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Using Digital Human Modelling to Evaluate the Risk of Musculoskeletal Injury for Workers in the Healthcare Industry
Xiaoxu Ji1, Ranuki O Hettiarachchige1, Alexa L E Littman1
1Biomedical Engineering, Gannon University, Erie, PA 16541, USA.
Sensors (Basel, Switzerland)
|March 11, 2023
Summary
This study introduces a new method using wearable sensors and digital human technology to assess workplace injury risks for healthcare workers during patient transfers. Findings reveal gender and anthropometric differences in spinal forces, informing injury prevention strategies.
Area of Science:
- Occupational Health
- Ergonomics
- Biomechanical Engineering
Background:
- Healthcare workers face high injury rates, leading to absenteeism and costs.
- Existing methods for assessing injury risk are limited.
- A novel technique combines wearable devices and digital human technology for continuous monitoring.
Purpose of the Study:
- To develop and evaluate a new method for assessing injury risk in healthcare workers.
- To identify biomechanical factors contributing to lower back injuries during patient transfers.
- To enable real-time monitoring and adjustment of potentially harmful postures.
Main Methods:
- Integration of JACK Siemens software and Xsens motion tracking system.
- Utilized 33 participants performing simulated patient transfer tasks (bed to sitting, bed to wheelchair).
- Analysis of awkward postures and spinal loads during repetitive tasks.
Main Results:
- Significant gender-based differences in spinal forces were observed at varying operational heights.
- Key anthropometric variables, including trunk and hip motion, were identified as major contributors to lower back injury risk.
- The study successfully identified specific movements associated with increased lumbar spine load.
Conclusions:
- The developed technique can identify high-risk movements and postures.
- Findings support the implementation of targeted training and environmental design improvements.
- Reducing lower back pain can decrease healthcare worker turnover, improve patient satisfaction, and lower costs.

