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“We think you may like this”: An investigation of electronic commerce personalization for privacy‐conscious consumers
Author(s) -
Song Yong Whi Greg,
Lim Hayoung Sally,
Oh Jeeyun
Publication year - 2021
Publication title -
psychology and marketing
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.035
H-Index - 116
eISSN - 1520-6793
pISSN - 0742-6046
DOI - 10.1002/mar.21501
Subject(s) - personalization , e commerce , psychology , priming (agriculture) , mobile commerce , internet privacy , technology acceptance model , world wide web , computer science , usability , human–computer interaction , botany , germination , biology
In this study, we examine and propose a personalization technology acceptance model (TAM) for e‐commerce. We conducted a 2 (Privacy concerns priming vs. Control condition) × 2 (Personalization vs. Nonpersonalization) factorial, between‐subjects experiment among college students (Study 1, N = 205) and adult samples (Study 2, N = 211). The findings indicate consumers' perceived usefulness of personalization technology is positively related to their behavioral intentions to use an e‐commerce mobile app, supporting Davis (1989)'s TAM. Data further demonstrate that consumers' privacy concerns (i.e., Study 1) and willingness to self‐disclose (i.e., Study 2) moderate the personalization–behavioral intention relationship. Overall, the efficacious operation of personalization technology in e‐commerce depends on the usefulness and precision of personalized recommendations as well as consumers' privacy concerns and preferences in trading off personal information.