Big Data Analytics for Elder Care

Back to theme
Back to themes list

Back to all theme articles

Years in this theme: All years 2026 2025 2024 2023 2022 2021 2020 2018

Download Issue Citations: END BibTex RIS

Articles published in 2026 in this theme: 10 (scroll down to load remaining articles)

2026

Caregiver shows digital health data to senior woman in assisted living

View image

Development and Temporal External Validation of a Parsimonious, Interpretable Machine Learning Model for Predicting 6-Month Mortality in Long-Term Care Facilities: A Retrospective Cohort Study

Yun-Cheng Tsai, Yi-Lin Wu, Yung-Chen Yu, Yi-Wen Chen, Yi-Wen Chen, Yi-Ching Yang, Yu-Tai Lo

JMIR Aging 2026 (Sep 16); 9:e94567

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Asian couple smiling and looking at laptop, discussing finances

View image

Predicting Care Needs in Community-Dwelling Older Adults Using Explainable Machine Learning and a Multidimensional Approach Integrating Health, Social, and Environmental Factors: Cross-Sectional Study

Hyeri ‍Shin

JMIR Aging 2026 (Jul 31); 9:e93371

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Elderly woman on a video call with a doctor discussing healthcare options.

View image

Telehealth Use Among Older Adults Receiving Home- and Community-Based Services: Cross-Sectional Analysis Using the National Core Indicators–Aging and Disabilities Survey

Dana P Urbanski, Romil R Parikh, Benjamin W Langworthy, Jack M Wolf, Chanee D Fabius, Janette Dill, Eric Jutkowitz, Tetyana P Shippee

JMIR Hum Factors 2026 (Jun 02); 13:e77522

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Laptop displaying financial charts, with blurred family and house in background

View image

Changes in Internet Search Term Popularity in Elder Mistreatment (2018-2023): Infodemiology Study of Google Trends Data

Nicholas Sevey, Melvin Livingston, Kristin Lees-Haggerty, Olanike Ojelabi, Randi Campetti, Jason Burnett, Carolyn E Z Pickering, David Hancock, Rachit Sabharwal, Michael Brad Cannell

JMIR Form Res 2026 (Apr 21); 10:e83797

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Elderly man falls, assisted by caregiver, with a distressed Earth in background.

View image

Global, Regional, and National Burden of Falls Among Older Adults Aged 65 Years and Above: Secondary Data Analysis of the Global Burden of Disease Study 2021

Ze Zhang, Yingying Diao, Mingwang Fu, Wantong Han, Haoran Zhou, Ru Fan, Biyun Xu, Bingwei Chen

JMIR Aging 2026 (Apr 10); 9:e73802

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Doctor examining chest X-rays, discussing medical results with patient

View image

Comparative Performance of 3 Analytical Models in Identifying Associated Factors of Pulmonary Dysfunction–Depression Comorbidity: China Health and Retirement Longitudinal Study–Based Nationwide Cross-Sectional Study

Qinglin Cheng, Qiancheng Cao, Weilin Teng, Ruoqi Dai, Qingjun Jia, Xuexin Bai, Qingchun Li, Yifei Wu, Yinyan Huang

JMIR Med Inform 2026 (Apr 09); 14:e77940

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Medical professional prepares young man for MRI scan in a hospital

View image

Deep Learning–Based Estimated Pulmonary Biological Age From Chest Computed Tomography Images in Healthy Adults: Model Development and Validation Study

Liping Zuo, Na Zhu, Bowen Wang, Donglai Li, Jinlei Fan, Zhaolei Fan, Yongsheng Shang, Yongxiang Wang, Lei Xu, Peng Zhou, Wangshu Cai, Dexin Yu

JMIR Aging 2026 (Mar 12); 9:e78243

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Hospital utilization analytics and financial cost dashboards on computer screens.

View image

Ensemble Machine Learning Models for Predicting Patients With High Usage: Model Validation and Economic Impact Analysis

Joshua Kuan Tan, Le Quan, Hao Yi Tan, Su-Yen Goh, Julian Thumboo, Marianne Au, Yong Mong Bee, Jen Hong Tan

JMIR Med Inform 2026 (Feb 20); 14:e77202

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Nurse in a mask pushes an elderly man in a wheelchair down a hospital hallway.

View image

Demystifying Quality Metrics and Unveiling the True Measure of Quality of Care in Nursing Homes: Mixed Effects Analysis

Suhas Bharadwaj, Haneen Ali

JMIR Hum Factors 2026 (Jan 29); 13:e72770

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML

Caregiver assisting elderly woman in wheelchair with blanket

View image

Development and Validation of Machine Learning Models for Predicting Falls Among Hospitalized Older Adults: Retrospective Cross-Sectional Study

Xiyao Yang, Juan Ren, Dan Su, Manzhen Bao, Miao Zhang, Xiaoming Chen, Yanhua Li, Zonggui Wang, Xiujing Dai, Zengzeng Wei, Shuiyu Zhang, Yuxin Zhang, Juan Li, Xiaolin Li, Junjin Xu, Nan Mo

JMIR Aging 2026 (Jan 05); 9:e80602

Download Citation: END BibTex RIS

Share on Bluesky Share on Twitter Share on Facebook Share on LinkedIn

Download PDF Download XML