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Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts
OBJECTIVE: To support school foods programmes by evaluating the relationship between nutritional quality, cost, student consumption and the environmental impacts of menus. DESIGN: Using linear programming and data from previously served menu items, the relationships between the nutritional quality,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cambridge University Press
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410403/ https://www.ncbi.nlm.nih.gov/pubmed/37165566 http://dx.doi.org/10.1017/S1368980023000927 |
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author | Stern, Alexandra L Levine, Stephen Richardson, Scott A Blackstone, Nicole Tichenor Economos, Christina Griffin, Timothy S |
author_facet | Stern, Alexandra L Levine, Stephen Richardson, Scott A Blackstone, Nicole Tichenor Economos, Christina Griffin, Timothy S |
author_sort | Stern, Alexandra L |
collection | PubMed |
description | OBJECTIVE: To support school foods programmes by evaluating the relationship between nutritional quality, cost, student consumption and the environmental impacts of menus. DESIGN: Using linear programming and data from previously served menu items, the relationships between the nutritional quality, cost, student consumption and the environmental impacts of lunch menus were investigated. Optimised lunch menus with the maximum potential student consumption and nutritional quality and lowest costs and environmental impacts were developed and compared with previously served menus (baseline). SETTING: Boston Public Schools (BPS), Boston Massachusetts, USA. PARTICIPANTS: Menu items served on the 2018–2019 BPS lunch menu (n 142). RESULTS: Using single-objective models, trade-offs were observed between most interests, but the use of multi-objective models minimised these trade-offs. Compared with the current weekly menus offered, multi-objective models increased potential caloric intake by up to 27 % and Healthy Eating Index scores by up to 19 % and reduced costs and environmental impacts by up to 13 % and 71 %, respectively. Improvements were made by reducing the frequency of beef and cheese entrées and increasing the frequency of fish and legume entrées on weekly menus. CONCLUSIONS: This work can be extrapolated to monthly menus to provide further direction for school districts, and the methods can be employed with different recipes and constraints. Future research should test the implementation of optimised menus in schools and consider the broader implications of implementation. |
format | Online Article Text |
id | pubmed-10410403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cambridge University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-104104032023-09-26 Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts Stern, Alexandra L Levine, Stephen Richardson, Scott A Blackstone, Nicole Tichenor Economos, Christina Griffin, Timothy S Public Health Nutr Research Paper OBJECTIVE: To support school foods programmes by evaluating the relationship between nutritional quality, cost, student consumption and the environmental impacts of menus. DESIGN: Using linear programming and data from previously served menu items, the relationships between the nutritional quality, cost, student consumption and the environmental impacts of lunch menus were investigated. Optimised lunch menus with the maximum potential student consumption and nutritional quality and lowest costs and environmental impacts were developed and compared with previously served menus (baseline). SETTING: Boston Public Schools (BPS), Boston Massachusetts, USA. PARTICIPANTS: Menu items served on the 2018–2019 BPS lunch menu (n 142). RESULTS: Using single-objective models, trade-offs were observed between most interests, but the use of multi-objective models minimised these trade-offs. Compared with the current weekly menus offered, multi-objective models increased potential caloric intake by up to 27 % and Healthy Eating Index scores by up to 19 % and reduced costs and environmental impacts by up to 13 % and 71 %, respectively. Improvements were made by reducing the frequency of beef and cheese entrées and increasing the frequency of fish and legume entrées on weekly menus. CONCLUSIONS: This work can be extrapolated to monthly menus to provide further direction for school districts, and the methods can be employed with different recipes and constraints. Future research should test the implementation of optimised menus in schools and consider the broader implications of implementation. Cambridge University Press 2023-08 2023-05-11 /pmc/articles/PMC10410403/ /pubmed/37165566 http://dx.doi.org/10.1017/S1368980023000927 Text en © The Authors 2023 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited. |
spellingShingle | Research Paper Stern, Alexandra L Levine, Stephen Richardson, Scott A Blackstone, Nicole Tichenor Economos, Christina Griffin, Timothy S Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title | Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title_full | Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title_fullStr | Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title_full_unstemmed | Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title_short | Improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
title_sort | improving school lunch menus with multi-objective optimisation: nutrition, cost, consumption and environmental impacts |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10410403/ https://www.ncbi.nlm.nih.gov/pubmed/37165566 http://dx.doi.org/10.1017/S1368980023000927 |
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