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Updated: Jan 11, 2026

A Method for Quantifying Upper Limb Performance in Daily Life Using Accelerometers
Published on: April 21, 2017
Inverted-U association between daily steps and WHO-5 in university students: non-linear modeling and robustness
Huakai Zhang1,2, Shiguang Wang1, Yongchao Huang1,2
1Medical College, Zhengzhou University of Industrial Technology, Zhengzhou, Henan, China.
Higher daily steps improve student well-being up to about 8,000-12,000 steps, after which benefits plateau. This research supports progressive step guidelines for enhanced mental health in university students.
Area of Science:
- Exercise Science
- Mental Health Research
- Public Health
Background:
- Physical activity is recognized for its mental health benefits, but the precise dose-response relationship is not fully understood.
- The impact of varying physical activity levels on subjective well-being (SWB) requires further investigation, particularly in student populations.
Purpose of the Study:
- To investigate the non-linear association between daily step counts and subjective well-being (SWB) in Chinese university students.
- To identify the step threshold beyond which the benefits for SWB begin to plateau.
Main Methods:
- A cross-sectional study involving 820 university students who wore accelerometers for 7 days to measure daily steps.
- Subjective well-being was assessed using the WHO-5 questionnaire.
- Restricted cubic spline models were employed to analyze the dose-response relationship, adjusting for potential confounders.
Main Results:
- A significant non-linear association was observed between daily steps and SWB (p<0.05).
- SWB increased with step counts up to approximately 8,650 steps/day, after which it plateaued around 19,300 steps/day.
- No tested step count significantly exceeded the minimal clinically important difference compared to 4,000 steps/day.
Conclusions:
- Daily step counts are associated with improved SWB in university students, with benefits leveling off between 8,000-12,000 steps.
- These findings suggest that range-based, progressive step recommendations can support student mental health.
- The study highlights diminishing returns beyond a certain step count, indicating no harm from higher activity levels.
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