The Effect of Culture and Social-Cognitive Characteristics on App Preference and Willingness to Use a Fitness App

IF 2.4 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Kiemute Oyibo, Julita Vassileva
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Abstract

Fitness apps are persuasive tools developed to motivate physical activity. Despite their popularity, there is little work on how social-cognitive characteristics such as culture, household size, physical activity level, perceived self-efficacy and social support influence users’ willingness to use them and preference (personal vs. social). Knowing these relationships can help developers tailor fitness apps to different socio-cultural groups. Hence, we conducted two studies to address the research gap. In the first study (n = 194) aimed at recruiting participants for the second study, we asked participants about their app preference (personal vs. social), physical activity level and key demographic variables. In the second study (n = 49), we asked participants about their social-cognitive beliefs about exercise and their willingness to use a fitness app (presented as a screenshot). The results of the first study showed that, in the collectivist group (Nigerians), people in large households were more likely to be active and use the social version of a fitness app than those in small households. However, in the individualist group (Canadians/Americans), neither the preference for the social or personal version of a fitness app nor the physical activity level depended on the household size. Moreover, in the second study, in the individualist model, perceived self-efficacy and perceived self-regulation have a significant total effect on willingness to use a fitness app. However, in the collectivist model, perceived social support and outcome expectation have a significant total effect on the target construct. Finally, we found that females in individualist cultures had higher overall social-cognitive beliefs about exercise than males in individualist cultures and females in collectivist cultures. The implications of the findings are discussed.
文化和社会认知特征对健身应用程序偏好和使用意愿的影响
健身应用程序是为激励体育锻炼而开发的具有说服力的工具。尽管它们很受欢迎,但关于文化、家庭规模、体育锻炼水平、自我效能感和社会支持等社会认知特征如何影响用户的使用意愿和偏好(个人偏好与社会偏好)的研究却很少。了解这些关系有助于开发人员为不同的社会文化群体量身定制健身应用程序。因此,我们进行了两项研究来填补研究空白。第一项研究(n = 194)旨在为第二项研究招募参与者,我们询问了参与者对应用程序的偏好(个人偏好与社交偏好)、体育锻炼水平和主要人口统计学变量。在第二项研究(n = 49)中,我们询问了参与者对锻炼的社会认知信念以及使用健身应用程序的意愿(以截图形式展示)。第一项研究的结果显示,在集体主义群体(尼日利亚人)中,与小家庭相比,大家庭中的人更有可能积极锻炼和使用社交版健身应用程序。然而,在个人主义群体(加拿大人/美国人)中,对社交版或个人版健身应用程序的偏好以及体育锻炼水平都与家庭规模无关。此外,在第二项研究中,在个人主义模式中,感知自我效能和感知自我调节对使用健身应用程序的意愿有显著的总体影响。然而,在集体主义模型中,感知到的社会支持和结果期望对目标建构具有显著的总效应。最后,我们发现个人主义文化中的女性比个人主义文化中的男性和集体主义文化中的女性对锻炼有更高的整体社会认知信念。本文讨论了研究结果的意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Multimodal Technologies and Interaction
Multimodal Technologies and Interaction Computer Science-Computer Science Applications
CiteScore
4.90
自引率
8.00%
发文量
94
审稿时长
4 weeks
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