{"id":"https://openalex.org/W2741171329","doi":"https://doi.org/10.3233/978-1-61499-781-8-140","title":"Implications and Modelling of Data Quality on Confidence of Clinical Decision Support: A Conceptual Framework","display_name":"Implications and Modelling of Data Quality on Confidence of Clinical Decision Support: A Conceptual Framework","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2741171329","doi":"https://doi.org/10.3233/978-1-61499-781-8-140","mag":"2741171329","pmid":"https://pubmed.ncbi.nlm.nih.gov/28679907"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-781-8-140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-781-8-140","pdf_url":null,"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":null,"license_id":null,"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":"green","oa_url":"http://wrap.warwick.ac.uk/89995/7/WRAP-Implications-and-modelling-of-data-quality-Despotou-2017.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Despotou George","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Despotou George","raw_affiliation_strings":["Institute of Digital Healthcare, WMG, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, WMG, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103260580","display_name":"Richard W. Jones","orcid":"https://orcid.org/0009-0004-5789-7872"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jones Richard W.","raw_affiliation_strings":["School of Engineering, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060231334","display_name":"Konstantinos Katzis","orcid":"https://orcid.org/0000-0002-1470-2105"},"institutions":[{"id":"https://openalex.org/I201118511","display_name":"European University Cyprus","ror":"https://ror.org/04xp48827","country_code":"CY","type":"education","lineage":["https://openalex.org/I201118511"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Katzis Konstantinos","raw_affiliation_strings":["Department of Computer Science and Engineering, European University, Cyprus"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, European University, Cyprus","institution_ids":["https://openalex.org/I201118511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110449670","display_name":"Eda Bilici","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bilici Eda","raw_affiliation_strings":["Institute of Digital Healthcare, WMG, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, WMG, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101084714","display_name":"Zhao Lei","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Zhao","raw_affiliation_strings":["Institute of Digital Healthcare, WMG, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, WMG, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lim Choi Keung Sarah","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lim Choi Keung Sarah","raw_affiliation_strings":["Institute of Digital Healthcare, WMG, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, WMG, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026657286","display_name":"Theodoros N. Arvanitis","orcid":"https://orcid.org/0000-0001-5473-135X"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Arvanitis Theodoros N.","raw_affiliation_strings":["Institute of Digital Healthcare, WMG, University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"Institute of Digital Healthcare, WMG, University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14385578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"238","issue":null,"first_page":"140","last_page":"143"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T14280","display_name":"Big Data Technologies and Applications","score":0.9991000294685364,"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/T11719","display_name":"Data Quality and Management","score":0.9987000226974487,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9502000212669373,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/affect","display_name":"Affect (linguistics)","score":0.731946587562561},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5654201507568359},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5484760403633118},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5436926484107971},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.5024397373199463},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4910314083099365},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4811909794807434},{"id":"https://openalex.org/keywords/clinical-decision-making","display_name":"Clinical decision making","score":0.4575274884700775},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.44595953822135925},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3833470940589905},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3383251428604126},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.32666927576065063},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3085063099861145},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19735956192016602},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1900346279144287},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09794723987579346},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09745335578918457},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.07134002447128296},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.0590691864490509}],"concepts":[{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.731946587562561},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5654201507568359},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5484760403633118},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5436926484107971},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.5024397373199463},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4910314083099365},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4811909794807434},{"id":"https://openalex.org/C2989179672","wikidata":"https://www.wikidata.org/wiki/Q6806500","display_name":"Clinical decision making","level":2,"score":0.4575274884700775},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.44595953822135925},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3833470940589905},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3383251428604126},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.32666927576065063},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3085063099861145},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19735956192016602},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1900346279144287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09794723987579346},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09745335578918457},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.07134002447128296},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.0590691864490509},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000068598","descriptor_name":"Data Accuracy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003657","descriptor_name":"Decision Making","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":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-61499-781-8-140","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-781-8-140","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:28679907","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28679907","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},{"id":"pmh:oai:wrap.warwick.ac.uk:89995","is_oa":true,"landing_page_url":null,"pdf_url":"http://wrap.warwick.ac.uk/89995/7/WRAP-Implications-and-modelling-of-data-quality-Despotou-2017.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"}],"best_oa_location":{"id":"pmh:oai:wrap.warwick.ac.uk:89995","is_oa":true,"landing_page_url":null,"pdf_url":"http://wrap.warwick.ac.uk/89995/7/WRAP-Implications-and-modelling-of-data-quality-Despotou-2017.pdf","source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Item"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2741171329.pdf","grobid_xml":"https://content.openalex.org/works/W2741171329.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W935072310","https://openalex.org/W3023160820"],"related_works":["https://openalex.org/W4391024416","https://openalex.org/W3213607208","https://openalex.org/W2548786942","https://openalex.org/W4400954912","https://openalex.org/W2942113303","https://openalex.org/W4294782963","https://openalex.org/W3188047445","https://openalex.org/W4360615222","https://openalex.org/W3196405127","https://openalex.org/W4212920570"],"abstract_inverted_index":{"Integrated":[0],"care":[1,21],"paradigms":[2],"depend":[3],"on":[4],"multiple":[5],"sources":[6],"of":[7,11,54],"data.":[8],"The":[9],"quality":[10,39],"data":[12,38,57],"used":[13,58],"in":[14,56,59],"decision-making":[15,61],"will":[16],"ultimately":[17],"affect":[18,31,42],"the":[19,23,32,43,52],"delivered":[20,44],"to":[22],"patient.":[24],"Quality":[25],"includes":[26],"several":[27],"dimensions,":[28],"which":[29],"may":[30,41],"result.":[33],"This":[34],"paper":[35],"presents":[36],"how":[37],"dimensions":[40],"service,":[45],"and":[46],"propose":[47],"a":[48],"conceptual":[49],"framework":[50],"for":[51,62],"classification":[53],"confidence":[55],"clinical":[60],"integrated":[63],"care.":[64]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}