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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...

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Autores principales: Pakravan-Charvadeh, Mohammad Reza, Flora, Cornelia Butler, Emrouznejad, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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.
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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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