{"id":"https://openalex.org/W4283369173","doi":"https://doi.org/10.3390/ijgi11070356","title":"Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response","display_name":"Associative Analysis of Inefficiencies and Station Activity Levels in Emergency Response","publication_year":2022,"publication_date":"2022-06-23","ids":{"openalex":"https://openalex.org/W4283369173","doi":"https://doi.org/10.3390/ijgi11070356"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi11070356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11070356","pdf_url":"https://www.mdpi.com/2220-9964/11/7/356/pdf?version=1655976598","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2220-9964/11/7/356/pdf?version=1655976598","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038162749","display_name":"Thomas James Tiam-Lee","orcid":"https://orcid.org/0000-0003-1820-3984"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Thomas James Tiam-Lee","raw_affiliation_strings":["INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1820-3984","affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051416230","display_name":"Rui Henriques","orcid":"https://orcid.org/0000-0002-3993-0171"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui Henriques","raw_affiliation_strings":["INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-3993-0171","affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033377932","display_name":"Vasco Manquinho","orcid":"https://orcid.org/0000-0002-4205-2189"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Vasco Manquinho","raw_affiliation_strings":["INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4205-2189","affiliations":[{"raw_affiliation_string":"INESC-ID, Instituto Superior Tecnico, Universidade de Lisboa, 1000-029 Lisbon, Portugal","institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038162749"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I141596103"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07027971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"7","first_page":"356","last_page":"356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11502","display_name":"Facility Location and Emergency Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"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/T11502","display_name":"Facility Location and Emergency Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"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/T10298","display_name":"Urban Transport and Accessibility","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11467","display_name":"Trauma and Emergency Care Studies","score":0.9613000154495239,"subfield":{"id":"https://openalex.org/subfields/2711","display_name":"Emergency Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/emergency-response","display_name":"Emergency response","score":0.6719384789466858},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6002116799354553},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.5301619172096252},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.468911737203598},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.44869235157966614},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.43459463119506836},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.2551864683628082},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14870396256446838},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14017453789710999},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09941449761390686},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07842850685119629}],"concepts":[{"id":"https://openalex.org/C3017997152","wikidata":"https://www.wikidata.org/wiki/Q814610","display_name":"Emergency response","level":2,"score":0.6719384789466858},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6002116799354553},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.5301619172096252},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.468911737203598},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.44869235157966614},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.43459463119506836},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.2551864683628082},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14870396256446838},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14017453789710999},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09941449761390686},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07842850685119629},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/ijgi11070356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11070356","pdf_url":"https://www.mdpi.com/2220-9964/11/7/356/pdf?version=1655976598","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:09173deb42804294b01aa0b8d7fd9b60","is_oa":true,"landing_page_url":"https://doaj.org/article/09173deb42804294b01aa0b8d7fd9b60","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":"ISPRS International Journal of Geo-Information, Vol 11, Iss 7, p 356 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2220-9964/11/7/356/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/ijgi11070356","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"ISPRS International Journal of Geo-Information; Volume 11; Issue 7; Pages: 356","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/ijgi11070356","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi11070356","pdf_url":"https://www.mdpi.com/2220-9964/11/7/356/pdf?version=1655976598","source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2118988420","display_name":"Data2Help: Ci\u00eancia de Dados para Optimiza\u00e7\u00e3o de Servi\u00e7os de Emerg\u00eancia M\u00e9dica","funder_award_id":"DSAIPA/AI/0044/2018","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G2441341484","display_name":"Instituto de Engenharia de Sistemas e Computadores, Investiga\u00e7\u00e3o e Desenvolvimento em Lisboa","funder_award_id":"UIDB/50021/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3492194213","display_name":null,"funder_award_id":"DSAIPA/AI/0111/2018","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4283369173.pdf","grobid_xml":"https://content.openalex.org/works/W4283369173.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W156499095","https://openalex.org/W1598399595","https://openalex.org/W1673310716","https://openalex.org/W1976122053","https://openalex.org/W1998571077","https://openalex.org/W2013979699","https://openalex.org/W2022513881","https://openalex.org/W2040802933","https://openalex.org/W2059035699","https://openalex.org/W2098428248","https://openalex.org/W2145262290","https://openalex.org/W2191864936","https://openalex.org/W2235982040","https://openalex.org/W2419155106","https://openalex.org/W2522253829","https://openalex.org/W2539508357","https://openalex.org/W2592359670","https://openalex.org/W2613301441","https://openalex.org/W2753255235","https://openalex.org/W2775757713","https://openalex.org/W2791934932","https://openalex.org/W2793538957","https://openalex.org/W2883386965","https://openalex.org/W2895985295","https://openalex.org/W2909717188","https://openalex.org/W2913065445","https://openalex.org/W3015100708","https://openalex.org/W3025603304","https://openalex.org/W3080525044","https://openalex.org/W3108977505","https://openalex.org/W3126854480","https://openalex.org/W3129301637","https://openalex.org/W3159537630","https://openalex.org/W3186851206","https://openalex.org/W3190539972","https://openalex.org/W3192305788","https://openalex.org/W3200578865","https://openalex.org/W3205357046","https://openalex.org/W4213209079","https://openalex.org/W4255591116","https://openalex.org/W6668254798","https://openalex.org/W6775503621"],"related_works":["https://openalex.org/W2081647779","https://openalex.org/W4311623251","https://openalex.org/W4237750775","https://openalex.org/W2071737202","https://openalex.org/W1995096527","https://openalex.org/W1557131115","https://openalex.org/W2084878814","https://openalex.org/W3122779329","https://openalex.org/W2014869581","https://openalex.org/W2464768908"],"abstract_inverted_index":{"Emergency":[0],"medical":[1,18,126],"services":[2],"(EMS)":[3],"around":[4],"the":[5,8,50,160],"world":[6],"face":[7],"challenging":[9],"task":[10],"of":[11,34,52,63,73,97,110,145,147],"allocating":[12],"resources":[13],"to":[14,17,30,59,106,114,150,173],"efficiently":[15,88],"respond":[16],"emergencies":[19],"within":[20],"a":[21,77,122,168],"geographical":[22,164],"area.":[23],"While":[24],"several":[25],"studies":[26],"have":[27,47],"been":[28],"done":[29],"improve":[31],"various":[32],"aspects":[33],"EMS,":[35],"such":[36],"as":[37,167],"ambulance":[38,98],"dispatch":[39,112],"planning":[40],"and":[41,100,163],"station":[42],"placement":[43],"optimization,":[44],"few":[45],"works":[46],"focused":[48],"on":[49,94,121],"assessment":[51],"existing":[53],"rich":[54],"real-world":[55],"emergency":[56,84,127,152],"response":[57,75,85,91],"data":[58],"systematically":[60],"identify":[61],"areas":[62],"improvement.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68,134],"propose":[69],"DAPI":[70,87,118],"(data-driven":[71],"analysis":[72],"potential":[74,90],"inefficiencies),":[76],"general":[78],"tool":[79,172],"for":[80],"analyzing":[81],"inefficiencies":[82,139],"in":[83,129,132,176],"datasets.":[86],"identifies":[89],"bottlenecks":[92],"based":[93],"spatial":[95],"distributions":[96],"responses":[99,128],"statistically":[101],"assesses":[102],"them":[103],"with":[104,142,159],"respect":[105],"inferred":[107],"activity":[108,146],"levels":[109,144],"relevant":[111],"stations":[113,148],"aid":[115,174],"causality":[116],"analysis.":[117],"is":[119],"applied":[120],"dataset":[123],"containing":[124],"all":[125],"mainland":[130],"Portugal,":[131],"which":[133],"find":[135],"statistical":[136],"evidence":[137],"that":[138],"are":[140],"correlated":[141],"high":[143],"closer":[149],"an":[151],"location.":[153],"We":[154],"present":[155],"these":[156],"findings,":[157],"along":[158],"associated":[161],"patterns":[162],"clusters,":[165],"serving":[166],"valuable":[169],"decision":[170],"support":[171],"EMS":[175],"improving":[177],"their":[178],"operations.":[179]},"counts_by_year":[],"updated_date":"2026-06-22T08:00:12.763002","created_date":"2022-06-25T00:00:00"}
