{"id":"https://openalex.org/W2178495997","doi":"https://doi.org/10.1007/s10916-015-0374-4","title":"Multi-Agent-Based Simulation of a Complex Ecosystem of Mental Health Care","display_name":"Multi-Agent-Based Simulation of a Complex Ecosystem of Mental Health Care","publication_year":2015,"publication_date":"2015-11-21","ids":{"openalex":"https://openalex.org/W2178495997","doi":"https://doi.org/10.1007/s10916-015-0374-4","mag":"2178495997","pmid":"https://pubmed.ncbi.nlm.nih.gov/26590977"},"language":"en","primary_location":{"id":"doi:10.1007/s10916-015-0374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-015-0374-4","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-015-0374-4.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-015-0374-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015994825","display_name":"Alan Kalton","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alan Kalton","raw_affiliation_strings":["IBM Research, Nairobi, Kenya"],"affiliations":[{"raw_affiliation_string":"IBM Research, Nairobi, Kenya","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066149358","display_name":"Erin Falconer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210086062","display_name":"Otsuka (United States)","ror":"https://ror.org/00ew4na22","country_code":"US","type":"company","lineage":["https://openalex.org/I114030911","https://openalex.org/I4210086062"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Erin Falconer","raw_affiliation_strings":["Medical Affairs, Otsuka America Pharmaceutical, Inc., Princeton, NJ, USA. erin.falconer@otsuka-us.com","Medical Affairs, Otsuka America Pharmaceutical, Inc., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Medical Affairs, Otsuka America Pharmaceutical, Inc., Princeton, NJ, USA. erin.falconer@otsuka-us.com","institution_ids":[]},{"raw_affiliation_string":"Medical Affairs, Otsuka America Pharmaceutical, Inc., Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210086062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060004312","display_name":"John P. Docherty","orcid":"https://orcid.org/0000-0002-7400-8326"},"institutions":[{"id":"https://openalex.org/I4210086062","display_name":"Otsuka (United States)","ror":"https://ror.org/00ew4na22","country_code":"US","type":"company","lineage":["https://openalex.org/I114030911","https://openalex.org/I4210086062"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Docherty","raw_affiliation_strings":["Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Otsuka Pharmaceutical Development & Commercialization, Inc., Princeton, NJ, USA","institution_ids":["https://openalex.org/I4210086062"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020290771","display_name":"Dimitris Alevras","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dimitris Alevras","raw_affiliation_strings":["IBM Global Business Services, West Chester, PA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Global Business Services, West Chester, PA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046555579","display_name":"David H. Brann","orcid":"https://orcid.org/0000-0001-8844-8886"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Brann","raw_affiliation_strings":["IBM Global Business Services, Costa Mesa, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Global Business Services, Costa Mesa, CA, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082477785","display_name":"Kyle Johnson","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Johnson","raw_affiliation_strings":["IBM Global Business Services, Pittsburgh, PA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Global Business Services, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5066149358"],"corresponding_institution_ids":["https://openalex.org/I4210086062"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":2.8849,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.91197937,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"40","issue":"2","first_page":"39","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.9810000061988831,"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"}},"topics":[{"id":"https://openalex.org/T14509","display_name":"demographic modeling and climate adaptation","score":0.9810000061988831,"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":0.6398670673370361},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5632381439208984},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5575630068778992},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.5193679928779602},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.5039135813713074},{"id":"https://openalex.org/keywords/criminal-justice","display_name":"Criminal justice","score":0.47054794430732727},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.373687207698822},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36907723546028137},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.364329993724823},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3467402458190918},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3303724527359009},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19661912322044373},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19616097211837769},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16088303923606873},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14235571026802063},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14232906699180603},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.11734059453010559},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11053946614265442}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6398670673370361},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5632381439208984},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5575630068778992},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.5193679928779602},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.5039135813713074},{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.47054794430732727},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.373687207698822},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36907723546028137},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.364329993724823},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3467402458190918},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3303724527359009},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19661912322044373},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19616097211837769},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16088303923606873},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14235571026802063},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14232906699180603},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.11734059453010559},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11053946614265442},{"id":"https://openalex.org/C73484699","wikidata":"https://www.wikidata.org/wiki/Q161733","display_name":"Criminology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003418","descriptor_name":"Criminology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D003418","descriptor_name":"Criminology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D003418","descriptor_name":"Criminology","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008605","descriptor_name":"Mental Health Services","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D008605","descriptor_name":"Mental Health Services","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D008605","descriptor_name":"Mental Health Services","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010346","descriptor_name":"Patient Care Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D010346","descriptor_name":"Patient Care Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D010346","descriptor_name":"Patient Care Management","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D012947","descriptor_name":"Social Work","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D012947","descriptor_name":"Social Work","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false},{"descriptor_ui":"D012947","descriptor_name":"Social Work","qualifier_ui":"Q000458","qualifier_name":"organization & administration","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10916-015-0374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-015-0374-4","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-015-0374-4.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},{"id":"pmid:26590977","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26590977","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of medical systems","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:4655012","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4655012","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Med Syst","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10916-015-0374-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10916-015-0374-4","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10916-015-0374-4.pdf","source":{"id":"https://openalex.org/S37151855","display_name":"Journal of Medical Systems","issn_l":"0148-5598","issn":["0148-5598","1573-689X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Medical Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311066","display_name":"Otsuka America Pharmaceutical","ror":"https://ror.org/00ew4na22"},{"id":"https://openalex.org/F4320318729","display_name":"Otsuka America","ror":null},{"id":"https://openalex.org/F4320324177","display_name":"Otsuka Pharmaceutical","ror":"https://ror.org/013k5y296"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2178495997.pdf","grobid_xml":"https://content.openalex.org/works/W2178495997.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W70314342","https://openalex.org/W1783773849","https://openalex.org/W1972288831","https://openalex.org/W2000606004","https://openalex.org/W2043882761","https://openalex.org/W2109062154","https://openalex.org/W2143319111","https://openalex.org/W2167951823","https://openalex.org/W2183345904","https://openalex.org/W2489011551","https://openalex.org/W2495099250","https://openalex.org/W2497451661","https://openalex.org/W4234147266","https://openalex.org/W4246733329"],"related_works":["https://openalex.org/W2124655189","https://openalex.org/W1993282409","https://openalex.org/W2983008726","https://openalex.org/W2003798170","https://openalex.org/W4380886672","https://openalex.org/W2314082507","https://openalex.org/W2808460530","https://openalex.org/W4380684963","https://openalex.org/W3045218883","https://openalex.org/W1977799441"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,11,34,39,57,62,68,80,84,93,98,103,117],"creation":[4],"of":[5,13,21,53,72,89,109,116,134],"an":[6,106],"Agent-Based":[7],"Simulation":[8],"that":[9],"modeled":[10],"introduction":[12,133],"care":[14,22,135],"coordination":[15,136],"capabilities":[16],"into":[17,83,128],"a":[18,50],"complex":[19,51],"system":[20,110],"for":[23],"patients":[24,37],"with":[25,48],"Serious":[26],"and":[27,38,42,67,70,78],"Persistent":[28],"Mental":[29],"Illness.":[30],"The":[31],"model":[32,85,104],"describes":[33],"engagement":[35],"between":[36],"medical,":[40],"social":[41],"criminal":[43],"justice":[44],"services":[45],"they":[46],"interact":[47],"in":[49,60],"ecosystem":[52],"care.":[54],"We":[55,95],"outline":[56],"challenges":[58],"involved":[59],"developing":[61],"model,":[63],"including":[64],"process":[65],"mapping":[66],"collection":[69],"synthesis":[71],"data":[73],"to":[74,86,92,101,105,121],"support":[75,87],"parametric":[76],"estimates,":[77],"describe":[79,97],"controls":[81],"built":[82],"analysis":[88],"potential":[90,129],"changes":[91],"system.":[94],"also":[96],"approach":[99],"taken":[100],"calibrate":[102],"observable":[107],"level":[108],"performance.":[111],"Preliminary":[112],"results":[113],"from":[114,132],"application":[115],"simulation":[118],"are":[119],"provided":[120],"demonstrate":[122],"how":[123],"it":[124],"can":[125],"provide":[126],"insights":[127],"improvements":[130],"deriving":[131],"technology.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
