Associations of Sociodemographic Characteristics with Food Choice Motives’ Importance Among Mexican Adults: A Cross-Sectional Analysis
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design, Ethical Approval, and Participants
2.2. Measurements of Predictors
2.3. Measurement of Outcomes
2.4. Statistical Analysis
3. Results
3.1. Participants’ Characteristics
3.2. Food Choice Dimensions’ Relative Importance
3.3. Associations Between Sociodemographic Characteristics and Relative Food Choice Motives’ Importance
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Parameters | Total (n = 786) | Men (n = 236) | Women (n = 550) | p-Value 1 |
---|---|---|---|---|
Age, mean (SD) | 24.7 (8.5) | 24.5 (7.4) | 24.8 (8.9) | 0.609 |
Age group, n (%) | ||||
18–29 years old | 629 (80.0) | 185 (78.4) | 444 (80.7) | 0.034 |
30–40 years old | 109 (13.9) | 42 (17.8) | 67 (12.2) | |
≥41 years old | 48 (6.1) | 9 (3.8) | 39 (7.1) | |
Marital status, n (%) | ||||
Single, divorced, or widowed | 640 (81.4) | 195 (82.6) | 445 (80.9) | 0.570 |
In a relationship 2 | 146 (18.6) | 41 (17.4) | 105 (19.1) | |
Educational level, n (%) | ||||
Basic level 3 | 535 (68.1) | 152 (64.4) | 383 (69.8) | 0.140 |
Higher level 4 | 250 (31.9) | 84 (35.6) | 166 (30.2) | |
Employment status, n (%) | ||||
Unemployed | 410 (52.3) | 102 (43.2) | 308 (56.1) | 0.002 |
Employed | 375 (47.7) | 134 (56.8) | 241 (43.9) | |
SES 5, n (%) | ||||
Middle or low | 459 (58.5) | 122 (51.7) | 337 (61.4) | 0.012 |
High | 326 (41.5) | 114 (48.3) | 212 (38.6) | |
Housing status, n (%) | ||||
Owner | 469 (59.7) | 143 (60.6) | 326 (59.3) | 0.891 |
Tenant | 238 (30.3) | 71 (30.1) | 167 (30.4) | |
Borrower or other | 79 (10.0) | 22 (9.3) | 57 (10.4) | |
Food security status 6, n (%) | ||||
Food security | 381 (48.7) | 115 (48.7) | 266 (48.4) | 0.755 |
Mild food insecurity | 228 (29.0) | 65 (27.5) | 163 (29.6) | |
Moderate food insecurity | 109 (13.9) | 37 (15.7) | 72 (13.1) | |
Severe food insecurity | 68 (8.7) | 19 (8.1) | 49 (8.9) | |
Geographic residential area 7, n (%) | ||||
North | 101 (12.8) | 39 (16.5) | 62 (11.3) | 0.164 |
West | 674 (85.8) | 191 (81.0) | 483 (87.8) | |
Center and southeast | 11 (1.4) | 6 (2.5) | 5 (0.9) |
Variable | n (%) | Sensory Appeal | Mood | Convenience | HNC | Price | Food Identity | EWA | Im |
---|---|---|---|---|---|---|---|---|---|
Mean (SD) | |||||||||
Total sample | 786 (100.0) | 1.24 (0.21) | 1.09 (0.18) | 1.10 (0.19) | 1.08 (0.10) | 1.06 (0.23) | 0.90 (0.16) | 0.85 (0.15) | 0.63 (0.15) |
Sex | |||||||||
Male | 236 (30) | 1.25 (0.23) | 1.07 (0.20) | 1.12 (0.21) | 1.08 (0.10) | 1.10 (0.26) | 0.90 (0.17) | 0.82 (0.16) | 0.66 (0.15) |
Female | 550 (70) | 1.24 (0.20) | 1.10 (0.17) | 1.08 (0.18) | 1.09 (0.09) | 1.04 (0.21) | 0.90 (0.16) | 0.86 (0.14) | 0.62 (0.16) |
p-value 1 | 0.577 | 0.116 | 0.012 | 0.357 | <0.001 | 0.462 | <0.001 | 0.008 | |
Age group | |||||||||
18–29 years old | 629 (80.0) | 1.25 (0.21) * | 1.10 (0.19) * | 1.10 (0.20) | 1.08 (0.10) | 1.07 (0.24) * | 0.90 (0.16) | 0.84 (0.15) * | 0.64 (0.15) |
30–40 years old | 109 (13.9) | 1.20 (0.19) * | 1.07 (0.14) | 1.10 (0.15) | 1.10 (0.09) | 1.02 (0.19) | 0.90 (0.16) | 0.87 (0.13) | 0.61 (0.16) |
≥41 years old | 48 (6.1) | 1.16 (0.22) * | 1.02 (0.13) * | 1.07 (0.13) | 1.10 (0.08) | 0.96 (0.17) * | 0.94 (0.13) | 0.93 (0.12) * | 0.60 (0.18) |
p-value 1 | 0.001 | 0.016 | 0.532 | 0.051 | 0.001 | 0.201 | <0.001 | 0.055 | |
Marital status | |||||||||
Single | 640 (81.4) | 1.26 (0.21) | 1.10 (0.19) | 1.10 (0.20) | 1.08 (0.10) | 1.07 (0.23) | 0.89 (0.16) | 0.84 (0.15) | 0.63 (0.15) |
In a relationship 2 | 146 (18.6) | 1.17 (0.18) | 1.04 (0.15) | 1.08 (0.15) | 1.09 (0.08) | 1.02 (0.21) | 0.93 (0.13) | 0.89 (0.14) | 0.63 (0.17) |
p-value 1 | <0.001 | <0.001 | 0.176 | 0.131 | 0.020 | 0.008 | <0.001 | 0.890 | |
Educational level | |||||||||
Basic 3 | 536 (68.1) | 1.26 (0.21) | 1.11 (0.19) | 1.11 (0.21) | 1.07 (0.10) | 1.08 (0.24) | 0.90 (0.15) | 0.83 (0.15) | 0.64 (0.15) |
Higher 4 | 250 (31.9) | 1.20 (0.19) | 1.05 (0.15) | 1.08 (0.16) | 1.10 (0.09) | 1.01 (0.18) | 0.90 (0.16) | 0.87 (0.14) | 0.63 (0.17) |
p-value 1 | <0.001 | <0.001 | 0.045 | <0.001 | <0.001 | 0.710 | <0.001 | 0.557 | |
SES 5 | |||||||||
Middle or low | 459 (58.5) | 1.25 (0.21) | 1.09 (0.19) | 1.10 (0.20) | 1.08 (0.09) | 1.08 (0.24) | 0.91 (0.15) | 0.84 (0.15) | 0.63 (0.15) |
High | 326 (41.5) | 1.23 (0.21) | 1.09 (0.18) | 1.09 (0.18) | 1.09 (0.10) | 1.03 (0.18) | 0.90 (0.16) | 0.85 (0.15) | 0.63 (0.16) |
p-value 1 | 0.404 | 0.874 | 0.847 | 0.153 | 0.002 | 0.342 | 0.333 | 0.999 | |
Food security status 6 | |||||||||
Food security | 381 (48.5) | 1.25 (0.21) | 1.08 (0.19) | 1.09 (0.18) | 1.09 (0.09) | 1.03 (0.21) * | 0.90 (0.16) | 0.84 (0.15) | 0.63 (0.15) |
Mild FI | 228 (29.0) | 1.23 (0.20) | 1.09 (0.18) | 1.09 (0.19) | 1.08 (0.09) | 1.07 (0.23) | 0.93 (0.15) * | 0.85 (0.14) | 0.63 (0.15) |
Moderate FI | 109 (13.9) | 1.21 (0.16) | 1.12 (0.16) | 1.13 (0.19) | 1.08 (0.09) | 1.10 (0.24) * | 0.86 (0.17) * | 0.84 (0.15) | 0.64 (0.16) |
Severe FI | 68 (8.7) | 1.28 (0.30) | 1.09 (0.19) | 1.11 (0.26) | 1.07 (0.13) | 1.08 (0.28) | 0.88 (0.16) | 0.84 (0.18) | 0.65 (0.16) |
p-value 1 | 0.102 | 0.459 | 0.239 | 0.368 | 0.012 | 0.001 | 0.825 | 0.756 |
Sociodemographic Characteristics | Health and Natural Content | Environmental and Wildlife Awareness | Convenience | Price | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β 1 | (95% CI) | p 2 | β | (95% CI) | p 2 | β | (95% CI) | p 2 | β | (95% CI) | p 2 | |
Sex | ||||||||||||
Male vs. female (ref.) | −0.01 | −0.03, 0.01 | 0.023 | −0.05 | −0.07, −0.02 | <0.001 | 0.04 | 0.01, 0.07 | 0.008 | 0.08 | 0.04, 0.11 | <0.001 |
Age group | ||||||||||||
30–40 vs. 18–29 y (ref.) | 0.00 | −0.02, 0.03 | 0.753 | 0.02 | −0.03, 0.06 | 0.460 | 0.03 | −0.02, 0.08 | 0.253 | −0.03 | −0.09, 0.03 | 0.391 |
≥41 vs. 18–29 y (ref.) | 0.01 | −0.03, 0.05 | 0.576 | 0.06 | 0.00, 0.11 | 0.044 | 0.01 | −0.06, 0.08 | 0.832 | −0.07 | −0.15, 0.01 | 0.087 |
Educational level | ||||||||||||
Superior 3 vs. Basic 4 (ref.) | 0.02 | 0.01, 0.04 | 0.011 | 0.01 | −0.01, 0.04 | 0.330 | −0.04 | −0.07, 0.00 | 0.065 | −0.04 | −0.09, 0.00 | 0.045 |
Marital status | ||||||||||||
In a relationship vs. Single, divorced or widowed (ref.) | −0.01 | −0.03, 0.02 | 0.514 | 0.02 | −0.02, 0.05 | 0.348 | −0.01 | −0.06, 0.04 | 0.627 | 0.02 | −0.03, 0.08 | 0.424 |
Employment status | ||||||||||||
Employed vs. unemployed (ref.) | 0.01 | −0.00, 0.02 | 0.158 | 0.02 | −0.00, 0.04 | 0.080 | −0.01 | −0.04, 0.02 | 0.488 | −0.02 | −0.05, 0.01 | 0.243 |
SES 5 | ||||||||||||
Middle or low vs. high (ref.) | −0.01 | −0.01, 0.03 | 0.197 | 0.00 | −0.02, 0.03 | 0.760 | −0.01 | −0.04, 0.02 | 0.624 | 0.03 | −0.01, 0.07 | 0.062 |
Housing status | ||||||||||||
Tenant vs. owner (ref.) | 0.00 | −0.02, 0.02 | 0.910 | −0.01 | −0.04, 0.01 | 0.324 | 0.03 | 0.00, 0.07 | 0.031 | 0.01 | −0.03, 0.05 | 0.561 |
Borrower vs. owner (ref.) | −0.01 | −0.03, 0.02 | 0.738 | 0.00 | −0.03, 0.04 | 0.949 | −0.01 | −0.05, 0.04 | 0.792 | 0.02 | −0.04, 0.07 | 0.497 |
Food security status 6 | ||||||||||||
Mild FI vs. food security (ref.) | −0.01 | −0.03, 0.00 | 0.123 | 0.00 | −0.02, 0.30 | 0.857 | −0.00 | −0.03, 0.03 | 0.947 | 0.05 | 0.01, 0.09 | 0.013 |
Moderate FI vs. food security (ref.) | −0.01 | −0.03, 0.01 | 0.383 | −0.00 | −0.04, 0.03 | 0.791 | 0.04 | −0.01, 0.08 | 0.085 | 0.07 | 0.02, 0.11 | 0.008 |
Severe FI vs. food security (ref.) | −0.02 | −0.05, 0.01 | 0.138 | 0.00 | −0.04, 0.04 | 0.983 | 0.02 | −0.03, 0.07 | 0.483 | 0.05 | −0.01, 0.11 | 0.094 |
Goodness-of-fit measures | R2: 0.026, Adjusted R2: 0.016, Root MSE: 0.100 | R2: 0.044, Adjusted R2: 0.034, Root MSE: 0.152 | R2: 0.018, Adjusted R2: 0.008, Root MSE: 0.196 | R2: 0.062, Adjusted R2: 0.052, Root MSE: 0.227 |
Sociodemographic Characteristics | Sensory Appeal | Mood | Image Management | Food Identity | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
β 1 | (95% CI) | p 2 | β | (95% CI) | p 2 | β | (95% CI) | p 2 | β | (95% CI) | p 2 | |
Sex | ||||||||||||
Male vs. female (ref.) | 0.01 | −0.02, 0.05 | 0.386 | −0.02 | −0.05, 0.00 | 0.138 | 0.04 | 0.01, 0.06 | 0.004 | −0.01 | −0.04, −0.01 | 0.421 |
Age group | ||||||||||||
30–40 vs. 18–29 y (ref.) | 0.01 | −0.05, 0.67 | 0.710 | 0.03 | −0.02, 0.08 | 0.258 | −0.05 | −0.09, −0.01 | 0.011 | −0.03 | −0.07, 0.02 | 0.206 |
≥41 vs. 18–29 y (ref.) | 0.00 | −0.75, 0.077 | 0.984 | −0.02 | −0.08, 0.05 | 0.626 | −0.04 | −0.09, 0.04 | 0.080 | 0.01 | −0.06, 0.06 | 0.934 |
Educational level | ||||||||||||
Superior 3 vs. Basic 4 (ref.) | −0.04 | −0.08, −0.00 | 0.035 | −0.04 | −0.07, 0.00 | 0.030 | 0.01 | −0.02, 0.04 | 0.502 | −0.01 | −0.04, 0.02 | 0.405 |
Marital status | ||||||||||||
In a relationship vs. Single, divorced or widowed (ref.) | −0.07 | −0.11, −0.02 | 0.008 | −0.04 | −0.08, 0.00 | 0.079 | 0.04 | −0.00, 0.07 | 0.054 | 0.05 | −0.00, 0.09 | 0.017 |
Employment status | ||||||||||||
Employed vs. unemployed (ref.) | −0.05 | −0.08, −0.02 | 0.002 | −0.02 | −0.05, 0.00 | 0.176 | −0.02 | −0.04, 0.00 | 0.106 | 0.04 | 0.02, 0.07 | 0.001 |
SES 5 | ||||||||||||
Middle or low vs. high (ref.) | 0.02 | −0.05, 0.01 | 0.219 | −0.03 | −0.06, 0.00 | 0.058 | −0.00 | −0.03, 0.20 | 0.773 | 0.03 | 0.00, 0.05 | 0.039 |
Housing status | ||||||||||||
Tenant vs. owner (ref.) | 0.01 | −0.03, 0.04 | 0.674 | 0.03 | −0.00, 0.06 | 0.052 | −0.03 | −0.05, −0.00 | 0.031 | −0.02 | −0.04, 0.00 | 0.166 |
Borrower vs. owner (ref.) | 0.01 | −0.04, 0.06 | 0.700 | 0.02 | −0.03, 0.06 | 0.507 | −0.03 | −0.07, 0.00 | 0.137 | 0.02 | −0.02, 0.06 | 0.269 |
Food security status 6 | ||||||||||||
Mild FI vs. food security (ref.) | −0.01 | −0.04, 0.03 | 0.608 | 0.01 | −0.02, 0.04 | 0.534 | −0.00 | −0.03, 0.02 | 0.900 | 0.02 | −0.00, 0.05 | 0.170 |
Moderate FI vs. food security (ref.) | −0.04 | −0.08, 0.00 | 0.089 | 0.03 | −0.00, 0.07 | 0.094 | 0.01 | −0.02, 0.05 | 0.458 | 0.04 | −0.08, −0.01 | 0.009 |
Severe FI vs. food security (ref.) | 0.03 | −0.03, 0.08 | 0.371 | −0.00 | −0.05, 0.04 | 0.881 | 0.02 | −0.02, 0.06 | 0.252 | −0.03 | −0.07, 0.02 | 0.227 |
Goodness-of-fit measures | R2: 0.046, Adjusted R2: 0.036, Root MSE: 0.211 | R2: 0.033, Adjusted R2: 0.023, Root MSE: 0.185 | R2: 0.035, Adjusted R2: 0.025, Root MSE: 0.155 | R2: 0.029, Adjusted R2: 0.019, Root MSE: 0.162 |
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Salas-García, M.A.; Bernal-Orozco, M.F.; Díaz-López, A.; Betancourt-Núñez, A.; Nava-Amante, P.A.; Vizmanos, B. Associations of Sociodemographic Characteristics with Food Choice Motives’ Importance Among Mexican Adults: A Cross-Sectional Analysis. Foods 2025, 14, 158. https://doi.org/10.3390/foods14020158
Salas-García MA, Bernal-Orozco MF, Díaz-López A, Betancourt-Núñez A, Nava-Amante PA, Vizmanos B. Associations of Sociodemographic Characteristics with Food Choice Motives’ Importance Among Mexican Adults: A Cross-Sectional Analysis. Foods. 2025; 14(2):158. https://doi.org/10.3390/foods14020158
Chicago/Turabian StyleSalas-García, Miguel Amaury, María Fernanda Bernal-Orozco, Andrés Díaz-López, Alejandra Betancourt-Núñez, Pablo Alejandro Nava-Amante, and Barbara Vizmanos. 2025. "Associations of Sociodemographic Characteristics with Food Choice Motives’ Importance Among Mexican Adults: A Cross-Sectional Analysis" Foods 14, no. 2: 158. https://doi.org/10.3390/foods14020158
APA StyleSalas-García, M. A., Bernal-Orozco, M. F., Díaz-López, A., Betancourt-Núñez, A., Nava-Amante, P. A., & Vizmanos, B. (2025). Associations of Sociodemographic Characteristics with Food Choice Motives’ Importance Among Mexican Adults: A Cross-Sectional Analysis. Foods, 14(2), 158. https://doi.org/10.3390/foods14020158