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Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis
BACKGROUND: Paying particular attention to sustainable food consumption in low-income households is essential for increasing human health. Due to the growing population globally, this concept will likely become more serious soon. METHODS: Following the importance of optimizing food consumption for s...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085191/ https://www.ncbi.nlm.nih.gov/pubmed/35548565 http://dx.doi.org/10.3389/fnut.2022.859789 |
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author | Pakravan-Charvadeh, Mohammad Reza Flora, Cornelia Butler Emrouznejad, Ali |
author_facet | Pakravan-Charvadeh, Mohammad Reza Flora, Cornelia Butler Emrouznejad, Ali |
author_sort | Pakravan-Charvadeh, Mohammad Reza |
collection | PubMed |
description | BACKGROUND: Paying particular attention to sustainable food consumption in low-income households is essential for increasing human health. Due to the growing population globally, this concept will likely become more serious soon. METHODS: Following the importance of optimizing food consumption for sustainability, in this study, a novel methodology is introduced for calculating nutrient intake efficiency and determining choices of food in different locations. The impact of socio-economic factors on nutrition efficiency is assessed. Data Envelopment Analysis (DEA) as a well-known linear programming (LP) and a Tobit model are used to achieve the goals. Household Consumption and Expenditure Surveys (HCESs) of 30,000 rural and urban Iranian households in all provinces in 2016 are analyzed. A Nutrient Efficiency Map (NEM) of Iran was depicted by GIS software. RESULTS: The results showed that many townships had nutrient efficiency scores of less than 70%. Northeast townships had the lowest scores, with an efficiency score of less than 50%. Overall, townships have lower efficiency in the North (seaside cities), East (desert cities), and North East (isolated cities) when compared with other areas. CONCLUSION: Therefore, it is suggestible that the government should modify the support policies and the protection packages based on social, geographical, and cultural status. |
format | Online Article Text |
id | pubmed-9085191 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90851912022-05-10 Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis Pakravan-Charvadeh, Mohammad Reza Flora, Cornelia Butler Emrouznejad, Ali Front Nutr Nutrition BACKGROUND: Paying particular attention to sustainable food consumption in low-income households is essential for increasing human health. Due to the growing population globally, this concept will likely become more serious soon. METHODS: Following the importance of optimizing food consumption for sustainability, in this study, a novel methodology is introduced for calculating nutrient intake efficiency and determining choices of food in different locations. The impact of socio-economic factors on nutrition efficiency is assessed. Data Envelopment Analysis (DEA) as a well-known linear programming (LP) and a Tobit model are used to achieve the goals. Household Consumption and Expenditure Surveys (HCESs) of 30,000 rural and urban Iranian households in all provinces in 2016 are analyzed. A Nutrient Efficiency Map (NEM) of Iran was depicted by GIS software. RESULTS: The results showed that many townships had nutrient efficiency scores of less than 70%. Northeast townships had the lowest scores, with an efficiency score of less than 50%. Overall, townships have lower efficiency in the North (seaside cities), East (desert cities), and North East (isolated cities) when compared with other areas. CONCLUSION: Therefore, it is suggestible that the government should modify the support policies and the protection packages based on social, geographical, and cultural status. Frontiers Media S.A. 2022-04-25 /pmc/articles/PMC9085191/ /pubmed/35548565 http://dx.doi.org/10.3389/fnut.2022.859789 Text en Copyright © 2022 Pakravan-Charvadeh, Flora and Emrouznejad. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Nutrition Pakravan-Charvadeh, Mohammad Reza Flora, Cornelia Butler Emrouznejad, Ali Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title | Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title_full | Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title_fullStr | Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title_full_unstemmed | Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title_short | Impact of Socio-Economic Factors on Nutrition Efficiency: An Application of Data Envelopment Analysis |
title_sort | impact of socio-economic factors on nutrition efficiency: an application of data envelopment analysis |
topic | Nutrition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9085191/ https://www.ncbi.nlm.nih.gov/pubmed/35548565 http://dx.doi.org/10.3389/fnut.2022.859789 |
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