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Frailty, Fitness, and Quality of Life Outcomes of a Healthy and Productive Aging Program (GrandMove) for Older Adults With Frailty or Prefrailty: Cluster Randomized Controlled Trial

Jennifer Yee Man Tang, Hao Luo, Michael Tse, Joseph Kwan, Angela Yee Man Leung, Teresa Bik-kwan Tsien Wong, Terry Yat Sang Lum, Gloria Hoi Yan Wong

JMIR Aging 2025;8:e65636

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Prescriptive Predictors of Mindfulness Ecological Momentary Intervention for Social Anxiety Disorder: Machine Learning Analysis of Randomized Controlled Trial Data

Nur Hani Zainal, Hui Han Tan, Ryan Yee Shiun Hong, Michelle Gayle Newman

JMIR Ment Health 2025;12:e67210

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Nonpharmacological Multimodal Interventions for Cognitive Functions in Older Adults With Mild Cognitive Impairment: Scoping Review

Raffy Chi-Fung Chan, Joson Hao-Shen Zhou, Yuan Cao, Kenneth Lo, Peter Hiu-Fung Ng, David Ho-Keung Shum, Arnold Yu-Lok Wong

JMIR Aging 2025;8:e70291

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Classifying the Information Needs of Survivors of Domestic Violence in Online Health Communities Using Large Language Models: Prediction Model Development and Evaluation Study

Shaowei Guan, Vivian Hui, Gregor Stiglic, Rose Eva Constantino, Young Ji Lee, Arkers Kwan Ching Wong

J Med Internet Res 2025;27:e65397

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Population-Wide Depression Incidence Forecasting Comparing Autoregressive Integrated Moving Average and Vector Autoregressive Integrated Moving Average to Temporal Fusion Transformers: Longitudinal Observational Study

Combining the Kwiatkowski-Phillips-Schmidt-Shin tests and augmented Dickey-Fuller test, we determined that both depression and unemployment were integrated of order 1 and first-order differencing applied to both variables. We then tested for significant autocorrelation in the first to third data lags. To avoid overfitting, the combination of the orders of the autoregressive and moving average components were set in the range from 0 to 3 and from 0 to 2, respectively.

Deliang Yang, Yiyi Tang, Vivien Kin Yi Chan, Qiwen Fang, Sandra Sau Man Chan, Hao Luo, Ian Chi Kei Wong, Huang-Tz Ou, Esther Wai Yin Chan, David Makram Bishai, Yingyao Chen, Martin Knapp, Mark Jit, Dawn Craig, Xue Li