Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso
Background: The diets of millions of poor individuals lack adequate amount of essential nutrients. Objective: To examine the determinants of household dietary diversity in Burkina Faso and assess whether the choice of a diversity metric matters. Methods: Using survey data from 2014, we construct 3 m...
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Veröffentlicht in: | Food and nutrition bulletin 2021-12, Vol.42 (4), p.530-550 |
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description | Background:
The diets of millions of poor individuals lack adequate amount of essential nutrients.
Objective:
To examine the determinants of household dietary diversity in Burkina Faso and assess whether the choice of a diversity metric matters.
Methods:
Using survey data from 2014, we construct 3 metrics—Household Dietary Diversity Score (HDDS), Berry Index (BI), and Healthy Food Diversity Index (HFDI). Unlike the oft-used HDDS, the BI captures the quantity distribution of food items while the HFDI captures all 3 aspects of a healthy diet—count, quantity distribution, and health value. We fit linear (for BI and HFDI) and Poisson (for HDDS) models controlling for several socioeconomic and climatic covariates.
Results:
Some parameter estimates are sensitive to the diversity metric with fewer significant covariates observed in the HFDI model. Overall, diets are more diverse for households in urban areas, with female or better educated heads, with higher asset-based wealth and with more diverse on-farm production, while remoteness reduces dietary diversity. Higher precipitation seems to reduce diversity, potentially driven by the spatial heterogeneity in precipitation and on-farm production diversity.
Conclusions:
The sensitivity of estimates to the metric used underscores potentially more complex interactions that determine the quantity distribution of food items consumed. Policies that enhance on-farm production diversity, market access, and women’s empowerment may help improve dietary diversity and subsequent nutritional benefits. Efforts should be made to compile health value data that are relevant to developing countries facing nutrition transition. |
doi_str_mv | 10.1177/03795721211029092 |
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The diets of millions of poor individuals lack adequate amount of essential nutrients.
Objective:
To examine the determinants of household dietary diversity in Burkina Faso and assess whether the choice of a diversity metric matters.
Methods:
Using survey data from 2014, we construct 3 metrics—Household Dietary Diversity Score (HDDS), Berry Index (BI), and Healthy Food Diversity Index (HFDI). Unlike the oft-used HDDS, the BI captures the quantity distribution of food items while the HFDI captures all 3 aspects of a healthy diet—count, quantity distribution, and health value. We fit linear (for BI and HFDI) and Poisson (for HDDS) models controlling for several socioeconomic and climatic covariates.
Results:
Some parameter estimates are sensitive to the diversity metric with fewer significant covariates observed in the HFDI model. Overall, diets are more diverse for households in urban areas, with female or better educated heads, with higher asset-based wealth and with more diverse on-farm production, while remoteness reduces dietary diversity. Higher precipitation seems to reduce diversity, potentially driven by the spatial heterogeneity in precipitation and on-farm production diversity.
Conclusions:
The sensitivity of estimates to the metric used underscores potentially more complex interactions that determine the quantity distribution of food items consumed. Policies that enhance on-farm production diversity, market access, and women’s empowerment may help improve dietary diversity and subsequent nutritional benefits. Efforts should be made to compile health value data that are relevant to developing countries facing nutrition transition.</description><identifier>ISSN: 0379-5721</identifier><identifier>EISSN: 1564-8265</identifier><identifier>DOI: 10.1177/03795721211029092</identifier><identifier>PMID: 34467801</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Burkina Faso ; Diet ; Family Characteristics ; Female ; Food Supply ; Humans ; Nutritional Status ; Original Research</subject><ispartof>Food and nutrition bulletin, 2021-12, Vol.42 (4), p.530-550</ispartof><rights>The Author(s) 2021</rights><rights>The Author(s) 2021 2021 Nevin Scrimshaw International Nutrition Foundation</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c438t-c0cd4223bcd26ecce3e32d4c9b40fe6f68aa524e392edb701309cc2ef1207fe13</citedby><cites>FETCH-LOGICAL-c438t-c0cd4223bcd26ecce3e32d4c9b40fe6f68aa524e392edb701309cc2ef1207fe13</cites><orcidid>0000-0001-7533-6658</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://journals.sagepub.com/doi/pdf/10.1177/03795721211029092$$EPDF$$P50$$Gsage$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://journals.sagepub.com/doi/10.1177/03795721211029092$$EHTML$$P50$$Gsage$$Hfree_for_read</linktohtml><link.rule.ids>230,314,777,781,882,21800,27905,27906,43602,43603</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34467801$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Bandyopadhyay, Arkadeep</creatorcontrib><creatorcontrib>Haile, Beliyou</creatorcontrib><creatorcontrib>Azzarri, Carlo</creatorcontrib><creatorcontrib>Somé, Jérôme</creatorcontrib><title>Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso</title><title>Food and nutrition bulletin</title><addtitle>Food Nutr Bull</addtitle><description>Background:
The diets of millions of poor individuals lack adequate amount of essential nutrients.
Objective:
To examine the determinants of household dietary diversity in Burkina Faso and assess whether the choice of a diversity metric matters.
Methods:
Using survey data from 2014, we construct 3 metrics—Household Dietary Diversity Score (HDDS), Berry Index (BI), and Healthy Food Diversity Index (HFDI). Unlike the oft-used HDDS, the BI captures the quantity distribution of food items while the HFDI captures all 3 aspects of a healthy diet—count, quantity distribution, and health value. We fit linear (for BI and HFDI) and Poisson (for HDDS) models controlling for several socioeconomic and climatic covariates.
Results:
Some parameter estimates are sensitive to the diversity metric with fewer significant covariates observed in the HFDI model. Overall, diets are more diverse for households in urban areas, with female or better educated heads, with higher asset-based wealth and with more diverse on-farm production, while remoteness reduces dietary diversity. Higher precipitation seems to reduce diversity, potentially driven by the spatial heterogeneity in precipitation and on-farm production diversity.
Conclusions:
The sensitivity of estimates to the metric used underscores potentially more complex interactions that determine the quantity distribution of food items consumed. Policies that enhance on-farm production diversity, market access, and women’s empowerment may help improve dietary diversity and subsequent nutritional benefits. Efforts should be made to compile health value data that are relevant to developing countries facing nutrition transition.</description><subject>Burkina Faso</subject><subject>Diet</subject><subject>Family Characteristics</subject><subject>Female</subject><subject>Food Supply</subject><subject>Humans</subject><subject>Nutritional Status</subject><subject>Original Research</subject><issn>0379-5721</issn><issn>1564-8265</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><sourceid>EIF</sourceid><recordid>eNp9kUlPwzAQhS0EomX5AVyQj1xSvMRxwgEJugASEhzgbLnOpDWkcbGTSuXX46qAQEic5vC-ebM8hE4oGVAq5TnhshCSUUYpYQUp2A7qU5GlSc4ysYv6Gz3ZAD10EMILIUxkgu6jHk_TTOaE9tHjVaPr9bttZridAx55uwIfsKvwresCzF1d4pGFVvt1rBvNtusLPF7ZEhoDuPJuga87_2objSc6uCO0V-k6wPFnPUTPk_HT8Da5f7i5G17dJybleZsYYsqUMT41JcvAGODAWZmaYpqSCrIqy7UWLAVeMCinklBOCmMYVJQRWQHlh-hy67vspgsoDTSt17VaeruIuyqnrfqtNHauZm6l8oxLLkQ0OPs08O6tg9CqhQ0G6lo3EE9X8Vc5E7yQJKJ0ixrvQvBQfY-hRG2SUH-SiD2nP_f77vh6fQQGWyDoGagX1_mYRPjH8QPJDJJJ</recordid><startdate>20211201</startdate><enddate>20211201</enddate><creator>Bandyopadhyay, Arkadeep</creator><creator>Haile, Beliyou</creator><creator>Azzarri, Carlo</creator><creator>Somé, Jérôme</creator><general>SAGE Publications</general><scope>AFRWT</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-7533-6658</orcidid></search><sort><creationdate>20211201</creationdate><title>Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso</title><author>Bandyopadhyay, Arkadeep ; Haile, Beliyou ; Azzarri, Carlo ; Somé, Jérôme</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c438t-c0cd4223bcd26ecce3e32d4c9b40fe6f68aa524e392edb701309cc2ef1207fe13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Burkina Faso</topic><topic>Diet</topic><topic>Family Characteristics</topic><topic>Female</topic><topic>Food Supply</topic><topic>Humans</topic><topic>Nutritional Status</topic><topic>Original Research</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bandyopadhyay, Arkadeep</creatorcontrib><creatorcontrib>Haile, Beliyou</creatorcontrib><creatorcontrib>Azzarri, Carlo</creatorcontrib><creatorcontrib>Somé, Jérôme</creatorcontrib><collection>Sage Journals GOLD Open Access 2024</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Food and nutrition bulletin</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bandyopadhyay, Arkadeep</au><au>Haile, Beliyou</au><au>Azzarri, Carlo</au><au>Somé, Jérôme</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso</atitle><jtitle>Food and nutrition bulletin</jtitle><addtitle>Food Nutr Bull</addtitle><date>2021-12-01</date><risdate>2021</risdate><volume>42</volume><issue>4</issue><spage>530</spage><epage>550</epage><pages>530-550</pages><issn>0379-5721</issn><eissn>1564-8265</eissn><abstract>Background:
The diets of millions of poor individuals lack adequate amount of essential nutrients.
Objective:
To examine the determinants of household dietary diversity in Burkina Faso and assess whether the choice of a diversity metric matters.
Methods:
Using survey data from 2014, we construct 3 metrics—Household Dietary Diversity Score (HDDS), Berry Index (BI), and Healthy Food Diversity Index (HFDI). Unlike the oft-used HDDS, the BI captures the quantity distribution of food items while the HFDI captures all 3 aspects of a healthy diet—count, quantity distribution, and health value. We fit linear (for BI and HFDI) and Poisson (for HDDS) models controlling for several socioeconomic and climatic covariates.
Results:
Some parameter estimates are sensitive to the diversity metric with fewer significant covariates observed in the HFDI model. Overall, diets are more diverse for households in urban areas, with female or better educated heads, with higher asset-based wealth and with more diverse on-farm production, while remoteness reduces dietary diversity. Higher precipitation seems to reduce diversity, potentially driven by the spatial heterogeneity in precipitation and on-farm production diversity.
Conclusions:
The sensitivity of estimates to the metric used underscores potentially more complex interactions that determine the quantity distribution of food items consumed. Policies that enhance on-farm production diversity, market access, and women’s empowerment may help improve dietary diversity and subsequent nutritional benefits. Efforts should be made to compile health value data that are relevant to developing countries facing nutrition transition.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><pmid>34467801</pmid><doi>10.1177/03795721211029092</doi><tpages>21</tpages><orcidid>https://orcid.org/0000-0001-7533-6658</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Burkina Faso Diet Family Characteristics Female Food Supply Humans Nutritional Status Original Research |
title | Analyzing the Drivers of Household Dietary Diversity: Evidence from Burkina Faso |
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