ArticleDigital health
Construal level theory in digital health: How consideration of future consequences bridges health beliefs and the intention to use fitness apps.
Article in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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5 authors.
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Abstract
Objective: Although technology-related cognitive determinants have been documented as predictors of behavioural intentions to use fitness applications (apps), research has given less attention to health-related cognitive factors. Examining these factors offers a fuller understanding of drivers of fitness app use. The temporal nature of weight management highlights the need for a time-oriented mindset to reinforce these relationships. This study integrates Consideration of Future Consequences (CFC), grounded in Construal Level Theory (CLT), as a higher-order framework linking health cognitions-perceived susceptibility (PSU), perceived severity (PSE), implicit theories of weight management (ITWM), and health consciousness (HC)-to intention to use fitness apps. Methods: Using a cross-sectional design, data were collected from 302 Chinese fitness app users (43.7% male, 56.3% female) through a snowball sampling method. Hayes' PROCESS macro was employed to test the mediation hypotheses. Results: PSU ( Conclusion: Integrating PSU, PSE, ITWM, and HC with CFC, this study advances a framework explaining how cognitive factors and future-oriented thinking shape the psychological mechanisms underlying intention to use fitness apps. Practically, developers can tailor features to health beliefs and CFC, while health communicators may emphasise long-term benefits to promote fitness technology.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.