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Updated: Aug 16, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Development of an innovative strategy to determine functioning attributed to health conditions in low-resource
Maria Yvonne Charumbira1, Karina Berner1, Denric Blaauw2
1Division of Physiotherapy, Department of Health and Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.
Objectives:
Rehabilitation is a health strategy that aims to reduce functioning problems. There is a lack of country-level data on the burden and type of functioning problems to inform service planning and management of patients' rehabilitation needs, particularly at primary care level in low-resource settings. Health researchers need an application that automates synthesis of data extracted from several peer-reviewed publications to determine the most prevalent functioning problems compared across several health states. This article describes the journey leading to the conceptualization and development of the Rehab4all application and compares the application's performance to a standard desktop program.
Methods:
A descriptive case study approach was used to report on the following steps involved in the development of the web-based Rehab4all application: (i) preliminary literature review to assess the evidence gap of country-level data on functioning problems comparable across several health states; (ii) an initial attempt to perform data extraction and synthesis in Excel; (iii) design and development of Rehab4all; (iv) piloting of the Rehab4all application; and (v) implementation of application with input data from South Africa and Zimbabwe.
Results:
The Rehab4all application offers a feasible solution for synthesizing data from several peer-reviewed publications to provide information on context-specific, priority functioning problems at country level through the integrated global International Classification of Functioning, Disability and Health Framework (ICF).
Conclusion:
This bespoke innovation provides impetus for further development, profile comparison and shared information between countries to co-develop strategies which can strengthen rehabilitation service delivery.
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