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Among the socioeconomic variables, sex stood out, with a higher probability of women belonging to the skeptical group (OR 1.699; 95% CI (1.187-2.433); P=.004). In addition, both the education and income level variables acted in a similar way—the higher the level of education and income, the lower the probability of belonging to the skeptical group, adding also, in the case of educational level, a lower probability of belonging to the hesitant group.
JMIR Infodemiology 2025;5:e69945
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Two metrics of app use before abandonment were even more heavily right skewed—use of the self-monitoring and education features—so they were recoded as binary (
Participant descriptive characteristics.
a N/A: not applicable.
b Italicized values indicate P
c Not compared across groups due to small cell sizes.
JMIR Mhealth Uhealth 2025;13:e51707
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Patients who affirmed willingness to participate in telemonitoring (N=40) also scored higher on the continuous measure of willingness to participate than those who were not willing to participate (mean 7.9, SD 1.9 vs mean 5.5, SD 2.9; P=.002), indicating that both indices assessed the same outcome measure.
Of those 40, a total of 5 were not eligible for telemonitoring after discharge (1 patient moved to another region, 1 died before hospital discharge, and 3 were discharged to a hospice).
JMIR Form Res 2025;9:e68992
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Using Real Electronic Health Records in Undergraduate Education: Roundtable Discussion
JMIR Form Res 2025;9:e60789
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Setting power at 0.8 and α at P=.05, the calculated sample size was N=32. Peterson et al [30] reported an effect size of d=0.3 on a delayed paired association task after alcohol consumption. With power set at 0.8 and α at P=.05, the calculated sample size was N=22.
Participants were screened as part of the online recruitment process.
J Med Internet Res 2025;27:e55469
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The IDF of each CUI is given by:
where N is the number of encounters in the sample (n=5000) and df CUIj is the number of encounters in which CUI j appears.
J Med Internet Res 2025;27:e75340
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According to this legislation, neither obtaining informed consent from patients nor approval by a medical ethics committee is obligatory for these types of observational studies that contain no directly identifiable patient data (art. 24 GDPR Implementation Act jo art. 9.2 sub j GDPR). For Nivel-PCD, the project has been approved by the relevant governance bodies of Nivel-PCD under number NZR-00320.087. As mentioned, the EHR data used in this study were pseudonymized before analysis.
J Med Internet Res 2025;27:e64628
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