{"id":"https://openalex.org/W2791506863","doi":"https://doi.org/10.1007/978-3-319-77703-0_104","title":"Health Data Analytics: A Proposal to Measure Hospitals Information Systems Maturity","display_name":"Health Data Analytics: A Proposal to Measure Hospitals Information Systems Maturity","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791506863","doi":"https://doi.org/10.1007/978-3-319-77703-0_104","mag":"2791506863"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-77703-0_104","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77703-0_104","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5083552356","display_name":"Jo\u00e3o Vidal Carvalho","orcid":"https://orcid.org/0000-0001-9727-0557"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Vidal Carvalho","raw_affiliation_strings":["Polit\u00e9cnico do Porto, ISCAP, CEOS.PP, S\u00e3o Mamede de Infesta, Matosinhos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polit\u00e9cnico do Porto, ISCAP, CEOS.PP, S\u00e3o Mamede de Infesta, Matosinhos, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088469315","display_name":"\u00c3\u0081lvaro Rocha","orcid":"https://orcid.org/0000-0002-0750-8187"},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"\u00c1lvaro Rocha","raw_affiliation_strings":["Departamento de Engenharia Inform\u00e1tica, Universidade de Coimbra, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Inform\u00e1tica, Universidade de Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033486483","display_name":"Jos\u00e9 Braga de Vasconcelos","orcid":"https://orcid.org/0000-0001-7580-1281"},"institutions":[{"id":"https://openalex.org/I4210091481","display_name":"Atl\u00e2ntica Instituto Universit\u00e1rio","ror":"https://ror.org/00jrpyg10","country_code":"PT","type":"education","lineage":["https://openalex.org/I4210091481"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Vasconcelos","raw_affiliation_strings":["Universidade Atl\u00e2ntica, Barcarena, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidade Atl\u00e2ntica, Barcarena, Portugal","institution_ids":["https://openalex.org/I4210091481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062194711","display_name":"Ant\u00f3nio Abreu","orcid":"https://orcid.org/0000-0001-5958-9188"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ant\u00f3nio Abreu","raw_affiliation_strings":["Polit\u00e9cnico do Porto, ISCAP, CEOS.PP, S\u00e3o Mamede de Infesta, Matosinhos, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Polit\u00e9cnico do Porto, ISCAP, CEOS.PP, S\u00e3o Mamede de Infesta, Matosinhos, Portugal","institution_ids":["https://openalex.org/I83863532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6423,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63485194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1071","last_page":"1080"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973000288009644,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9973000288009644,"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/T11719","display_name":"Data Quality and Management","score":0.9829999804496765,"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"}},{"id":"https://openalex.org/T11572","display_name":"Information Technology Governance and Strategy","score":0.9642999768257141,"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/capability-maturity-model","display_name":"Capability Maturity Model","score":0.8817932605743408},{"id":"https://openalex.org/keywords/maturity","display_name":"Maturity (psychological)","score":0.8738406896591187},{"id":"https://openalex.org/keywords/service-integration-maturity-model","display_name":"Service Integration Maturity Model","score":0.5906164050102234},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.559339165687561},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.550998330116272},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5464332699775696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4729314148426056},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.44962817430496216},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.44627177715301514},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4431699514389038},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.43883875012397766},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4379331171512604},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4322354197502136},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42003148794174194},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.412725031375885},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3852000832557678},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2541288137435913},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2136232852935791},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1639852225780487},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11726850271224976},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1128440797328949},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0887300968170166},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07712724804878235}],"concepts":[{"id":"https://openalex.org/C85890633","wikidata":"https://www.wikidata.org/wiki/Q929673","display_name":"Capability Maturity Model","level":3,"score":0.8817932605743408},{"id":"https://openalex.org/C101433766","wikidata":"https://www.wikidata.org/wiki/Q3543263","display_name":"Maturity (psychological)","level":2,"score":0.8738406896591187},{"id":"https://openalex.org/C73890322","wikidata":"https://www.wikidata.org/wiki/Q7455693","display_name":"Service Integration Maturity Model","level":4,"score":0.5906164050102234},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.559339165687561},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.550998330116272},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5464332699775696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4729314148426056},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.44962817430496216},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.44627177715301514},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4431699514389038},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.43883875012397766},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4379331171512604},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4322354197502136},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42003148794174194},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.412725031375885},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3852000832557678},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2541288137435913},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2136232852935791},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1639852225780487},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11726850271224976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1128440797328949},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0887300968170166},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07712724804878235},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-77703-0_104","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77703-0_104","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2252777","https://openalex.org/W109081069","https://openalex.org/W290348649","https://openalex.org/W328303340","https://openalex.org/W1606374536","https://openalex.org/W1945221235","https://openalex.org/W2011720015","https://openalex.org/W2034456467","https://openalex.org/W2037027277","https://openalex.org/W2044689761","https://openalex.org/W2081737649","https://openalex.org/W2117854714","https://openalex.org/W2133394105","https://openalex.org/W2136451344","https://openalex.org/W2138980717","https://openalex.org/W2149796504","https://openalex.org/W2151461605","https://openalex.org/W2336360324","https://openalex.org/W2519564115","https://openalex.org/W2528590917","https://openalex.org/W2554832586","https://openalex.org/W2739260680","https://openalex.org/W2780811731","https://openalex.org/W3151685851"],"related_works":["https://openalex.org/W2806063704","https://openalex.org/W2889844859","https://openalex.org/W2530870121","https://openalex.org/W3175617745","https://openalex.org/W2912268755","https://openalex.org/W2992877076","https://openalex.org/W797518012","https://openalex.org/W2734763330","https://openalex.org/W2961659353","https://openalex.org/W4384822944"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}