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Security factors on the intention to use mobile banking applications in the UK older generation (55+). A mixed-method study using modified UTAUT and MTAM - with perceived cyber security, risk, and trust

手机银行 风险感知 主题分析 计算机安全 结构方程建模 定性性质 技术接受与使用的统一理论 数据安全 定性研究 计算机科学 心理学 社会心理学 期望理论 社会学 感知 加密 神经科学 社会科学 机器学习
作者
Yasmeen Hanif,Harjinder Singh Lallie
出处
期刊:Technology in Society [Elsevier]
卷期号:67: 101693-101693 被引量:117
标识
DOI:10.1016/j.techsoc.2021.101693
摘要

The convenience and accessibility of mobile banking applications has resulted in this becoming the preferred method of banking in the UK. Although popular amongst a younger generation, uptake is significantly lower among the older generation of those aged 55+, with some attributing this to cyber security and privacy concerns. This study proposes a model that can be used to measure the influence of cyber security factors on intention to use mobile banking applications, in the UK 55+. The unified theory of acceptance and use of technology (UTAUT) model was modified to include perceived cyber security risk , perceived cyber security trust , and perceived overall cyber security . Unlike similar studies which have been solely quantitative, this research brings further insight using a mixed-methods approach which harnesses both qualitative and quantitative data. The research model was tested using partial-least-squares structural equation modelling on coded questionnaire data, collected from 191 participants. Qualitative data was analysed through a thematic analysis. Both sets of data were analysed using a final convergent mixed-method. The results show that performance expectancy followed by perceived cyber security risk are the main determinants of intention to use mobile banking applications in the UK 55+. • Less than half of 55+ intend to use a mobile banking application in next 3 months. • Performance expectancy and perceived cyber security risk influence intention to use. • Effort expectancy, cyber security trust and overall security were insignificant. • The model explains 87% of the variance for the sample.
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