{"id":"https://openalex.org/W2802835402","doi":"https://doi.org/10.1177/0037549718776765","title":"Modeling and simulation framework for value-based healthcare systems","display_name":"Modeling and simulation framework for value-based healthcare systems","publication_year":2018,"publication_date":"2018-06-04","ids":{"openalex":"https://openalex.org/W2802835402","doi":"https://doi.org/10.1177/0037549718776765","mag":"2802835402"},"language":"en","primary_location":{"id":"doi:10.1177/0037549718776765","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718776765","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718776765","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718776765","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007796791","display_name":"Mamadou Kaba Traor\u00e9","orcid":"https://orcid.org/0000-0001-9464-6416"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210099416","display_name":"Laboratoire d'Informatique, de Mod\u00e9lisation et d'Optimisation des Syst\u00e8mes","ror":"https://ror.org/00t3fpp34","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I198244214","https://openalex.org/I198244214","https://openalex.org/I203339264","https://openalex.org/I205703379","https://openalex.org/I3019848993","https://openalex.org/I4210099416","https://openalex.org/I4210123221","https://openalex.org/I4210159245","https://openalex.org/I4387154249"]},{"id":"https://openalex.org/I4210103002","display_name":"University of Clermont Auvergne","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210103002"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mamadou Kaba Traor\u00e9","raw_affiliation_strings":["LIMOS CNRS UMR 6158, Universit\u00e9 Clermont Auvergne, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMOS CNRS UMR 6158, Universit\u00e9 Clermont Auvergne, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210099416","https://openalex.org/I4210103002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046427982","display_name":"Gr\u00e9gory Zacharewicz","orcid":"https://orcid.org/0000-0001-7726-1725"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210157089","display_name":"Laboratoire de l'Int\u00e9gration du Mat\u00e9riau au Syst\u00e8me","ror":"https://ror.org/04nabhy78","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210091158","https://openalex.org/I4210095849","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gregory Zacharewicz","raw_affiliation_strings":["IMS-LAPS UMR CNRS 5218, Universit\u00e9 de Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0001-7726-1725","affiliations":[{"raw_affiliation_string":"IMS-LAPS UMR CNRS 5218, Universit\u00e9 de Bordeaux, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210157089","https://openalex.org/I4210160189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038297843","display_name":"Rapha\u00ebl Duboz","orcid":"https://orcid.org/0000-0002-2853-6195"},"institutions":[{"id":"https://openalex.org/I131077856","display_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","ror":"https://ror.org/05kpkpg04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856"]},{"id":"https://openalex.org/I4210094754","display_name":"Animal, Sant\u00e9, Territoires, Risques et Ecosyst\u00e8mes","ror":"https://ror.org/006fhby04","country_code":"FR","type":"facility","lineage":["https://openalex.org/I131077856","https://openalex.org/I19894307","https://openalex.org/I4210088668","https://openalex.org/I4210094754","https://openalex.org/I4210147367"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rapha\u00ebl Duboz","raw_affiliation_strings":["IPC, Cambodia and CIRAD UMR ASTRE, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IPC, Cambodia and CIRAD UMR ASTRE, France","institution_ids":["https://openalex.org/I131077856","https://openalex.org/I4210094754"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084087393","display_name":"Bernard P. Zeigler","orcid":"https://orcid.org/0000-0003-0636-1352"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bernard Zeigler","raw_affiliation_strings":["ACIMS, University of Arizona, USA","ECE - Department of Electrical and Computer Engineering [Tucson] (The University of Arizona, 1230 E. Speedway Blvd., Tucson, AZ 85721 - United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ACIMS, University of Arizona, USA","institution_ids":["https://openalex.org/I138006243"]},{"raw_affiliation_string":"ECE - Department of Electrical and Computer Engineering [Tucson] (The University of Arizona, 1230 E. Speedway Blvd., Tucson, AZ 85721 - United States)","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5007796791"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210099416","https://openalex.org/I4210103002"],"apc_list":null,"apc_paid":null,"fwci":7.6807,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.97919903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"95","issue":"6","first_page":"481","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9980000257492065,"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":0.9980000257492065,"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/T10804","display_name":"Health Systems, Economic Evaluations, Quality of Life","score":0.9460999965667725,"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"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9168999791145325,"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/computer-science","display_name":"Computer science","score":0.6543256640434265},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6117790937423706},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.5776252150535583},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.5625865459442139},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5577055811882019},{"id":"https://openalex.org/keywords/healthcare-system","display_name":"Healthcare system","score":0.5570620894432068},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5396857261657715},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4948276877403259},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.41151660680770874},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.39638644456863403},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.35249364376068115},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.34966132044792175},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33277037739753723},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.32455018162727356},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16982993483543396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16794532537460327},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12662267684936523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6543256640434265},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6117790937423706},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.5776252150535583},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.5625865459442139},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5577055811882019},{"id":"https://openalex.org/C2988170871","wikidata":"https://www.wikidata.org/wiki/Q11000047","display_name":"Healthcare system","level":3,"score":0.5570620894432068},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5396857261657715},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4948276877403259},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.41151660680770874},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.39638644456863403},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35249364376068115},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.34966132044792175},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33277037739753723},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32455018162727356},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16982993483543396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16794532537460327},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12662267684936523},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/0037549718776765","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718776765","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718776765","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:agritrop.cirad.fr:588108","is_oa":true,"landing_page_url":"http://agritrop.cirad.fr/588108/","pdf_url":"http://agritrop.cirad.fr/588108/1/Valued-based-Healthcare-Simulation.pdf","source":{"id":"https://openalex.org/S4306402311","display_name":"Agritrop (Cirad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I131077856","host_organization_name":"Centre de Coop\u00e9ration Internationale en Recherche Agronomique pour le D\u00e9veloppement","host_organization_lineage":["https://openalex.org/I131077856"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Simulation","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:HAL:hal-01773637v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01773637","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIMULATION: Transactions of The Society for Modeling and Simulation International, 2019, 95 (6), pp.481-497. &#x27E8;10.1177/0037549718776765&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1177/0037549718776765","is_oa":true,"landing_page_url":"https://doi.org/10.1177/0037549718776765","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/0037549718776765","source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2802835402.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W159566320","https://openalex.org/W652371259","https://openalex.org/W1503477597","https://openalex.org/W1608285042","https://openalex.org/W1912439819","https://openalex.org/W1965294916","https://openalex.org/W1965979806","https://openalex.org/W1967334870","https://openalex.org/W1969075552","https://openalex.org/W1969410394","https://openalex.org/W1974880372","https://openalex.org/W1989734029","https://openalex.org/W2001598892","https://openalex.org/W2006585398","https://openalex.org/W2010362952","https://openalex.org/W2045232810","https://openalex.org/W2047808226","https://openalex.org/W2056359986","https://openalex.org/W2057815095","https://openalex.org/W2118882248","https://openalex.org/W2123593724","https://openalex.org/W2139724669","https://openalex.org/W2143538117","https://openalex.org/W2161808276","https://openalex.org/W2163130726","https://openalex.org/W2166942701","https://openalex.org/W2322288235","https://openalex.org/W2503375584","https://openalex.org/W2611814044","https://openalex.org/W2619849064","https://openalex.org/W2912424987","https://openalex.org/W2914849365","https://openalex.org/W3131951571","https://openalex.org/W4233522539"],"related_works":["https://openalex.org/W2045155990","https://openalex.org/W4313163053","https://openalex.org/W4300973204","https://openalex.org/W3045811229","https://openalex.org/W1483408780","https://openalex.org/W4284884309","https://openalex.org/W2908749798","https://openalex.org/W4243842598","https://openalex.org/W2105980483","https://openalex.org/W2061544835"],"abstract_inverted_index":{"Regardless":[0],"of":[1,4,12,16,28,55,61,64,79,83,86,111,144,155,185,207],"the":[2,26,29,62,80,108,123,145,156,186,201,218],"coordination":[3],"its":[5,134],"activities,":[6],"a":[7,13,34,45,52,59,73,87,152,171],"healthcare":[8,38,56,88,157],"system":[9,31,89,160],"is":[10,32],"composed":[11],"large":[14],"number":[15],"distributed":[17],"components":[18,85],"that":[19,104,178,213],"are":[20,100,148],"interrelated":[21],"by":[22],"complex":[23],"processes.":[24],"Understanding":[25],"behavior":[27],"overall":[30],"becoming":[33],"major":[35],"concern":[36],"among":[37],"managers":[39],"and":[40,47,69,93,117,140,159],"decision-makers.":[41],"This":[42],"paper":[43],"presents":[44],"modeling":[46,202],"simulation":[48,75],"framework":[49],"to":[50,137,150,175,194,198,200],"support":[51],"holistic":[53,153,172],"analysis":[54],"systems":[57],"through":[58,114],"stratification":[60],"levels":[63],"abstraction":[65],"into":[66],"multiple":[67],"perspectives":[68,99,113,147,187],"their":[70,227],"integration":[71],"in":[72,119,183,217],"common":[74],"framework.":[76],"In":[77],"each":[78,128],"perspectives,":[81],"models":[82],"different":[84],"can":[90,130,167],"be":[91,131,168,180],"developed":[92,225],"coupled":[94,132,169],"together.":[95],"Concerns":[96],"from":[97,210],"other":[98,112],"abstracted":[101],"as":[102,191],"parameters,":[103],"is,":[105],"we":[106,192,204],"reflect":[107],"parameter":[109],"values":[110],"explicit":[115],"assumptions":[116],"simplifications":[118],"such":[120],"models.":[121],"Consequently,":[122],"resulting":[124,164],"top":[125],"model":[126,166],"within":[127],"perspective":[129],"with":[133,170,226],"experimental":[135,173],"frame":[136,174],"run":[138],"simulations":[139],"derive":[141,176],"results.":[142],"Components":[143],"various":[146],"integrated":[149],"provide":[151],"view":[154],"problem":[158],"under":[161],"study.":[162],"The":[163],"global":[165],"results":[177,208],"cannot":[179],"accurately":[181],"addressed":[182],"any":[184],"taken":[188],"alone.":[189],"Furthermore,":[190],"endeavored":[193],"allow":[195],"perspective-specific":[196],"experts":[197],"contribute":[199],"process,":[203],"took":[205],"benefit":[206],"originating":[209],"research":[211],"efforts":[212],"Norbert":[214],"Giambiasi":[215],"initiated":[216],"2000s,":[219],"which":[220],"his":[221],"PhD":[222,229],"students":[223],"further":[224],"own":[228],"students.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
