Journal of Health Informatics and Statistics

ORIGINAL ARTICLE 2025 November 30 Prediction of Recurrent Falls in Community-dwelling Older Adults Using Machine Learning Techniques
Objectives: This study aimed to develop a machine learning-based model to predict recurrent falls in community-dwelling older adults aged 65 and over who have a history of falling and to identify key predictors to inform early detection and preventive strategies. Methods: Data...

ORIGINAL ARTICLE 2025 November 30 Factors Influencing Attitudes toward the Mentally Ill in Nursing Students: Focusing on Mental Health Literacy and Compassion
Objectives: The aim of this study was to examine the levels of mental health literacy, compassion, and attitudes toward people with mental illness among nursing students, and to identify the factors influencing these attitudes. Methods: A total of 171 nursing students from two...

ORIGINAL ARTICLE 2025 November 30 Unveiling Spatial Dynamics and Determinants of Home-based and Institutional Long-term Care Services for the Elderly: Insights from MGWR
Objectives: This research aims to explore the spatial inequality of long-term care service uptake by using the spatial datasets of 229 administrative districts and spatial techniques. Methods: After undertaking the preliminary measure of exploratory spatial data analysis (ESDA...