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Mean EMAs completed in the incentivized arm was 13.3 (SD 11.2, range 0‐40, average completion rate of 31.7% out of 42 total EMA prompts) and 4.7 (SD 5.8, range 0‐28, average completion rate of 11.2% out of 42 total EMA prompts) in the nonincentivized arm (P
Smoking cessation outcomes overall and by group.
a EMA: ecological momentary assessment.
J Med Internet Res 2025;27:e67630
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Both BP and MDD groups exhibited higher BDI (P
Demographic and clinical characteristics of the participants.
a HC: healthy control.
b BP: bipolar disorder.
c MDD: major depressive disorder.
d YMRS: Young Mania Rating Scale.
e Not available.
f HAM-D: Hamilton Depression Rating Scale.
g BDI-II: Beck Depression Inventory.
h PHQ-4: Patient Health Questionnaire-4.
i BAI: Beck Anxiety Inventory.
J Med Internet Res 2025;27:e71658
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A P value
Quality-adjusted life years (QALYs) will be used for economic evaluation to compare the relative costs and outcomes of different groups. Estimating quality of life weights involves quantifying the quality of life at different health states on a scale from 0, representing the worst imaginable health state or death, to 1, indicating perfect health. These weights are directly measured in this study population using standardized instruments (ie, EQ-5 D-5 L).
JMIR Res Protoc 2025;14:e64518
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A Bonferroni correction was applied to all P values by multiplying each P value by 4, the number of tests conducted, to correct for multiple comparisons; a P value less than .05 was considered statistically significant after correction.
Timelines of OARS use were also described for MOUD providers and case managers. All analyses were conducted in R (version 4.2.1; R Foundation for Statistical Computing). All qualitative data were analyzed using a coding reliability thematic analysis approach [16].
J Med Internet Res 2025;27:e69953
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Heterogeneity across studies was quantified using the I2 statistic and P value, as high heterogeneity was anticipated due to differences in specific interventions, participant characteristics, and follow-up durations [22]. Consequently, we adopted a random-effects model to obtain more conservative effect estimates. Subgroup analysis and publication bias assessments were not conducted due to the limited number of included studies [23].
J Med Internet Res 2025;27:e73010
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All P values for Pearson correlation coefficients
b PSS-4: Perceived Stress Scale-4.
c ACC: adversity coping capability.
d PHQ-4: Patient Health Questionnaire-4.
e Not applicable.
Figure 1 shows the distribution of perceived xingfu and happiness scores. As both perceived xingfu and happiness peaked at scores of 7 (22%) and 8 (23%); therefore, perceived xingfu ≥7 was classified as high perceived xingfu in the logistic regression model.
JMIR Form Res 2025;9:e73350
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E-Cigarette Narratives of User-Generated Posts on Xiaohongshu in China: Content Analysis
Video posts were significantly more likely to generate comments than text-image posts, with an OR of 2.624 (95% CI 2.017‐3.439, P
The logistic multivariate analysis of user engagement metrics.
a Not applicable.
To the best of our knowledge, this is the first study in China to comprehensively analyze e-cigarette–related content on Xiaohongshu, a leading Chinese social media platform, over an extended period.
J Med Internet Res 2025;27:e71173
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A P value of
In addition, interrater reliability among the 7 surgeons evaluating MRI reports was assessed using Cohen kappa statistic in an effort to quantify agreement beyond chance.
The Scripps Health Institutional Review Board approved this study with a waiver for deidentified use of patient records.
JMIR AI 2025;4:e69654
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