Association Between Physical Activity and Adherence to Nutritional Recommendations in Individuals with Diabetes: Analysis of Self-Reported Data from the 2020 European Health Survey in Spain
Highlights
- Spanish adults with diabetes demonstrated better adherence to nutritional recommendations than age- and sex-matched controls without diabetes.
- Physical activity levels were unacceptably low in adults with diabetes and lower than in controls.
- In adults with diabetes, higher physical activity levels, female gender, and older age were linked to greater adherence to nutritional recommendations.
- Our results reinforce the value of combining nutritional counseling and physical activity promotion, which should be conducted as part of gender-sensitive and age-appropriate community-based programs.
- Innovative strategies such as digitally delivered interventions, alongside tailored education, must be considered to reduce sedentary behavior and promote physical activity and a healthy diet in adults with diabetes.
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Variables
2.2. Statistical Analysis
2.3. Ethical Considerations
3. Results
3.1. Description of the Study Population
3.2. Comparison Between Individuals with and Without Diabetes
3.3. Analysis of Adherence to Nutritional Recommendations by Gender
3.4. Physical Activity Frequency and Adherence to Nutritional Recommendations
3.5. Multivariable Analysis of Factors Associated with Higher Adherence to Nutritional Recommendations
4. Discussion
4.1. Gender-Specific Analysis
4.2. Age and Adherence to Nutritional Recommendations
4.3. Physical Activity and Adherence to Nutritional Recommendations
4.4. Public Health Implications
4.5. Study Strength and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
EESE | European Health Survey for Spain |
MD | Mediterranean diet |
PA | Physical activity |
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Variables | Categories | No Diabetes | Diabetes | p | ||
---|---|---|---|---|---|---|
N | % | N | % | |||
Gender | Male | 1020 | 49.7 | 1020 | 49.7 | NA |
Female | 1033 | 50.3 | 1033 | 50.3 | ||
Age groups | 18 to 49 years | 136 | 6.6 | 136 | 6.6 | NA |
50 to 69 years | 775 | 37.8 | 775 | 37.8 | ||
70 or older | 1138 | 55.5 | 1138 | 55.5 | ||
Age (mean) [SD] | (69.60) | [12.89] | (69.60) | [12.89] | NA | |
Living with a partner | Yes | 1081 | 53.0 | 1065 | 52.1% | 0.573 |
Educational level | No studies/primary | 1360 | 66.2 | 1549 | 75.5% | <0.001 |
Secondary | 291 | 14.2 | 239 | 11.6% | ||
High education | 402 | 19.6 | 265 | 12.9% | ||
Physical activity frequency | Sedentary/low | 1695 | 82.6 | 1819 | 88.6% | <0.001 |
Moderate/high | 358 | 17.4 | 234 | 11.4% | ||
Adherence to recommended consumption of fruits and vegetables | 1635 | 79.7 | 1657 | 80.7 | 0.433 | |
Adherence to recommended consumption of meat | 1609 | 78.6 | 1605 | 78.2 | 0.790 | |
Adherence to recommended consumption of eggs | 1849 | 90.2 | 1895 | 92.3 | 0.017 | |
Adherence to recommended consumption of fish | 979 | 47.8 | 928 | 45.2 | 0.104 | |
Adherence to recommended consumption of pasta, rice, and potatoes | 1706 | 83.3 | 1700 | 82.8 | 0.739 | |
Adherence to recommended consumption of bread and cereals | 124 | 6.1 | 140 | 6.8 | 0.340 | |
Adherence to recommended consumption of legumes | 134 | 6.5 | 136 | 6.6 | 0.950 | |
Adherence to recommended consumption of dairy products | 1732 | 84.5 | 1747 | 85.1 | 0.602 | |
Adherence to recommended consumption of sugary soft drinks | 1259 | 61.5 | 1584 | 77.2 | <0.001 | |
Number of nutritional recommendations achieved (mean) [SD] | (5.30) | [1.2] | (6.19) | [1.34] | <0.001 | |
Five or more nutritional recommendations achieved | 1569 | 76.9 | 1852 | 90.6 | <0.001 |
Male | Female | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Variables | Categories | No Diabetes | Diabetes | p | No Diabetes | Diabetes | p | ||||
N | % | N | % | % | N | % | N | % | |||
Age groups * | 18 to 49 years | 74 | 7.3 | 74 | 7.3 | NA | 62 | 6.0 | 62 | 6.0 | NA |
50 to 69 years | 447 | 44.0 | 447 | 44.0 | 328 | 31.8 | 328 | 31.8 | |||
70 or older | 496 | 48.8 | 496 | 48.8 | 642 | 62.2 | 642 | 62.2 | |||
Age (mean) [SD] * | (67.84) | [12.43] | (67.84) | [12.43] | NA | (71.35) | [13.10] | (71.35) | [13.10] | NA | |
Living with a partner * | Yes | 641 | 63.3 | 643 | 63.2 | 0.981 | 440 | 42.8 | 422 | 41.1 | 0.410 |
Educational level * | No studies/primary | 622 | 61.0 | 714 | 70.0 | <0.001 | 738 | 71.4 | 835 | 80.8 | <0.001 |
Secondary | 157 | 15.4 | 145 | 14.2 | 134 | 13.0 | 94 | 9.1 | |||
High education | 241 | 23.6 | 161 | 15.8 | 161 | 15.6 | 104 | 10.1 | |||
Physical activity frequency * | Sedentary/low | 822 | 80.6 | 885 | 86.8 | <0.001 | 873 | 84.5 | 934 | 90.4 | <0.001 |
Moderate/high | 198 | 19.4 | 135 | 13.2 | 160 | 15.5 | 99 | 9.6 | |||
Adherence to recommended consumption of fruits and vegetables * | 771 | 75.7 | 804 | 78.8 | 0.091 | 864 | 83.7 | 853 | 82.6 | 0.518 | |
Adherence to recommended consumption of meat | 774 | 76.2 | 778 | 76.3 | 0. 958 | 835 | 81.0 | 827 | 80.1 | 0.617 | |
Adherence to recommended consumption of eggs | 915 | 89.9 | 944 | 92.6 | 0.028 | 934 | 90.6 | 951 | 92.1 | 0.242 | |
Adherence to recommended consumption of fish | 459 | 45.1 | 473 | 46.4 | 0.564 | 520 | 50.4 | 455 | 44.0 | 0.004 | |
Adherence to recommended consumption of pasta, rice, and potatoes | 86 | 8.5 | 69 | 6.8 | 0.156 | 48 | 4.7 | 67 | 6.5 | 0.084 | |
Adherence to recommended consumption of bread and cereals * | 875 | 86.0 | 874 | 85.7 | 0.849 | 831 | 80.5 | 826 | 80.0 | 0.825 | |
Adherence to recommended consumption of legumes | 60 | 5.9 | 69 | 6.8 | 0.467 | 64 | 6.2 | 71 | 6.9 | 0.593 | |
Adherence to recommended consumption of dairy products * | 838 | 82.4 | 847 | 83.1 | 0.682 | 894 | 86.6 | 900 | 87.1 | 0.745 | |
Adherence to recommended consumption of sugary soft drinks | 585 | 57.6 | 788 | 77.3 | <0.001 | 674 | 65.3 | 796 | 77.1 | <0.001 | |
Number of nutritional recommendations achieved (mean) [SD] * | 5.29 | 1.33 | 6.16 | 1.36 | <0.001 | 5.53 | 1.22 | 6.44 | 1.33 | <0.001 | |
Five or more nutritional recommendations achieved * | 765 | 73.4 | 896 | 87.8 | <0.001 | 804 | 83.2 | 956 | 92.4 | <0.001 |
Diabetes | ||||||
---|---|---|---|---|---|---|
Variable | Categories | Sedentary/Low | Moderate/High | p | ||
N | % | N | % | |||
Gender | Male | 885 | 48.6 | 135 | 57.5 | 0.011 |
Female | 934 | 51.4 | 99 | 42.5 | ||
Age groups | 18 to 49 years | 104 | 5.7 | 32 | 13.7 | <0.001 |
50 to 69 years | 667 | 36.7 | 108 | 46.4 | ||
70 or older | 1045 | 57.5 | 93 | 39.9 | ||
Age (Mean) [SD] | 70.46 | 12.42 | 63.84 | 13.22 | <0.001 | |
Living with a partner | No | 882 | 48.6 | 98 | 41.8 | 0.057 |
Yes | 930 | 51.4 | 135 | 58.2 | ||
Educational level | No studies/primary | 1414 | 77.7% | 135 | 57.5% | <0.001 |
Secondary | 198 | 10.9% | 41 | 17.6% | ||
High education | 207 | 11.4% | 58 | 24.9% | ||
Adherence to recommended consumption of fruits and vegetables | 1526 | 79.9 | 210 | 86.4 | 0.016 | |
Adherence to recommended consumption of meat | 1507 | 78.9 | 186 | 76.5 | 0.406 | |
Adherence to recommended consumption of eggs | 1764 | 92.4 | 221 | 90.9 | 0.446 | |
Adherence to recommended consumption of fish | 861 | 45.1 | 111 | 45.7 | 0.891 | |
Adherence to recommended consumption of pasta, rice, and potatoes | 126 | 6.6 | 16 | 6.6 | 1.000 | |
Adherence to recommended consumption of bread and cereals | 1572 | 82.3 | 205 | 84.4 | 0.473 | |
Adherence to recommended consumption of legumes | 124 | 6.5 | 23 | 9.5 | 0.103 | |
Adherence to recommended consumption of dairy products | 1614 | 84.5 | 219 | 90.5 | 0.012 | |
Adherence to recommended consumption of sugary soft drinks | 1459 | 76.4 | 205 | 84.4 | 0.004 | |
Number of nutritional recommendations achieved (mean) [SD] | 5.85 | 1.35 | 6.48 | 1.22 | <0.001 | |
Five or more nutritional recommendations achieved | 1573 | 86.48 | 227 | 97.01 | <0.001 |
No Diabetes | ||||||
---|---|---|---|---|---|---|
Variable | Categories | Sedentary/Low | Moderate/High | p | ||
N | % | N | % | |||
Gender | Male | 822 | 48.5 | 198 | 55.2 | 0.019 |
Female | 873 | 51.5 | 160 | 44.8 | ||
Age groups | 18 to 49 years | 92 | 5.4 | 44 | 12.4 | <0.001 |
50 to 69 years | 609 | 36.0 | 166 | 46.8 | ||
70 or older | 993 | 58.6 | 145 | 40.8 | ||
Age (Mean) [SD] | 70.75 | 12.58 | 64.73 | 11.99 | <0.001 | |
Living with a partner | No | 82 | 47.6 | 157 | 43.6 | 0.226 |
Yes | 882 | 52.4 | 199 | 56.4 | ||
Educational level | No studies/primary | 1197 | 70.6 | 163 | 45.1 | <0.001 |
Secondary | 219 | 12.9 | 72 | 20.3 | ||
High education | 279 | 16.5 | 123 | 34.6 | ||
Adherence to recommended consumption of fruits and vegetables | 1338 | 79.0 | 297 | 83.7 | 0.047 | |
Adherence to recommended consumption of meat | 1337 | 79.2 | 272 | 76.1 | 0.188 | |
Adherence to recommended consumption of eggs | 1537 | 90.9 | 312 | 87.3 | 0.039 | |
Adherence to recommended consumption of fish | 806 | 47.7 | 173 | 48.5 | 0.795 | |
Adherence to recommended consumption of pasta, rice, and potatoes | 109 | 6.4 | 25 | 7.0 | 0.682 | |
Adherence to recommended consumption of bread and cereals | 1398 | 82.7 | 308 | 85.9 | 0.136 | |
Adherence to recommended consumption of legumes | 105 | 6.2 | 19 | 5.4 | 0.530 | |
Adherence to recommended consumption of dairy products | 1432 | 84.7 | 300 | 83.9 | 0.729 | |
Adherence to recommended consumption of sugary soft drinks | 1026 | 60.7 | 233 | 65.4 | 0.105 | |
Number of nutritional recommendations achieved (mean) [SD] | 5.19 | 1.279 | 5.45 | 1.33 | 0.424 | |
Five or more nutritional recommendations achieved | 1312 | 77.40 | 267 | 74.58 | 0.675 |
Variables | Categories | No Diabetes | Diabetes | All Participants | ||||||
---|---|---|---|---|---|---|---|---|---|---|
OR | CI95% | OR | CI95% | OR | CI95% | |||||
Inf | Sup | Inf | Sup | Inf | Sup | |||||
Gender | Male | Reference | - | - | Reference | - | - | Reference | - | - |
Female | 1.540 | 1.227 | 1.933 | 1.342 | 1.128 | 1.590 | 1.425 | 1.256 | 1.657 | |
Age groups | 18 to 49 years | Reference | - | - | Reference | - | - | Reference | Reference | Reference |
50 to 69 years | 2.356 | 1.595 | 3.479 | 1.635 | 1.061 | 2.569 | 1.911 | 1.287 | 2.606 | |
70 or older | 3.259 | 2.101 | 5.902 | 1.852 | 1.468 | 6.013 | 2.480 | 1.627 | 3.833 | |
Physical activity frequency | Sedentary/low | NS | NS | NS | Reference | - | - | Reference | - | - |
Moderate/high | NS | NS | NS | 1.991 | 1.201 | 3.146 | 1.435 | 1.118 | 1.842 | |
Diabetes | No | NA | NA | NA | NA | NA | NA | Reference | - | - |
Yes | NA | NA | NA | NA | NA | NA | 1.692 | 1.427 | 2.006 |
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Llamas-Saez, C.; Jiménez-García, R.; Zeng-Zhang, L.; Zamorano-León, J.J.; Cuadrado-Corrales, N.; Carabantes-Alarcón, D.; Bodas-Pinedo, A.; López-de-Andrés, A.; Jimenez-Sierra, A.; Serra-Paya, N. Association Between Physical Activity and Adherence to Nutritional Recommendations in Individuals with Diabetes: Analysis of Self-Reported Data from the 2020 European Health Survey in Spain. Nutrients 2025, 17, 1382. https://doi.org/10.3390/nu17081382
Llamas-Saez C, Jiménez-García R, Zeng-Zhang L, Zamorano-León JJ, Cuadrado-Corrales N, Carabantes-Alarcón D, Bodas-Pinedo A, López-de-Andrés A, Jimenez-Sierra A, Serra-Paya N. Association Between Physical Activity and Adherence to Nutritional Recommendations in Individuals with Diabetes: Analysis of Self-Reported Data from the 2020 European Health Survey in Spain. Nutrients. 2025; 17(8):1382. https://doi.org/10.3390/nu17081382
Chicago/Turabian StyleLlamas-Saez, Carlos, Rodrigo Jiménez-García, Luyi Zeng-Zhang, José J. Zamorano-León, Natividad Cuadrado-Corrales, David Carabantes-Alarcón, Andrés Bodas-Pinedo, Ana López-de-Andrés, Ana Jimenez-Sierra, and Noemí Serra-Paya. 2025. "Association Between Physical Activity and Adherence to Nutritional Recommendations in Individuals with Diabetes: Analysis of Self-Reported Data from the 2020 European Health Survey in Spain" Nutrients 17, no. 8: 1382. https://doi.org/10.3390/nu17081382
APA StyleLlamas-Saez, C., Jiménez-García, R., Zeng-Zhang, L., Zamorano-León, J. J., Cuadrado-Corrales, N., Carabantes-Alarcón, D., Bodas-Pinedo, A., López-de-Andrés, A., Jimenez-Sierra, A., & Serra-Paya, N. (2025). Association Between Physical Activity and Adherence to Nutritional Recommendations in Individuals with Diabetes: Analysis of Self-Reported Data from the 2020 European Health Survey in Spain. Nutrients, 17(8), 1382. https://doi.org/10.3390/nu17081382