{"id":"https://openalex.org/W4404469452","doi":"https://doi.org/10.1109/access.2024.3501157","title":"Combining Process Mining and Process Simulation in Healthcare: A Literature Review","display_name":"Combining Process Mining and Process Simulation in Healthcare: A Literature Review","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404469452","doi":"https://doi.org/10.1109/access.2024.3501157"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3501157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3501157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3501157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070671426","display_name":"E. Chaves Salas","orcid":"https://orcid.org/0009-0000-1861-1342"},"institutions":[{"id":"https://openalex.org/I31944674","display_name":"Universidad de Costa Rica","ror":"https://ror.org/02yzgww51","country_code":"CR","type":"education","lineage":["https://openalex.org/I31944674"]}],"countries":["CR"],"is_corresponding":true,"raw_author_name":"Evelyn Salas","raw_affiliation_strings":["School Industrial Engineering, Universidad de Costa Rica, San Jos&#x00E9;, Costa Rica","School Industrial Engineering, Universidad de Costa Rica, Costa Rica"],"raw_orcid":"https://orcid.org/0009-0000-1861-1342","affiliations":[{"raw_affiliation_string":"School Industrial Engineering, Universidad de Costa Rica, San Jos&#x00E9;, Costa Rica","institution_ids":["https://openalex.org/I31944674"]},{"raw_affiliation_string":"School Industrial Engineering, Universidad de Costa Rica, Costa Rica","institution_ids":["https://openalex.org/I31944674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067930529","display_name":"Michael Arias","orcid":"https://orcid.org/0000-0003-1014-342X"},"institutions":[{"id":"https://openalex.org/I31944674","display_name":"Universidad de Costa Rica","ror":"https://ror.org/02yzgww51","country_code":"CR","type":"education","lineage":["https://openalex.org/I31944674"]}],"countries":["CR"],"is_corresponding":false,"raw_author_name":"Michael Arias","raw_affiliation_strings":["Department of Engineering, Computer Science and Technology, Universidad de Costa Rica, San Jos&#x00E9;, Costa Rica","Department of Engineering, Computer Science and Technology, Universidad de Costa Rica, Costa Rica"],"raw_orcid":"https://orcid.org/0000-0003-1014-342X","affiliations":[{"raw_affiliation_string":"Department of Engineering, Computer Science and Technology, Universidad de Costa Rica, San Jos&#x00E9;, Costa Rica","institution_ids":["https://openalex.org/I31944674"]},{"raw_affiliation_string":"Department of Engineering, Computer Science and Technology, Universidad de Costa Rica, Costa Rica","institution_ids":["https://openalex.org/I31944674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057065433","display_name":"Santiago Aguirre","orcid":"https://orcid.org/0000-0002-8787-1655"},"institutions":[{"id":"https://openalex.org/I1629065","display_name":"Central Michigan University","ror":"https://ror.org/02xawj266","country_code":"US","type":"education","lineage":["https://openalex.org/I1629065"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Santiago Aguirre","raw_affiliation_strings":["Business Information Systems Department, Central Michigan University, Mount Pleasant, MI, USA","Business Information Systems Department, Central Michigan University, United States"],"raw_orcid":"https://orcid.org/0000-0002-8787-1655","affiliations":[{"raw_affiliation_string":"Business Information Systems Department, Central Michigan University, Mount Pleasant, MI, USA","institution_ids":["https://openalex.org/I1629065"]},{"raw_affiliation_string":"Business Information Systems Department, Central Michigan University, United States","institution_ids":["https://openalex.org/I1629065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084134487","display_name":"Eric Rojas","orcid":"https://orcid.org/0000-0002-2570-1861"},"institutions":[{"id":"https://openalex.org/I162148367","display_name":"Pontificia Universidad Cat\u00f3lica de Chile","ror":"https://ror.org/04teye511","country_code":"CL","type":"education","lineage":["https://openalex.org/I162148367"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"Eric Rojas","raw_affiliation_strings":["Institute for Biological and Medical Engineering, Pontificia Universidad Cat&#x00F3;lica de Chile, Santiago, Chile","Schools of Engineering, Medicine and Biological Sciences, Institute for Biological and Medical Engineering, Pontificia Universidad Cat&#x00F3;lica de Chile, Santiago, Chile"],"raw_orcid":"https://orcid.org/0000-0002-2570-1861","affiliations":[{"raw_affiliation_string":"Institute for Biological and Medical Engineering, Pontificia Universidad Cat&#x00F3;lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]},{"raw_affiliation_string":"Schools of Engineering, Medicine and Biological Sciences, Institute for Biological and Medical Engineering, Pontificia Universidad Cat&#x00F3;lica de Chile, Santiago, Chile","institution_ids":["https://openalex.org/I162148367"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070671426"],"corresponding_institution_ids":["https://openalex.org/I31944674"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.9806,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.94469069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"172562","last_page":"172580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6839424967765808},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6775683760643005},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6401675939559937},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.46811121702194214},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36920803785324097},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.32076185941696167},{"id":"https://openalex.org/keywords/business-process-management","display_name":"Business process management","score":0.1619342863559723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12343421578407288},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.11930546164512634}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6839424967765808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6775683760643005},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6401675939559937},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.46811121702194214},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36920803785324097},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.32076185941696167},{"id":"https://openalex.org/C80309976","wikidata":"https://www.wikidata.org/wiki/Q7007379","display_name":"Business process management","level":4,"score":0.1619342863559723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12343421578407288},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.11930546164512634},{"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/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/access.2024.3501157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3501157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a6620065be87455586b38d04730cfa71","is_oa":true,"landing_page_url":"https://doaj.org/article/a6620065be87455586b38d04730cfa71","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 172562-172580 (2024)","raw_type":"article"},{"id":"pmh:oai:kerwa.ucr.ac.cr:10669/100229","is_oa":false,"landing_page_url":"https://hdl.handle.net/10669/100229","pdf_url":null,"source":{"id":"https://openalex.org/S4306400069","display_name":"Investigative News in Education (Universidad de Costa Rica)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I198243066","host_organization_name":"Universidad Nacional","host_organization_lineage":["https://openalex.org/I198243066"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, 12","raw_type":"art\u00edculo original"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3501157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3501157","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6019049526","display_name":"IMPROVING THE PATIENT JOURNEY IN TELEMEDICINE USING PROCESS MINING","funder_award_id":"11230708","funder_id":"https://openalex.org/F4320331146","funder_display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo"}],"funders":[{"id":"https://openalex.org/F4320331146","display_name":"Agencia Nacional de Investigaci\u00f3n y Desarrollo","ror":null},{"id":"https://openalex.org/F4320338073","display_name":"Fondo Nacional de Desarrollo Cient\u00edfico y Tecnol\u00f3gico","ror":"https://ror.org/02ap3w078"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4286286229","https://openalex.org/W3013695871","https://openalex.org/W832025121","https://openalex.org/W3137799461","https://openalex.org/W2978526090","https://openalex.org/W4388182499","https://openalex.org/W3013098282","https://openalex.org/W2918066515","https://openalex.org/W2025716876","https://openalex.org/W2578850146"],"abstract_inverted_index":{"Organizations":[0],"are":[1,17,104],"increasingly":[2],"incorporating":[3],"new":[4],"strategies":[5],"to":[6,49,67,111,130,142,197,239,255,275,278],"ensure":[7],"that":[8,258,268],"the":[9,14,24,46,78,97,181,185,194,202,208,217,229,232,237,248,264,276,280,291],"complex":[10],"processes":[11],"involved":[12],"in":[13,40,45,52,70,100,106,193,216,253,273,290],"healthcare":[15,47,205],"sector":[16],"comprehensively":[18],"understood":[19],"and":[20,30,58,81,137,157,171,184,190,201,263,271],"enhanced.":[21],"This":[22],"includes":[23],"adoption":[25],"of":[26,64,77,108,176,204,219,231,250,266,282,293],"process":[27,31,53],"mining":[28],"(PM)":[29],"simulation":[32],"(PS),":[33],"which":[34,101,126,279],"have":[35,60,235,259],"been":[36,260],"used":[37],"separately":[38],"or":[39],"combination":[41,86,284],"with":[42,160],"one":[43],"another":[44],"field":[48,292],"assist":[50],"decision-makers":[51],"optimization.":[54],"Although":[55],"both":[56,102],"PM":[57,270],"PS":[59],"provided":[61],"a":[62,92,149,161,288],"number":[63],"valuable":[65],"contributions":[66],"healthcare,":[68],"analysis":[69,76,195],"existing":[71],"literature":[72,93],"is":[73,212],"lacking":[74],"regarding":[75],"benefits,":[79],"limitations,":[80],"tools":[82],"derived":[83],"from":[84,125],"their":[85,109],"thereof.":[87],"The":[88,146,174],"present":[89,233],"article":[90,234],"conducts":[91],"review,":[94],"based":[95],"on":[96,152,221],"PRISMA":[98],"methodology,":[99],"disciplines":[103],"analyzed":[105],"terms":[107],"application":[110],"healthcare.":[112,294],"By":[113],"reviewing":[114],"distinct":[115],"scholarly":[116],"databases,":[117],"31":[118],"research":[119,182],"studies":[120,252],"were":[121],"selected":[122],"for":[123,163,243],"analysis,":[124],"it":[127],"was":[128],"possible":[129],"characterize":[131],"case":[132,251],"studies,":[133,183],"techniques,":[134],"tools,":[135,165],"perspectives":[136],"algorithms,":[138],"as":[139,141,167,287],"well":[140],"identify":[143],"key":[144],"limitations.":[145],"results":[147],"indicate":[148],"stronger":[150],"focus":[151],"medical":[153,256],"fields":[154,257],"including":[155],"cardiology":[156],"emergency":[158],"departments,":[159],"preference":[162],"software":[164,267],"such":[166],"ProM,":[168],"Disco,":[169],"Arena,":[170],"CPN":[172],"Tools.":[173],"use":[175],"real":[177],"data":[178,198],"predominates":[179],"across":[180],"two":[186],"most":[187],"commonly":[188],"identified":[189],"detailed":[191],"limitations":[192],"relate":[196],"quality":[199],"issues":[200],"involvement":[203],"experts":[206],"throughout":[207],"analysis.":[209],"Moreover,":[210],"there":[211],"an":[213],"increasing":[214],"interest":[215],"publications":[218],"papers":[220],"these":[222],"topics":[223],"within":[224],"Latin":[225],"America.":[226],"Finally,":[227],"through":[228],"findings":[230],"led":[236],"authors":[238],"propose":[240],"several":[241],"opportunities":[242],"future":[244],"research.":[245],"For":[246],"example,":[247],"compilation":[249],"relation":[254],"historically":[261],"overlooked,":[262],"availability":[265],"integrates":[269],"PS,":[272],"addition":[274],"extent":[277],"usefulness":[281],"this":[283],"may":[285],"improve":[286],"result":[289]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
