{"id":"https://openalex.org/W7162852390","doi":"https://doi.org/10.1111/exsy.70314","title":"Personalisation\u2010Privacy Paradox: Systematic Review and Survey Evidence on Personal Data Stores","display_name":"Personalisation\u2010Privacy Paradox: Systematic Review and Survey Evidence on Personal Data Stores","publication_year":2026,"publication_date":"2026-05-29","ids":{"openalex":"https://openalex.org/W7162852390","doi":"https://doi.org/10.1111/exsy.70314"},"language":"en","primary_location":{"id":"doi:10.1111/exsy.70314","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.70314","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1111/exsy.70314","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5123346895","display_name":"Ming-Wei Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I3132256593","display_name":"Manchester School of Architecture","ror":"https://ror.org/03xxxrq06","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389","https://openalex.org/I28407311","https://openalex.org/I3132256593"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ming\u2010Wei Hsu","raw_affiliation_strings":["Alliance Manchester Business School  Manchester UK"],"raw_orcid":"https://orcid.org/0000-0003-1213-7429","affiliations":[{"raw_affiliation_string":"Alliance Manchester Business School  Manchester UK","institution_ids":["https://openalex.org/I3132256593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137410932","display_name":"Glenn Parry","orcid":"https://orcid.org/0000-0002-6432-2055"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Glenn Parry","raw_affiliation_strings":["Surrey Business School, University of Surrey  Guildford Surrey UK"],"raw_orcid":"https://orcid.org/0000-0002-6432-2055","affiliations":[{"raw_affiliation_string":"Surrey Business School, University of Surrey  Guildford Surrey UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101596469","display_name":"Irene C. L. Ng","orcid":"https://orcid.org/0000-0002-5468-0289"},"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":"Irene Ng","raw_affiliation_strings":["WMG, University of Warwick  Coventry UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WMG, University of Warwick  Coventry UK","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5123346895"],"corresponding_institution_ids":["https://openalex.org/I3132256593"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":{"value":3860,"currency":"USD","value_usd":3860},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.5961401,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.673799991607666,"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"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.673799991607666,"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"}},{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.037700001150369644,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.03519999980926514,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"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/personalization","display_name":"Personalization","score":0.824400007724762},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.5479000210762024},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.498199999332428},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4465000033378601},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4456999897956848},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.43950000405311584},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.38989999890327454}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.824400007724762},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6873000264167786},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.5479000210762024},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.498199999332428},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4465000033378601},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4456999897956848},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.43950000405311584},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.43160000443458557},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.414000004529953},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.38989999890327454},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.3878999948501587},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3675000071525574},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.36410000920295715},{"id":"https://openalex.org/C198477413","wikidata":"https://www.wikidata.org/wiki/Q7647069","display_name":"Survey data collection","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.36090001463890076},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C2776945810","wikidata":"https://www.wikidata.org/wiki/Q17006654","display_name":"Data anonymization","level":3,"score":0.27970001101493835},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1111/exsy.70314","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.70314","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1111/exsy.70314","is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.70314","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47733229398727417,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W76789258","https://openalex.org/W125546108","https://openalex.org/W1488873765","https://openalex.org/W1499740877","https://openalex.org/W1586646305","https://openalex.org/W1607499614","https://openalex.org/W1640628807","https://openalex.org/W1774440032","https://openalex.org/W1912341796","https://openalex.org/W1970951430","https://openalex.org/W1971916001","https://openalex.org/W1979367373","https://openalex.org/W2006109515","https://openalex.org/W2007351438","https://openalex.org/W2013962473","https://openalex.org/W2014699457","https://openalex.org/W2014952300","https://openalex.org/W2040871826","https://openalex.org/W2041886080","https://openalex.org/W2055844754","https://openalex.org/W2066706377","https://openalex.org/W2069442183","https://openalex.org/W2071678939","https://openalex.org/W2082111073","https://openalex.org/W2098362615","https://openalex.org/W2100767128","https://openalex.org/W2102303925","https://openalex.org/W2107521404","https://openalex.org/W2110747032","https://openalex.org/W2111194702","https://openalex.org/W2118226919","https://openalex.org/W2119486295","https://openalex.org/W2125475233","https://openalex.org/W2128698837","https://openalex.org/W2137019613","https://openalex.org/W2138496133","https://openalex.org/W2142241043","https://openalex.org/W2144501061","https://openalex.org/W2148167384","https://openalex.org/W2149098859","https://openalex.org/W2152078523","https://openalex.org/W2154453017","https://openalex.org/W2155732497","https://openalex.org/W2156836473","https://openalex.org/W2160449652","https://openalex.org/W2163241745","https://openalex.org/W2168936022","https://openalex.org/W2188426035","https://openalex.org/W2279053323","https://openalex.org/W2282781689","https://openalex.org/W2294991531","https://openalex.org/W2297789035","https://openalex.org/W2417899833","https://openalex.org/W2495772237","https://openalex.org/W2514259669","https://openalex.org/W2559360880","https://openalex.org/W2575812256","https://openalex.org/W2586370751","https://openalex.org/W2593962681","https://openalex.org/W2616332126","https://openalex.org/W2621635773","https://openalex.org/W2738571756","https://openalex.org/W2749360402","https://openalex.org/W2765619146","https://openalex.org/W2771235373","https://openalex.org/W2780698117","https://openalex.org/W2788306563","https://openalex.org/W2804871124","https://openalex.org/W2900873920","https://openalex.org/W2904316144","https://openalex.org/W2966968963","https://openalex.org/W2985543011","https://openalex.org/W2985973991","https://openalex.org/W3006475573","https://openalex.org/W3044291841","https://openalex.org/W3081657207","https://openalex.org/W3114733238","https://openalex.org/W3121813943","https://openalex.org/W3121925802","https://openalex.org/W3122112962","https://openalex.org/W3122386755","https://openalex.org/W3125505924","https://openalex.org/W3126007474","https://openalex.org/W3144406692","https://openalex.org/W3149752040","https://openalex.org/W3192297058","https://openalex.org/W3198513634","https://openalex.org/W3204774311","https://openalex.org/W4214591862","https://openalex.org/W4230042836","https://openalex.org/W4231785193","https://openalex.org/W4231826647","https://openalex.org/W4240738557","https://openalex.org/W4241857607","https://openalex.org/W4247936214","https://openalex.org/W4249680740","https://openalex.org/W4251252946","https://openalex.org/W4253463238","https://openalex.org/W4310732377","https://openalex.org/W4318464408","https://openalex.org/W4323836082","https://openalex.org/W4388667917","https://openalex.org/W4390032047","https://openalex.org/W4390904399","https://openalex.org/W4393042591","https://openalex.org/W4400725913","https://openalex.org/W4401908524"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"The":[1,63],"personalisation\u2013privacy":[2,50],"paradox":[3,72,190],"captures":[4],"the":[5,27,49,71,79,92,181,189],"tension":[6,90],"between":[7,91],"using":[8],"personal":[9,121],"data":[10,122,140,172],"for":[11],"personalised":[12],"services":[13],"and":[14,34,60,107,167,169,196],"respecting":[15],"individuals'":[16],"privacy.":[17],"This":[18],"study":[19,41],"adopts":[20],"a":[21,36,43,74,88,128,185],"holistic":[22],"research":[23,47],"framework":[24],"to":[25,133,183,188],"clarify":[26],"paradox's":[28],"core":[29],"challenges,":[30],"review":[31,45,64,96],"existing":[32,171],"approaches,":[33],"examine":[35],"user\u2010centric":[37],"solution.":[38],"First,":[39],"this":[40,119],"presents":[42],"systematic":[44],"of":[46,81,99],"on":[48,53],"paradox,":[51],"drawing":[52],"studies":[54],"published":[55],"in":[56,164],"information":[57],"systems,":[58],"marketing":[59],"management":[61],"journals.":[62],"shows":[65],"that":[66,104,131,152,178],"current":[67],"approaches":[68],"often":[69],"frame":[70],"as":[73,87,127],"\u2018dilemma,\u2019":[75],"prioritising":[76],"privacy":[77,153,197],"at":[78],"expense":[80],"personalisation,":[82],"rather":[83],"than":[84],"recognising":[85],"it":[86],"persistent":[89],"two.":[93],"We":[94],"then":[95],"broader":[97],"categories":[98],"privacy\u2010enhancing":[100],"technologies":[101],"(PETs),":[102],"highlighting":[103],"user\u2010side,":[105],"server\u2010side,":[106],"channel\u2010side":[108],"solutions":[109],"provide":[110],"partial":[111],"responses":[112],"but":[113],"rarely":[114],"balance":[115],"both":[116,193],"demands.":[117],"Against":[118],"backdrop,":[120],"stores":[123],"(PDS)":[124],"are":[125,155],"examined":[126],"hybrid":[129],"approach":[130],"aims":[132],"give":[134],"individuals":[135],"greater":[136],"control":[137],"over":[138],"their":[139],"while":[141],"enabling":[142],"more":[143],"effective":[144],"personalisation":[145,194],"through":[146],"selective":[147],"sharing.":[148],"Survey":[149],"results":[150],"indicate":[151],"concerns":[154],"reduced":[156],"when":[157],"users":[158],"better":[159],"understand":[160],"PDS,":[161],"act":[162],"rationally":[163],"weighing":[165],"benefits":[166,195],"risks,":[168],"trust":[170],"protection":[173],"regulations.":[174],"These":[175],"findings":[176],"suggest":[177],"PDS":[179],"have":[180],"potential":[182],"offer":[184],"synthetic":[186],"response":[187],"by":[191],"supporting":[192],"protection.":[198]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-31T00:00:00"}