Advancing biomechanics laboratories capabilities: A proposed framework for in-house technology development
Wilshaw Stevens1, Alex Loewen1, Kelly Jeans1
1Movement Science Lab, Scottish Rite for Children, TX, USA.
Clinical Biomechanics (Bristol, Avon)
|February 23, 2023
Summary
This study presents a standardized framework for developing and managing custom data analysis codes in motion analysis labs. Implementing this workflow enhances efficiency and reduces redundancy for research teams.
Area of Science:
- Biomechanical Engineering
- Data Science
- Research Methodology
Background:
- Technological advancements enable custom data analysis code development for applications like biomechanical models.
- Industry standards and procedural project management are crucial for ensuring code quality and efficiency.
Purpose of the Study:
- To provide guidance to research labs on a standardized framework for data analysis code development.
- To outline a system for managing, testing, and documenting custom codes in motion analysis settings.
Main Methods:
- A workflow is outlined, initiated by a request for custom code and completed upon verification by an independent user.
- The workflow ensures adherence to project procedures, finalization of standard operating procedures, and end-user satisfaction.
Main Results:
- The implemented workflow has demonstrated success in standardizing code development and management.
- Guidance documents and optimized workflows are essential for motion analysis labs handling multiple coding projects.
Conclusions:
- Adopting this framework effectively reduces workload by minimizing redundancies and maximizing team expertise.
- The framework promotes collaborative input, facilitating feedback throughout the code development process.
