":"https://openalex.org/C193254401","wikidata":"https://www.wikidata.org/wiki/Q2160088","display_name":"Robust optimization","level":2,"score":0.6939355731010437},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6311370730400085},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.6217304468154907},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5845011472702026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5476160049438477},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5459631085395813},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.4388817250728607},{"id":"https://openalex.org/C112570922","wikidata":"https://www.wikidata.org/wiki/Q60528603","display_name":"Contamination","level":2,"score":0.43336382508277893},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.42118722200393677},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4177798926830292},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35665562748908997},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.30063772201538086},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2871708869934082},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23839259147644043},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2338423728942871},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20287483930587769},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1329406201839447},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2021.1995793","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2021.1995793","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:60:y:2022:i:5:p:1737-1766","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2021.1995793","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,"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":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G7776749229","display_name":null,"funder_award_id":"72021001,72104020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W286259892","https://openalex.org/W798021849","https://openalex.org/W1240209402","https://openalex.org/W1484750607","https://openalex.org/W1573688152","https://openalex.org/W1690448612","https://openalex.org/W1850626047","https://openalex.org/W1971321667","https://openalex.org/W1978466096","https://openalex.org/W1988497925","https://openalex.org/W2031058459","https://openalex.org/W2036798224","https://openalex.org/W2055792971","https://openalex.org/W2080468421","https://openalex.org/W2090682885","https://openalex.org/W2103491696","https://openalex.org/W2118578357","https://openalex.org/W2181152777","https://openalex.org/W2195920772","https://openalex.org/W2310632775","https://openalex.org/W2338509365","https://openalex.org/W2473526392","https://openalex.org/W2517715553","https://openalex.org/W2534417664","https://openalex.org/W2600147730","https://openalex.org/W2755204453","https://openalex.org/W2755912278","https://openalex.org/W2770593055","https://openalex.org/W2775309288","https://openalex.org/W2779916888","https://openalex.org/W2804970698","https://openalex.org/W2805138357","https://openalex.org/W2808021395","https://openalex.org/W2884550066","https://openalex.org/W2886608782","https://openalex.org/W2891675231","https://openalex.org/W2895956657","https://openalex.org/W2910303715","https://openalex.org/W2913553853","https://openalex.org/W2920891161","https://openalex.org/W2944766321","https://openalex.org/W2946719591","https://openalex.org/W2959600931","https://openalex.org/W2968514095","https://openalex.org/W3010466793","https://openalex.org/W3033617448","https://openalex.org/W3080821713","https://openalex.org/W3086719243","https://openalex.org/W3117652205","https://openalex.org/W3153869926","https://openalex.org/W3161967762"],"related_works":["https://openalex.org/W4246525302","https://openalex.org/W2355749553","https://openalex.org/W2327028314","https://openalex.org/W281735054","https://openalex.org/W2565462584","https://openalex.org/W2056851638","https://openalex.org/W1999382712","https://openalex.org/W2070278412","https://openalex.org/W1502203608","https://openalex.org/W4249711192"],"abstract_inverted_index":{"After":[0],"the":[1,4,7,26,34,39,44,57,87,103,112,115,119,127,135,145,154,159,176,187,192],"outbreak":[2],"of":[3,11,114,161,197],"COVID-19":[5],"pandemic,":[6],"naturally":[8],"dissimilar":[9],"prevalence":[10],"infection":[12],"resulted":[13],"in":[14],"a":[15,30,64,140],"growing":[16],"imbalance":[17],"between":[18],"supply":[19],"and":[20,74,95,138,164,168,173,179,195],"demand":[21],"for":[22,76],"medical":[23,27,88,129,180],"staff.":[24],"Rebalancing":[25],"staff":[28,89,130,181],"seems":[29],"pressing":[31],"task":[32],"following":[33],"uncertain":[35,77],"environment.":[36],"However,":[37],"once":[38],"collected":[40],"data":[41,93,162],"are":[42,123,184],"contaminated,":[43],"optimal":[45],"solution":[46],"obtained":[47],"through":[48],"traditional":[49],"methods":[50,156],"may":[51],"be":[52],"located":[53],"far":[54],"away":[55],"from":[56,144,171,186],"true":[58],"one.":[59],"In":[60],"this":[61,83,198],"sense,":[62],"finding":[63],"robust":[65,98,117],"optimization":[66,99],"method":[67],"that":[68,153],"is":[69,80,147],"less":[70],"sensitive":[71],"to":[72,101,111,125],"outliers":[73],"accounts":[75],"future":[78],"events":[79],"warranted.":[81],"Consequently,":[82],"study":[84,143,150],"deeply":[85],"investigates":[86],"rebalancing":[90,131,182],"problem":[91],"with":[92],"contamination":[94],"proposes":[96],"two":[97],"models":[100,137],"cure":[102],"detrimental":[104],"consequences":[105],"caused":[106],"by":[107],"contaminated":[108],"data.":[109],"Due":[110],"nonlinearity":[113],"proposed":[116,136,155],"models,":[118],"corresponding":[120],"linearisation":[121],"approaches":[122],"developed":[124],"determine":[126],"unique":[128],"scheme.":[132],"To":[133],"validate":[134],"methods,":[139],"real":[141],"case":[142,188],"U.S.":[146],"implemented.":[148],"Finally,":[149],"results":[151],"indicate":[152],"can":[157],"overcome":[158],"effects":[160],"contamination,":[163],"deep":[165],"managerial":[166],"implications":[167],"actionable":[169],"insights":[170],"theory":[172],"practice":[174],"regarding":[175],"cooperation":[177],"mechanism":[178],"strategies":[183],"drawn":[185],"study,":[189],"which":[190],"provides":[191],"main":[193],"needs":[194],"benefits":[196],"study.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
