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Skip search results from other journals and go to results- 94 Journal of Medical Internet Research
- 29 JMIR mHealth and uHealth
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- 25 JMIR Medical Informatics
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A System Model and Requirements for Transformation to Human-Centric Digital Health
Privacy is a vague, emotional, and contextual concept with social and technical dimensions [44]. It is dynamic because people’s privacy expectations and needs vary situationally. Privacy is also one of the human rights. The UNDHR expresses that “No one shall be subject to arbitrary interference with his privacy” [35]. Autonomy and privacy are closely interconnected. According to Citron [45], without personal autonomy, there is hardly personal privacy, and privacy ensures dignity.
J Med Internet Res 2025;27:e68661
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The aim of the GDPR is to protect citizens’ privacy in the context of widespread digitization while facilitating the circulation of data. It emphasizes transparency in processing health data and enhances patients’ control over their use, which are widely regarded as positive steps. However, the recent literature underscores several challenges in applying GDPR to the reuse of health data for research.
JMIR Med Inform 2025;13:e63754
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Ethical, privacy, and regulatory constraints preclude the transfer of PHI across the public domain through widely used proprietary LLM services (eg, Chat GPT, Gemini, and Claude) that can generate automated responses for MQA. However, significant health care resources (ie, utilization fees and institutional agreements) would be required to ensure the protection of PHI while accessing the largest state-of-the-art models such as GPT4 via a private cloud service provider (eg, Microsoft Azure Open AI).
JMIR Form Res 2025;9:e64544
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Legal, relational, and technical barriers can impede access to the data that enable public health agencies to act for the benefit of their communities. [1-3] Most of these barriers are at least indirectly associated with a need to protect the privacy of data subjects.
Public health data custodians are acutely aware of these risks, but sometimes zealous overprotection of individuals’ privacy can harm communities [4].
J Med Internet Res 2025;27:e70983
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As these large datasets or “big data” grow in scope, they also become more susceptible and vulnerable to privacy risks (eg, data breaches, privacy violations, and unauthorized access) that can cause undue harm to participants, organizations, and society [5].
JMIR Mhealth Uhealth 2025;13:e65747
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Women were more likely than men to have private SM accounts (96/248, 39% and 43/154, 28%, respectively; P
The association between cyberbullying, social media privacy status, social media privacy practices, and gender among the respondents (N=400).
a Chi-square test.
b Fisher exact test.
Of all the participants, 60/400 (16%) reported experiencing cyberbullying.
JMIR Med Educ 2025;11:e57812
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Promises and Pitfalls of Internet Search Data in Mental Health: Critical Review
One of the most important issues concerning the use of internet search data for mental health care research is privacy [53]. Uncertainty about users’ willingness to share data is particularly critical across diverse groups and countries, raising concerns about the feasibility of large-scale data collection and potential biases in the data obtained [53].
JMIR Ment Health 2025;12:e60754
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During the development of Community ASAP, we identified the need to understand how the rights of people living with dementia to self-determination and privacy are respected while using the alert system. The use of alert systems has raised ethical concerns about the privacy of people living with dementia [6,15].
JMIR Aging 2025;8:e64847
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However, another participant described data sharing as a “double-edged sword” that would increase privacy concerns:
I know that it is to improve the service or the product, but it is also like a double-edged sword, because your information goes into more hands so, if it is no longer completely clear to you how your information is handled, when it is already in the hands of other people. So, in that aspect, I would like to have a little more privacy.
J Med Internet Res 2025;27:e59817
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Smart Contracts and Shared Platforms in Sustainable Health Care: Systematic Review
The second factor concerns data privacy and security. Security, privacy, and data privacy represented the highest contributions to this factor (security: 8.191%; privacy: 4.498%; data privacy: 4.026%; together: 16.715%). Finally, the third factor is concerned with the processes themselves. Supply chain and supply chains had the highest contributions (supply chain: 5.135%; supply chains: 10.066%; together: 15.2%).
Factorial analysis. Io MT: Internet of Medical Things; IPFS: Inter Planetary File System.
JMIR Med Inform 2025;13:e58575
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