Nutritional attitudes, general motivation, and perceived barriers jointly shape students' healthy lifestyle profiles, with positive nutritional attitudes associated with higher muscle mass and lower fat percentage, while barrier perceptions showed the opposite pattern.
Key Findings
Results
University students showed moderately positive nutritional attitudes and perceived personal factors as the most prominent barriers to physical activity.
Sample consisted of 600 university students (mean age = 21.08 ± 1.85 years; 50% women)
Mean nutritional attitudes score was 40.53
Mean perceived personal barriers score was 30.19, the highest barrier category
Cross-sectional design using validated scales and bioelectrical impedance analysis for body composition
Results
Men scored higher in nutritional attitudes, whereas women reported higher barrier perceptions and higher general motivation levels.
Gender differences were assessed using t-tests
Women reported higher perceptions of barriers to physical activity than men
Women also reported higher general motivation levels compared to men
Men demonstrated more positive nutritional attitudes than women
Results
Nutritional attitudes were negatively associated with perceived barriers to physical activity, and general motivation showed a weaker but significant negative association.
Correlation between nutritional attitudes and barriers: r = -0.332
Correlation between general motivation and barriers: r = -0.189
Both associations were statistically significant
Higher nutritional attitudes and higher general motivation corresponded to lower perceived barriers
Results
Nutritional attitudes predicted 11% of the variance in perceived barriers, increasing to 12.5% when general motivation was included.
Nutritional attitudes alone: R² = 0.110 (11% of variance in barriers explained)
Adding general motivation to the model increased explained variance to R² = 0.125 (12.5%)
Multiple regression analyses were used
Regression assumptions and sampling procedures were checked prior to analysis
Results
Positive nutritional attitudes were associated with higher muscle mass and lower fat percentage, while barrier perceptions showed the opposite pattern.
Nutritional attitudes positively associated with muscle mass: β = 0.270
Nutritional attitudes negatively associated with fat percentage: β = -0.156
Higher barrier perceptions were associated with lower muscle mass and higher fat percentage
Body composition was measured using bioelectrical impedance analysis
Results
Higher barriers corresponded to lower overall motivational engagement rather than increased amotivation across all motivation subscales.
The negative association between barriers and all motivation subscales included the amotivation subscale
This indicates that higher barriers correspond to lower overall motivational engagement
The pattern was consistent across all motivation subscales assessed
General motivation was assessed using a validated scale
Akil M, Tokay B, Güngör M. (2025). Physical activity barriers, nutrition, motivation, and body composition in university students.. BMC public health. https://doi.org/10.1186/s12889-025-26048-y