{"id":"https://openalex.org/W3123134456","doi":"https://doi.org/10.1109/wsc48552.2020.9384069","title":"Primary Healthcare Delivery Network Simulation Using Stochastic Metamodels","display_name":"Primary Healthcare Delivery Network Simulation Using Stochastic Metamodels","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3123134456","doi":"https://doi.org/10.1109/wsc48552.2020.9384069","mag":"3123134456"},"language":"en","primary_location":{"id":"doi:10.1109/wsc48552.2020.9384069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9384069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ore.exeter.ac.uk/repository/bitstream/10871/124093/1/wsc20paper_Sep4_rev.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000234722","display_name":"Najiya Fatma","orcid":"https://orcid.org/0000-0001-7790-3679"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Najiya Fatma","raw_affiliation_strings":["Indian Institute of Technology Delhi, New Delhi, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, New Delhi, INDIA","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066525760","display_name":"Mohd Shoaib","orcid":"https://orcid.org/0000-0002-6023-0436"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shoaib Mohd","raw_affiliation_strings":["Indian Institute of Technology Delhi, New Delhi, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, New Delhi, INDIA","institution_ids":["https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023798147","display_name":"Varun Ramamohan","orcid":"https://orcid.org/0000-0001-6517-9142"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varun Ramamohan","raw_affiliation_strings":["Indian Institute of Technology Delhi, New Delhi, INDIA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Delhi, New Delhi, INDIA","institution_ids":["https://openalex.org/I68891433"]}]},{"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":["Centre for Simulation, Analytics & Modelling, University of Exeter, Exeter, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Simulation, Analytics & Modelling, University of Exeter, Exeter, UK","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2217,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84106722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"818","last_page":"829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.998199999332428,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9908000230789185,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9624000191688538,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8591800928115845},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986042261123657},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6852542161941528},{"id":"https://openalex.org/keywords/network-simulation","display_name":"Network simulation","score":0.4727003574371338},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"Stochastic simulation","score":0.44859516620635986},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.4313710629940033},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4302403926849365},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.31728124618530273},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.30031818151474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12671369314193726},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11700618267059326},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08292555809020996}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8591800928115845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986042261123657},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6852542161941528},{"id":"https://openalex.org/C139940560","wikidata":"https://www.wikidata.org/wiki/Q290036","display_name":"Network simulation","level":2,"score":0.4727003574371338},{"id":"https://openalex.org/C25915931","wikidata":"https://www.wikidata.org/wiki/Q4180825","display_name":"Stochastic simulation","level":2,"score":0.44859516620635986},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.4313710629940033},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4302403926849365},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.31728124618530273},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.30031818151474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12671369314193726},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11700618267059326},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08292555809020996},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wsc48552.2020.9384069","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9384069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:ore.exeter.ac.uk:10871/124093","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/124093","pdf_url":"https://ore.exeter.ac.uk/repository/bitstream/10871/124093/1/wsc20paper_Sep4_rev.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},{"id":"pmh:oai:figshare.com:article/29775683","is_oa":true,"landing_page_url":null,"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":null,"license_id":null,"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:10871/124093","is_oa":true,"landing_page_url":"http://hdl.handle.net/10871/124093","pdf_url":"https://ore.exeter.ac.uk/repository/bitstream/10871/124093/1/wsc20paper_Sep4_rev.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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3123134456.pdf","grobid_xml":"https://content.openalex.org/works/W3123134456.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1529267578","https://openalex.org/W1967123880","https://openalex.org/W1968082953","https://openalex.org/W1975672171","https://openalex.org/W1992206132","https://openalex.org/W2036069067","https://openalex.org/W2038498656","https://openalex.org/W2073947896","https://openalex.org/W2093853009","https://openalex.org/W2108542211","https://openalex.org/W2117152423","https://openalex.org/W2118706185","https://openalex.org/W2118882248","https://openalex.org/W2120934944","https://openalex.org/W2122393261","https://openalex.org/W2123593724","https://openalex.org/W2130241668","https://openalex.org/W2144808055","https://openalex.org/W2293342701","https://openalex.org/W2753102736","https://openalex.org/W2773036843","https://openalex.org/W2891174717","https://openalex.org/W2942986422","https://openalex.org/W2975609059","https://openalex.org/W3140521256","https://openalex.org/W3141561672","https://openalex.org/W3142973301","https://openalex.org/W3159043151","https://openalex.org/W4238439311","https://openalex.org/W4239479150","https://openalex.org/W4245861165","https://openalex.org/W4254114241","https://openalex.org/W6679540967","https://openalex.org/W6754951820","https://openalex.org/W6947967504"],"related_works":["https://openalex.org/W2159048197","https://openalex.org/W2786740212","https://openalex.org/W2086444832","https://openalex.org/W2074923295","https://openalex.org/W299472295","https://openalex.org/W1982539084","https://openalex.org/W1558516341","https://openalex.org/W2130378697","https://openalex.org/W3143971105","https://openalex.org/W3123134456"],"abstract_inverted_index":{"A":[0],"discrete-event":[1],"simulation":[2,39,100,140],"(DES)":[3],"of":[4,7,22,43,56,59,70,97,104,119,143],"the":[5,20,31,37,98,110,117,122,125,129],"network":[6,58,130,139],"primary":[8],"health":[9],"centers":[10],"(PHCs)":[11],"in":[12,24,89,147],"a":[13,54,57],"region":[14],"can":[15,34,49],"be":[16,50],"used":[17],"to":[18,40,109,145],"evaluate":[19],"effect":[21],"changes":[23],"patient":[25],"flow":[26],"on":[27],"operational":[28],"outcomes":[29],"across":[30],"network,":[32],"and":[33,45,124,135],"also":[35],"form":[36],"base":[38],"which":[41,74],"simulations":[42,127],"secondary":[44],"tertiary":[46],"care":[47],"facilities":[48],"added.":[51],"We":[52,114],"present":[53],"DES":[55,68],"PHCs":[60,71],"using":[61],"stochastic":[62,85],"metamodels":[63,86,123],"developed":[64,76],"from":[65,121],"more":[66],"detailed":[67],"models":[69],"(`parent'":[72],"simulations),":[73],"were":[75],"separately":[77],"for":[78],"comprehensively":[79],"analyzing":[80],"individual":[81],"PHC":[82],"operations.":[83],"The":[84],"are":[87,94,132],"DESs":[88],"their":[90],"own":[91],"right.":[92],"They":[93],"simplified":[95],"versions":[96],"parent":[99,126],"with":[101],"full-featured":[102],"representations":[103],"only":[105],"those":[106],"components":[107],"relevant":[108],"analysis":[111],"at":[112],"hand.":[113],"show":[115],"that":[116,136],"outputs":[118],"interest":[120],"(including":[128],"simulations)":[131],"statistically":[133],"similar":[134],"our":[137],"metamodel-based":[138],"yields":[141],"reductions":[142],"up":[144],"80%":[146],"runtimes.":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}