Submitted:
01 June 2026
Posted:
02 June 2026
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Abstract
Keywords:
1. Introduction
2. Literature Review and Conceptual Framework
3. Materials and Methods
3.1. Study Area, Data and Sample
3.2. Dietary Carbon-Footprint Calculation
3.3. Statistical Analysis
4. Results
4.1. Demographic Characteristics and Dietary Profile
| Variable | Category | Female (n = 235) | Male (n = 165) |
| Age (%) | 18–24 | 94.47 | 93.33 |
| 25–34 | 3.83 | 6.67 | |
| 35–44 | 1.70 | 0.00 | |
| Dietary pattern (%) | Omnivorous | 94.04 | 98.18 |
| Vegan | 1.28 | 1.21 | |
| Semi-vegetarian | 4.26 | 0.00 | |
| Ovo-vegetarian | 0.00 | 0.61 | |
| Lacto-vegetarian | 0.43 | 0.00 |
4.2. Average Daily Dietary Carbon Footprints
4.3. Correlations Among Food Group Carbon Footprints
| Variable | Red meat | Poultry | Fish | Fruits & vegetables | Legumes |
| Red meat | – | 0.61** | 0.24** | 0.07 | 0.06 |
| Poultry | 0.61** | – | 0.23** | 0.29** | 0.19** |
| Fish | 0.24** | 0.23** | – | 0.11 | 0.21** |
| Fruits & vegetables | 0.07 | 0.29** | 0.11 | – | 0.54** |
| Legumes | 0.06 | 0.19** | 0.21** | 0.54** | – |
4.4. Age-Based Differences in Dietary Emissions
| Group (I) | Group (J) | Mean difference | p-value |
| 18–24 | 25–34 | -0.2044* | 0.012 |
| 18–24 | 35–44 | -0.0627 | 0.915 |
| 25–34 | 18–24 | 0.2044* | 0.012 |
4.5. Gender-Based Differences in Dietary Carbon Footprints
4.6. Dietary Pattern and Multivariate Emissions
4.7. Environmental Awareness and Responsible Consumption Practices
4.8. Factor Structure of Environmental Awareness
| Item | Factor 1 | Factor 2 | Factor 3 | Factor 4 |
| (h) I avoid packaged foods as much as possible | 0.761 | |||
| (b) I consume fast food or convenience foods | -0.708 | |||
| (a) I do not consume foods produced out of season | 0.662 | |||
| (d) I do not prefer imported products when shopping for food | 0.657 | |||
| (j) I prefer products that support sustainable agriculture | 0.611 | 0.580 | ||
| (i) I prefer foods grown in natural environments | 0.546 | 0.506 | ||
| (f) I purchase environmentally friendly products | 0.559 | 0.597 | ||
| (e) I am concerned about climate change | 0.839 | |||
| (k) I pay attention to avoiding food waste | 0.549 | |||
| (g) I do not buy more food than I need when grocery shopping | 0.809 | |||
| (c) I use products produced in my place of residence or nearby regions | 0.675 | |||
| (l) I ask for leftovers to be packed when I cannot finish my meal at restaurants | 0.897 |

5. Discussion
6. Conclusions and Policy Implications
Limitations and Future Research
Funding
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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| Food group | CO2 emissions (kg CO2-eq/day) |
| Red meat | 3.29 |
| Poultry | 1.12 |
| Fish | 0.39 |
| Fruits and vegetables | 0.13 |
| Legumes | 0.22 |
| Total | 5.15 |
| Variable | Source | SS | df | MS | F | p-value |
| Red meat | Between | 28.685 | 2 | 14.342 | 2.85 | 0.059 |
| Within | 1996.053 | 397 | 5.028 | |||
| Poultry | Between | 1.212 | 2 | 0.606 | 1.76 | 0.174 |
| Fish | Between | 0.805 | 2 | 0.402 | 4.16 | 0.016* |
| Gender | CO2 emissions |
| Female | 4.56 |
| Male | 5.98 |
| Variable | F | p-value |
| Red meat | 20.332 | <0.001 |
| Poultry | 23.379 | <0.001 |
| Fish | 8.369 | 0.004 |
| Legumes | 8.443 | 0.004 |
| Test statistic | Value | F | p-value |
| Pillai’s Trace | 0.137 | 2.796 | <0.001 |
| Wilks’ Lambda | 0.866 | 2.882 | <0.001 |
| Hotelling’s Trace | 0.152 | 2.956 | <0.001 |
| Roy’s Largest Root | 0.127 | 9.995 | <0.001 |
| Statement | Strongly disagree n (%) | Disagree n (%) | Neutral n (%) | Agree n (%) | Strongly agree n (%) |
| I do not consume foods produced out of season | 105 (26.3) | 182 (45.5) | 49 (12.3) | 57 (14.2) | 7 (1.8) |
| I consume fast food or convenience foods | 4 (1.0) | 48 (12.0) | 37 (9.3) | 265 (66.3) | 46 (11.5) |
| I use products produced in my place of residence or nearby regions | 4 (1.0) | 35 (8.8) | 47 (11.8) | 227 (56.8) | 87 (21.8) |
| I prefer imported products when shopping for food | 71 (17.8) | 254 (63.5) | 52 (13.0) | 21 (5.3) | 2 (0.5) |
| I purchase environmentally friendly products | 21 (5.3) | 176 (44.0) | 61 (15.3) | 104 (26.0) | 38 (9.5) |
| I do not buy more food than I need when grocery shopping | 14 (3.5) | 66 (16.5) | 70 (17.5) | 205 (51.2) | 45 (11.3) |
| I avoid packaged foods as much as possible | 94 (23.5) | 212 (53.0) | 49 (12.3) | 33 (8.3) | 12 (3.0) |
| I prefer foods grown in natural environments | 11 (2.8) | 108 (27.0) | 105 (26.3) | 148 (37.0) | 28 (7.0) |
| I prefer products that support sustainable agriculture | 19 (4.8) | 210 (52.5) | 47 (11.8) | 97 (24.3) | 27 (6.8) |
| I pay attention to avoiding food waste | 7 (1.8) | 48 (12.0) | 84 (21.0) | 217 (54.3) | 43 (10.8) |
| I ask for leftovers to be packed when I cannot finish my meal at restaurants | 29 (7.2) | 204 (51.0) | 41 (10.3) | 102 (25.5) | 24 (6.0) |
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