{"id":"https://openalex.org/W4410448454","doi":"https://doi.org/10.3233/shti250361","title":"Clinical Trust in Data-Driven Decision Support Tools: Qualitative Interview Study","display_name":"Clinical Trust in Data-Driven Decision Support Tools: Qualitative Interview Study","publication_year":2025,"publication_date":"2025-05-15","ids":{"openalex":"https://openalex.org/W4410448454","doi":"https://doi.org/10.3233/shti250361","pmid":"https://pubmed.ncbi.nlm.nih.gov/40380472"},"language":"en","primary_location":{"id":"doi:10.3233/shti250361","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250361","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI250361","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":"book-chapter","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI250361","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083163261","display_name":"Ruth Evans","orcid":"https://orcid.org/0000-0003-1748-5270"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ruth Evans","raw_affiliation_strings":["University of Leeds, UK"],"raw_orcid":"https://orcid.org/0000-0003-1748-5270","affiliations":[{"raw_affiliation_string":"University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087772364","display_name":"Louise Bryant","orcid":"https://orcid.org/0000-0002-1972-7395"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Louise Bryant","raw_affiliation_strings":["University of Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090216861","display_name":"Gregor Russell","orcid":"https://orcid.org/0000-0001-9449-2824"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]},{"id":"https://openalex.org/I4210139972","display_name":"Bradford District Care NHS Foundation Trust","ror":"https://ror.org/03yzcrs31","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210139972"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gregor Russell","raw_affiliation_strings":["Bradford District Care NHS Foundation Trust, UK","University of Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bradford District Care NHS Foundation Trust, UK","institution_ids":["https://openalex.org/I4210139972"]},{"raw_affiliation_string":"University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089149181","display_name":"Kate Absolom","orcid":"https://orcid.org/0000-0002-5477-6643"},"institutions":[{"id":"https://openalex.org/I130828816","display_name":"University of Leeds","ror":"https://ror.org/024mrxd33","country_code":"GB","type":"education","lineage":["https://openalex.org/I130828816"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kate Absolom","raw_affiliation_strings":["University of Leeds, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Leeds, UK","institution_ids":["https://openalex.org/I130828816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14191781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"327","issue":null,"first_page":"410","last_page":"411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.7414000034332275,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.7414000034332275,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/qualitative-research","display_name":"Qualitative research","score":0.5622417330741882},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5360257029533386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4892995059490204},{"id":"https://openalex.org/keywords/qualitative-property","display_name":"Qualitative property","score":0.46299630403518677},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.43097251653671265},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3982034921646118},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3480337858200073},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.331279456615448},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.181460440158844},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08184397220611572},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07938626408576965}],"concepts":[{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.5622417330741882},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5360257029533386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4892995059490204},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.46299630403518677},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.43097251653671265},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3982034921646118},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3480337858200073},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.331279456615448},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.181460440158844},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08184397220611572},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07938626408576965},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001291","descriptor_name":"Attitude of Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007407","descriptor_name":"Interviews as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D035502","descriptor_name":"Trust","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035502","descriptor_name":"Trust","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D036301","descriptor_name":"Qualitative Research","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/shti250361","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250361","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI250361","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:40380472","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40380472","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":"Journal Article"}],"best_oa_location":{"id":"doi:10.3233/shti250361","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti250361","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI250361","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410448454.pdf","grobid_xml":"https://content.openalex.org/works/W4410448454.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2098044946"],"abstract_inverted_index":{"Data-driven":[0],"clinical":[1,57,86],"decision":[2,51],"support":[3],"(CDSS)":[4],"is":[5,14,67],"increasingly":[6],"available":[7],"to":[8],"healthcare":[9],"practitioners":[10,26],"(HCPs),":[11],"yet":[12],"little":[13],"known":[15],"about":[16,29],"their":[17,30],"trust":[18],"in":[19,88],"such":[20],"tools.":[21],"Primary":[22],"care":[23],"and":[24,39,65,91],"oncology":[25],"were":[27],"interviewed":[28],"use":[31],"of":[32,36,63],"data-driven":[33],"CDSS,":[34],"understanding":[35],"development":[37,64,90],"processes,":[38],"trustworthiness.":[40,94],"Preliminary":[41],"results":[42],"show":[43],"they":[44],"find":[45],"the":[46],"tools":[47],"useful":[48],"for":[49],"shared":[50],"making":[52],"with":[53],"patients,":[54],"but":[55,69],"emphasise":[56],"judgement":[58],"when":[59],"interpreting":[60],"recommendations.":[61],"Understanding":[62],"evaluation":[66,92],"limited,":[68],"HCPs'":[70],"wider":[71],"expertise":[72],"provides":[73],"insight":[74],"into":[75],"key":[76],"concepts.":[77],"In":[78],"future":[79],"work,":[80],"we":[81],"will":[82],"explore":[83],"whether":[84],"greater":[85],"involvement":[87],"CDSS":[89],"enhances":[93]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}