{"id":"https://openalex.org/W7160264921","doi":"https://doi.org/10.5753/sbsi.2026.248772","title":"Assuring Trustworthy Data: A Dual-Criteria Analysis of Anonymization and System Reliability in Digital Health (A Systematic Review)","display_name":"Assuring Trustworthy Data: A Dual-Criteria Analysis of Anonymization and System Reliability in Digital Health (A Systematic Review)","publication_year":2026,"publication_date":"2026-05-05","ids":{"openalex":"https://openalex.org/W7160264921","doi":"https://doi.org/10.5753/sbsi.2026.248772"},"language":null,"primary_location":{"id":"doi:10.5753/sbsi.2026.248772","is_oa":false,"landing_page_url":"https://doi.org/10.5753/sbsi.2026.248772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XXII Simp\u00f3sio Brasileiro de Sistemas de Informa\u00e7\u00e3o (SBSI 2026)","raw_type":"proceedings-article"},"type":"article","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/A5095949305","display_name":"Giovana Nunes Inoc\u00eancio","orcid":"https://orcid.org/0009-0000-5995-7470"},"institutions":[{"id":"https://openalex.org/I4210126369","display_name":"Polydoro Ernani de S\u00e3o Thiago University Hospital","ror":"https://ror.org/0303d1x26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210126369"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Giovana Nunes Inoc\u00eancio","raw_affiliation_strings":["UFSC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFSC","institution_ids":["https://openalex.org/I4210126369"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054834050","display_name":"Jean Everson Martina","orcid":"https://orcid.org/0000-0003-4104-1741"},"institutions":[{"id":"https://openalex.org/I4210126369","display_name":"Polydoro Ernani de S\u00e3o Thiago University Hospital","ror":"https://ror.org/0303d1x26","country_code":"BR","type":"healthcare","lineage":["https://openalex.org/I4210126369"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jean Everson Martina","raw_affiliation_strings":["UFSC"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UFSC","institution_ids":["https://openalex.org/I4210126369"]}]}],"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":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.61005682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1239","last_page":"1257"},"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":0.16249999403953552,"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":0.16249999403953552,"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"}},{"id":"https://openalex.org/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.1485999971628189,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.08810000121593475,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sociotechnical-system","display_name":"Sociotechnical system","score":0.8773999810218811},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.633899986743927},{"id":"https://openalex.org/keywords/verifiable-secret-sharing","display_name":"Verifiable secret sharing","score":0.4968000054359436},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.44440001249313354},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.4097999930381775},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.398499995470047},{"id":"https://openalex.org/keywords/corporate-governance","display_name":"Corporate governance","score":0.3865000009536743},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.3537999987602234},{"id":"https://openalex.org/keywords/requirements-elicitation","display_name":"Requirements elicitation","score":0.3513999879360199}],"concepts":[{"id":"https://openalex.org/C127627568","wikidata":"https://www.wikidata.org/wiki/Q1639361","display_name":"Sociotechnical system","level":2,"score":0.8773999810218811},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.633899986743927},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6021999716758728},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.4968000054359436},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.48669999837875366},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.44440001249313354},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.4097999930381775},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4043000042438507},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40149998664855957},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.398499995470047},{"id":"https://openalex.org/C39389867","wikidata":"https://www.wikidata.org/wiki/Q380767","display_name":"Corporate governance","level":2,"score":0.3865000009536743},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.3537999987602234},{"id":"https://openalex.org/C45384764","wikidata":"https://www.wikidata.org/wiki/Q838667","display_name":"Requirements elicitation","level":4,"score":0.3513999879360199},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.34769999980926514},{"id":"https://openalex.org/C2777655877","wikidata":"https://www.wikidata.org/wiki/Q3475740","display_name":"Design science research","level":3,"score":0.33889999985694885},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.33809998631477356},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.31779998540878296},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C196879817","wikidata":"https://www.wikidata.org/wiki/Q872685","display_name":"Data governance","level":4,"score":0.28060001134872437},{"id":"https://openalex.org/C21333345","wikidata":"https://www.wikidata.org/wiki/Q1519843","display_name":"Health technology","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.27799999713897705},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.26460000872612},{"id":"https://openalex.org/C147859227","wikidata":"https://www.wikidata.org/wiki/Q294217","display_name":"Public sector","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5753/sbsi.2026.248772","is_oa":false,"landing_page_url":"https://doi.org/10.5753/sbsi.2026.248772","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Anais do XXII Simp\u00f3sio Brasileiro de Sistemas de Informa\u00e7\u00e3o (SBSI 2026)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2005501262","https://openalex.org/W2171422629","https://openalex.org/W2988319051","https://openalex.org/W3113315534","https://openalex.org/W3135520829","https://openalex.org/W3171599904","https://openalex.org/W3196486048","https://openalex.org/W3203342189","https://openalex.org/W4291213652","https://openalex.org/W4311312773","https://openalex.org/W4312905120","https://openalex.org/W4320736781","https://openalex.org/W4323065874","https://openalex.org/W4390839061","https://openalex.org/W4391665655","https://openalex.org/W4392242848","https://openalex.org/W4392851383","https://openalex.org/W4396230939","https://openalex.org/W4399190826","https://openalex.org/W4400003908","https://openalex.org/W4400005764","https://openalex.org/W4400335183","https://openalex.org/W4404756029","https://openalex.org/W4405387268","https://openalex.org/W4406815789","https://openalex.org/W4408127923","https://openalex.org/W4410360317"],"related_works":[],"abstract_inverted_index":{"Research":[0,152],"Context:":[1],"The":[2,20,114,143,154,165,222],"Digital":[3],"Health":[4,76],"sector":[5,27],"faces":[6],"the":[7,26,29,47,50,60,65,107,119,162,196],"critical":[8,135],"challenge":[9],"of":[10,53,62,131,181],"reconciling":[11],"clinical":[12],"data":[13,193],"privacy":[14],"with":[15,134,146],"system":[16],"reliability":[17,95,128],"and":[18,59,69,98,127,140,150,158,178,187,195,209,217,227,239,247,252],"utility.":[19],"risk":[21],"in":[22,46,75,249],"Brazil":[23],"is":[24,28,116,200],"high;":[25],"most":[30],"targeted":[31],"by":[32,203],"ransomware,":[33],"facing":[34],"catastrophic":[35],"financial":[36],"losses.":[37],"Scientific":[38],"and/or":[39,82],"Practical":[40],"Problem:":[41],"A":[42,84],"persistent":[43],"gap":[44],"exists":[45],"literature":[48],"concerning":[49],"systematic":[51],"evaluation":[52],"how":[54],"anonymization":[55,90,126],"techniques":[56,91,184],"impact":[57,96],"integrity":[58,194],"lack":[61],"consensus":[63],"on":[64,118,230,233],"dual":[66],"criteria":[67,101,205,211],"(technical":[68],"sociotechnical)":[70],"necessary":[71],"to":[72,219],"assess":[73],"effectiveness":[74],"Information":[77],"Systems":[78,121],"(HIS).":[79],"Proposed":[80],"Solution":[81],"Analysis:":[83],"Systematic":[85],"Literature":[86],"Review":[87],"(SLR)":[88],"mapped":[89],"(RQ1),":[92],"analyzed":[93],"their":[94],"(RQ1.1),":[97],"identified":[99],"formal":[100],"for":[102,245],"user":[103,141],"trust":[104],"(RQ2),":[105],"addressing":[106],"core":[108],"privacy-utility":[109,197],"dilemma.":[110],"Related":[111],"IS":[112,220],"Theory:":[113],"study":[115,223],"based":[117],"Sociotechnical":[120,210],"Theory":[122],"(SST),":[123],"recognizing":[124],"that":[125],"are":[129,185],"outcomes":[130],"integrating":[132],"technology":[133],"social":[136],"factors,":[137],"including":[138],"governance":[139],"trust.":[142],"research":[144],"aligns":[145],"GranDSI-BR":[147,236],"Challenges":[148,237],"2":[149,238],"4.":[151,240],"Method:":[153],"SLR":[155],"followed":[156],"Kitchenham":[157],"PRISMA":[159],"guidelines,":[160],"utilizing":[161],"PICOC":[163],"model.":[164],"search":[166],"across":[167],"four":[168],"major":[169],"databases":[170],"yielded":[171],"20":[172],"high-quality":[173],"articles":[174],"published":[175],"between":[176],"2020":[177],"2025.":[179],"Summary":[180],"Results:":[182],"Dominant":[183],"Blockchain":[186],"Federated":[188],"Learning":[189],"(FL),":[190],"substantially":[191],"enhancing":[192],"balance.":[198],"Reliability":[199],"dually":[201],"assessed":[202],"Technical":[204],"(e.g.,":[206,212],"Re-identification":[207],"Risk)":[208],"Governance,":[213],"Public":[214],"Perception).":[215],"Contributions":[216],"Impact":[218],"area:":[221],"consolidates":[224],"a":[225],"theoretical":[226],"empirical":[228],"framework":[229],"anonymization\u2019s":[231],"influence":[232],"reliability,":[234],"meeting":[235],"It":[241],"offers":[242],"practical":[243],"subsidies":[244],"managers":[246],"regulators":[248],"designing":[250],"verifiable":[251],"trustworthy":[253],"digital":[254],"health":[255],"systems.":[256]},"counts_by_year":[],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2026-05-06T00:00:00"}