Physical Activity Enjoyment and Orthorexic Eating Behaviours in Turkish Adults: A Cross-Sectional Study
Highlights
- Enjoyment of physical activity was not meaningfully associated with orthorexic tendencies in adults.
- Orthorexic symptoms were modestly related to higher BMI and self-identifying one’s diet as healthy and balanced.
- Pleasure derived from physical activity does not appear to be a key factor in orthorexic eating in non-clinical populations.
- Weight status and diet-related self-perceptions may be more relevant targets for understanding and assessing orthorexic tendencies.
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Group
2.2. Ethics
2.3. Sociodemographic, Health, and Lifestyle Variables
2.4. Physical Activity Enjoyment-PACES
2.5. Orthorexic Eating Behaviours-ONI
2.6. Data Handling, Scoring, and Reliability
2.7. Statistical Analysis
Sensitivity Analysis
3. Results
3.1. Sample Characteristics
3.2. Descriptive Statistics and Reliability of Study Measures
- Bivariate Associations among Study Variables
3.3. Differences in PACES and ONI Scores by BMI Category
3.4. Hierarchical Regression Analyses Predicting Orthorexic Symptoms
3.5. Incremental Contribution of Physical Activity Enjoyment
3.6. Sensitivity Analyses and Model Diagnostics
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BMI | Body Mass Index |
| ON | Orthorexia Nervosa |
| ONI | Orthorexia Nervosa Inventory |
| PACES | Physical Activity Enjoyment Scale |
| PA | Physical Activity |
| WHO | World Health Organization |
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| Analysis | Test Family | Statistical Test | Type of Sensitivity Analysis | α | Effect Size Input | Groups/Predictors | Total N | Power at Specified Effect Size |
|---|---|---|---|---|---|---|---|---|
| PA (ANOVA) | F tests | ANOVA: Fixed effects, omnibus | Sensitivity: power at specified α, n, f | 0.05 | f = 0.10 (small) | k = 3 | 434 | ≥0.95 |
| BMI (ANOVA) | F tests | ANOVA: Fixed effects, omnibus | Sensitivity | 0.05 | f = 0.10 (small) | k = 4 | 434 | ≥0.90 |
| ANOVA (observed) | F tests | ANOVA: Fixed effects, omnibus | Sensitivity | 0.05 | f = 0.17–0.20 (from ηp2 = 0.029–0.039) | k = 3–4 | 434 | >0.99 |
| Regression (ΔR2 = 0.015) | F tests | Linear multiple regression: Fixed model, R2 increase | Sensitivity | 0.05 | f2 = 0.015 | tested = 1; total = 6 | 434 | ≈0.93 |
| Regression (ΔR2 = 0.020) | F tests | Linear multiple regression: Fixed model, R2 increase | Sensitivity | 0.05 | f2 = 0.020 | tested = 1; total = 6 | 434 | ≈0.97 |
| Variable | Category | n | % |
|---|---|---|---|
| Age group | 18–24/25–34/35–44/≥45 | 266/59/62/47 | 61.3/13.6/14.3/10.8 |
| Sex | Male/Female | 242/192 | 55.8/44.2 |
| BMI | Underweight/Normal/Overweight/Obese | 26/230/141/37 | 6.0/53.0/32.5/8.5 |
| PA status | Inactive/Insufficient/Regular | 51/116/267 | 11.8/26.7/61.5 |
| Diet | Unbalanced/Partly healthy/Healthy and balanced | 77/286/71 | 17.7/65.9/16.4 |
| Measure | M | SD | Age | BMI | PACES | ONI Total |
|---|---|---|---|---|---|---|
| Age (years) | 27.55 | 10.57 | — | 0.409 *** | 0.053 | −0.043 |
| BMI (kg/m2) | 24.48 | 3.91 | — | 0.005 | 0.111 * | |
| PACES (1–7) | 6.00 | 1.23 | — | 0.017 | ||
| ONI total (24–96) | 49.54 | 14.05 | — |
| Outcome | df (Between, Within) | F | p | ηp2 |
|---|---|---|---|---|
| PACES | (3, 430) | 1.01 | 0.389 | 0.007 |
| ONI total | (3, 430) | 4.83 | 0.003 | 0.029 |
| Behavioural | (3, 430) | 4.39 | 0.005 | 0.030 |
| Impairments | (3, 430) | 3.10 | 0.027 | 0.021 |
| Emotions | (3, 430) | 5.89 | <0.001 | 0.039 |
| Predictor | B | SE | p | 95% CI | |||
|---|---|---|---|---|---|---|---|
| Intercept | 43.16 | 5.55 | <0.001 | 32.26, 54.06 | |||
| Age (years) | −0.17 | 0.07 | 0.015 | −0.31, −0.03 | |||
| BMI (kg/m2) | 0.68 | 0.19 | <0.001 | 0.31, 1.05 | |||
| PA: Insufficient vs. Inactive | 1.82 | 2.42 | 0.453 | −2.93, 6.56 | |||
| PA: Regular vs. Inactive | 2.53 | 2.29 | 0.271 | −1.98, 7.03 | |||
| Diet: Partly vs. Healthy | −5.26 | 1.80 | 0.004 | −8.81, −1.71 | |||
| Diet: Unbalanced vs. Healthy | −11.11 | 2.37 | <0.001 | −15.76, −6.46 | |||
| PACES (mean score) | −0.37 | 0.57 | 0.511 | −1.49, 0.74 | |||
| Model fit and change (incremental ΔR2) | |||||||
| Model (Blocks) | Model 1 | Model 2 | Model 3 | ||||
| R2 | 0.0019 | 0.0797 | 0.0806 | ||||
| ΔR2 (M2–M1; M3–M2) | — | 0.0778 | 0.0009 | ||||
| Added predictors | Age | +BMI +PA +Diet | +PACES | ||||
| Interpretation | Trivial R2 | Main variance added (ΔR2 ≈ 0.078) | Negligible added variance (ΔR2 ≈ 0.001; ns) | ||||
| Key message | Age-only model explains ~0% | BMI/PA/Diet explain ~8% | PACES adds ~0% | ||||
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Orhan, B.E.; Yasin, H.; Karaçam, A.; Canlı, U.; Ben Brahim, M. Physical Activity Enjoyment and Orthorexic Eating Behaviours in Turkish Adults: A Cross-Sectional Study. Healthcare 2026, 14, 677. https://doi.org/10.3390/healthcare14050677
Orhan BE, Yasin H, Karaçam A, Canlı U, Ben Brahim M. Physical Activity Enjoyment and Orthorexic Eating Behaviours in Turkish Adults: A Cross-Sectional Study. Healthcare. 2026; 14(5):677. https://doi.org/10.3390/healthcare14050677
Chicago/Turabian StyleOrhan, Bekir Erhan, Hussain Yasin, Aydın Karaçam, Umut Canlı, and Mehdi Ben Brahim. 2026. "Physical Activity Enjoyment and Orthorexic Eating Behaviours in Turkish Adults: A Cross-Sectional Study" Healthcare 14, no. 5: 677. https://doi.org/10.3390/healthcare14050677
APA StyleOrhan, B. E., Yasin, H., Karaçam, A., Canlı, U., & Ben Brahim, M. (2026). Physical Activity Enjoyment and Orthorexic Eating Behaviours in Turkish Adults: A Cross-Sectional Study. Healthcare, 14(5), 677. https://doi.org/10.3390/healthcare14050677

