{"title":"检查个人电子健康素养对移动健康应用程序继续意向的影响:基于tam的方法","authors":"Oscar Chidiebere Ukaegbu, Mingyue Fan","doi":"10.1016/j.hlpt.2025.101024","DOIUrl":null,"url":null,"abstract":"<div><h3>Objectives</h3><div>Mobile health applications (MHAs) play a key role in modern healthcare delivery, yet understanding the factors influencing users' continuance intention towards these platforms remains a critical area of inquiry. This study investigates the influence of perceived e-Health literacy (PEHL) on users' trust, perceived usefulness, and perceived ease of use of MHAs, employing the Technology Acceptance Model (TAM) as a theoretical framework.</div></div><div><h3>Methods</h3><div>Structural equation modeling was employed to evaluate data collected from 430 participants in Nigeria. This approach facilitated a thorough assessment of the complex interconnections among Perceived e-health literacy, Perceived usefulness, perceived ease of use, trust, and Continuance intention of MHAs. Through the application of statistical analyses within this framework, the study aimed to offer a rigorous examination of the data and extract significant findings.</div></div><div><h3>Results</h3><div>Through this survey of MHAs users, path analysis reveals significant positive associations between PEHL and trust, perceived usefulness, and perceived ease of use, underscoring importance regarding individual competencies with shaping views of digital health resources. Moreover, trust emerges as a key mediator in the relationship between PEHL and users' continuance intention to use MHAs, highlighting its pivotal role in fostering sustained engagement with these platforms.</div></div><div><h3>Discussion</h3><div>The findings highlight the pivotal role of trust in fostering sustained engagement with MHAs. The results suggest that enhancing users' eHealth literacy can positively influence their trust and perceptions of usefulness and ease of use, which in turn can drive their intention to continue using these applications.</div></div><div><h3>Conclusions</h3><div>The study contributes to theoretical advancements in eHealth literature and offers practical insights for the design and implementation of MHAs to enhance user acceptance and engagement in digital healthcare ecosystems. The positive associations identified between PEHL, trust, and continuance intention underscore the need for strategies that enhance users' competencies and trust to ensure sustained use of MHAs.</div></div>","PeriodicalId":48672,"journal":{"name":"Health Policy and Technology","volume":"14 4","pages":"Article 101024"},"PeriodicalIF":3.7000,"publicationDate":"2025-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Examining the influence of personal eHealth literacy on continuance intention towards mobile health applications: A TAM-based approach\",\"authors\":\"Oscar Chidiebere Ukaegbu, Mingyue Fan\",\"doi\":\"10.1016/j.hlpt.2025.101024\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Objectives</h3><div>Mobile health applications (MHAs) play a key role in modern healthcare delivery, yet understanding the factors influencing users' continuance intention towards these platforms remains a critical area of inquiry. This study investigates the influence of perceived e-Health literacy (PEHL) on users' trust, perceived usefulness, and perceived ease of use of MHAs, employing the Technology Acceptance Model (TAM) as a theoretical framework.</div></div><div><h3>Methods</h3><div>Structural equation modeling was employed to evaluate data collected from 430 participants in Nigeria. This approach facilitated a thorough assessment of the complex interconnections among Perceived e-health literacy, Perceived usefulness, perceived ease of use, trust, and Continuance intention of MHAs. Through the application of statistical analyses within this framework, the study aimed to offer a rigorous examination of the data and extract significant findings.</div></div><div><h3>Results</h3><div>Through this survey of MHAs users, path analysis reveals significant positive associations between PEHL and trust, perceived usefulness, and perceived ease of use, underscoring importance regarding individual competencies with shaping views of digital health resources. Moreover, trust emerges as a key mediator in the relationship between PEHL and users' continuance intention to use MHAs, highlighting its pivotal role in fostering sustained engagement with these platforms.</div></div><div><h3>Discussion</h3><div>The findings highlight the pivotal role of trust in fostering sustained engagement with MHAs. The results suggest that enhancing users' eHealth literacy can positively influence their trust and perceptions of usefulness and ease of use, which in turn can drive their intention to continue using these applications.</div></div><div><h3>Conclusions</h3><div>The study contributes to theoretical advancements in eHealth literature and offers practical insights for the design and implementation of MHAs to enhance user acceptance and engagement in digital healthcare ecosystems. The positive associations identified between PEHL, trust, and continuance intention underscore the need for strategies that enhance users' competencies and trust to ensure sustained use of MHAs.</div></div>\",\"PeriodicalId\":48672,\"journal\":{\"name\":\"Health Policy and Technology\",\"volume\":\"14 4\",\"pages\":\"Article 101024\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Health Policy and Technology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S2211883725000528\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEALTH POLICY & SERVICES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Policy and Technology","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2211883725000528","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEALTH POLICY & SERVICES","Score":null,"Total":0}
Examining the influence of personal eHealth literacy on continuance intention towards mobile health applications: A TAM-based approach
Objectives
Mobile health applications (MHAs) play a key role in modern healthcare delivery, yet understanding the factors influencing users' continuance intention towards these platforms remains a critical area of inquiry. This study investigates the influence of perceived e-Health literacy (PEHL) on users' trust, perceived usefulness, and perceived ease of use of MHAs, employing the Technology Acceptance Model (TAM) as a theoretical framework.
Methods
Structural equation modeling was employed to evaluate data collected from 430 participants in Nigeria. This approach facilitated a thorough assessment of the complex interconnections among Perceived e-health literacy, Perceived usefulness, perceived ease of use, trust, and Continuance intention of MHAs. Through the application of statistical analyses within this framework, the study aimed to offer a rigorous examination of the data and extract significant findings.
Results
Through this survey of MHAs users, path analysis reveals significant positive associations between PEHL and trust, perceived usefulness, and perceived ease of use, underscoring importance regarding individual competencies with shaping views of digital health resources. Moreover, trust emerges as a key mediator in the relationship between PEHL and users' continuance intention to use MHAs, highlighting its pivotal role in fostering sustained engagement with these platforms.
Discussion
The findings highlight the pivotal role of trust in fostering sustained engagement with MHAs. The results suggest that enhancing users' eHealth literacy can positively influence their trust and perceptions of usefulness and ease of use, which in turn can drive their intention to continue using these applications.
Conclusions
The study contributes to theoretical advancements in eHealth literature and offers practical insights for the design and implementation of MHAs to enhance user acceptance and engagement in digital healthcare ecosystems. The positive associations identified between PEHL, trust, and continuance intention underscore the need for strategies that enhance users' competencies and trust to ensure sustained use of MHAs.
期刊介绍:
Health Policy and Technology (HPT), is the official journal of the Fellowship of Postgraduate Medicine (FPM), a cross-disciplinary journal, which focuses on past, present and future health policy and the role of technology in clinical and non-clinical national and international health environments.
HPT provides a further excellent way for the FPM to continue to make important national and international contributions to development of policy and practice within medicine and related disciplines. The aim of HPT is to publish relevant, timely and accessible articles and commentaries to support policy-makers, health professionals, health technology providers, patient groups and academia interested in health policy and technology.
Topics covered by HPT will include:
- Health technology, including drug discovery, diagnostics, medicines, devices, therapeutic delivery and eHealth systems
- Cross-national comparisons on health policy using evidence-based approaches
- National studies on health policy to determine the outcomes of technology-driven initiatives
- Cross-border eHealth including health tourism
- The digital divide in mobility, access and affordability of healthcare
- Health technology assessment (HTA) methods and tools for evaluating the effectiveness of clinical and non-clinical health technologies
- Health and eHealth indicators and benchmarks (measure/metrics) for understanding the adoption and diffusion of health technologies
- Health and eHealth models and frameworks to support policy-makers and other stakeholders in decision-making
- Stakeholder engagement with health technologies (clinical and patient/citizen buy-in)
- Regulation and health economics