{"id":"https://openalex.org/W7223661042","doi":"https://doi.org/10.1093/eurpub/ckag169.887","title":"Public acceptance of anonymized medical data reuse for research in data-driven healthcare","display_name":"Public acceptance of anonymized medical data reuse for research in data-driven healthcare","publication_year":2026,"publication_date":"2026-10-01","ids":{"openalex":"https://openalex.org/W7223661042","doi":"https://doi.org/10.1093/eurpub/ckag169.887"},"language":"en","primary_location":{"id":"doi:10.1093/eurpub/ckag169.887","doi":"https://doi.org/10.1093/eurpub/ckag169.887","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.887","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.887/72464029/ckag169.887.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.887/72464029/ckag169.887.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5159608560","display_name":"M Duplaga","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"M Duplaga","raw_affiliation_strings":["Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037342085","display_name":"Paulina Smo\u0142a","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"P Smo\u0142a","raw_affiliation_strings":["Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,","institution_ids":["https://openalex.org/I126596746"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5159616539","display_name":"T Sikorski","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I126596746","display_name":"Jagiellonian University","ror":"https://ror.org/03bqmcz70","country_code":"PL","type":"education","lineage":["https://openalex.org/I126596746"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"T Sikorski","raw_affiliation_strings":["Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Promotion and e-Health, Institute of Public Health, Faculty of Health Sciences, Jagiellonian University Medical College , Krakow,","institution_ids":["https://openalex.org/I126596746"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5159608560"],"corresponding_institution_ids":["https://openalex.org/I126596746"],"apc_list":{"value":2815,"currency":"EUR","value_usd":3181},"apc_paid":{"value":2815,"currency":"EUR","value_usd":3181},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84752748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"Supplement_5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10582","display_name":"Ethics in Clinical Research","score":0.9082000255584717,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10582","display_name":"Ethics in Clinical Research","score":0.9082000255584717,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.030300000682473183,"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"}},{"id":"https://openalex.org/T13147","display_name":"Ethics and bioethics in healthcare","score":0.00860000029206276,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/public-acceptance","display_name":"public acceptance","score":0.968999981880188},{"id":"https://openalex.org/keywords/secondary-use-of-health-data","display_name":"secondary use of health data","score":0.9359999895095825},{"id":"https://openalex.org/keywords/european-health-data-space","display_name":"European Health Data Space","score":0.8859999775886536},{"id":"https://openalex.org/keywords/data-driven-healthcare","display_name":"data-driven healthcare","score":0.7540000081062317},{"id":"https://openalex.org/keywords/artificial-intelligence-in-healthcare","display_name":"artificial intelligence in healthcare","score":0.7979999780654907},{"id":"https://openalex.org/keywords/data-governance","display_name":"data governance","score":0.8019999861717224},{"id":"https://openalex.org/keywords/health-data-protection","display_name":"health data protection","score":0.6100000143051147},{"id":"https://openalex.org/keywords/sociodemographic-factors","display_name":"sociodemographic factors","score":0.5979999899864197},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.5550000071525574},{"id":"https://openalex.org/keywords/income","display_name":"income","score":0.6970000267028809},{"id":"https://openalex.org/keywords/emergency-care","display_name":"emergency care","score":0.6800000071525574},{"id":"https://openalex.org/keywords/poland","display_name":"Poland","score":0.6039999723434448},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.4189999997615814}],"concepts":[{"id":"https://openalex.org/C143095724","wikidata":"https://www.wikidata.org/wiki/Q515895","display_name":"Odds","level":3,"score":0.6687999963760376},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6287999749183655},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.6090999841690063},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5990999937057495},{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.5536999702453613},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.5504999756813049},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.5468000173568726},{"id":"https://openalex.org/C156957248","wikidata":"https://www.wikidata.org/wiki/Q1862216","display_name":"Odds ratio","level":2,"score":0.3847000002861023},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.37529999017715454},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.3684999942779541},{"id":"https://openalex.org/C87227347","wikidata":"https://www.wikidata.org/wiki/Q7100713","display_name":"Ordered logit","level":2,"score":0.35199999809265137},{"id":"https://openalex.org/C2780128664","wikidata":"https://www.wikidata.org/wiki/Q6973004","display_name":"National Health Interview Survey","level":3,"score":0.33570000529289246},{"id":"https://openalex.org/C2780877353","wikidata":"https://www.wikidata.org/wiki/Q2518253","display_name":"Health services research","level":3,"score":0.3352000117301941},{"id":"https://openalex.org/C46295352","wikidata":"https://www.wikidata.org/wiki/Q207982","display_name":"Legitimacy","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C2776390805","wikidata":"https://www.wikidata.org/wiki/Q7258035","display_name":"Public use","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C3017977704","wikidata":"https://www.wikidata.org/wiki/Q18745135","display_name":"Health data","level":3,"score":0.2856999933719635},{"id":"https://openalex.org/C47344431","wikidata":"https://www.wikidata.org/wiki/Q1519812","display_name":"Health policy","level":3,"score":0.28049999475479126},{"id":"https://openalex.org/C137992405","wikidata":"https://www.wikidata.org/wiki/Q1137608","display_name":"Health administration","level":3,"score":0.26600000262260437},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2533000111579895},{"id":"https://openalex.org/C2775860198","wikidata":"https://www.wikidata.org/wiki/Q7257872","display_name":"Public hospital","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/eurpub/ckag169.887","doi":"https://doi.org/10.1093/eurpub/ckag169.887","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.887","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.887/72464029/ckag169.887.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:13699158","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13699158/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13699158/pdf/ckag169.887.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Eur J Public Health","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/eurpub/ckag169.887","doi":"https://doi.org/10.1093/eurpub/ckag169.887","is_oa":true,"landing_page_url":"https://doi.org/10.1093/eurpub/ckag169.887","pdf_url":"https://academic.oup.com/eurpub/article-pdf/36/Supplement_5/ckag169.887/72464029/ckag169.887.pdf","source":{"id":"https://openalex.org/S4210220588","display_name":"European Journal of Public Health","issn_l":"1101-1262","issn":["1101-1262","1464-360X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","fnege-4","jufo-2","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Public Health","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9476000070571899,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7223661042.pdf","grobid_xml":"https://content.openalex.org/works/W7223661042.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4283024051","https://openalex.org/W4200184554","https://openalex.org/W4406212676","https://openalex.org/W4392649267","https://openalex.org/W3164247468","https://openalex.org/W3091153386","https://openalex.org/W4410360317","https://openalex.org/W3122573819","https://openalex.org/W1520435012","https://openalex.org/W2890525877"],"abstract_inverted_index":{"Abstract":[0],"Background":[1],"With":[2],"the":[3,146,220,245,282,321],"European":[4],"Health":[5],"Data":[6,269],"Space":[7],"(EHDS)":[8],"implementation,":[9],"secondary":[10],"use":[11,301],"of":[12,44,70,285,302,323],"health":[13,108],"data":[14,49,61,91,165,277,294,304],"for":[15,51,95,167,191,291,305],"research":[16,52],"is":[17,189],"becoming":[18],"central":[19],"to":[20,40,54,160,260],"data-driven":[21],"public":[22,35,283],"health.":[23],"Its":[24],"legitimacy":[25],"depends":[26],"not":[27],"only":[28],"on":[29,34],"legal":[30],"safeguards,":[31],"but":[32],"also":[33],"acceptance.":[36],"This":[37],"study":[38,142],"aimed":[39],"assess":[41],"personal":[42],"acceptance":[43],"making":[45],"one\u2019s":[46,88],"anonymized":[47,89,163,292],"medical":[48,90,164,293],"available":[50,94,166],"and":[53,107,115,121,198,257,265,281,317],"identify":[55],"associated":[56,182],"factors.":[57],"Methods":[58],"We":[59],"analyzed":[60],"from":[62],"a":[63,80],"nationwide":[64],"computer-assisted":[65],"telephone":[66],"interviewing":[67],"(CATI)":[68],"survey":[69],"Polish":[71],"residents":[72],"aged":[73],"18\u201375":[74],"years":[75],"(N":[76],"=":[77,194,209,232,249],"1,540),":[78],"using":[79,139],"quota-controlled":[81],"sample.":[82],"The":[83,141,169],"outcome":[84],"was":[85,127,137,143,171,180,255,296,309],"agreement":[86,99,184],"that":[87,185,199],"should":[92,271],"be":[93],"research,":[96],"dichotomized":[97],"as":[98,132,236],"versus":[100],"no":[101],"clear":[102],"agreement.":[103],"Predictors":[104],"included":[105],"sociodemographic":[106],"variables,":[109],"healthcare":[110,119,201,267],"use,":[111,114],"digital":[112],"technology":[113],"attitudes":[116,262,314],"toward":[117,263,315],"IT-based":[118,200,266,318],"services":[120,202],"AI":[122,186,264,316],"in":[123,187,244],"medicine.":[124],"Logistic":[125],"regression":[126],"used;":[128],"results":[129],"are":[130],"reported":[131],"ORs":[133],"with":[134,183,298],"95%CI.":[135],"Multicollinearity":[136],"assessed":[138],"VIF.":[140],"funded":[144],"by":[145,275,312],"National":[147],"Science":[148],"Centre,":[149],"Poland":[150],"(Grant":[151],"No":[152],"UMO-2021/43/B/NZ7/02140).":[153],"Results":[154],"Overall,":[155],"628":[156],"respondents":[157,238],"(40.8%)":[158],"agreed":[159],"make":[161],"their":[162,303],"research.":[168,306],"model":[170],"significant":[172],"(\u03c7\u00b2(32)=461.87,":[173],"p":[174],"<":[175],"0.001;":[176],"Nagelkerke":[177],"R\u00b2=0.35).":[178],"Acceptance":[179,254,308],"strongly":[181],"medicine":[188],"beneficial":[190],"patients":[192],"(OR":[193,208,231,248],"6.60,":[195],"95%CI:":[196,211,234,251],"4.52\u20139.62)":[197],"bring":[203],"more":[204],"benefits":[205],"than":[206,219,229],"harms":[207],"2.78,":[210],"1.85\u20134.16).":[212],"Higher":[213],"income":[214,222],"categories":[215],"had":[216,226],"higher":[217],"odds":[218,228],"lowest":[221],"group":[223],"(ORs=1.52\u20131.85).":[224],"Women":[225],"lower":[227],"men":[230],"0.75,":[233],"0.58\u20130.97),":[235],"did":[237],"reporting":[239],"an":[240],"emergency":[241],"care":[242],"episode":[243],"previous":[246],"year":[247],"0.71,":[250],"0.52\u20130.96).":[252],"Conclusions":[253],"moderate":[256],"mainly":[258,311],"linked":[259],"favorable":[261],"services.":[268],"governance":[270],"go":[272],"beyond":[273],"compliance":[274],"explaining":[276],"protection,":[278],"access":[279],"rules,":[280],"value":[284],"reuse.":[286],"Key":[287],"messages":[288],"\u2022":[289,307],"Support":[290],"reuse":[295],"moderate,":[297],"40.8%":[299],"accepting":[300],"driven":[310],"positive":[313],"healthcare,":[319],"underscoring":[320],"role":[322],"trust-building":[324],"communication.":[325]},"counts_by_year":[],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2026-10-27T00:00:00"}
