{"id":"https://openalex.org/W4406612956","doi":"https://doi.org/10.1109/wsc63780.2024.10838893","title":"Deploying Reusable Healthcare Simulation Models in Python","display_name":"Deploying Reusable Healthcare Simulation Models in Python","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406612956","doi":"https://doi.org/10.1109/wsc63780.2024.10838893"},"language":"en","primary_location":{"id":"doi:10.1109/wsc63780.2024.10838893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ore.exeter.ac.uk/articles/conference_contribution/Deploying_Reusable_Healthcare_Simulation_Models_in_Python/29813297/1/files/56859689.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017682784","display_name":"Alison Harper","orcid":"https://orcid.org/0000-0001-5274-5037"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alison Harper","raw_affiliation_strings":["University of Exeter Business School,Centre for Simulation, Analytics, and Modeling,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Business School,Centre for Simulation, Analytics, and Modeling,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072234007","display_name":"Thomas Monks","orcid":"https://orcid.org/0000-0003-2631-4481"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas Monks","raw_affiliation_strings":["University of Exeter Medical School,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Medical School,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071620359","display_name":"Navonil Mustafee","orcid":"https://orcid.org/0000-0002-2204-8924"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Navonil Mustafee","raw_affiliation_strings":["University of Exeter Business School,Centre for Simulation, Analytics, and Modeling,Exeter,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Exeter Business School,Centre for Simulation, Analytics, and Modeling,Exeter,UK","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I23923803"],"apc_list":null,"apc_paid":null,"fwci":1.2275,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.82000237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1173","last_page":"1184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.8245000243186951,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.8245000243186951,"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/python","display_name":"Python (programming language)","score":0.7348302006721497},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.69733726978302},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5792137384414673},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37957489490509033},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3643626570701599}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7348302006721497},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.69733726978302},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5792137384414673},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37957489490509033},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3643626570701599},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wsc63780.2024.10838893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc63780.2024.10838893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/139915","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/139915","pdf_url":"https://ore.exeter.ac.uk/articles/conference_contribution/Deploying_Reusable_Healthcare_Simulation_Models_in_Python/29813297/1/files/56859689.pdf","source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"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":null,"raw_type":"Conference paper"},{"id":"pmh:oai:figshare.com:article/29813297","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Deploying_Reusable_Healthcare_Simulation_Models_in_Python/29813297","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:ore.exeter.ac.uk:10871/139915","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/139915","pdf_url":"https://ore.exeter.ac.uk/articles/conference_contribution/Deploying_Reusable_Healthcare_Simulation_Models_in_Python/29813297/1/files/56859689.pdf","source":{"id":"https://openalex.org/S4306401998","display_name":"Open Research Exeter (University of Exeter)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I23923803","host_organization_name":"University of Exeter","host_organization_lineage":["https://openalex.org/I23923803"],"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":null,"raw_type":"Conference paper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1950612569","display_name":null,"funder_award_id":"MR/Z503915/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G6250192299","display_name":"STARS: Sharing Tools and Artifacts for Reproducible Simulation","funder_award_id":"MR/Z503915/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320330274","display_name":"National Institute for Health Research Applied Research Collaboration South West Peninsula","ror":"https://ror.org/01qgn1839"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406612956.pdf","grobid_xml":"https://content.openalex.org/works/W4406612956.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1963577059","https://openalex.org/W2011301426","https://openalex.org/W2028004109","https://openalex.org/W2123593724","https://openalex.org/W2146292423","https://openalex.org/W2462086387","https://openalex.org/W2480492758","https://openalex.org/W2570760970","https://openalex.org/W2727744756","https://openalex.org/W2833802126","https://openalex.org/W2913826917","https://openalex.org/W3016848704","https://openalex.org/W3034374347","https://openalex.org/W3047607719","https://openalex.org/W3084233333","https://openalex.org/W3090964084","https://openalex.org/W3165733539","https://openalex.org/W3174368456","https://openalex.org/W3188832479","https://openalex.org/W3217316753","https://openalex.org/W4200317364","https://openalex.org/W4200457792","https://openalex.org/W4220801138","https://openalex.org/W4220852056","https://openalex.org/W4229379106","https://openalex.org/W4248230885","https://openalex.org/W4282044753","https://openalex.org/W4307090512","https://openalex.org/W4317792631","https://openalex.org/W4317793525","https://openalex.org/W4317815218","https://openalex.org/W4322506488","https://openalex.org/W4366280584","https://openalex.org/W4384131549","https://openalex.org/W4387215156","https://openalex.org/W4389786344","https://openalex.org/W4390116635","https://openalex.org/W4390974516","https://openalex.org/W4396581116","https://openalex.org/W4398137819","https://openalex.org/W6685764666","https://openalex.org/W6856993136"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2341492732","https://openalex.org/W3187193180","https://openalex.org/W106542691","https://openalex.org/W1699080303","https://openalex.org/W4297799326","https://openalex.org/W2207495067","https://openalex.org/W1906486629"],"abstract_inverted_index":{"Discrete-event":[0],"simulation":[1,49,147],"(DES)":[2],"models":[3,118,137],"for":[4,12,51,64,78,97],"healthcare":[5,16,67,81,121],"service":[6],"planning":[7,65],"are":[8],"time-consuming":[9],"to":[10,26,42,46,84,111,119,139],"develop":[11],"both":[13],"modellers":[14],"and":[15,31,87,94,109,127,132,144],"stakeholders.":[17],"Model":[18],"reuse":[19,44,79],"is":[20,45],"seen":[21],"as":[22,70],"a":[23,48,56],"potential":[24,34],"solution":[25],"reduce":[27],"duplication":[28],"of":[29,106,114,146],"effort":[30],"maximise":[32],"the":[33,38,52,107,141],"value":[35],"gained":[36],"from":[37,129],"model.":[39],"One":[40],"approach":[41],"model":[43,50,76],"deploy":[47],"same":[53],"purpose":[54],"in":[55],"single":[57],"application":[58],"area,":[59],"which":[60],"can":[61,91],"be":[62,85],"used":[63],"by":[66,80],"staff":[68],"such":[69],"managers,":[71],"clinicians":[72],"or":[73],"analysts.":[74],"A":[75],"deployed":[77],"stakeholders":[82],"needs":[83],"shared":[86],"accessible.":[88],"However,":[89],"Python":[90],"present":[92],"accessibility":[93,145],"usability":[95],"challenges":[96],"non-technical":[98,120],"users.":[99,122],"In":[100],"this":[101],"paper":[102],"we":[103],"investigate":[104],"some":[105],"advantages":[108],"disadvantages":[110],"several":[112],"methods":[113,126],"deploying":[115],"interactive":[116],"DES":[117,124],"Combining":[123],"with":[125],"tools":[128],"computer":[130],"science":[131],"software":[133],"engineering,":[134],"these":[135],"hybrid":[136],"aim":[138],"increase":[140],"usability,":[142],"functionality,":[143],"models.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-09-02T18:50:13.731487","created_date":"2025-10-10T00:00:00"}
