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Data were collected through in-depth, semistructured qualitative interviews (n=14) and a 14-item quantitative satisfaction survey (n=27). The TFA guided the study design, including the interview guide, coding, and interpretation processes [20].
The CONFIDENCE intervention is a culturally tailored 5-session psychoeducational program delivered via teleconference to up to 12 caregivers at a time. Sessions include the delivery of didactic content interspersed with practice exercises and discussions.
JMIR Form Res 2025;9:e70471
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The 16 studies ranged in publication dates from 2016 to 2024, with most studies published in the last 2 years (n=10). Six studies [28,29,33,37,40,41] were randomized controlled trials (RCTs) with sample sizes ranging from 34 to 414. There were 6 nonrandomized pilot studies [31,32,34-36,42] that prospectively assigned participants to an intervention with sample sizes ranging from 15 to 50. The remainder of the studies were qualitative (n=2) or retrospective cohort studies (n=2).
J Med Internet Res 2025;27:e69538
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Demographic and anthropometric characteristics of youth football players participating in the study (n=32; 16 male and 16 female individuals). Variables include age, body mass index (BMI), height, weight, and European shoe size. These characteristics support contextual interpretation of the biomechanical and sensor data collected during Single Leg Squat testing.
a EU size: European shoe size measurement.
JMIR Form Res 2025;9:e69046
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We discuss ethnicity because this study has been conducted in a Mediterranean country, specifically in a city with 217,184 inhabitants, where 195,465 (90%) of the population is Spanish and 23,337 (10.7%) are immigrants (n=5991, 2.8% from Central and South America). The model, based on ML, can be automatically applied when a patient seeks medical attention. It is valuable for identifying patients requiring hospitalization and those eligible for home care.
J Med Internet Res 2025;27:e70674
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A total of 33 HCPs responded to the advertisements, and 20 (61%) interviews took place (n=13, 39% of the HCPs expressed an initial interest but did not commit to an interview). Interview duration ranged from 23 to 63 (mean 37, SD 9) minutes. A total of 95% (19/20) of the participants opted for a video call, whereas 5% (1/20) preferred a telephone call. Following 20 interviews, we determined that we had reached data saturation, with sufficient diversity in participant characteristics.
J Med Internet Res 2025;27:e71980
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Other demographic variables, such as relationship status, living area, and income level, were excluded due to high non-response rates, with over 45% (n=470) of participants opting not to answer. This focus on core demographic factors ensured robust and reliable statistical results. All statistical analyses were encoded and analyzed using RStudio (2023.06.2 Build 561; Posit).
This research encompassed 1074 smartphone users, with most (n=724, 67.4%) of the sample being female.
J Med Internet Res 2025;27:e60423
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