Dietary Patterns and Sustainable Lifestyles: A Multicenter Study from Latin America and Spain †
Abstract
:1. Introduction
2. Materials and Methods
2.1. Research Design
2.2. Units of Analysis
- (1)
- Sociodemographic background: country of residence, age, sex, educational level, socioeconomic aspects, and place of residence.
- (2)
- Body mass index classification: BMI (kg/m2) was determined according to self-perceived weight (in kilograms) and height (in centimeters). For adult BMI classification: underweight <18.5, Normal 18.5 to <25 kg/m2, overweight 25 to <30 kg/m2, obese ≥30 kg/m2 [31].
- (3)
- Feeding patterns.
- (4)
- Sustainable Lifestyles Survey
- (5)
- Other variables: We included the description of variables such as smoking habits (asking about frequency and amount of consumption) and physical activity (asking about the frequency of physical activity per week).
2.3. Universe and Sample
2.4. Data Analysis
3. Results
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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N | 6412 |
---|---|
Age, mean (SD) | 35.21 (12.67) |
Which of the following dietary patterns best describes you? | |
1. Flexitarian | 505 (7.9%) |
2. Keto | 78 (1.2%) |
3. Mediterranean | 817 (12.7%) |
4. Western | 1389 (21.7%) |
5. Lacto egg | 220 (3.4%) |
6. Paleolithic | 154 (2.4%) |
7. Pesco-vegetarian | 101 (1.6%) |
8. Omnivorous | 2658 (41.5%) |
9. Vegan | 75 (1.2%) |
10. Other | 415 (6.5%) |
Which country are you from? | |
1. Argentina | 740 (11.5%) |
2. Bolivia | 316 (4.9%) |
3. Chile | 753 (11.7%) |
4. Colombia | 561 (8.7%) |
5. Costa Rica | 433 (6.8%) |
6. Ecuador | 410 (6.4%) |
7. El Salvador | 375 (5.8%) |
8. Spain | 654 (10.2%) |
9. Guatemala | 225 (3.5%) |
10. Honduras | 7 (0.1%) |
11. Mexico | 511 (8.0%) |
12. Nicaragua | 7 (0.1%) |
13. Panama | 207 (3.2%) |
14. Paraguay | 291 (4.5%) |
15. Peru | 413 (6.4%) |
16. Puerto Rico | 5 (0.1%) |
17. Uruguay | 480 (7.5%) |
18. Venezuela | 24 (0.4%) |
What is your gender? | |
1. Female | 5019 (78.3%) |
2. Male | 1376 (21.5%) |
3. Other | 17 (0.3%) |
Did you smoke cigarettes? | |
1. No | 4847 (75.6%) |
2. Yes | 1565 (24.4%) |
Do you currently get at least 150 minutes of physical activity each week? | |
1. No | 3506 (54.7%) |
2. Yes | 2906 (45.3%) |
BMI, mean (SD) | 25.33 (5.20) |
Model 0 | Model 1 | Model 2 | ||||
---|---|---|---|---|---|---|
Diet | β, 95% CI | p-Value | β, 95% CI | p-Value | β, 95% CI | p-Value |
Omnivorous | Ref. | Ref. | Ref. | |||
Flexitarian | 6.12 (3.54; 8.71) | <0.001 | 5.24 (2.93; 7.56) | <0.001 | 5.24 (2.93; 7.56) | <0.001 |
Keto | −0.86 (−6.83; 5.11) | 0.777 | −1.04 (−6.72; 4.63) | 0.719 | −1.04 (−6.72; 4.63) | 0.719 |
Mediterranean | 3.58 (1.93; 5.22) | <0.001 | 2.95 (1.37; 4.53) | <0.001 | 2.95 (1.37; 4.53) | <0.001 |
Western | −6.34 (−8.03; −4.66) | <0.001 | −5.63 (−7.20; −4.06) | <0.001 | −5.63 (−7.20; −4.06) | <0.001 |
Lacto egg | 10.79 (6.82; 14.75) | <0.001 | 12.08 (8.57; 15.58) | <0.001 | 12.08 (8.57; 15.58) | <0.001 |
Paleolithic | 1.38 (−2.39; 5.15) | 0.473 | 1.61 (−2.13; 5.34) | 0.398 | 1.61 (−2.13; 5.34) | 0.398 |
Pesco-vegetarian | 6.70 (1.80; 11.60) | 0.007 | 8.27 (4.01; 12.53) | <0.001 | 8.27 (4.01; 12.53) | <0.001 |
Vegan | 11.64 (6.09; 17.19) | <0.001 | 14.90 (9.75; 20.05) | <0.001 | 14.90 (9.75; 20.05) | <0.001 |
Other | −4.39 (−7.05; −1.72) | 0.001 | −3.71 (−6.23; −1.20) | 0.004 | −3.71 (−6.23; −1.20) | 0.004 |
Food and Shopping | Transport, Recreation, and Self-Care | Environment | ||||
---|---|---|---|---|---|---|
Diet | β, 95% CI | p-Value | β, 95% CI | p-Value | β, 95% CI | p-Value |
Omnivorous | Ref. | Ref. | Ref. | |||
Flexitarian | 2.56 (1.65; 3.46) | <0.001 | 0.75 (−0.09; 1.58) | 0.081 | 1.62 (0.77; 2.47) | <0.001 |
Keto | −0.80 (−3.20; 1.60) | 0.513 | −0.16 (−2.17; 1.85) | 0.875 | −0.58 (−2.75; 1.59) | 0.600 |
Mediterranean | 1.38 (0.73; 2.03) | <0.001 | 0.09 (−0.50; 0.69) | 0.760 | 0.84 (0.22; 1.46) | 0.008 |
Western | −2.45 (−3.09; −1.81) | <0.001 | −1.55 (−2.12; −0.98) | <0.001 | −1.05 (−1.66; −0.44) | 0.001 |
Lacto egg | 5.77 (4.35; 7.18) | <0.001 | 2.59 (1.37; 3.81) | <0.001 | 3.52 (2.20; 4.85) | <0.001 |
Paleolithic | 0.20 (−1.28; 1.69) | 0.790 | 0.74 (−0.59; 2.08) | 0.274 | 0.89 (−0.57; 2.35) | 0.233 |
Pesco-vegetarian | 3.69 (1.98; 5.41) | <0.001 | 1.15 (−0.43; 2.73) | 0.155 | 2.55 (0.93; 4.17) | 0.002 |
Vegan | 6.19 (4.43; 7.96) | <0.001 | 3.28 (1.43; 5.13) | 0.001 | 4.99 (2.90; 7.07) | <0.001 |
Other | −1.39 (−2.46; −0.31) | 0.011 | −0.69 (−1.59; 0.21) | 0.131 | −1.04 (−2.02; −0.05) | 0.039 |
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Parra-Soto, S.; Carpio-Arias, T.V.; Rios-Castillo, I.; Pérez-Armijo, P.; Landaeta-Díaz, L.; Murillo, A.G.; Araneda-Flores, J.; Cavagnari, B.M.; Gómez, G.; Morales, G.; et al. Dietary Patterns and Sustainable Lifestyles: A Multicenter Study from Latin America and Spain. Foods 2025, 14, 2065. https://doi.org/10.3390/foods14122065
Parra-Soto S, Carpio-Arias TV, Rios-Castillo I, Pérez-Armijo P, Landaeta-Díaz L, Murillo AG, Araneda-Flores J, Cavagnari BM, Gómez G, Morales G, et al. Dietary Patterns and Sustainable Lifestyles: A Multicenter Study from Latin America and Spain. Foods. 2025; 14(12):2065. https://doi.org/10.3390/foods14122065
Chicago/Turabian StyleParra-Soto, Solange, Tannia Valeria Carpio-Arias, Israel Rios-Castillo, Patricio Pérez-Armijo, Leslie Landaeta-Díaz, Ana Gabriela Murillo, Jacqueline Araneda-Flores, Brian M. Cavagnari, Georgina Gómez, Gladys Morales, and et al. 2025. "Dietary Patterns and Sustainable Lifestyles: A Multicenter Study from Latin America and Spain" Foods 14, no. 12: 2065. https://doi.org/10.3390/foods14122065
APA StyleParra-Soto, S., Carpio-Arias, T. V., Rios-Castillo, I., Pérez-Armijo, P., Landaeta-Díaz, L., Murillo, A. G., Araneda-Flores, J., Cavagnari, B. M., Gómez, G., Morales, G., Cordón-Arrivillaga, K., Miranda-Durán, M., Aguilar, A. M., Ortiz, A., Meza-Miranda, E. R., Nava-González, E. J., Bejarano-Roncancio, J. J., Núñez-Martínez, B., Lima, J. P. M., ... Durán-Agüero, S. (2025). Dietary Patterns and Sustainable Lifestyles: A Multicenter Study from Latin America and Spain. Foods, 14(12), 2065. https://doi.org/10.3390/foods14122065