{"id":"https://openalex.org/W2622390435","doi":"https://doi.org/10.1057/s41274-017-0267-7","title":"A BPMN extension to support discrete-event simulation for healthcare applications: an explicit representation of queues, attributes and data-driven decision points","display_name":"A BPMN extension to support discrete-event simulation for healthcare applications: an explicit representation of queues, attributes and data-driven decision points","publication_year":2017,"publication_date":"2017-07-03","ids":{"openalex":"https://openalex.org/W2622390435","doi":"https://doi.org/10.1057/s41274-017-0267-7","mag":"2622390435"},"language":"en","primary_location":{"id":"doi:10.1057/s41274-017-0267-7","is_oa":false,"landing_page_url":"https://doi.org/10.1057/s41274-017-0267-7","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.manchester.ac.uk/portal/en/publications/a-bpmn-extension-to-support-discreteevent-simulation-for-healthcare-applications(b339837d-70c5-4907-84de-c74d58b87324).html","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006506600","display_name":"Bhakti Stephan Onggo","orcid":"https://orcid.org/0000-0001-5899-304X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"B. S. S. Onggo","raw_affiliation_strings":["Department of Management Science, Lancaster University Management School, Lancaster University, Lancaster, UK"],"affiliations":[{"raw_affiliation_string":"Department of Management Science, Lancaster University Management School, Lancaster University, Lancaster, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067052414","display_name":"Nathan Proudlove","orcid":"https://orcid.org/0000-0002-1176-8088"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"N. C. Proudlove","raw_affiliation_strings":["Alliance Manchester Business School, University of Manchester, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"Alliance Manchester Business School, University of Manchester, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108632687","display_name":"S. A. D\u2019Ambrogio","orcid":null},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"S. A. D\u2019Ambrogio","raw_affiliation_strings":["Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028748420","display_name":"Armando Calabrese","orcid":"https://orcid.org/0000-0002-4035-5717"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Calabrese","raw_affiliation_strings":["Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077264936","display_name":"Stefania Bisogno","orcid":null},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefania Bisogno","raw_affiliation_strings":["Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025580728","display_name":"Nathan Levialdi Ghiron","orcid":"https://orcid.org/0000-0003-0742-9988"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"N. Levialdi Ghiron","raw_affiliation_strings":["Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Enterprise Engineering, University of Rome \u201cTor Vergata\u201d, Rome, Italy","institution_ids":["https://openalex.org/I116067653"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006506600"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":8.0198,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.9746965,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"69","issue":"5","first_page":"788","last_page":"802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11773","display_name":"Healthcare Operations and Scheduling Optimization","score":0.9983000159263611,"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":0.9983000159263611,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9950000047683716,"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/business-process-model-and-notation","display_name":"Business Process Model and Notation","score":0.8675321340560913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7464726567268372},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.5297632813453674},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.529413104057312},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.5129522681236267},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.47642549872398376},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.45712393522262573},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.41682425141334534},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4137248992919922},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.1975398063659668},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.13288715481758118},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.10568317770957947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10066160559654236}],"concepts":[{"id":"https://openalex.org/C179299601","wikidata":"https://www.wikidata.org/wiki/Q1017605","display_name":"Business Process Model and Notation","level":5,"score":0.8675321340560913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7464726567268372},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.5297632813453674},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.529413104057312},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.5129522681236267},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.47642549872398376},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.45712393522262573},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.41682425141334534},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4137248992919922},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.1975398063659668},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.13288715481758118},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.10568317770957947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10066160559654236},{"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":6,"locations":[{"id":"doi:10.1057/s41274-017-0267-7","is_oa":false,"landing_page_url":"https://doi.org/10.1057/s41274-017-0267-7","pdf_url":null,"source":{"id":"https://openalex.org/S169988927","display_name":"Journal of the Operational Research Society","issn_l":"0160-5682","issn":["0160-5682","1476-9360"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319703","host_organization_name":"Palgrave Macmillan","host_organization_lineage":["https://openalex.org/P4310319703","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Palgrave Macmillan","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Operational Research Society","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/b339837d-70c5-4907-84de-c74d58b87324","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/a-bpmn-extension-to-support-discreteevent-simulation-for-healthcare-applications(b339837d-70c5-4907-84de-c74d58b87324).html","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.atira.dk:publications/b339837d-70c5-4907-84de-c74d58b87324","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/b339837d-70c5-4907-84de-c74d58b87324","pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/a-bpmn-extension-to-support-discreteevent-simulation-for-healthcare-applications(b339837d-70c5-4907-84de-c74d58b87324).html","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"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":"Onggo, S, Proudlove, N, D'Ambrogio, A, Calabrese, A, Bisogno, S & Levialdi Ghiron, N 2018, 'A BPMN extension to support discrete-event simulation for healthcare applications : an explicit representation of queues, attributes and data-driven decision points', Journal of the Operational Research Society, vol. 69, no. 5, pp. 788-802. https://doi.org/10.1057/s41274-017-0267-7","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:RePEc:taf:tjorxx:v:69:y:2018:i:5:p:788-802","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1057/s41274-017-0267-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:art.torvergata.it:2108/194482","is_oa":false,"landing_page_url":"http://hdl.handle.net/2108/194482","pdf_url":null,"source":{"id":"https://openalex.org/S4306400993","display_name":"Cineca Institutional Research Information System (Tor Vergata University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I116067653","host_organization_name":"University of Rome Tor Vergata","host_organization_lineage":["https://openalex.org/I116067653"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:eprints.soton.ac.uk:425084","is_oa":false,"landing_page_url":"https://eprints.soton.ac.uk/425084/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/b339837d-70c5-4907-84de-c74d58b87324","is_oa":true,"landing_page_url":null,"pdf_url":"https://www.research.manchester.ac.uk/portal/en/publications/a-bpmn-extension-to-support-discreteevent-simulation-for-healthcare-applications(b339837d-70c5-4907-84de-c74d58b87324).html","source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2622390435.pdf"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W73953222","https://openalex.org/W79503611","https://openalex.org/W84373810","https://openalex.org/W123872956","https://openalex.org/W172340306","https://openalex.org/W1575349515","https://openalex.org/W1964455426","https://openalex.org/W1981778605","https://openalex.org/W1988614677","https://openalex.org/W1997450146","https://openalex.org/W1997875983","https://openalex.org/W2002239630","https://openalex.org/W2007635065","https://openalex.org/W2038696051","https://openalex.org/W2044539392","https://openalex.org/W2045063946","https://openalex.org/W2045232810","https://openalex.org/W2048823690","https://openalex.org/W2050771751","https://openalex.org/W2068840797","https://openalex.org/W2071299715","https://openalex.org/W2077126472","https://openalex.org/W2082560817","https://openalex.org/W2086570909","https://openalex.org/W2093973224","https://openalex.org/W2098630511","https://openalex.org/W2126845242","https://openalex.org/W2127058676","https://openalex.org/W2138464849","https://openalex.org/W2139872812","https://openalex.org/W2150916393","https://openalex.org/W2159615493","https://openalex.org/W2182530887","https://openalex.org/W2211097326","https://openalex.org/W2339053383","https://openalex.org/W2343140889","https://openalex.org/W2505243461","https://openalex.org/W2622164492","https://openalex.org/W3147137466","https://openalex.org/W3148355482","https://openalex.org/W4206027098","https://openalex.org/W4245364883"],"related_works":["https://openalex.org/W1778671501","https://openalex.org/W2403967028","https://openalex.org/W3142251153","https://openalex.org/W2787262806","https://openalex.org/W2908501282","https://openalex.org/W1490765632","https://openalex.org/W237078725","https://openalex.org/W1914999433","https://openalex.org/W4312803163","https://openalex.org/W2766415476"],"abstract_inverted_index":{"Stakeholder":[0],"engagement":[1,26],"in":[2,8,135],"simulation":[3,36,85],"projects":[4],"is":[5,12,27,44,142],"important,":[6],"especially":[7],"healthcare":[9,73],"where":[10],"there":[11],"a":[13,35,55,71,84,96,116,136,146],"plurality":[14],"of":[15,33,49,54,98],"stakeholder":[16],"opinions,":[17],"objectives":[18],"and":[19,79,82,106],"power.":[20],"One":[21],"promising":[22],"approach":[23],"for":[24,89,119],"increasing":[25],"facilitated":[28,57],"modelling.":[29],"Currently,":[30],"the":[31,40,47,52,101],"complexity":[32],"producing":[34],"model":[37,86],"means":[38],"that":[39,62,140],"\u201cmodel":[41],"coding\u201d":[42],"stage":[43],"performed":[45],"without":[46],"involvement":[48],"stakeholders,":[50],"interrupting":[51],"possibility":[53],"fully":[56],"project.":[58],"Early":[59],"work":[60],"demonstrated":[61],"with":[63],"currently":[64,94],"available":[65],"software":[66],"tools":[67],"we":[68,114],"can":[69],"represent":[70,104,145],"simple":[72],"process":[74],"using":[75,125],"Business":[76],"Process":[77],"Model":[78],"Notation":[80],"(BPMN)":[81],"generate":[83],"automatically.":[87],"However,":[88],"more":[90,147],"complex":[91,148],"processes,":[92],"BPMN":[93,123],"has":[95],"number":[97],"limitations,":[99,113],"namely":[100],"ability":[102],"to":[103,122,129,144],"queues":[105],"data-driven":[107],"decision":[108],"points.":[109],"To":[110],"address":[111],"these":[112],"propose":[115],"conceptual":[117],"design":[118],"an":[120,130],"extension":[121],"(BPMN4SIM)":[124],"model-driven":[126],"architecture.":[127],"Application":[128],"elderly":[131],"emergency":[132],"care":[133],"pathway":[134],"UK":[137],"hospital":[138],"shows":[139],"BPMN4SIM":[141],"able":[143],"business":[149],"process.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2017-06-15T00:00:00"}