{"id":"https://openalex.org/W4376117774","doi":"https://doi.org/10.3233/shti230036","title":"Making a Virtue of Necessity \u2013 A Highly Structured Clinical Data Warehouse as the Source of Assured Truth in a Hospital","display_name":"Making a Virtue of Necessity \u2013 A Highly Structured Clinical Data Warehouse as the Source of Assured Truth in a Hospital","publication_year":2023,"publication_date":"2023-05-02","ids":{"openalex":"https://openalex.org/W4376117774","doi":"https://doi.org/10.3233/shti230036","pmid":"https://pubmed.ncbi.nlm.nih.gov/37172177"},"language":"en","primary_location":{"id":"doi:10.3233/shti230036","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230036","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230036","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230036","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042923403","display_name":"Werner O. Hackl","orcid":"https://orcid.org/0000-0002-2688-3396"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Werner O. Hackl","raw_affiliation_strings":["Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044116629","display_name":"Sabrina Neururer","orcid":"https://orcid.org/0000-0003-3827-4376"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]},{"id":"https://openalex.org/I4210121717","display_name":"Tirol Kliniken","ror":"https://ror.org/028ze1052","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210121717"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Sabrina B. Neururer","raw_affiliation_strings":["Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]},{"raw_affiliation_string":"Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria","institution_ids":["https://openalex.org/I4210121717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065774911","display_name":"Marco Schweitzer","orcid":"https://orcid.org/0000-0001-8745-909X"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marco Schweitzer","raw_affiliation_strings":["Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074776782","display_name":"Bernhard Pfeifer","orcid":"https://orcid.org/0000-0003-1507-1015"},"institutions":[{"id":"https://openalex.org/I4210114246","display_name":"UMIT - Private Universit\u00e4t f\u00fcr Gesundheitswissenschaften, Medizinische Informatik und Technik","ror":"https://ror.org/02d0kps43","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210114246"]},{"id":"https://openalex.org/I4210121717","display_name":"Tirol Kliniken","ror":"https://ror.org/028ze1052","country_code":"AT","type":"healthcare","lineage":["https://openalex.org/I4210121717"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Bernhard Pfeifer","raw_affiliation_strings":["Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division for Digital Medicine and Telehealth, UMIT TIROL \u2013 Private University for Health Sciences and Health Technology, Hall in Tirol, Austria","institution_ids":["https://openalex.org/I4210114246"]},{"raw_affiliation_string":"Tyrolean Federal Institute for Integrated Care, Tirol Kliniken GmbH, Innsbruck, Austria","institution_ids":["https://openalex.org/I4210121717"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0232,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87117639,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"301","issue":null,"first_page":"180","last_page":"185"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9873999953269958,"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/T11719","display_name":"Data Quality and Management","score":0.9873999953269958,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10350","display_name":"Electronic Health Records Systems","score":0.9491999745368958,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-warehouse","display_name":"Data warehouse","score":0.8684256672859192},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.664030909538269},{"id":"https://openalex.org/keywords/business-intelligence","display_name":"Business intelligence","score":0.5225581526756287},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.48223790526390076},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4625643193721771},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.46220800280570984},{"id":"https://openalex.org/keywords/dimensional-modeling","display_name":"Dimensional modeling","score":0.43497219681739807},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.42500782012939453},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4093550145626068},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08513280749320984}],"concepts":[{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.8684256672859192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.664030909538269},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.5225581526756287},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.48223790526390076},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4625643193721771},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.46220800280570984},{"id":"https://openalex.org/C143008350","wikidata":"https://www.wikidata.org/wiki/Q3432172","display_name":"Dimensional modeling","level":2,"score":0.43497219681739807},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.42500782012939453},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4093550145626068},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08513280749320984},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006751","descriptor_name":"Hospital Information Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006761","descriptor_name":"Hospitals","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D028722","descriptor_name":"Virtues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D028722","descriptor_name":"Virtues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D028722","descriptor_name":"Virtues","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti230036","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230036","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230036","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:37172177","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37172177","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":{"id":"doi:10.3233/shti230036","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti230036","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI230036","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5799999833106995}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4376117774.pdf"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W99382087","https://openalex.org/W2159043465","https://openalex.org/W2279873389","https://openalex.org/W2521913610","https://openalex.org/W2889431808","https://openalex.org/W2913785884","https://openalex.org/W3197436887"],"related_works":["https://openalex.org/W2369215403","https://openalex.org/W2587054594","https://openalex.org/W208715492","https://openalex.org/W1508412218","https://openalex.org/W2581040172","https://openalex.org/W3119296476","https://openalex.org/W2742521120","https://openalex.org/W2362581214","https://openalex.org/W4248501364","https://openalex.org/W2189235061"],"abstract_inverted_index":{"Data-driven":[0],"decision-making":[1],"in":[2,9,22,75,87],"health":[3],"care":[4],"is":[5,27,156,170,183],"becoming":[6],"increasingly":[7],"important":[8],"daily":[10],"clinical":[11,39,48,165],"use.":[12],"A":[13,63],"data":[14,40,49,56,74,101,105,155,166],"warehouse,":[15],"storing":[16],"all":[17,70,146],"the":[18,81,88,99,104,119,122,125,161],"clinically":[19],"relevant":[20],"information":[21,72,90],"a":[23,28,38,76,92,164],"highly":[24],"structured":[25,152],"way,":[26],"primary":[29],"basis":[30],"for":[31,113,192],"achieving":[32],"this":[33],"goal.":[34],"We":[35],"are":[36,111],"developing":[37],"warehouse":[41,106,167],"where":[42],"more":[43],"than":[44],"20":[45],"years":[46],"of":[47,84,148,157,163],"can":[50,60,137],"be":[51,61],"persisted,":[52],"and":[53,130,139,142,150,153,176,188],"newly":[54],"generated":[55],"from":[57,121],"different":[58],"sources":[59,102],"integrated.":[62],"back":[64],"room":[65,117],"was":[66,95],"created":[67],"to":[68,80,124,172,185],"store":[69],"hospital":[71,89],"system":[73],"PostgreSQL":[77],"database.":[78],"Due":[79],"enormous":[82],"number":[83],"diverse":[85],"forms":[86],"system,":[91,168],"broker":[93],"service":[94],"developed":[96],"that":[97],"integrates":[98],"individual":[100],"into":[103],"as":[107,109],"soon":[108],"they":[110],"released":[112],"storage.":[114],"The":[115],"front":[116],"represents":[118],"interface":[120],"infrastructure":[123],"targeted":[126],"analysis.":[127],"Database":[128],"query":[129],"visualization":[131],"tools":[132,136],"or":[133],"business":[134,149],"intelligence":[135],"display":[138],"analyze":[140],"processed":[141],"interleaved":[143],"data.":[144],"In":[145],"areas":[147],"medicine,":[151],"quality-adjusted":[154],"major":[158],"importance.":[159],"With":[160],"help":[162],"it":[169,182],"possible":[171,184],"perform":[173],"patient-centered":[174],"analyses":[175],"thus":[177],"realize":[178],"optimal":[179],"therapy.":[180],"Furthermore,":[181],"provide":[186],"staff":[187],"management":[189],"with":[190],"dashboards":[191],"control":[193],"purposes.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}