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Consumer-Grade Neurofeedback With Mindfulness Meditation: Meta-Analysis
All effect sizes were converted using Hedges g correction, as many sample sizes were small. Variances of effect sizes were calculated using standard methods [93,94]. For within-participant designs, we conducted simple mean differences between the mb NF and control condition, converting using Hedges g correction.
Bias assessment was conducted on the RCTs included in the review, following PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines [95].
J Med Internet Res 2025;27:e68204
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The Use of Digital Devices to Monitor Physical Behavior in Motor Neuron Disease: Systematic Review
J Med Internet Res 2025;27:e68479
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The Application of AI to Ecological Momentary Assessment Data in Suicide Research: Systematic Review
Reference 27: A digital companion, the Emma app, for ecological momentary assessment and prevention of
J Med Internet Res 2025;27:e63192
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All analyses were carried out in R supplemented by R Studio (version 2023.12.1.402; R Foundation for Statistical Computing), except for the power calculation for which G*Power (version 3.1; Heinrich Heine University Düsseldorf) was used. Multiple packages were used to supplement analysis and visualization, these include but are not limited to: dplyr [41], vioplot [42], ggplot2 [43], psych [44], rstatix [45], ggeffects [46], ordinal [47], and VGAM [48].
JMIR Form Res 2025;9:e68132
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