Health Profiles in Developmental Age: An Analysis of the Eating Habits and Lifestyles of a Sample of Italian Children
Abstract
1. Introduction
2. Materials and Methods
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
BMI | Body Mass Index |
Cis | Confidences intervals |
COSI | Childhood Obesity Surveillance Initiative |
ISS | Italian National Institute of Health |
LHU | Local Health Unit |
ORs | Adjusted odds ratios |
WHO | World Health Organization |
WOF-IOFT | World Obesity Federation—International Obesity Task Force |
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Variables | N = 1427 | |
---|---|---|
Child’s sex | N (%) | |
Male | 699 (49.4) | |
Female | 716 (50.6) | |
Missing data | 12 (0.8) | |
Child’s age | ||
8 years | 840 (58.9) | |
9 years | 587 (41.1) | |
Parents’ educational level | ||
Low | 206 (15.3) | |
Medium | 603 (44.9) | |
High | 535 (39.8) | |
Missing data | 83 (5.8) | |
Area of residence | ||
<10,000 | 136 (9.5) | |
10,000–50,000 | 454 (31.8) | |
>50,000 (no metropolitan area) | 399 (28.0) | |
Metropolitan/Perimetropolitan area | 438 (30.7) | |
Parents’ citizenship | ||
Both Italians | 986 (74.9) | |
One foreign parent | 90 (6.8) | |
Both foreigners | 241 (18.3) | |
Missing data | 110 (7.7) | |
The family makes ends meet with its earnings | ||
Very easily | 153 (11.8) | |
Quite easily | 654 (50.5) | |
With some difficulty | 422 (32.6) | |
With many difficulties | 67 (5.2) | |
Missing data | 131 (9.2) |
Boys (N = 699) % | Girls (N = 716) % | Total (N = 1427) * % | p-Value | |
---|---|---|---|---|
Fruit/vegetables | >0.05 | |||
Less than once a day | 22.9 | 20.9 | 22.0 | |
At least once a day | 77.1 | 79.1 | 78.0 | |
Missing data | 3.9 | 2.7 | 3.2 | |
Sugary drinks | >0.05 | |||
At least once a day | 18.0 | 18.8 | 18.6 | |
Less than once a day | 82.0 | 81.2 | 81.4 | |
Missing data | 5.6 | 4.2 | 4.9 | |
Inactivity (1) | >0.05 | |||
Yes | 12.1 | 11.9 | 11.9 | |
No | 87.9 | 88.1 | 88.1 | |
Missing data | 0.9 | 0.6 | 0.7 | |
Sedentary lifestyle (2) | >0.05 | |||
Yes | 43.2 | 38.4 | 40.9 | |
No | 56.8 | 61.6 | 59.1 | |
Missing data | 8.3 | 8.4 | 8.4 | |
Overweight including obesity | >0.05 | |||
Yes | 22.6 | 25.5 | 24.0 | |
No | 77.4 | 74.5 | 76.0 | |
Missing data | 0.6 | 0.7 | 1.5 | |
Obesity | >0.05 | |||
Yes | 7.6 | 6.5 | 7.0 | |
No | 92.4 | 93.5 | 93.0 | |
Missing data | 0.6 | 0.7 | 1.5 |
Socio-Economic Characteristics | Fruit/ Vegetables <Once/Day (%) | p-Value | Sugary Drinks ≥Once/Day (%) | p-Value | Inactivity (1) (%) | p-Value | Sedentary Lifestyle (2) (%) | p-Value | Overweight Including Obesity (%) | p-Value | Obesity (%) | p-Value |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Parents’ educational level | ||||||||||||
Low | 24.6 | 0.04 | 30.6 | <0.001 | 9.8 | 0.18 | 54.4 | <0.001 | 30.8 | 0.002 | 10.4 | 0.002 |
Medium | 23.9 | 18.6 | 13.8 | 44.8 | 26.6 | 8.4 | ||||||
High | 18.2 | 12.1 | 10.9 | 32.4 | 19.7 | 4.2 | ||||||
Parents’ citizenship | ||||||||||||
Both Italians | 21.8 | 0.99 | 12.9 | <0.001 | 11.0 | 0.26 | 38.4 | 0.002 | 22.9 | 0.26 | 6.3 | 0.24 |
One foreign parent | 22.2 | 28.4 | 15.7 | 47.1 | 25.8 | 5.6 | ||||||
Both foreigners | 22.1 | 34.6 | 13.7 | 50.7 | 27.8 | 9.3 | ||||||
The family makes ends meet with its earnings | ||||||||||||
Very easily | 15.7 | 0.04 | 14.9 | 0.13 | 10.5 | <0.001 | 22.9 | 0.81 | 19.3 | <0.001 | 4.7 | 0.02 |
Quite easily | 20.6 | 17.4 | 12.5 | 39.6 | 20.6 | 5.4 | ||||||
With some difficulty | 24.0 | 18.3 | 11.9 | 48.2 | 30.7 | 10.1 | ||||||
With many difficulties | 30.3 | 28.1 | 9.1 | 49.2 | 36.4 | 9.1 | ||||||
Area of residence | ||||||||||||
<10,000 | 20.9 | 0.84 | 21.8 | 0.51 | 10.3 | 0.03 | 39.8 | 0.60 | 20.3 | 0.22 | 6.8 | 0.63 |
10,000–50,000 | 22.9 | 17.2 | 13.3 | 42.0 | 26.7 | 7.0 | ||||||
<50,000 (not metropolitan) | 20.6 | 17.6 | 14.8 | 42.7 | 25.1 | 8.4 | ||||||
Metropolitan/perimetropolitan | 22.6 | 20.1 | 8.4 | 38.3 | 21.5 | 6.0 |
Variables | Fruit/Vegetables Less Than Once a Day Yes vs. No | Sugary Drinks at Least Once a Day Yes vs. No | Inactivity (1) Yes vs. No | Sedentary Lifestyle (2) Yes vs. No | Overweight Including Obesity Yes vs. No | Obesity Yes vs. No | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
OR_adj | 95%CI | OR_adj | 95%CI | OR_adj | 95%CI | OR_adj | 95%CI | OR_adj | 95%CI | OR_adj | 95%CI | |
Child’s sex | ||||||||||||
Female | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Male | 1.08 | 0.82–1.43 | 1.01 | 0.74–1.38 | 1.07 | 0.75–1.52 | 1.12 | 0.88–1.42 | 0.81 | 0.62–1.06 | 1.08 | 0.69–1.71 |
Parents’ educational level | ||||||||||||
High | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Medium | 1.24 | 0.91–1.70 | 1.55 | 1.07–2.24 | 1.28 | 0.87–1.88 | 1.50 | 1.15–1.96 | 1.29 | 0.95–1.74 | 1.64 | 0.95–2.84 |
Low | 1.42 | 0.90–2.23 | 1.97 | 1.22–3.18 | 0.69 | 0.36–1.32 | 1.99 | 1.33–2.97 | 1.42 | 0.92–2.18 | 1.71 | 0.83–3.51 |
Area of residence | ||||||||||||
<10,000 | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
10,000–50,000 | 1.22 | 0.73–2.05 | 0.91 | 0.52–1.58 | 1.37 | 0.70–2.66 | 1.12 | 0.71–1.75 | 1.57 | 0.92–2.67 | 1.41 | 0.56–3.53 |
>50,000 (no metropolitan) | 1.01 | 0.59–1.72 | 0.95 | 0.54–1.68 | 1.45 | 0.74–2.87 | 1.15 | 0.73–1.83 | 1.65 | 0.96–2.84 | 1.88 | 0.75–4.72 |
metropolitan/perimetropolitan | 1.17 | 0.69–1.97 | 0.83 | 0.47–1.45 | 0.81 | 0.40–1.63 | 0.91 | 0.58–1.44 | 1.23 | 0.71–2.10 | 0.93 | 0.36–2.42 |
Parents’ citizenship | ||||||||||||
Both Italians | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
One foreign parent | 0.98 | 0.57–1.69 | 2.73 | 1.60–4.64 | 1.37 | 0.71–2.64 | 1.32 | 0.82–2.11 | 1.05 | 0.63–1.78 | 0.87 | 0.33–2.26 |
Both foreigners | 0.83 | 0.56–1.22 | 2.89 | 1.98–4.22 | 1.41 | 0.88–2.27 | 1.28 | 0.91–1.81 | 1.20 | 0.83–1.71 | 1.56 | 0.89–2.73 |
The family makes ends meet | ||||||||||||
with its earnings | ||||||||||||
Very easily | 1 | 1 | 1 | 1 | 1 | 1 | ||||||
Quite easily | 1.44 | 0.87–2.39 | 0.94 | 0.54–1.62 | 1.36 | 0.73–2.55 | 1.97 | 1.26–3.08 | 1.08 | 0.67–1.76 | 1.06 | 0.43–2.61 |
With some difficulty | 1.59 | 0.93–2.73 | 0.83 | 0.46–1.49 | 1.21 | 0.62–2.36 | 2.53 | 1.58–4.05 | 1.81 | 1.09–2.98 | 1.98 | 0.80–4.82 |
With many difficulties | 2.35 | 1.12–4.92 | 1.36 | 0.61–3.06 | 0.86 | 0.29–2.59 | 3.30 | 1.66–6.56 | 2.01 | 0.98–4.10 | 1.43 | 0.38–5.40 |
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Bocci, B.M.; Lipari, D.; Manini, I.; Pammolli, A.; Simi, R.; Miserendino, A.; Frongillo, E.; Fattorini, M.; Massini, C.; Rosadini, D.; et al. Health Profiles in Developmental Age: An Analysis of the Eating Habits and Lifestyles of a Sample of Italian Children. Children 2025, 12, 1296. https://doi.org/10.3390/children12101296
Bocci BM, Lipari D, Manini I, Pammolli A, Simi R, Miserendino A, Frongillo E, Fattorini M, Massini C, Rosadini D, et al. Health Profiles in Developmental Age: An Analysis of the Eating Habits and Lifestyles of a Sample of Italian Children. Children. 2025; 12(10):1296. https://doi.org/10.3390/children12101296
Chicago/Turabian StyleBocci, Bianca Maria, Dario Lipari, Ilaria Manini, Andrea Pammolli, Rita Simi, Antonella Miserendino, Elena Frongillo, Mattia Fattorini, Cinzia Massini, Daniele Rosadini, and et al. 2025. "Health Profiles in Developmental Age: An Analysis of the Eating Habits and Lifestyles of a Sample of Italian Children" Children 12, no. 10: 1296. https://doi.org/10.3390/children12101296
APA StyleBocci, B. M., Lipari, D., Manini, I., Pammolli, A., Simi, R., Miserendino, A., Frongillo, E., Fattorini, M., Massini, C., Rosadini, D., Frazzetta, R., & Lazzeri, G. (2025). Health Profiles in Developmental Age: An Analysis of the Eating Habits and Lifestyles of a Sample of Italian Children. Children, 12(10), 1296. https://doi.org/10.3390/children12101296