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Participants can answer questions without traveling to a research lab, reducing a burden that is already great for individuals with Alzheimer disease and related dementias. Data collected through EMA reveal both within-day and between-day fluctuations in health and well-being [10], laying a foundation for timely, in-the-moment interventions. Furthermore, these responses provide a rich source of patient-reported outcome measures.
JMIR Mhealth Uhealth 2025;13:e57018
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Furthermore, this simplifies the prediction task to a single time point, making it more feasible to compare multiple models and augmentation strategies. Patients with a chest radiograph within 48 hours before the first elevated e CART score were included in the study. Available anterior-posterior or posterior-anterior views were included in the study cohort.
JMIR AI 2025;4:e67144
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Transcripts were coded by the first author following a template analysis approach [18] with NVivo software (version 14; Lumivero), using a prespecified codebook. The codebook was created according to a hybrid approach, using a deductive approach to generate high-level codes based on the CFIR Codebook Template [15], and an inductive approach to incorporate themes that arose from the data [19].
JMIR Form Res 2025;9:e67624
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Perinatal depression, a condition common in pregnant women, is higher among adolescent mothers than older mothers [10,11] occurring during pregnancy and up to one year after childbirth. Untreated perinatal depression is a risk for negative health outcomes for mothers and their infants [12].
JMIR Form Res 2025;9:e42406
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For example, a narrative review of an MBC approach in behavioral health clinics found such benefits as significantly improving clinical outcomes, improving symptoms more quickly, and decreasing treatment costs [6].
To this end, the EPI-CAL team chose to design and implement a web-based and tablet app called Beehive.
JMIR Hum Factors 2025;12:e65889
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In a recent review including 57 articles, Jones et al [6] conclude that home-based cardiac rehabilitation leads to an improved Qo L and exercise capacity.
So far, there is little knowledge concerning the relationship of patients’ intrinsic motivation and digital tools during home-based cardiac rehabilitation. In a small-scale study with 23 patients, Lu et al [7] identified patients’ intrinsic motivation as a key facilitator for successful rehabilitation with remote activity sensing.
JMIR Mhealth Uhealth 2025;13:e57413
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Choosing the Best Digital Health Literacy Measure for Research: Mixed Methods Study
As a result, the role of modern consumers is shifting from paternalistic models of health care, in which patients are passive recipients, to a model that encourages more active citizen involvement in their own health and care [3]. However, this transition requires a certain level of personal empowerment and self-management, 2 concepts in which health literacy (HL) plays a crucial role [4].
J Med Internet Res 2025;27:e59807
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In phase 2, the chosen assessment version covering most unmet needs was tested in a memory clinic. A tablet computer was deemed most appropriate to serve as digital device due to its size, weight, flexibility, and ease of handling. Based on a previous study on the use of a tablet-based digital expert system [26,28,30], we had taken several decisions on the hardware basis of our system before the participatory part of our study started.
JMIR Aging 2025;8:e59942
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Perceived usefulness refers to the belief that a certain technology would increase an individual’s job performance. Perceived ease of use is a belief that the use of the new technology would be effortless [27]. TAM proposes that a populations’ perceptions of usefulness and ease of use of a technology impact the population’s intention to use the technology, which in turn influences the population’s actual usage of the technology.
JMIR Form Res 2025;9:e62741
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Korean Americans are at a relatively high risk for HPV-related cancers, yet they exhibit significant disparities in HPV vaccination rates [6,7]. Notably, Korean American women demonstrate a particularly low intention to receive the HPV vaccine, with only 34.6% expressing a willingness to get the vaccine in prior studies [8].
Asian Pac Isl Nurs J 2025;9:e71865
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