{"id":"https://openalex.org/W2478325100","doi":"https://doi.org/10.1109/tsmc.2016.2587163","title":"Generative Agent-Based Modeling and Empirical Validation of the Size Distribution of Hospitals","display_name":"Generative Agent-Based Modeling and Empirical Validation of the Size Distribution of Hospitals","publication_year":2016,"publication_date":"2016-07-27","ids":{"openalex":"https://openalex.org/W2478325100","doi":"https://doi.org/10.1109/tsmc.2016.2587163","mag":"2478325100"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2016.2587163","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5091872719","display_name":"Baojun Gao","orcid":"https://orcid.org/0000-0002-9190-8158"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojun Gao","raw_affiliation_strings":["Economics and Management School, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Economics and Management School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053833625","display_name":"Wai Kin Chan","orcid":"https://orcid.org/0000-0002-7202-1922"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wai Kin Chan","raw_affiliation_strings":["Industrial and Systems Engineering Department, Rensselaer Polytechnic Institute, Troy, NY, USA"],"affiliations":[{"raw_affiliation_string":"Industrial and Systems Engineering Department, Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071134384","display_name":"Xuefei Deng","orcid":"https://orcid.org/0000-0003-4326-675X"},"institutions":[{"id":"https://openalex.org/I290598920","display_name":"California State University, Dominguez Hills","ror":"https://ror.org/04pyvbw03","country_code":"US","type":"education","lineage":["https://openalex.org/I290598920"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuefei Deng","raw_affiliation_strings":["Department of Information Systems and Operations Management, California State University at Dominguez Hills, Carson, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Operations Management, California State University at Dominguez Hills, Carson, CA, USA","institution_ids":["https://openalex.org/I290598920"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.038,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":8,"citation_normalized_percentile":{"value":0.892625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":"47","issue":"11","first_page":"3089","last_page":"3100"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12851","display_name":"Firm Innovation and Growth","score":0.9905,"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"}},"topics":[{"id":"https://openalex.org/T12851","display_name":"Firm Innovation and Growth","score":0.9905,"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/T14051","display_name":"Regional Economic and Spatial Analysis","score":0.9187,"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":[],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.47614145},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46951076},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.46092886},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4041698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2178371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18802994},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2016.2587163","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":52,"referenced_works":["https://openalex.org/W1242347351","https://openalex.org/W147764037","https://openalex.org/W1488584612","https://openalex.org/W1550264182","https://openalex.org/W1573744394","https://openalex.org/W1595575180","https://openalex.org/W1985672722","https://openalex.org/W1987440923","https://openalex.org/W1999067955","https://openalex.org/W2015198187","https://openalex.org/W2018810248","https://openalex.org/W2020332275","https://openalex.org/W2020956163","https://openalex.org/W2024670010","https://openalex.org/W2027752945","https://openalex.org/W2037831334","https://openalex.org/W2062875858","https://openalex.org/W2071957121","https://openalex.org/W2075135302","https://openalex.org/W2090509622","https://openalex.org/W2093662614","https://openalex.org/W2098936448","https://openalex.org/W2103724189","https://openalex.org/W2103891068","https://openalex.org/W2105427683","https://openalex.org/W2107274838","https://openalex.org/W2116733440","https://openalex.org/W2122946149","https://openalex.org/W2128861481","https://openalex.org/W2143585495","https://openalex.org/W2148962857","https://openalex.org/W2158345509","https://openalex.org/W2162305032","https://openalex.org/W2278442142","https://openalex.org/W2289016806","https://openalex.org/W2289218915","https://openalex.org/W2290408714","https://openalex.org/W2292191084","https://openalex.org/W2326154390","https://openalex.org/W2416973357","https://openalex.org/W2517780922","https://openalex.org/W264162863","https://openalex.org/W3121313581","https://openalex.org/W3121417558","https://openalex.org/W3125349408","https://openalex.org/W4230335759","https://openalex.org/W4240303379","https://openalex.org/W4243287286","https://openalex.org/W4243634045","https://openalex.org/W4243993608","https://openalex.org/W4247220743","https://openalex.org/W4249517945"],"related_works":["https://openalex.org/W4391913857","https://openalex.org/W2748952813","https://openalex.org/W2478288626","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2380075625","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2001405890"],"abstract_inverted_index":{"The":[0,212],"hospital":[1,39,53,96,100,201,221],"system":[2,7],"is":[3,58,110,129,144,153],"a":[4,29,38,99,190,219],"complex":[5],"service":[6,40,54,101],"in":[8,98,169],"which":[9],"patients":[10,90],"and":[11,14,22,47,61,65,83,86,125,155,178,185,204],"hospitals":[12,79],"interact":[13],"make":[15],"their":[16,95],"decisions":[17],"based":[18],"on":[19,172],"bounded":[20],"rationality":[21],"information.":[23],"In":[24],"this":[25],"paper,":[26],"we":[27],"develop":[28],"generative":[30,197],"agent-based":[31,45],"model":[32,43,72,213],"to":[33,50,59,133,194,205],"simulate":[34,60],"the":[35,52,63,111,122,130,141,151,173,196,200,207,210],"behavior":[36],"of":[37,68,115,176,192,209],"system.":[41,102],"Our":[42,56],"combines":[44],"simulation":[46,71],"queueing":[48],"models":[49],"mimic":[51],"processes.":[55],"goal":[57],"understand":[62],"growth":[64],"size":[66,113,123,131,142,174,202,222],"distribution":[67,114,132,143,152,203],"hospitals.":[69],"This":[70,165],"includes":[73],"agents":[74],"for":[75,94,199],"supply":[76],"elements":[77,88],"(i.e.,":[78,89],"with":[80,91],"different":[81,92],"resources":[82],"expansion":[84],"strategies)":[85],"demand":[87],"preferences":[93],"selections)":[97],"Three":[103],"important":[104],"questions":[105],"are":[106],"investigated:":[107],"1)":[108],"what":[109,118],"emergent":[112],"hospitals?":[116],"2)":[117],"key":[119,135],"factors":[120],"influence":[121],"distribution?":[124],"3)":[126],"how":[127],"sensitive":[128],"these":[134],"factors?":[136],"Simulation":[137],"results":[138],"show":[139],"that":[140],"neither":[145],"power":[146],"law":[147],"nor":[148],"lognormal.":[149,164],"Rather,":[150],"leptokurtic,":[154],"more":[156],"skewed":[157,162],"than":[158,163],"normal":[159],"but":[160],"less":[161],"result":[166],"contradicts":[167],"those":[168],"extant":[170],"literature":[171],"distributions":[175],"human":[177],"natural":[179],"systems,":[180],"including":[181],"cities,":[182],"firms,":[183],"power-grids,":[184],"citation":[186],"network.":[187],"We":[188],"conduct":[189],"set":[191],"experiments":[193],"identify":[195],"mechanisms":[198],"test":[206],"robustness":[208],"results.":[211],"was":[214],"validated":[215],"empirically":[216],"by":[217],"using":[218],"U.S.":[220],"dataset.":[223]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2478325100","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-01-04T13:29:03.301713","created_date":"2016-08-23"}