Related Experiment Video
Updated: Jan 23, 2026

Using Continuous Data Tracking Technology to Study Exercise Adherence in Pulmonary Rehabilitation
Published on: November 8, 2013
How does rest intolerance affect physical exercise? A dual-pathway mediation model of exercise adherence and
Ding-You Zhang1, Hu Lou1, Jun Liu1
1Institute of Sports Science, Nantong University, Nantong, China.
Objective:
This study investigated the influence of rest intolerance on physical exercise levels among university students. It examined the independent mediating roles of exercise adherence and psychological resilience, as well as their serial mediation through exercise motivation.
Methods:
A survey was administered to 24,979 university students from 155 institutions across 17 provinces in China. The survey included the Rest Intolerance Scale-8 (RIS-8), Exercise Adherence Scale, Adolescent Psychological Resilience Scale, Exercise Motivation Profile for Physical Activity (MPAM-R), and Physical Activity Rating Scale (PARS-3). Data were analysed using SPSS 27.0 with the PROCESS macro, employing 5,000 bias-corrected bootstrap resamples to test mediation effects.
Results:
Correlation analysis revealed that rest intolerance exhibited significant positive correlations with exercise adherence (r = 0.059) and exercise motivation (r = 0.006), whilst showing significant negative correlations with physical exercise (r = -0.016) and psychological resilience (r = -0.196). Exercise adherence, psychological resilience, and exercise motivation all demonstrated significant positive correlations with physical exercise. Logistic regression analysis indicated that rest intolerance significantly reduced the likelihood of achieving higher exercise levels (moderate vs. low: OR = 0.992; high vs. low: OR = 0.987). Exercise adherence emerged as the strongest predictor (OR = 1.126-1.247), whilst psychological resilience exhibited inconsistent minor association across exercise level comparisons. Gender, year group, and BMI also significantly influenced the attainment of exercise levels. Mediation analysis revealed that rest intolerance had no significant total association on physical exercise (Effect = -0.021), yet exhibited a significant direct negative association (β = -0.063, p < 0.001), demonstrating a classic suppression effect. Exercise adherence produced a significant positive mediation effect (Effect = 0.066), while psychological resilience alone showed no significant mediation. Both chain mediations were significant but directionally opposite: 'rest intolerance → exercise adherence → exercise motivation → physical exercise' exhibited negative chain mediation (Effect = -0.020); 'rest intolerance → psychological resilience → exercise motivation → physical exercise' exhibited positive chain mediation (Effect = 0.003). The total indirect effect was significant (Effect = 0.042).
Conclusion:
Rest intolerance exerts a direct inhibitory association on physical exercise, yet its indirect pathways exhibit dual-directional influences through 'behavioural persistence promotion' and 'motivation depletion inhibition', thereby obscuring the overall association. Exercise adherence serves as the most critical positive mediator, while diminished motivation quality constitutes a negative chain mechanism. Interventions targeting university students with high rest intolerance must concurrently guide healthy persistence strategies and enhance motivational autonomy alongside psychological resources.
Related Concept Videos
Exercise Stress Test
Exercise stress testing, commonly known as a treadmill test, is a noninvasive procedure used to evaluate cardiovascular function and diagnose heart conditions.
Definition
An exercise stress test measures the heart's response to exertion using a treadmill or stationary bicycle. Chest electrodes record the heart's electrical activity through an ECG, and blood pressure is monitored regularly.
Purposes
Exercise and Muscle Performance
Endurance exercises
Endurance exercises involve running, swimming, or cycling, which require repetitive movements with low force output. When a person engages in endurance exercise, a few noticeable changes occur in their skeletal muscles. For instance, the number of capillaries...
Exercise and Cardiac Output
Sustained exercise increases the muscles' oxygen demand, which can be...
Exercise and Cardiovascular Response
Light to moderate physical activity initiates a series of interconnected responses in the body. The heart rate modestly increases in anticipation of the workout, followed by widespread vasodilation as oxygen consumption by skeletal muscles increases. This results in decreased peripheral resistance, increased capillary blood flow, and accelerated...
The Resting Membrane Potential
Role of Affect in Interpersonal Attraction

