{"id":"https://openalex.org/W4256438597","doi":"https://doi.org/10.1109/wsc.2017.8248011","title":"Simulating triage of patients into an internal medicine department to validate the use of an optimization-based workload score","display_name":"Simulating triage of patients into an internal medicine department to validate the use of an optimization-based workload score","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4256438597","doi":"https://doi.org/10.1109/wsc.2017.8248011"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8248011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248011","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5066816655","display_name":"Joseph Agor","orcid":"https://orcid.org/0000-0002-9380-4256"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Agor","raw_affiliation_strings":["Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028580319","display_name":"Kendall McKenzie","orcid":"https://orcid.org/0000-0002-7856-2500"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kendall McKenzie","raw_affiliation_strings":["Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048011759","display_name":"Mar\u00eda E. Mayorga","orcid":"https://orcid.org/0000-0002-6399-2153"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maria E. Mayorga","raw_affiliation_strings":["Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011081239","display_name":"Osman Y. \u00d6zalt\u0131n","orcid":"https://orcid.org/0000-0002-0093-5645"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Osman Ozaltin","raw_affiliation_strings":["Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004916055","display_name":"Riddhi S. Parikh","orcid":"https://orcid.org/0000-0001-7205-8058"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Riddhi S. Parikh","raw_affiliation_strings":["Department of Medicine, Mayo Clinic, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077182059","display_name":"Jeanne M. Huddleston","orcid":"https://orcid.org/0000-0001-9101-4122"},"institutions":[{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeanne Huddleston","raw_affiliation_strings":["Department of Medicine, Mayo Clinic, Rochester, MN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, Mayo Clinic, Rochester, MN, USA","institution_ids":["https://openalex.org/I4210125099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.8182,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95238095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"88","issue":null,"first_page":"2881","last_page":"2892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11095","display_name":"Emergency and Acute Care Studies","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/3604","display_name":"Emergency Medical Services"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12174","display_name":"Hospital Admissions and Outcomes","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.9317793846130371},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.7103940844535828},{"id":"https://openalex.org/keywords/delphi-method","display_name":"Delphi method","score":0.5225579142570496},{"id":"https://openalex.org/keywords/delphi","display_name":"Delphi","score":0.45005062222480774},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4353613257408142},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.41691696643829346},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.41154706478118896},{"id":"https://openalex.org/keywords/emergency-medicine","display_name":"Emergency medicine","score":0.3363080620765686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13295435905456543}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.9317793846130371},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.7103940844535828},{"id":"https://openalex.org/C60641444","wikidata":"https://www.wikidata.org/wiki/Q841602","display_name":"Delphi method","level":2,"score":0.5225579142570496},{"id":"https://openalex.org/C2779495148","wikidata":"https://www.wikidata.org/wiki/Q487378","display_name":"Delphi","level":2,"score":0.45005062222480774},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4353613257408142},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.41691696643829346},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.41154706478118896},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.3363080620765686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13295435905456543},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2017.8248011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248011","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W165711854","https://openalex.org/W1698373794","https://openalex.org/W1966278101","https://openalex.org/W1983920543","https://openalex.org/W1985629909","https://openalex.org/W1987471748","https://openalex.org/W2036302085","https://openalex.org/W2057956463","https://openalex.org/W2098967834","https://openalex.org/W2155421067","https://openalex.org/W2167660788","https://openalex.org/W4238574499","https://openalex.org/W4292580003"],"related_works":["https://openalex.org/W2062050714","https://openalex.org/W2030487194","https://openalex.org/W2971523465","https://openalex.org/W1965155071","https://openalex.org/W1969884608","https://openalex.org/W2041058937","https://openalex.org/W2224226767","https://openalex.org/W2031546510","https://openalex.org/W2001765788","https://openalex.org/W1573061253"],"abstract_inverted_index":{"This":[0],"study":[1,58],"describes":[2],"a":[3,11,63,120,141],"simulation":[4,79,93],"model":[5,80,118],"that":[6,73,100],"was":[7,17,59,81],"used":[8],"to":[9,19,41,84],"evaluate":[10],"proposed":[12],"workload":[13,45,144],"score.":[14],"The":[15,53,117],"score":[16,87],"designed":[18],"assist":[20],"in":[21,38,125],"triaging":[22],"patients":[23],"into":[24],"the":[25,29,47,60,86,96,126],"hospital":[26],"services":[27],"of":[28,31,56,62,98,128],"Division":[30],"Hospital":[32],"Internal":[33],"Medicine":[34],"at":[35,106,133],"Mayo":[36,114],"Clinic":[37,115],"an":[39],"effort":[40],"more":[42,142],"equitably":[43],"balance":[44],"among":[46],"division's":[48],"provider":[49,76,102,130,146],"teams":[50,131],"(or":[51],"services).":[52],"first":[54],"part":[55],"this":[57],"development":[61],"score,":[64],"using":[65,88],"Delphi":[66],"surveys,":[67],"conjoint":[68],"analysis,":[69],"and":[70],"optimization":[71],"methods,":[72],"accurately":[74],"represents":[75],"workload.":[77],"A":[78],"then":[82],"built":[83],"test":[85],"historical":[89],"patient":[90],"data.":[91],"Preliminary":[92],"results":[94],"reported":[95],"proportion":[97,127],"time":[99,129],"each":[101],"team":[103],"spent":[104,132],"working":[105],"or":[107,134],"above":[108,135],"\u201cmaximum":[109],"utilization,\u201d":[110],"as":[111],"defined":[112],"by":[113],"experts.":[116],"yielded":[119],"12.1%":[121],"decrease":[122],"(on":[123],"average)":[124],"maximum":[136],"utilization,":[137],"while":[138],"simultaneously":[139],"displaying":[140],"balanced":[143],"across":[145],"teams.":[147]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}