| Literature DB >> 35889918 |
Jennie C Parnham1, Kiara Chang1, Fernanda Rauber2,3, Renata B Levy2,3, Christopher Millett1,4, Anthony A Laverty1, Stephanie von Hinke5, Eszter P Vamos1.
Abstract
British children have the highest levels of ultra-processed food (UPF) consumption in Europe. Schools are posited as a positive setting for impacting dietary intake, but the level of UPFs consumed in schools is currently unknown. This study determined the UPF content of school food in the UK. We conducted a pooled cross-sectional analysis of primary (4-11 years, n = 1895) and secondary schoolchildren (11-18 years, n = 1408) from the UK's National Diet and Nutrition Survey (2008-2017). Multivariable quantile regression models determined the association between meal-type (school meal or packed lunch) and lunchtime UPF intake (NOVA food classification system). We showed that on average, UPF intake was high in both primary (72.6% total lunch Kcal) and secondary schoolchildren (77.8% total lunch Kcal). Higher UPF intakes were observed in packed lunch consumers, secondary schoolchildren, and those in lower income households. This study highlights the need for a renewed focus on school food. Better guidance and policies that consider levels of industrial processing in food served in schools are needed to ensure the dual benefit of encouraging school meal uptake and equitably improving children's diets.Entities:
Keywords: child and adolescent nutrition; school lunch; ultra-processed food
Mesh:
Year: 2022 PMID: 35889918 PMCID: PMC9318725 DOI: 10.3390/nu14142961
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 6.706
Description of the four main groups within the NOVA food classification system.
| Main Group | Description |
|---|---|
| NOVA 1 | Whole foods that have undergone no or minimal processing; |
| NOVA 2 | MPF substances that are obtained directly from Group 1 foods (e.g., butter) or from nature (e.g., salt) and are used in food preparation |
| NOVA 3 | Foods that have undergone higher levels of processing and are manufactured with culinary ingredients; e.g., cheese, jam, or bread made from flour, water, and salt. |
| NOVA 4 | Foods that are industrial formulations of substances derived from foods, and that contain cosmetic additives and little, if any, whole foods (e.g., carbonated beverages, French fries, or manufactured bread). |
Description of the subsidiary groups within the NOVA food classification system.
| Subsidary Group | Definition |
|---|---|
|
| |
| Drinks | Water, coffee and tea, fresh fruit juices and smoothies |
| Fruit and vegetables | Fruit, vegetables, fungi, nuts and seeds |
| Dairy and eggs | Milk, plain yoghurt, eggs |
| Starchy foods and legumes | Grains, legumes, pasta, homemade pies and pastries |
| Meat and fish | Fish, poultry, red meat, pies and pastries with meat or fish, seafood |
|
| |
| Processed bread | Industrially manufactured bread |
| Sweet and salty snacks | Industrially manufactured cakes, pies, biscuits, sweet snacks, salty snacks (crisps) |
| Drinks | Soft drinks (high and low calorie) and fruit drinks |
| Condiments | Sauces, dressings, gravy, spread, margarine |
| Puddings and desserts | Ice cream, ice pops, desserts, sweet spreads and icing, artificial sugars and sweeteners |
| Ready-to-eat foods | Pasta and rice dishes (ready-to-eat/heat), egg and cheese dishes (ready-to-eat/heat), bacon/sausages dishes (ready-to-eat/heat), meat dishes (ready-to-eat/heat) |
| Meat and fish | Processed meat and fish (bacon, ham) |
| Vegetables | Processed vegetables (baked beans, processed peas) |
| Cheese | Processed cheese and cheese products |
| Fast foods | Pizza, French fries and other potato products, sandwiches and hamburgers |
| Yoghurt and milk | Industrially manufactured yoghurts and milk drinks |
Sample characteristics of study participants from the National Diet and Nutrition Survey stratified by school phase and school meal type.
| Primary School Children | Secondary School Children | Total | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Variable | School Meals | Packed Lunches | School Meals | Packed Lunches | School Meals | Packed Lunches | |||
| 928 (49.1) | 967 (50.9) | 654 (44.7) | 754 (55.3) | 1582 (47.1) | 1721 (52.9) | ||||
|
| 7.2 (2.0) | 7.7 (2.1) | <0.001 b | 13.7 (1.9) | 14.2 (1.9) | 0.001 b | 9.9 (3.8) | 10.8 (3.8) | <0.001 b |
|
| 0.03 a | 0.17 a | 0.55 a | ||||||
| Male | 480 (49.4) | 525 (55.6) | 327 (52.9) | 340 (48.3) | 807 (50.9) | 865 (52.2) | |||
| Female | 448 (50.6) | 442 (44.4) | 327 (47.1) | 414 (51.7) | 775 (49.1) | 856 (47.8) | |||
|
| 0.009 a | 0.02 a | <0.001 a | ||||||
| White | 791 (79.6) | 861 (85.6) | 573 (78.9) | 673 (85.5) | 1364 (79.3) | 1534 (85.5) | |||
| Ethnic minorities | 137 (20.4) | 106 (14.4) | 81 (21.1) | 81 (14.5) | 218 (20.7) | 187 (14.5) | |||
|
| 0.002 b | 0.10 b | |||||||
| Low | 336 (37.5) | 268 (31.0) | 250 (43.1) | 247 (36.4) | 586 (39.9) | 515 (33.5) | |||
| Mid | 271 (27.0) | 370 (36.6) | 199 (28.1) | 261 (33.9) | 470 (27.4) | 631 (35.3) | |||
| High | 321 (35.5) | 329 (32.4) | 205 (28.9) | 246 (29.6) | 526 (32.7) | 575 (31.1) | |||
|
| 0.10 a | 0.12 a | 0.01 a | ||||||
| 1 (Least deprived) | 188 (20.8) | 229 (22.5) | 143 (21.4) | 178 (23.7) | 331 (21.1) | 407 (23.1) | |||
| 2 | 162 (15.5) | 166 (19.1) | 126 (20.9) | 158 (21.8) | 288 (17.8) | 324 (20.4) | |||
| 3 | 199 (19.7) | 207 (17.7) | 127 (14.7) | 156 (18.9) | 326 (17.6) | 363 (18.3) | |||
| 4 | 170 (19.8) | 197 (21.9) | 123 (22.1) | 148 (20.8) | 293 (20.8) | 345 (21.4) | |||
| 5 (Most deprived) | 209 (24.1) | 168 (18.7) | 135 (20.9) | 114 (14.8) | 344 (22.8) | 282 (16.9) | |||
|
| 0.64 a | 0.29 a | 0.30 a | ||||||
| England | 555 (82.9) | 543 (83.0) | 366 (84.1) | 460 (87.2) | 921 (83.4) | 1003 (85.0) | |||
| Scotland | 135 (8.8) | 166 (9.2) | 87 (6.3) | 96 (5.5) | 222 (7.7) | 262 (7.5) | |||
| Wales | 120 (5.2) | 118 (4.3) | 88 (5.9) | 89 (4.3) | 208 (5.5) | 207 (4.3) | |||
| N. Ireland | 118 (3.1) | 140 (3.5) | 113 (3.7) | 109 (3.0) | 231 (3.4) | 249 (3.2) | |||
|
| 61.0 (44, 75) | 81.2 (71, 91) | <0.001 c | 70.1 (48, 89) | 83.5 (65, 99) | 0.001 c | 64.0 (45, 80) | 82.1 (68, 94) | <0.001 c |
|
| 58.7 (22.5) | 78.4 (17.4) | <0.001 b | 66.0 (28.3) | 76.2 (25.7) | 0.001 b | 61.8 (25.4) | 77.4 (21.7) | <0.001 b |
|
| 35.4 (23, 49) | 59.9 (36, 82) | <0.001 c | 45.8 (22, 80) | 58.6 (29, 91) | 0.01 c | 37.7 (23, 60) | 59.7 (23, 60) | <0.001 c |
|
| 38.2 (20.9) | 59.8 (27.0) | <0.001 b | 50.3 (32.0) | 57.8 (32.7) | 0.001 b | 43.3 (26.8) | 58.9 (29.8) | <0.001 b |
Note: Packed lunch—food brought from home; school meals—meals bought at the school canteen; M—mean; SD—standard deviation; IMD—Index of Multiple Deprivation. IMD is an area-based measure of deprivation; UPF—ultra-processed food; med—median; IQR—interquartile range. 1 Significance test between primary school meals and packed lunches. 2 Significance test between Secondary school meals and packed lunches. 3 Significance test between school meals and packed lunches in total sample. 4 Percentage of covariates within total packed lunch or school-meal users. a Chi-square test. b t-test. c Rank-sum test.
Figure 1Average contribution of minimally and ultra-processed food groups to total food consumed at school lunch, stratified by meal type and school phase. (a) Contribution of minimally and ultra-processed food groups to total lunchtime energy (% kcal); (b) contribution of minimally and ultra-processed food groups to total lunchtime grams (% g). Note: NOVA1 = minimally processed; NOVA4 = ultra-processed foods; unprocessed drinks = water, juice etc; starchy = grains, rice and legumes; processed drinks = carbonated beverages; ultra-processed vegetables = baked beans and processed peas.
Quantile (median) regression exploring the association between school meal type and ultra-processed food intake, stratified by school phase.
| Primary Schoolchildren | Secondary Schoolchildren | |||||||
|---|---|---|---|---|---|---|---|---|
| Model 1 1 | Model 2 2 | Model 1 1 | Model 2 2 | |||||
|
| Coef. (95% CI) |
| Coef. (95% CI) |
| Coef. (95% CI) |
| Coef. (95% CI) |
|
|
| ||||||||
| Packed lunches | (ref) | (ref) | (ref) | (ref) | ||||
| School meals | −24.41 | <0.001 | −24.78 | <0.001 | −15.26 | <0.001 | −11.64 | <0.001 |
|
| ||||||||
| Packed lunches | (ref) | (ref) | (ref) | (ref) | ||||
| School meals | −20.42 | <0.001 | −19.64 | <0.001 | −13.07 | <0.001 | −11.05 | <0.001 |
1 Minimally adjusted model—age and sex. 2 Fully adjusted model—age, sex, ethnicity, survey year, region, IMD, and income. (ref) = reference category.
Figure 2Marginal effects from a quantile regression of ultra-processed food intake at lunch with an interaction between meal type and income group, stratified by school phase. (A) UPF as % g in primary schoolchildren. Interaction between meal type and income: (Low # school meal—reference; Mid # school meal p = 0.08; High # school meal p = 0.01); (B) UPF as % g in secondary schoolchildren. Interaction between meal type and income: (Low # school meal— reference; Mid # school meal p = 0.68; High # school meal p = 0.77); (C) UPF as % kcal in primary school. Interaction between meal-type and income: (Low # school meal— reference; Mid # school meal p = 0.76; High # school meal p = 0.96); (D) 3D UPF as % kcal in secondary schoolchildren. Interaction between meal-type and income: (Low # school meal— reference; Mid # school meal p = 0.12; High # school meal p = 0.39). Note: Estimates are adjusted for age, sex, survey year, ethnicity, region, and IMD. Coefficients from interaction model given in Supplementary Table S4.
Figure 3Logistic regression of the likelihood of consuming minimally and ultra-processed food groups by meal type (school meals vs. reference of packed lunches) and school phase. Note: Fully adjusted regression model, covariates listed in Supplementary Table S3. Unprocessed drinks = water, juice etc; processed drinks = carbonated beverages; ultra-processed vegetables = baked beans and processed peas.