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Development of a Predictive Dashboard With Prescriptive Decision Support for Falls Prevention in Residential Aged Care: User-Centered Design Approach

Development of a Predictive Dashboard With Prescriptive Decision Support for Falls Prevention in Residential Aged Care: User-Centered Design Approach

We discuss the challenges encountered and the strategies used to overcome them during its development. This project was conducted in collaboration with a large, aged care provider that operates 24 RACFs in Sydney, Australia. The development process of the dashboard spanned from January 1, 2022, to December 31, 2023. For the dashboard views and study sample, this study used data from both respite and permanent residents who were present in a RACF between January 1, 2021, and December 31, 2021.

S Sandun Malpriya Silva, Nasir Wabe, Amy D Nguyen, Karla Seaman, Guogui Huang, Laura Dodds, Isabelle Meulenbroeks, Crisostomo Ibarra Mercado, Johanna I Westbrook

JMIR Aging 2025;8:e63609

Enabling Telemedicine From the System-Level Perspective: Scoping Review

Enabling Telemedicine From the System-Level Perspective: Scoping Review

It is regarded as a strategy for addressing many challenges facing health care service provision, particularly for improving the accessibility of services provided remotely [1].

Xuezhu Li, Lifeng Huang, Hui Zhang, Zhanming Liang

J Med Internet Res 2025;27:e65932

Challenges to Rehabilitation Services in Sub-Saharan Africa From a User, Health System, and Service Provider Perspective: Scoping Review

Challenges to Rehabilitation Services in Sub-Saharan Africa From a User, Health System, and Service Provider Perspective: Scoping Review

It is important to explore the rehabilitation challenges faced by users, health systems, and service providers. This scoping review aims to enhance our understanding of the complex demands imposed by these factors in SSA and examine the challenges associated with rehabilitation services from those 3 domains. This review follows the framework of conducting scoping reviews as proposed by Arksey and O’Malley [12].

Callixte Cyuzuzo, Marie Josee Dukuzimana, Clement Muhire, Mathew Sheldon Ames, Emmanuel Ngwakongnwi

JMIR Hum Factors 2025;12:e58841

Advancing Health Care With Digital Twins: Meta-Review of Applications and Implementation Challenges

Advancing Health Care With Digital Twins: Meta-Review of Applications and Implementation Challenges

The customized treatment and care optimization approach addresses key challenges in health care, including variability in patient physiology, delayed detection of disease progression, and limited predictive capabilities.

Mickaël Ringeval, Faustin Armel Etindele Sosso, Martin Cousineau, Guy Paré

J Med Internet Res 2025;27:e69544

Examining the Emotional and Physical Health Impact in Users of Open-Source Automated Insulin Delivery and Sources of Support: Qualitative Analysis of Patient Narratives

Examining the Emotional and Physical Health Impact in Users of Open-Source Automated Insulin Delivery and Sources of Support: Qualitative Analysis of Patient Narratives

“No special ‘key events’ other than reading many stories of a diverse group of T1’s who all seemed to overcome all the I-am-new-to-software-building challenges and reading how happy they now we’re that they took this effort. Also, reading questions of people and seeing that they were answered fast and elaborately by more experienced and knowledgeable users made a great impression on me.”

Bryan Cleal, Yanbing Chen, Mandy Wäldchen, Hanne Ballhausen, Drew Cooper, Shane O'Donnell, Christine Knoll, Niklas Krug, Klemens Raile, Tebbe Ubben, Adrian Tappe, Dana Lewis, Ingrid Willaing, Timothy Skinner, Katarina Braune

J Med Internet Res 2025;27:e48406

From Doubt to Confidence—Overcoming Fraudulent Submissions by Bots and Other Takers of a Web-Based Survey

From Doubt to Confidence—Overcoming Fraudulent Submissions by Bots and Other Takers of a Web-Based Survey

In addition, we encourage more researchers to report their challenges and successes and to report additional details about their web-based survey methodologies for mitigating the submission of fraudulent surveys and preserving data integrity in their manuscripts.

Jeffrey J Hardesty, Elizabeth Crespi, Joshua K Sinamo, Qinghua Nian, Alison Breland, Thomas Eissenberg, Ryan David Kennedy, Joanna E Cohen

J Med Internet Res 2024;26:e60184

The Challenges and Lessons Learned Building a New UK Infrastructure for Finding and Accessing Population-Wide COVID-19 Data for Research and Public Health Analysis: The CO-CONNECT Project

The Challenges and Lessons Learned Building a New UK Infrastructure for Finding and Accessing Population-Wide COVID-19 Data for Research and Public Health Analysis: The CO-CONNECT Project

Equally from a technical perspective, the challenges were identical to those sought to be solved by the earlier work of the TDCC. Once researchers or public health agencies had found relevant data needed for their study, they required data sharing and data governance approvals. This took significant time, especially if data were required from multiple organizations, even considering the streamlined processes put in place during the pandemic (such as Control of Patient Information [COPI] notices) [17,18].

Emily Jefferson, Gordon Milligan, Jenny Johnston, Shahzad Mumtaz, Christian Cole, Joseph Best, Thomas Charles Giles, Samuel Cox, Erum Masood, Scott Horban, Esmond Urwin, Jillian Beggs, Antony Chuter, Gerry Reilly, Andrew Morris, David Seymour, Susan Hopkins, Aziz Sheikh, Philip Quinlan

J Med Internet Res 2024;26:e50235

Evaluating Factors Affecting Knowledge Sharing Among Health Care Professionals in the Medical Imaging Departments of 2 Cancer Centers: Concurrent Mixed Methods Study

Evaluating Factors Affecting Knowledge Sharing Among Health Care Professionals in the Medical Imaging Departments of 2 Cancer Centers: Concurrent Mixed Methods Study

According to a 2016 report by the World Health Organization, there are many challenges that health care institutions face, such as long wait times for patient services, a lack of health care professionals, and inadequate information and communications technology (ICT) infrastructures in health care centers [1,7]. Good knowledge management practice starts with understanding each processing step and trying to identify the challenges and solutions for each of them [5,6].

Maryam Almashmoum, James Cunningham, John Ainsworth

JMIR Hum Factors 2024;11:e53780