Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/36384
Title: Nonlinearities in personalization-privacy paradox in mHealth adoption : the mediating role of perceived usefulness and attitude
Authors: Zhang, XF
Guo, XT
Guo, F
Lai, KH 
Keywords: mHealth
Personalization
Privacy
Attitude
TAM
Nonlinear modeling
Issue Date: 2014
Publisher: IOS Press
Source: Technology and health care, 2014, v. 22, no. 4, p. 515-529 How to cite?
Journal: Technology and health care 
Abstract: BACKGROUND AND OBJECTIVE: Personalization in healthcare refers to individualizing services and products based on patients' health conditions and interests. In order to deliver highly personalized offerings, mHealth providers need to use patients' health information, which provokes patients' concerns over personal health information leakage. So the personalizationprivacy paradox is an important issue in the mHealth context. To gain a better understanding of this paradox, we take the personalization and privacy paradox factors as independent variables, incorporating the nonlinear relationships between personalization and privacy, and take attitude and perceived usefulness as middle variables to study mHealth adoption.
METHODS: The hypothesized model is tested through an empirical research of a 489-respondent sample in China. PLS is used for data analysis.
KEY FINDINGS: (1) Personalization and privacy are found to influence mHealth adoption intention via attitude and perceived usefulness; (2) there is a substitution relationship, also called negative synergy between personalization and privacy in mHealth contexts; (3) attitude mediates the effect of perceived usefulness on intention, indicating a significant role of attitude.
URI: http://hdl.handle.net/10397/36384
ISSN: 0928-7329 (print)
1878-7401 (online)
DOI: 10.3233/THC-140811
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