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Adolescents’ receptiveness to technology [5,12], particularly mobile assessment technologies [13], could significantly advance dietary assessment in this challenging population.
Few digital tools are specifically designed for adolescents, and those available often replicate traditional dietary assessment methods such as 24h Rs or food records in web or app-based formats [8,14-18]. Adolescents generally prefer apps over web-based technologies, resulting in more complete registration [13].
JMIR Res Protoc 2025;14:e70194
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AI in Health Care Service Quality: Systematic Review
Further, the Ministry of Health uses e Health as a transformative tool to improve health care delivery through digital and information technology, aligning with the Saudi Vision 2030 implementation [2] and underscoring the significant and essential benefits of technology, particularly AI, in health care, wherein technology is transforming the diagnostic process into a more collaborative and efficient one [3].
JMIR AI 2025;4:e69209
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Dementia Caregivers’ Perspectives on Technology’s Place in Care Practices: Mixed Methods Survey
Addressing these issues is crucial for maximizing the benefits of technology in dementia care [13,14].
Projections for the technology used by older adults are growing. American Association for Retired Persons estimated that older adults would spend over US$120 billion on technology in 2023, reflecting both the growing digital engagement of this population and the increasing relevance of technology in health and social care contexts [17].
JMIR Form Res 2025;9:e69596
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Advancements in technology have made it possible to incorporate point-of-care tests, such as urine dipsticks, for remote patient monitoring, even by nonmedical individuals [63]. Furthermore, future enhancements may involve integrating physical performance and muscle strength tests (eg, handgrip strength) and cognitive assessments.
JMIR Form Res 2025;9:e56905
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Enjoyment of technology, technology usability, personalization of the technology, familiarity with the specific technology, previous technology experience, support for the use of technology, and technology training acted as enablers for technology implementation into care from health or social care recipients’ perspective [17,18].
JMIR Aging 2025;8:e76141
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Inclusion was carefully considered for participants who defecated ≥3 times per 24 hours, as feces interfere with the technology detecting urine, and the presence of behaviors that could hinder the successful implementation of SCC, such as removal of the IMs or clips. The recruitment period of the study was from August 2021 to March 2023.
A total of 29 locations (residences) participated across the 6 care organizations throughout the Netherlands.
J Med Internet Res 2025;27:e72017
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After they began receiving messages from Small Steps SMS in the technology probe, participants described the program positively, with one person suggesting that it aided in motivation, “I like that it keeps me motivated throughout the day” (Participant 8, Discussion Group). This perspective was reinforced by a second participant who responded, “Yes I feel the same way. It keeps me motivated and on track” (Participant 20, Discussion Group).
JMIR Form Res 2025;9:e73279
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So far, research on technology-based fall prevention [6] has mainly focused on systems for older adults living in the community [7] and resulted in few implementations in real-world situations.
JMIR Hum Factors 2025;12:e73110
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Using OATS’ expertise in providing technology education and services, enrolled participants received a technology bundle. The technology bundle included a tablet computer device selected by the focus groups and covers 1 year of internet connectivity and technical support provided by OATS. The participants attended a 5-week i Pad course that provides information on i Pad essentials, introduction to digital culture, and physical activity resources in small groups of less than 15 in person at the CMP sites.
JMIR Res Protoc 2025;14:e65976
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This theme described ways in which participants intentionally and unintentionally chose to use technology to facilitate different aspects of participation in daily living and well-being. The subthemes include (1) elective, “active” selection of technology and (2) passive selection of technology, where participants chose technology but perceived the choice as being “forced” or unavoidable.
JMIR Aging 2025;8:e75019
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