Submitted:
14 January 2026
Posted:
29 January 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Conceptual Background

2.1. Advocacy
2.2. Sustainable and Healthy Eating Behaviors
2.3. The Impact of Sport-Related Behaviors on Advocacy
2.4. The Influence of Gender on Healthy Eating and Sport-Related Outcomes
3. Research Methodology
3.1. Research Design and Data Collection
3.2. Measurement Scales
3.2.1. Healthy and Sustainable Eating Behavior (HSEB)
3.2.2. Sport Engagement (SPORT)
3.2.3. Advocacy for Healthy and Sustainable Eating
3.3. Analytical Approach
Modeling Higher-Order Constructs
4. Results
4.1. Assessment of Common Method Bias
4.2. Structural Model
4.3. Structural Model
5. Discussion and Implications
6. Conclusions
References
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| Item | Loading | Reliability and convergent validity |
|---|---|---|
| Advocacy | ||
| ADV1 | 0.844 | Cronbach’s α = 0.910 Dillon-Goldstein rho = 0.937 AVE = 0.788 |
| ADV2 | 0.893 | |
| ADV3 | 0.902 | |
| ADV4 | 0.911 | |
| Avoiding food waste | ||
| AFW1 | 0.830 | Cronbach’s α = 0.878 Dillon-Goldstein rho = 0.920 AVE = 0.794 |
| AFW2 | 0.935 | |
| AFW3 | 0.904 | |
| Animal welfare | ||
| AW1 | 0.918 | Cronbach’s α = 0.895 Dillon-Goldstein rho = 0.935 AVE = 0.826 |
| AW2 | 0.919 | |
| AW3 | 0.890 | |
| Free time and sport | ||
| FTS1 | 0.781 | Cronbach’s α = 0.757 Dillon-Goldstein rho = 0.860 AVE = 0.671 |
| FTS2 | 0.864 | |
| FTS3 | 0.810 | |
| Healty and balanced diet | ||
| HBD1 | 0.762 | Cronbach’s α = 0.903 Dillon-Goldstein rho = 0.923 AVE = 0.632 |
| HBD2 | 0.878 | |
| HBD4 | 0.776 | |
| HBD5 | 0.813 | |
| HBD6 | 0.814 | |
| HBD7 | 0.801 | |
| HBD8 | 0.708 | |
| Local food | ||
| LOCALF1 | 0.923 | Cronbach’s α = 0.862 Dillon-Goldstein rho = 0.915 AVE = 0.783 |
| LOCALF2 | 0.946 | |
| LOCALF3 | 0.777 | |
| Low fat | ||
| LOWF1 | 0.865 | Cronbach’s α = 0.844 Dillon-Goldstein rho = 0.905 AVE = 0.761 |
| LOWF2 | 0.941 | |
| LOWF3 | 0.806 | |
| Meat reduction | ||
| MR1 | 0.928 | Cronbach’s α = 0.922 Dillon-Goldstein rho = 0.945 AVE = 0.811 |
| MR2 | 0.943 | |
| MR3 | 0.914 | |
| MR4 | 0.811 | |
| Quality labels | ||
| QL1 | 0.856 | Cronbach’s α = 0.918 Dillon-Goldstein rho = 0.939 AVE = 0.755 |
| QL2 | 0.908 | |
| QL3 | 0.800 | |
| QL4 | 0.882 | |
| QL5 | 0.895 | |
| Seasonal food | ||
| SF1 | 0.802 | Cronbach’s α = 0.678 Dillon-Goldstein rho = 0.819 AVE = 0.602 |
| SF2 | 0.703 | |
| SF3 | 0.818 | |
| Sport fan engagement | ||
| SFE1 | 0.918 | Cronbach’s α = 0.953 Dillon-Goldstein rho = 0.966 AVE = 0.876 |
| SFE2 | 0.960 | |
| SFE3 | 0.920 | |
| SFE4 | 0.946 | |
| Item | Loading | Reliability and convergent validity | ||
|---|---|---|---|---|
| Advocacy (first order) | ||||
| ADV1 | 0.837 | Cronbach’s α = 0.910 Dillon-Goldstein rho = 0.937 AVE = 0.788 |
||
| ADV2 | 0.894 | |||
| ADV3 | 0.904 | |||
| ADV4 | 0.914 | |||
| HSEB (higher order) | Weight | p-value | Loading | VIF |
| AFW | 0.025 | 0.887 | 0.384 | 1.205 |
| AW | 0.785 | 0.000 | 0.891 | 1.524 |
| HBD | 0.091 | 0.657 | 0.358 | 1.327 |
| LOCALF | -0.215 | 0.188 | 0.314 | 1.604 |
| LOWF | 0.022 | 0.882 | 0.291 | 1.159 |
| MR | 0.351 | 0.017 | 0.571 | 1.162 |
| QL | 0.112 | 0.563 | 0.483 | 1.663 |
| SF | 0.131 | 0.404 | 0.500 | 1.449 |
| SPORT (higher order) | Weight | p-value | Loading | VIF |
| FTS | 0.515 | 0.033 | 0.867 | 1.668 |
| SFE | 0.487 | 0.094 | 0.805 | 1.286 |
| SPORTFREQ | 0.228 | 0.457 | 0.706 | 1.537 |
| ADV | AFW | AW | FTS | HBD | LOCALF | LOWF | MR | QL | SF | SFE | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| AFW | 0.222 | ||||||||||
| AW | 0.472 | 0.441 | |||||||||
| FTS | 0.359 | 0.153 | 0.385 | ||||||||
| HBD | 0.152 | 0.157 | 0.218 | 0.169 | |||||||
| LOCALF | 0.182 | 0.180 | 0.455 | 0.211 | 0.176 | ||||||
| LOWF | 0.205 | 0.137 | 0.315 | 0.303 | 0.342 | 0.212 | |||||
| MR | 0.286 | 0.162 | 0.286 | 0.277 | 0.290 | 0.270 | 0.201 | ||||
| QL | 0.256 | 0.099 | 0.459 | 0.350 | 0.532 | 0.526 | 0.285 | 0.364 | |||
| SF | 0.343 | 0.233 | 0.580 | 0.303 | 0.364 | 0.619 | 0.294 | 0.464 | 0.510 | ||
| SFE | 0.283 | 0.203 | 0.162 | 0.580 | 0.101 | 0.166 | 0.107 | 0.059 | 0.297 | 0.237 | |
| SPORTFREQ | 0.259 | 0.064 | 0.190 | 0.751 | 0.079 | 0.133 | 0.212 | 0.113 | 0.202 | 0.146 | 0.409 |
| Path | Group Female | Group Male | Original difference | Permutation mean difference | 2.5% | 97.5% | Permutation p value |
|---|---|---|---|---|---|---|---|
| HSEB -> ADV | 0.349 | 0.518 | -0.169 | 0.024 | -0.273 | 0.309 | 0.267 |
| SPORT -> ADV | 0.295 | 0.267 | 0.027 | 0.001 | -0.307 | 0.316 | 0.861 |
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