{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,10]],"date-time":"2026-06-10T12:26:15Z","timestamp":1781094375507,"version":"3.54.1"},"reference-count":137,"publisher":"Emerald","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,2,26]]},"abstract":"<jats:sec>\n                    <jats:title>Purpose<\/jats:title>\n                    <jats:p>In the digital age, personalized services and accurate recommendations enhance the customer experience and streamline shopping. However, increasing concerns about personal privacy have led to resistance from consumers, necessitating a balance between providing high-quality online services and safeguarding personal data. The aim of this paper is to offer a comprehensive review of the fragmented literature on consumer privacy decision-making and to identify key issues worth exploring in future research.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Design\/methodology\/approach<\/jats:title>\n                    <jats:p>Although previous studies have analyzed the antecedents and outcomes of privacy decisions, they have often been conducted in a fragmented manner. There remains a lack of a holistic understanding of the factors influencing privacy decisions, including their boundaries. Therefore, we build on the Theory of Planned Behavior to combine consumer privacy decision-making with a graphically conceptual framework used in a similar scoping methodology. We attempt to dissect the antecedent, moderator and outcome variables that influence consumer privacy decision-making, ultimately providing a comprehensive framework for understanding these dynamics.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Findings<\/jats:title>\n                    <jats:p>Based on the Theory of Planned Behavior, we analyze the entire process of consumer privacy decision-making in terms of antecedent, moderating and outcome variables. The results indicate that consumer privacy decision-making is not an isolated behavior or a single choice but a complex, multi-level dynamic process. The factors influencing consumer privacy decisions primarily encompass five aspects: individual characteristics, information, organization, platform and interaction management, leading to various outcomes in both behavioral and perceptual dimensions. Furthermore, the process is constrained by multiple moderating variables, such as information sensitivity, platform knowledge and prior experience.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Originality\/value<\/jats:title>\n                    <jats:p>We build on the Theory of Planned Behavior to combine consumer privacy decision-making with a graphically conceptual framework used in a similar scoping methodology. We dissect the antecedent, moderator and outcome variables that influence consumer privacy decision-making, aiming to provide a comprehensive framework for understanding these processes.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1108\/ajim-12-2023-0526","type":"journal-article","created":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T14:21:17Z","timestamp":1728483677000},"page":"307-335","source":"Crossref","is-referenced-by-count":11,"title":["Consumer privacy decision-making in digital era: an integrative review and taxonomy"],"prefix":"10.1108","volume":"78","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7808-1416","authenticated-orcid":true,"given":"Zhuo","family":"Sun","sequence":"first","affiliation":[{"name":"School of Information Management, ZhengZhou University , ,","place":["ZhengZhou, China"]},{"name":"Research Institute of Data Science, Zhengzhou University , ,","place":["ZhengZhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gaofeng","family":"Pan","sequence":"additional","affiliation":[{"name":"School of Information Management, ZhengZhou University , ,","place":["ZhengZhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ruixian","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Information Management, ZhengZhou University , ,","place":["ZhengZhou, China"]},{"name":"Research Institute of Data Science, Zhengzhou University , ,","place":["ZhengZhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Guoquan","family":"Zang","sequence":"additional","affiliation":[{"name":"School of Information Management, ZhengZhou University , ,","place":["ZhengZhou, China"]},{"name":"Research Institute of Data Science, Zhengzhou University , ,","place":["ZhengZhou, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jinghong","family":"Zhou","sequence":"additional","affiliation":[{"name":"Wuhan University School of Information Management, , ,","place":["Wuhan, China"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"140","published-online":{"date-parts":[[2024,10,10]]},"reference":[{"issue":"1","key":"2026022600015035600_ref001","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1109\/msp.2005.22","article-title":"Privacy and rationality in individual decision making","volume":"3","author":"Acquisti","year":"2005","journal-title":"IEEE Security and Privacy"},{"issue":"88","key":"2026022600015035600_ref002","first-page":"19","article-title":"An online survey experiment on ambiguity and privacy","author":"Acquisti","year":"2012","journal-title":"Communications and Strategies"},{"issue":"2","key":"2026022600015035600_ref003","doi-asserted-by":"publisher","first-page":"465","DOI":"10.25300\/misq\/2018\/14316","article-title":"Beyond the privacy paradox: objective versus relative risk in privacy decision making","volume":"42","author":"Adjerid","year":"2018","journal-title":"MIS Quarterly"},{"issue":"2","key":"2026022600015035600_ref004","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/0749-5978(91)90020-t","article-title":"The theory of planned behavior","volume":"50","author":"Ajzen","year":"1991","journal-title":"Organizational Behavior and Human Decision Processes"},{"issue":"4","key":"2026022600015035600_ref005","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1111\/j.1559-1816.2002.tb00236.x","article-title":"Perceived behavioral control, self-efficacy, locus of control, and the theory of planned behavior 1","volume":"32","author":"Ajzen","year":"2002","journal-title":"Journal of Applied Social Psychology"},{"issue":"4","key":"2026022600015035600_ref136","doi-asserted-by":"crossref","first-page":"103","DOI":"10.2753\/JEC1086-4415140404","article-title":"Can the media richness of a privacy disclosure enhance outcome? 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