Caregiver-Associated Physical Activity Patterns, Dietary Behaviors and Interventional Beliefs in Individuals with Down Syndrome: Insights from a Large European Survey
Abstract
1. Introduction
2. Materials and Methods
2.1. Design and Participants
2.2. Statistical Analyses
2.2.1. Missingness and Sparsity
2.2.2. Data Preprocessing
2.2.3. Descriptive and Regression Analyses
3. Results
3.1. Practices: Shared Physical Activity Patterns Between Caregivers and Family Members with DS
3.2. Practices: Dietary Habits and Eating Patterns in Individuals with DS
3.3. Attitudes: Interventional Beliefs Among Caregivers
3.4. Attitudes: Caregiver Confidence in DS Family Member Engaging in Healthier Behaviors
4. Discussion
4.1. The Role of Sex, Age, and Caregivers in Shaping Exercise Habits in DS
4.2. Dietary Patterns and Food Structure in Individuals with DS
4.3. Confidence, Interventional Beliefs and Barriers
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| DS | Down syndrome |
| SSB | Sugar-sweetened beverage |
| WHO | World Health Organization |
| PA | Physical activity |
| NCD | Non-communicable disease |
Appendix A
| Predictor | aOR | 95% CI | p |
|---|---|---|---|
| DS PA frequency~Caregiver Confidence (Ordinal CLM, n = 750) | |||
| Caregiver confidence (ref: Not at all confident) | |||
| Slightly confident | 2.66 | 1.16–6.23 | 0.022 |
| Moderately confident | 4.95 | 2.25–11.12 | <0.001 |
| Very confident | 14.68 | 6.59–33.40 | <0.001 |
| Extremely confident | 25.63 | 11.30–59.36 | <0.001 |
| Covariates | |||
| Sex (Female vs. Male) | 0.94 | 0.71–1.25 | 0.677 |
| Age: 16–30 vs. 1–15 years | 0.87 | 0.61–1.26 | 0.463 |
| Age: 31–45 vs. 1–15 years | 0.56 | 0.38–0.82 | 0.003 |
| Age: 46+ vs. 1–15 years | 0.39 | 0.21–0.70 | 0.002 |
| Region (Other Europe vs. Spain) | 0.65 | 0.48–0.88 | 0.006 |
| Model 2: DS PA Active/Inactive~Caregiver Exercise (Binary Logistic, n = 751) | |||
| Caregiver exercise (ref: Low) | |||
| Moderate (2–3 days/week) | 13.03 | 7.40–24.06 | <0.001 |
| High (4–7 days/week) | 7.31 | 4.16–13.44 | <0.001 |
| Covariates | |||
| Sex (Female vs. Male) | 0.78 | 0.49–1.23 | 0.28 |
| Age: 16–30 vs. 1–15 years | 0.89 | 0.45–1.74 | 0.74 |
| Age: 31–45 vs. 1–15 years | 0.4 | 0.21–0.76 | 0.006 |
| Age: 46+ vs. 1–15 years | 0.12 | 0.05–0.25 | <0.001 |
| Region (Other Europe vs. Spain) | 0.94 | 0.58–1.52 | 0.785 |
| Model 3: Perceived Obesity~Dietary Behaviors (Binary Logistic, n = 716) | |||
| SSB consumption (ref: Low) | |||
| Moderate (1–2×/week) | 1.35 | 0.90–2.02 | 0.144 |
| High (≥3×/week) | 1.14 | 0.67–1.92 | 0.632 |
| Fried food consumption (ref: Low) | |||
| Moderate (1–2×/week) | 2.27 | 1.56–3.32 | <0.001 |
| High (≥3×/week) | 1.61 | 0.91–2.81 | 0.096 |
| Snack frequency (≥2/day vs. 0–1/day) | 4 | 1.78–9.22 | <0.001 |
| Covariates | |||
| Sex (Female vs. Male) | 2.2 | 1.57–3.12 | <0.001 |
| Age: 16–30 vs. 1–15 years | 2.97 | 1.81–5.00 | <0.001 |
| Age: 31–45 vs. 1–15 years | 4.74 | 2.89–7.96 | <0.001 |
| Age: 46+ vs. 1–15 years | 7.42 | 3.74–14.99 | <0.001 |
| Region (Other Europe vs. Spain) | 1.09 | 0.75–1.57 | 0.651 |
| Interventional Belief Endorsement (Binary Logistic) | |||
| Anti-obesity drugs (n = 623) | |||
| Perceived obese (vs. not obese) | 4.21 | 2.44–7.39 | <0.001 |
| Age: 46+ vs. 1–15 years | 2.74 | 1.09–6.87 | 0.031 |
| Sex (Female vs. Male) | 0.73 | 0.43–1.23 | 0.24 |
| Meal replacers (n = 615) | |||
| Perceived obese (vs. not obese) | 2.26 | 1.22–4.21 | 0.01 |
| Sex (Female vs. Male) | 0.87 | 0.48–1.58 | 0.654 |
| Fasting/skipping meals (n = 626) | |||
| Perceived obese (vs. not obese) | 1.45 | 0.80–2.59 | 0.21 |
| Sex (Female vs. Male) | 0.92 | 0.53–1.60 | 0.77 |
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Cahill, T.; Nalesso, V.; Clarke, P.; Martinez de Lagran, M.; Strydom, A.; Chan, L.; Potier, M.-C.; Beckers, J.; Langohr, K.; Liò, P.; et al. Caregiver-Associated Physical Activity Patterns, Dietary Behaviors and Interventional Beliefs in Individuals with Down Syndrome: Insights from a Large European Survey. Nutrients 2026, 18, 1692. https://doi.org/10.3390/nu18111692
Cahill T, Nalesso V, Clarke P, Martinez de Lagran M, Strydom A, Chan L, Potier M-C, Beckers J, Langohr K, Liò P, et al. Caregiver-Associated Physical Activity Patterns, Dietary Behaviors and Interventional Beliefs in Individuals with Down Syndrome: Insights from a Large European Survey. Nutrients. 2026; 18(11):1692. https://doi.org/10.3390/nu18111692
Chicago/Turabian StyleCahill, Thomas, Valerie Nalesso, Pat Clarke, Maria Martinez de Lagran, Andre Strydom, Li Chan, Marie-Claude Potier, Johannes Beckers, Klaus Langohr, Pietro Liò, and et al. 2026. "Caregiver-Associated Physical Activity Patterns, Dietary Behaviors and Interventional Beliefs in Individuals with Down Syndrome: Insights from a Large European Survey" Nutrients 18, no. 11: 1692. https://doi.org/10.3390/nu18111692
APA StyleCahill, T., Nalesso, V., Clarke, P., Martinez de Lagran, M., Strydom, A., Chan, L., Potier, M.-C., Beckers, J., Langohr, K., Liò, P., La Torre, R. d., Forcano, L., Hiance-Delahaye, A., Hérault, Y., Dierssen, M., & GO-DS21 Consortium. (2026). Caregiver-Associated Physical Activity Patterns, Dietary Behaviors and Interventional Beliefs in Individuals with Down Syndrome: Insights from a Large European Survey. Nutrients, 18(11), 1692. https://doi.org/10.3390/nu18111692

