{"id":"https://openalex.org/W4408725161","doi":"https://doi.org/10.1108/imds-03-2024-0251","title":"Conceptualization of privacy concerns and their influence on consumers\u2019 resistance to AI-based recommender systems in e-commerce","display_name":"Conceptualization of privacy concerns and their influence on consumers\u2019 resistance to AI-based recommender systems in e-commerce","publication_year":2025,"publication_date":"2025-03-22","ids":{"openalex":"https://openalex.org/W4408725161","doi":"https://doi.org/10.1108/imds-03-2024-0251"},"language":"en","primary_location":{"id":"doi:10.1108/imds-03-2024-0251","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-03-2024-0251","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-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/A5069675270","display_name":"Ting Chen","orcid":"https://orcid.org/0000-0002-1032-3001"},"institutions":[{"id":"https://openalex.org/I4210099437","display_name":"Hubei University Of Economics","ror":"https://ror.org/012a84b59","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210099437"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ting Chen","raw_affiliation_strings":["School of Tourism and Hospitality Management, Hubei University of Economics, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Tourism and Hospitality Management, Hubei University of Economics, Wuhan, China","institution_ids":["https://openalex.org/I4210099437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046451475","display_name":"Fuzhen Liu","orcid":"https://orcid.org/0000-0003-2998-9652"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuzhen Liu","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088687906","display_name":"Xiao\u2010Liang Shen","orcid":"https://orcid.org/0000-0001-9426-9235"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Liang Shen","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577122","display_name":"Jiang Wu","orcid":"https://orcid.org/0000-0002-3342-9757"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Wu","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101704539","display_name":"Yiyuan Liu","orcid":"https://orcid.org/0000-0002-7022-6422"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyuan Liu","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069675270"],"corresponding_institution_ids":["https://openalex.org/I4210099437"],"apc_list":null,"apc_paid":null,"fwci":29.4794,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.99538507,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"125","issue":"5","first_page":"1844","last_page":"1868"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9958999752998352,"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":0.9958999752998352,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.993399977684021,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"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/conceptualization","display_name":"Conceptualization","score":0.9123694896697998},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7960101366043091},{"id":"https://openalex.org/keywords/resistance","display_name":"Resistance (ecology)","score":0.6221634149551392},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5405532121658325},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5021810531616211},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.4903397560119629},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3335971236228943},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3317030072212219},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3202569782733917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2440057098865509}],"concepts":[{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.9123694896697998},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7960101366043091},{"id":"https://openalex.org/C57473165","wikidata":"https://www.wikidata.org/wiki/Q7315604","display_name":"Resistance (ecology)","level":2,"score":0.6221634149551392},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5405532121658325},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5021810531616211},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.4903397560119629},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3335971236228943},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3317030072212219},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3202569782733917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2440057098865509},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/imds-03-2024-0251","is_oa":false,"landing_page_url":"https://doi.org/10.1108/imds-03-2024-0251","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management & Data Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W773798485","https://openalex.org/W1536723263","https://openalex.org/W1821435311","https://openalex.org/W1968206986","https://openalex.org/W1993735282","https://openalex.org/W2009942139","https://openalex.org/W2029483732","https://openalex.org/W2078042792","https://openalex.org/W2103591548","https://openalex.org/W2105846236","https://openalex.org/W2106096361","https://openalex.org/W2132142813","https://openalex.org/W2154453017","https://openalex.org/W2155732497","https://openalex.org/W2166886466","https://openalex.org/W2320379897","https://openalex.org/W2521701804","https://openalex.org/W2605055336","https://openalex.org/W2734919090","https://openalex.org/W2900101876","https://openalex.org/W2922511422","https://openalex.org/W2961720344","https://openalex.org/W2966137607","https://openalex.org/W2975928965","https://openalex.org/W2979906316","https://openalex.org/W2982096248","https://openalex.org/W2992667364","https://openalex.org/W3007081521","https://openalex.org/W3017638097","https://openalex.org/W3040985325","https://openalex.org/W3090489830","https://openalex.org/W3097693500","https://openalex.org/W3107016001","https://openalex.org/W3118423277","https://openalex.org/W3122775082","https://openalex.org/W3123367002","https://openalex.org/W3124497955","https://openalex.org/W3133792609","https://openalex.org/W3134155506","https://openalex.org/W3146210679","https://openalex.org/W3148112794","https://openalex.org/W3159819212","https://openalex.org/W3182941862","https://openalex.org/W3184313572","https://openalex.org/W3184641885","https://openalex.org/W3187103514","https://openalex.org/W3189476193","https://openalex.org/W3195671618","https://openalex.org/W3205613091","https://openalex.org/W3209706424","https://openalex.org/W3210019465","https://openalex.org/W3210315107","https://openalex.org/W4200017683","https://openalex.org/W4200065405","https://openalex.org/W4200158203","https://openalex.org/W4206368953","https://openalex.org/W4220923293","https://openalex.org/W4221044689","https://openalex.org/W4223542857","https://openalex.org/W4224300158","https://openalex.org/W4225150616","https://openalex.org/W4281775337","https://openalex.org/W4284977826","https://openalex.org/W4290461747","https://openalex.org/W4292342898","https://openalex.org/W4308501036","https://openalex.org/W4310732377","https://openalex.org/W4311210063","https://openalex.org/W4313490345","https://openalex.org/W4315488177","https://openalex.org/W4327730335","https://openalex.org/W4328053235","https://openalex.org/W4361279109","https://openalex.org/W4380344829","https://openalex.org/W4385248498","https://openalex.org/W4386316722","https://openalex.org/W4389215013","https://openalex.org/W4390570801","https://openalex.org/W4391831274","https://openalex.org/W4393979339","https://openalex.org/W4403032957"],"related_works":["https://openalex.org/W4362575170","https://openalex.org/W1532772865","https://openalex.org/W2531253623","https://openalex.org/W2984230149","https://openalex.org/W2112095637","https://openalex.org/W2237121679","https://openalex.org/W4390616414","https://openalex.org/W2006867289","https://openalex.org/W4206122428","https://openalex.org/W2039241249"],"abstract_inverted_index":{"Purpose":[0],"The":[1],"artificial":[2],"intelligence-based":[3],"recommender":[4],"system":[5],"(AIRS)":[6],"provides":[7],"personalization":[8],"and":[9,58,134,158,226],"convenience":[10],"for":[11],"enhancing":[12],"customer":[13],"experience":[14,168],"but":[15],"triggers":[16],"customers\u2019":[17],"resistance":[18,45,64,104,150,156,162,224,227,240,244],"arising":[19],"from":[20,31,248],"privacy":[21,28,41,56,81,100,119,144,166,192,197,217,250],"concerns.":[22],"Few":[23],"studies":[24],"have":[25,146],"investigated":[26],"what":[27],"concerns":[29,42,57,82,101,120,145,193,198,218],"arise":[30],"the":[32,47,66,79,85,96,106,123,170,179,189,208,213,216,236],"AIRS":[33,48,67,86,107,124],"in":[34,49,68,87,108,125,128,181,202,222],"e-commerce":[35,88,109,126,246],"as":[36,38],"well":[37],"how":[39],"these":[40],"influence":[43,61,97],"consumers\u2019":[44,63,103,243],"to":[46,54,65,84,105,122,178,200,211,220,235,245],"e-commerce.":[50,69,203],"This":[51,175],"study":[52,176,187,206,231],"aims":[53],"conceptualize":[55],"explore":[59],"their":[60],"on":[62,102,149,238],"Design/methodology/approach":[70],"A":[71],"mixed-methods":[72],"approach":[73],"is":[74],"used.":[75],"Study":[76,93,115,139],"1":[77,116],"identifies":[78],"context-specific":[80,99,196],"related":[83,121,199,219],"by":[89,110,155,161,194,241],"interviewing":[90],"23":[91],"consumers.":[92,113],"2":[94,140],"examines":[95],"of":[98],"surveying":[111],"557":[112],"Findings":[114],"reveals":[117],"that":[118,142],"manifest":[127],"perceived":[129,131,135],"surveillance,":[130],"identity":[132],"theft":[133],"unauthorized":[136],"secondary":[137],"use.":[138],"finds":[141],"three":[143,147,182],"effects":[148],"intention:":[151],"direct,":[152],"completely":[153],"mediated":[154,160],"attitude":[157,225],"partially":[159],"attitude.":[163],"Additionally,":[164],"prior":[165],"invasion":[167],"strengthens":[169],"positive":[171],"attitude\u2013intention":[172],"relationship.":[173],"Originality/value":[174],"contributes":[177],"literature":[180,237],"key":[183],"aspects.":[184],"Firstly,":[185],"this":[186,205,230],"advances":[188],"knowledge":[190],"about":[191],"identifying":[195],"AIRSs":[201,221,247],"Secondly,":[204],"extends":[207],"belief-attitude-intention":[209],"framework":[210],"explain":[212],"linkage":[214],"among":[215],"e-commerce,":[223],"intention.":[228],"Thirdly,":[229],"adds":[232],"new":[233],"insight":[234],"user":[239],"examining":[242],"a":[249],"perspective.":[251]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-29T08:15:47.926485","created_date":"2025-10-10T00:00:00"}