Trend in Breakfast Consumption among Primary School Children in Italy
Abstract
:1. Introduction
2. Materials and Methods
2.1. Data
2.2. Outcomes
2.3. Covariates
2.4. Statistical Analysis
3. Results
4. Discussion
Limitations and Strengths of the Study
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Variables | Round of Data Collection | ||||||
---|---|---|---|---|---|---|---|
2008/9 | 2010 | 2012 | 2014 | 2016 | 2019 | Total | |
N = 47,293 | N = 41,762 | N = 45,518 | N = 47,445 | N = 44,680 | N = 46,173 | N = 272,871 | |
% | % | % | % | % | % | % | |
Child’s age | |||||||
8 years | 64.1 | 64.3 | 66 | 67.9 | 66.7 | 64.8 | 65.7 |
9 years | 35.9 | 35.7 | 34 | 32.1 | 33.3 | 35.2 | 34.3 |
Child’s sex | |||||||
Male | 51.6 | 51.7 | 50.8 | 51.7 | 51.7 | 51.1 | 51.4 |
Female | 48.4 | 48.3 | 49.2 | 48.3 | 48.3 | 48.9 | 48.6 |
missing | 0.02 | 0.01 | 0.00 | 0.00 | 0.81 | 0.71 | 0.27 |
Weight status | |||||||
≤normal weight | 64.9 | 65.8 | 67.2 | 69.2 | 69.4 | 70.2 | 67.9 |
overweight | 23.2 | 23.0 | 22.2 | 20.9 | 21.3 | 20.4 | 21.8 |
obese | 12.0 | 11.2 | 10.6 | 9.8 | 9.3 | 9.4 | 10.3 |
missing | 0.08 | 0.49 | 0.21 | 0.28 | 1.15 | 1.04 | 0.55 |
Mother’s educational level | |||||||
Low | 39.8 | 38.0 | 35.1 | 31.3 | 28.2 | 25.1 | 32.7 |
Medium | 46.0 | 46.2 | 46.9 | 47.9 | 48.1 | 46.7 | 47.0 |
High | 14.2 | 15.8 | 18.0 | 20.8 | 23.7 | 28.1 | 20.3 |
missing | 4.0 | 5.4 | 4.9 | 4.8 | 4.9 | 5.9 | 5.0 |
Mother’s Citizenship * | |||||||
Italian | - | 90.7 | 88.5 | 87.1 | 86.2 | 87.9 | 88.0 |
Foreign | - | 9.3 | 11.5 | 12.9 | 13.8 | 12.1 | 12.0 |
missing | - | 5.0 | 4.5 | 4.5 | 3.7 | 7.2 | 5.0 |
Area of residence | |||||||
North | 34.7 | 36.3 | 44.7 | 47.4 | 45.5 | 47.3 | 43.0 |
Centre | 23.5 | 23.7 | 21.1 | 21.2 | 21.9 | 21.9 | 22.1 |
South | 41.8 | 40.0 | 34.2 | 31.4 | 32.6 | 30.8 | 34.9 |
Variables | OR | 95% CI | p-Value | |
---|---|---|---|---|
Round of data collection | ||||
2008/9 | 1 | |||
2010 | 1.01 | 0.97 | 1.05 | 0.706 |
2012 | 1.05 | 1.00 | 1.09 | 0.035 |
2014 | 1.07 | 1.03 | 1.12 | 0.002 |
2016 | 1.16 | 1.11 | 1.21 | <0.001 |
2019 | 1.35 | 1.30 | 1.41 | <0.001 |
Linear trend over the period 2008/9–2019 | ||||
1.03 | 1.02 | 1.03 | <0.001 | |
Child’s sex | ||||
Male | 1 | |||
Female | 1.09 | 1.06 | 1.11 | <0.001 |
Weight status | ||||
≤ normal weight | 1 | |||
overweight | 1.10 | 1.07 | 1.13 | <0.001 |
obese | 1.26 | 1.21 | 1.30 | <0.001 |
Mother’s educational level | ||||
High | 1 | |||
Medium | 1.31 | 1.28 | 1.35 | <0.001 |
Low | 1.55 | 1.51 | 1.60 | <0.001 |
Area of residence | ||||
North | 1 | |||
Centre | 0.93 | 0.90 | 0.96 | <0.001 |
South | 1.26 | 1.22 | 1.29 | <0.001 |
Variables | Round of Data Collection | Relative Change 2019 vs. 2008/9 % | p-value for Linear Trend | |||||
---|---|---|---|---|---|---|---|---|
2008/9 % | 2010 % | 2012 % | 2014 % | 2016 % | 2019 % | |||
Child’s sex | ||||||||
Male | ||||||||
No breakfast | 10.7 | 9.3 | 8.7 | 8.3 | 7.7 | 9.0 | −15.7 | 0.909 |
Inadequate breakfast | 27.3 | 28.9 | 30.1 | 30.4 | 32.5 | 34.0 | 24.5 | <0.001 |
Adequate breakfast | 62.0 | 61.8 | 61.2 | 61.3 | 59.8 | 57.0 | −8.1 | <0.001 |
Female | ||||||||
No breakfast | 11.0 | 8.7 | 8.5 | 7.7 | 8.1 | 8.3 | −24.4 | 0.158 |
Inadequate breakfast | 29.6 | 31.7 | 31.8 | 32.4 | 33.6 | 37.1 | 25.3 | <0.001 |
Adequate breakfast | 59.3 | 59.7 | 59.7 | 60.0 | 58.3 | 54.5 | −8.1 | <0.001 |
Weight status | ||||||||
≤Normal weight | ||||||||
No breakfast | 8.7 | 7.2 | 7.2 | 6.6 | 6.7 | 7.3 | −16.1 | 0.361 |
Inadequate breakfast | 28.3 | 29.9 | 30.5 | 31.2 | 33.2 | 36.0 | 27.2 | <0.001 |
Adequate breakfast | 63.0 | 62.9 | 62.3 | 62.2 | 60.1 | 56.7 | −10.0 | <0.001 |
Overweight | ||||||||
No breakfast | 13.0 | 11.4 | 10.0 | 9.6 | 9.3 | 10.7 | −17.7 | 0.197 |
Inadequate breakfast | 27.6 | 30.6 | 31.5 | 31.3 | 32.5 | 34.7 | 25.7 | <0.001 |
Adequate breakfast | 59.4 | 58.0 | 58.6 | 59.1 | 58.2 | 54.6 | −8.1 | <0.001 |
Obese | ||||||||
No breakfast | 18.6 | 14.4 | 14.5 | 14.2 | 13.2 | 14.5 | −22.0 | 0.015 |
Inadequate breakfast | 30.5 | 31.0 | 32.5 | 32.3 | 32.9 | 34.1 | 11.8 | <0.001 |
Adequate breakfast | 51.0 | 54.6 | 53.0 | 53.4 | 53.8 | 51.4 | 0.8 | 0.199 |
Mother’s educational level | ||||||||
Low | ||||||||
No breakfast | 13.4 | 11.2 | 11.5 | 10.6 | 11.2 | 11.4 | −14.9 | 0.121 |
Inadequate breakfast | 29.9 | 32.7 | 33.2 | 33.6 | 34.5 | 36.3 | 21.4 | <0.001 |
Adequate breakfast | 56.6 | 56.1 | 55.2 | 55.8 | 54.2 | 52.3 | −7.6 | <0.001 |
Medium | ||||||||
No breakfast | 9.7 | 8.2 | 7.6 | 7.4 | 7.5 | 8.9 | −9.0 | 0.880 |
Inadequate breakfast | 28.2 | 29.4 | 31.0 | 31.7 | 33.4 | 37.0 | 31.2 | <0.001 |
Adequate breakfast | 62.0 | 62.4 | 61.4 | 60.9 | 59.0 | 54.1 | −12.7 | <0.001 |
High | ||||||||
No breakfast | 6.4 | 4.8 | 4.5 | 4.8 | 4.7 | 5.4 | −15.7 | 0.920 |
Inadequate breakfast | 25.0 | 26.7 | 26.2 | 27.5 | 30.5 | 33.0 | 32.0 | <0.001 |
Adequate breakfast | 68.6 | 68.4 | 69.3 | 67.7 | 64.9 | 61.7 | −10.1 | <0.001 |
Area of residence | ||||||||
North | ||||||||
No breakfast | 7.0 | 5.5 | 5.8 | 5.1 | 5.2 | 6.3 | −10.8 | 0.811 |
Inadequate breakfast | 29.0 | 30.4 | 31.3 | 32.1 | 34.1 | 37.8 | 30.3 | <0.001 |
Adequate breakfast | 64.0 | 64.1 | 62.9 | 62.8 | 60.8 | 55.9 | −12.7 | <0.001 |
Centre | ||||||||
No breakfast | 9.4 | 8.5 | 8.1 | 6.9 | 8.0 | 7.6 | −18.8 | 0.269 |
Inadequate breakfast | 25.9 | 28.1 | 28.0 | 27.2 | 30.4 | 32.4 | 25.1 | <0.001 |
Adequate breakfast | 64.7 | 63.4 | 63.9 | 65.9 | 61.6 | 60.0 | −7.3 | <0.001 |
South | ||||||||
No breakfast | 14.9 | 12.5 | 12.6 | 13.0 | 11.7 | 13.2 | −11.4 | 0.495 |
Inadequate breakfast | 29.4 | 31.3 | 32.2 | 33.0 | 33.2 | 34.4 | 17.0 | <0.001 |
Adequate breakfast | 55.7 | 56.2 | 55.2 | 54.0 | 55.1 | 52.5 | −5.7 | <0.001 |
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Ciardullo, S.; Salvatore, M.A.; Mandolini, D.; Spinelli, A.; Bucciarelli, M.; Andreozzi, S.; Buoncristiano, M.; Nardone, P., on behalf of the 2008/9–2019 OKkio alla SALUTE Group. Trend in Breakfast Consumption among Primary School Children in Italy. Nutrients 2023, 15, 4632. https://doi.org/10.3390/nu15214632
Ciardullo S, Salvatore MA, Mandolini D, Spinelli A, Bucciarelli M, Andreozzi S, Buoncristiano M, Nardone P on behalf of the 2008/9–2019 OKkio alla SALUTE Group. Trend in Breakfast Consumption among Primary School Children in Italy. Nutrients. 2023; 15(21):4632. https://doi.org/10.3390/nu15214632
Chicago/Turabian StyleCiardullo, Silvia, Michele Antonio Salvatore, Donatella Mandolini, Angela Spinelli, Mauro Bucciarelli, Silvia Andreozzi, Marta Buoncristiano, and Paola Nardone on behalf of the 2008/9–2019 OKkio alla SALUTE Group. 2023. "Trend in Breakfast Consumption among Primary School Children in Italy" Nutrients 15, no. 21: 4632. https://doi.org/10.3390/nu15214632
APA StyleCiardullo, S., Salvatore, M. A., Mandolini, D., Spinelli, A., Bucciarelli, M., Andreozzi, S., Buoncristiano, M., & Nardone, P., on behalf of the 2008/9–2019 OKkio alla SALUTE Group. (2023). Trend in Breakfast Consumption among Primary School Children in Italy. Nutrients, 15(21), 4632. https://doi.org/10.3390/nu15214632