Changes in Student’s Breakfast and Snack Consumption during the Second COVID-19 Lockdown in Portugal: A Five-Wave Study
Abstract
:1. Introduction
Study’s Purpose
2. Materials and Methods
2.1. Participants
2.2. Instruments and Measures
2.2.1. Sociodemographic Questionnaire
2.2.2. Breakfast and Snacking Observational Grid
2.3. Procedure
2.4. Data Analysis
2.4.1. First Goal: Frequency Analysis of Taking Breakfast, Snacking, and Where the Snack Was Acquired—Home, School, or Both—And Learn How It Changed across Pre-, during, and Post-Second Lockdown Moments
2.4.2. Second Goal: Content of the Snacks Analysis and How It Changed across Moments
3. Results
3.1. First Goal-Frequency Analysis of Taking Breakfast, Snacking, and Where the Snack Was Acquired-Home, School, or Both-, and How It Changed across Pre-, during, and Post-Second Lockdown Moments
3.1.1. Descriptive Statistics
3.1.2. Breakfast Analysis
3.1.3. Snacking Analysis
3.1.4. Where the Snack Was Acquired Analysis
3.2. Second Goal-the Content of the Snacks Analysis and How It Changed across Moments
Content of the Snacks
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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HEI Components | Description | Examples from Data |
---|---|---|
Total Fruits | Includes all forms of fruit. | Fruit juice, marmalade |
Whole Fruits | Includes intact fruit. | Banana, apple |
Whole Grains | Includes grains containing the entire grain kernel, i.e., the bran, germ, and endosperm. The kernel can be intact, ground, or broken. | Whole grain bread |
Dairy | Includes foods containing or made from milk. | Yogurt, cheese |
Total Protein Foods | Includes high protein foods, including those of vegetal origin. | Ham |
Seafood and Plant Proteins | Includes animals from the sea that can be eaten, especially fish or sea creatures with shells; includes legumes. | Soy, tuna |
Fatty Acids | Includes animal and vegetal fats, mainly divided into saturated (i.e., solid fats) and unsaturated (i.e., oils). | Cereals, cereal bar |
Refined Grains | Includes grains that do not contain all of the components of the entire grain kernel, i.e., the bran, germ, or endosperm. | White bread |
Sodium | Includes any food high in salt. | Crackers |
Added Sugars | Includes sugars that are added during the processing of foods (e.g., sucrose or dextrose), foods packaged as sweeteners (e.g., table sugar), sugars from syrups and honey, and sugars from concentrated fruit or vegetable juices. | Cookies |
Saturated Fats | Includes fat that contains a high proportion of fatty acids-also known as solid fat because it is solid at room temperature. | Cake, butter |
T1 (Pre-) | T2 (Pre-) | T3 (during) | T4 (Post-) | T5 (Post-) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Variables | Boys n (%) | Girls n (%) | Boys n (%) | Girls n (%) | Boys n (%) | Girls n (%) | Boys n (%) | Girls n (%) | Boys n (%) | Girls n (%) |
Breakfast | ||||||||||
5th–6th Grade | ||||||||||
No | - | - | 5(5.0%) | 3(3.0%) | 5(3.9%) | 8(6.3%) | 7(5.7%) | 3(2.4%) | 7(5.0%) | 5(3.6%) |
Yes | - | - | 38(38.0%) | 54(94.0%) | 59(46.1%) | 56(43.8%) | 60(48.8%) | 53(43.1%) | 63(45.3%) | 64(46.0%) |
7th–9th Grade | ||||||||||
No | - | - | 12(6.2%) | 9(4.6%) | 16(4.8%) | 14(4.2%) | 18(5.5%) | 21(6.4%) | 16(5.2%) | 18(5.8%) |
Yes | - | - | 92(47.2%) | 82(42.1%) | 162(48.9%) | 139(42.0%) | 156(47.7%) | 132(40.4%) | 150(48.5%) | 125(40.5%) |
10th–12th Grade | ||||||||||
No | - | - | 0(0.0%) | 2(5.4%) | 0(0.0%) | 1(1.9%) | 1(1.8%) | 2(3.5%) | 17(54.8%) | 14(54.2%) |
Yes | - | - | 22(59.5%) | 13(35.1%) | 30(57.7%) | 21(40.4%) | 32(56.1%) | 22(38.6%) | 0(0.0%) | 0(0.0%) |
Total | ||||||||||
No | - | - | 17(5.1%) | 14(4.2%) | 21(4.1%) | 23(4.5%) | 26(5.1%) | 26(5.1%) | 23(4.8%) | 23(4.8%) |
Yes | - | - | 152(45.8%) | 149(44.9%) | 251(49.1%) | 216(42.3%) | 248(48.9%) | 207(40.8%) | 230(48.0%) | 203(42.4%) |
Snacking | ||||||||||
5th–6th Grade | ||||||||||
No | 3(5.4%) | 0(0.0%) | 2(2.0%) | 0(0.0%) | 11(8.6%) | 7(5.5%) | 2(1.2%) | 0(0.0%) | 4(2.5%) | 5(3.1%) |
Yes | 24(42.9%) | 29(51.8%) | 41(41.0%) | 57(57.0%) | 53(41.4%) | 57(44.5%) | 76(46.6%) | 85(52.1%) | 73(45.1%) | 80(49.4%) |
7th–9th Grade | ||||||||||
No | 15(5.5%) | 3(1.1%) | 20(7.2%) | 11(4.0%) | 46(13.9%) | 27(8.2%) | 33(10.1%) | 18(5.5%) | 42(12.8%) | 19(5.8%) |
Yes | 136(49.6%) | 120(43.8%) | 128(46.0%) | 119(42.8%) | 132(39.9%) | 126(38.1%) | 141(43.1%) | 135(41.3%) | 135(41.0%) | 133(40.4%) |
10th–12th Grade | ||||||||||
No | 6(10.5%) | 1(1.8%) | 5(13.5%) | 1(2.7%) | 4(7.7%) | 4(7.7%) | 7(12.1%) | 4(6.9%) | 3(9.4%) | 1(3.1%) |
Yes | 26(45.6%) | 24(42.1%) | 17(45.9%) | 14(37.8%) | 26(50.0%) | 18(34.6%) | 26(44.8%) | 21(36.2%) | 14(43.8%) | 14(43.8%) |
Total | ||||||||||
No | 24(6.2%) | 4(1.0%) | 27(6.5%) | 12(2.9%) | 61(11.9%) | 38(7.4%) | 42(7.7%) | 22(4.0%) | 49(9.4%) | 25(4.8%) |
Yes | 186(48.1%) | 173(44.7%) | 186(44.8%) | 190(45.8%) | 211(41.3%) | 201(39.3%) | 242(44.3%) | 241(44.0%) | 222(42.4%) | 227(43.4%) |
Brought from Home | ||||||||||
5th–6th Grade | 20(37.7%) | 27(50.9%) | 43(42.6%) | 53(52.5%) | - | - | 52(37.4%) | 65(46.8%) | 56(37.1%) | 67(44.4%) |
7th–9th Grade | 120(46.9%) | 110(43.0%) | 109(44.1%) | 113(45.7%) | - | - | 114(45.6%) | 120(48.0%) | 105(41.8%) | 112(44.6%) |
10th–12th Grade | 23(46.0%) | 23(46.0%) | 14(45.2%) | 14(45.2%) | - | - | 20(46.5%) | 20(46.5%) | 12(44.4%) | 13(48.1%) |
Total | 163(45.4%) | 160(44.6%) | 166(43.8%) | 180(47.5%) | - | - | 186(43.1%) | 205(47.5%) | 173(40.3%) | 192(44.8%) |
Bought on the School | ||||||||||
5th–6th Grade | 1(1.9%) | 2(3.8%) | 0(0.0%) | 1(1.0%) | - | - | 3(2.2%) | 5(3.6%) | 5(3.3%) | 6(4.0%) |
7th–9th Grade | 10(3.9%) | 6(2.3%) | 14(5.7%) | 6(2.4%) | - | - | 9(3.6%) | 6(2.4%) | 16(6.4%) | 15(6.0%) |
10th–12th Grade | 2(4.0%) | 1(2.0%) | 3(9.7%) | 0(0.0%) | - | - | 3(7.0%) | 0(0.0%) | 1(3.7%) | 0(0.0%) |
Total | 13(3.6%) | 9(2.5%) | 17(4.5%) | 7(1.8%) | - | - | 15(3.5%) | 11(2.5%) | 22(5.1%) | 21(4.9%) |
Brought and Bought | ||||||||||
5th–6th Grade | 3(5.7%) | 0(0.0%) | 0(0.0%) | 4(4.0%) | - | - | 9(6.5%) | 5(3.6%) | 11(7.3%) | 6(4.0%) |
7th–9th Grade | 6(2.3%) | 4(1.6%) | 5(2.0%) | 0(0.0%) | - | - | 1(0.4%) | 0(0.0%) | 2(0.8%) | 1(0.4%) |
10th–12th Grade | 1(2.0%) | 0(0.0%) | 0(0.0%) | 0(0.0%) | - | - | 0(0.0%) | 0(0.0%) | 1(3.7%) | 0(0.0%) |
Total | 10(2.8%) | 4(1.1%) | 5(1.3%) | 4(1.1%) | - | - | 10(2.3%) | 5(1.2%) | 14(3.3%) | 7(1.6%) |
Moments (T) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
T1 vs. T2 | T1 vs. T3 | T1 vs. T4 | T1 vs. T5 | T2 vs. T3 | T2 vs. T4 | T2 vs. T5 | T3 vs. T4 | T3 vs. T5 | T4 vs. T5 | |
Snacking Frequency | ns | <0.001 | ns | 0.003 | <0.001 | ns | ns | 0.002 | ns | ns |
School Cycle | |||
---|---|---|---|
5th–6th grade vs. 7th–9th grade | 5th–6th grade vs. 10th–12th grade | 7th–9th grade vs. 10th–12th grade | |
Snacking Frequency | *** | * | ns |
Moments (T) | ||||||
---|---|---|---|---|---|---|
T1 (n = 125) Mean (SD) | T2 (n = 125) Mean (SD) | T3 (n = 125) Mean (SD) | T4 (n = 125) Mean (SD) | T5 (n = 125) Mean (SD) | ||
Total Fruits | 0.29(0.49) | 0.27(0.48) | 0.46(0.58) | 0.27(0.48) | 0.18(0.41) | F (3.77, 467.93) |
7.26 *** | ||||||
Whole Fruits | 0.20(0.45) | 0.14(0.34) | 0.40(0.55) | 0.14(0.34) | 0.11(0.31) | F (2.81, 348.98) |
16.37 *** | ||||||
Whole Grains | 0.10(0.33) | 0.10(0.30) | 0.14(0.34) | 0.10(0.35) | 0.06(0.30) | F (3.64, 451.61) |
1.02 | ||||||
Dairy | 1.02(0.76) | 0.98(0.78) | 0.98(0.81) | 0.98(0.73) | 0.96(0.82) | F (3.69, 457.32) |
0.17 | ||||||
Total Protein Foods | 0.54(0.65) | 0.45(0.56) | 0.30(0.50) | 0.38(0.56) | 0.46(0.63) | F (3.71, 460.26) |
3.45 * | ||||||
Seafood and Plant Protein | 0.08(0.30) | 0.08(0.27) | 0.03(1.18) | 0.05(0.21) | 0.04(0.23) | F (3.46, 429.59) |
1.27 | ||||||
Fatty Acids | 2.55(1.08) | 2.42(1.07) | 2.06(1.10) | 2.38(1.03) | 2.20(1.14) | F (3.77, 466.97) |
5.62 *** | ||||||
Refined Grains | 1.34(0.62) | 1.21(0.51) | 0.97(0.54) | 1.22(0.57) | 1.12(0.53) | F (3.78, 469.26) |
10.24 *** | ||||||
Sodium | 1.64(1.03) | 1.58(1.13) | 1.38(1.22) | 1.59(1.01) | 1.50(1.22) | F (3.8, 471.23) |
1.55 | ||||||
Added Sugars | 2.38(1.05) | 2.23(0.98) | 1.66(0.99) | 2.06(0.98) | 2.14(0.99) | F (4, 496) |
11.97 *** | ||||||
Saturated Fats | 1.59(0.80) | 1.48(0.81) | 1.25(0.76) | 1.52(0.74) | 1.43(0.88) | F (3.89, 481.59) |
4.15 * |
Moments (T) | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
T1 vs. T2 | T1 vs. T3 | T1 vs. T4 | T1 vs. T5 | T2 vs. T3 | T2 vs. T4 | T2 vs. T5 | T3 vs. T4 | T3 vs. T5 | T4 vs. T5 | |
Total Fruits | ns | ns | ns | ns | * | ns | ns | * | *** | ns |
Whole Fruits | ns | * | ns | ns | *** | ns | ns | *** | *** | ns |
Whole Grains | ns | ns | ns | ns | ns | ns | ns | ns | ns | ns |
Dairy | ns | ns | ns | ns | ns | ns | ns | ns | ns | ns |
Total Protein Foods | ns | * | ns | ns | ns | ns | ns | ns | ns | ns |
Seafood and Plant Protein | ns | ns | ns | ns | ns | ns | ns | ns | ns | ns |
Fatty Acids | ns | ** | ns | ns | * | ns | ns | ns | ns | ns |
Refined Grains | ns | *** | ns | * | * | ns | ns | *** | ns | ns |
Sodium | ns | ns | ns | ns | ns | ns | ns | ns | ns | ns |
Added Sugars | ns | *** | * | ns | *** | ns | ns | ** | *** | ns |
Saturated Fats | ns | * | ns | ns | ns | ns | ns | * | ns | ns |
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Magalhães, P.; Pereira, B.; Garcia, F.; Vilas, C.; Moreira, T.; Rosário, P. Changes in Student’s Breakfast and Snack Consumption during the Second COVID-19 Lockdown in Portugal: A Five-Wave Study. Int. J. Environ. Res. Public Health 2023, 20, 3034. https://doi.org/10.3390/ijerph20043034
Magalhães P, Pereira B, Garcia F, Vilas C, Moreira T, Rosário P. Changes in Student’s Breakfast and Snack Consumption during the Second COVID-19 Lockdown in Portugal: A Five-Wave Study. International Journal of Environmental Research and Public Health. 2023; 20(4):3034. https://doi.org/10.3390/ijerph20043034
Chicago/Turabian StyleMagalhães, Paula, Beatriz Pereira, Francisco Garcia, Catarina Vilas, Tânia Moreira, and Pedro Rosário. 2023. "Changes in Student’s Breakfast and Snack Consumption during the Second COVID-19 Lockdown in Portugal: A Five-Wave Study" International Journal of Environmental Research and Public Health 20, no. 4: 3034. https://doi.org/10.3390/ijerph20043034
APA StyleMagalhães, P., Pereira, B., Garcia, F., Vilas, C., Moreira, T., & Rosário, P. (2023). Changes in Student’s Breakfast and Snack Consumption during the Second COVID-19 Lockdown in Portugal: A Five-Wave Study. International Journal of Environmental Research and Public Health, 20(4), 3034. https://doi.org/10.3390/ijerph20043034