e.g. mhealth
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The study builds off the original pilot Tweet4 Wellness [59], which tested the feasibility, acceptability, and preliminary efficacy of a novel Twitter-based walking break intervention with daily behavior change strategies and prompts for social support, combined with a Fitbit compared to a Fitbit-wearing only control group.
JMIR Res Protoc 2025;14:e64455
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However, for these innovations to be successfully implemented and fully beneficial, 2 critical ergonomic dimensions must be addressed: their acceptability and their usability in human-robot interaction (HRI).
The effectiveness of SARs in geriatric institutions largely depends on the quality of HRI [5,9]. Acceptability refers to how willing users—including patients, their informal caregivers, and health care professionals—are to adopt these new tools.
JMIR Hum Factors 2025;12:e76496
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Despite differences among the 3 technologies evaluated, our objective was to assess their individual usability and acceptability using a unified approach, allowing us to implement a patient-centered strategy to enhance their development; it builds upon previous research [8]. While some overlap exists between the technologies, each was developed independently and has not yet been integrated into a common tool.
J Med Internet Res 2025;27:e67986
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Similarly, we chose to investigate an acute and a chronic sample to assess the extent to which Fitbit’s acceptability and feasibility may vary by pain acuity and patient care environment. We hypothesized that Fitbits would be acceptable and feasible devices for the assessment of physical activity and sleep in youth with acute and chronic pain.
JMIR Form Res 2025;9:e59074
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Although a sample size was identified for the pre- and posttest trial to evaluate preliminary efficacy, no sample size was predetermined for collection of acceptability data. Cohorts were conducted until the pre- and posttest sample size for enrollment was reached.
This study followed the model of feasibility by Bowen et al [29], wherein intervention acceptability is one component of feasibility; “acceptability” is the focus of this study [29].
JMIR Form Res 2025;9:e73778
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In this paper, we use Proctor’s implementation outcomes (denoted here in italics) to explore the feasibility of this novel methodology and describe early-stage implementation lessons learned organized across three topics of (1) data quality (adoption and appropriateness), (2) software implementation (feasibility and fidelity), and (3) participant acceptability (acceptability) [17,18].
JMIR Cancer 2025;11:e65887
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This study represents a novel attempt to elicit usability, acceptability, and preference data to inform product design during the early development of a shoulder-mounted sensor designed specifically for overdose events.
Participants were recruited from a walk-in substance use disorder outpatient clinic located in Camden, New Jersey, between September and December 2023.
J Med Internet Res 2025;27:e73566
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However, in order for such complex interventions to become applicable to general clinical practice, it is important to understand acceptability to their target audience—patients. Guidelines on developing such interventions highlight the importance of acceptability assessment as part of the process [12,13].
JMIR Form Res 2025;9:e67608
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This acceptability and feasibility study arose from a strong interest from clinicians working with Aboriginal and Torres Strait Islander people who use methamphetamine and their desire to have access to the web application as an adjunct to client consultations. Process evaluations are an essential part of testing complex interventions [18] as they identify why an intervention might work and how it can be improved [19].
JMIR Form Res 2025;9:e58369
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This study aims to test the acceptability of its pilot program using Sekhon’s theoretical framework of acceptability (TFA) as a guide [20]. Evaluating acceptability can identify factors affecting adherence, execution, and outcomes, facilitating necessary adjustments to the intervention’s design to boost its practicality and acceptance.
JMIR Form Res 2025;9:e70471
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