IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0223237.html
   My bibliography  Save this article

Children’s dietary diversity and related factors in Rwanda and Burundi: A multilevel analysis using 2010 Demographic and Health Surveys

Author

Listed:
  • Estefania Custodio
  • Zaida Herrador
  • Tharcisse Nkunzimana
  • Dorota Węziak-Białowolska
  • Ana Perez-Hoyos
  • Francois Kayitakire

Abstract

Background: One of the reported causes of high malnutrition rates in Burundi and Rwanda is children's inadequate dietary habits. The diet of children may be affected by individual characteristics and by the characteristics of the households and the communities in which they live. We used the minimum dietary diversity of children (MDD-C) indicator as a proxy of diet quality aiming at: 1) assess how much of the observed variation in MDD-C was attributed to community clustering, and 2) to identify the MDD-C associated factors. Methods: Data was obtained from the 2010 Demographic and Health Surveys of Burundi and Rwanda, from which only children 6 to 23 months from rural areas were analysed. The MDD-C was calculated according to the 2007 WHO/UNICEF guidelines. We computed the intra-class coefficient to assess the percentage of variation attributed to the clustering effect of living in the same community. And then we applied two-level logit regressions to investigate the association between MDD-C and potential risk factors following the hierarchical survey structure of DHS. Results: The MDD-C was 23% in rural Rwanda and 16% in rural Burundi, and a 29% of its variation in Rwanda and 17% in Burundi was attributable to community clustering. Increasing age and living standards were associated with higher MDD-C in both countries, and only in Burundi also increasing level of education of the mother's partner. In Rwanda alone, the increasing ages of the head of the household and of the mother at first birth were also positively associated with it. Despite the identification of an important proportion of the MDD-C variation due to clustering, we couldn't identify any community variable significantly associated with it. Conclusions: We recommend further research using hierarchical models, and to integrate dietary diversity in holistic interventions which take into account both the household's and the community's characteristics the children live in.

Suggested Citation

  • Estefania Custodio & Zaida Herrador & Tharcisse Nkunzimana & Dorota Węziak-Białowolska & Ana Perez-Hoyos & Francois Kayitakire, 2019. "Children’s dietary diversity and related factors in Rwanda and Burundi: A multilevel analysis using 2010 Demographic and Health Surveys," PLOS ONE, Public Library of Science, vol. 14(10), pages 1-17, October.
  • Handle: RePEc:plo:pone00:0223237
    DOI: 10.1371/journal.pone.0223237
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223237
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223237&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0223237?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rawlins, Rosemary & Pimkina, Svetlana & Barrett, Christopher B. & Pedersen, Sarah & Wydick, Bruce, 2014. "Got milk? The impact of Heifer International’s livestock donation programs in Rwanda on nutritional outcomes," Food Policy, Elsevier, vol. 44(C), pages 202-213.
    2. Kalle Hirvonen & John Hoddinott, 2017. "Agricultural production and children's diets: evidence from rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(4), pages 469-480, July.
    3. Tharcisse Nkunzimana & Estefania Custodio & Ana Pérez-Hoyos & Francois Kayitakire, 2016. "Assessing MDG Achievements Through Under-5 Child Stunting in the East African Community: Some Insights from Urban Versus Rural Areas in Burundi and Rwanda Using DHS2010," Economic Studies in Inequality, Social Exclusion, and Well-Being, in: Almas Heshmati (ed.), Poverty and Well-Being in East Africa, chapter 0, pages 61-86, Springer.
    4. Neha Kumar & Jody Harris & Rahul Rawat, 2015. "If They Grow It, Will They Eat and Grow? Evidence from Zambia on Agricultural Diversity and Child Undernutrition," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 1060-1077, August.
    5. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, March.
    6. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    7. Kibrewossen Abay & Kalle Hirvonen, 2017. "Does Market Access Mitigate the Impact of Seasonality on Child Growth? Panel Data Evidence from Northern Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 53(9), pages 1414-1429, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Genova, Christian & Umberger, Wendy J. & Peralta-Sanchez, Maria-Alexandra & Newman, Suzie & Zeng, Di, 2021. "The Impact of Smallholder Vegetable Production on Rural Vietnamese Children’s Nutrition Outcomes," 2021 Conference, August 17-31, 2021, Virtual 315293, International Association of Agricultural Economists.
    2. Ruel, Marie T. & Quisumbing, Agnes R. & Balagamwala, Mysbah, 2017. "Nutrition-sensitive agriculture: What have we learned and where do we go from here?," IFPRI discussion papers 1681, International Food Policy Research Institute (IFPRI).
    3. Zanello, Giacomo & Shankar, Bhavani & Poole, Nigel, 2019. "Buy or make? Agricultural production diversity, markets and dietary diversity in Afghanistan," Food Policy, Elsevier, vol. 87(C), pages 1-1.
    4. Janvier Mwisha-Kasiwa & Cédrick Kalemasi-Mosengo & Oasis Kodila-Tedika, 2023. "Understanding the link between gendered access to agricultural land and household nutrition outcomes in the Democratic Republic of Congo (DRC)," Working Papers of the African Governance and Development Institute. 23/075, African Governance and Development Institute..
    5. Bageant, Elizabeth & Liu, Yanyan & Diao, Xinshen, 2016. "Agriculture-nutrition linkages and child health in the presence of conflict in Nepal," IFPRI discussion papers 1515, International Food Policy Research Institute (IFPRI).
    6. Hiroyuki Takeshima & Kamiljon Akramov & Allen Park & Jarilkasin Ilyasov & Yanyan Liu & Tanzila Ergasheva, 2020. "Agriculture–nutrition linkages with heterogeneous, unobserved returns and costs: Insights from Tajikistan," Agricultural Economics, International Association of Agricultural Economists, vol. 51(4), pages 553-565, July.
    7. Lovo, Stefania & Veronesi, Marcella, 2019. "Crop Diversification and Child Health: Empirical Evidence From Tanzania," Ecological Economics, Elsevier, vol. 158(C), pages 168-179.
    8. Sayla Khandoker & Alka Singh & Shivendra Kumar Srivastava, 2022. "Leveraging farm production diversity for dietary diversity: evidence from national level panel data," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-20, December.
    9. Hiroyuki Takeshima & Kamiljon Akramov & Allen Park & Jarilkasin Ilyasov & Tanzila Ergasheva, 2022. "Agriculture-Nutrition Linkages, Cooking-Time, Intrahousehold Equality Among Women and Children: Evidence from Tajikistan," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(2), pages 940-977, April.
    10. Bachewe, Fantu Nisrane & Hirvonen, Kalle & Minten, Bart & Yimer, Feiruz, 2017. "The rising costs of nutritious foods in Ethiopia," ESSP research notes 67, International Food Policy Research Institute (IFPRI).
    11. A. Lourme-Ruiz & S. Dury & Y. Martin-Prével, 2021. "Linkages between dietary diversity and indicators of agricultural biodiversity in Burkina Faso [Les liens entre la diversité alimentaire et les indicateurs de diversité de la production au Burkina ," Post-Print ird-03127240, HAL.
    12. Abu Hayat Md. Saiful Islam & Joachim Braun & Andrew L. Thorne-Lyman & Akhter U. Ahmed, 2018. "Farm diversification and food and nutrition security in Bangladesh: empirical evidence from nationally representative household panel data," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(3), pages 701-720, June.
    13. Davidson, Kelly A. & Kropp, Jaclyn D., 2017. "Does Market Access Improve Dietary Diversity? Evidence from Bangladesh," 2017 Annual Meeting, February 4-7, 2017, Mobile, Alabama 252854, Southern Agricultural Economics Association.
    14. Olga Cantó & Carmelo García-Pérez & Marina Romaguera de la Cruz, 2021. "Multidimensional Measures of Economic Insecurity in Spain: The Role of Aggregation and Weighting Methods," Hacienda Pública Española / Review of Public Economics, IEF, vol. 238(3), pages 29-60, September.
    15. Maryia Bakhtsiyarava & Kathryn Grace, 2021. "Agricultural production diversity and child nutrition in Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(6), pages 1407-1422, December.
    16. Deniz Sevinc, 2020. "How Poor is Poor? A novel look at multidimensional poverty in the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 833-859, June.
    17. Alderman, Harold & Gilligan, Daniel O. & Leight, Jessica & Mulford, Michael & Tambet, Heleene, 2022. "The role of poultry transfers in diet diversity: A cluster randomized intent to treat analysis," Food Policy, Elsevier, vol. 107(C).
    18. Hirvonen, Kalle & Hoddinott, John & Minten, Bart & Stifel, David, 2017. "Children’s Diets, Nutrition Knowledge, and Access to Markets," World Development, Elsevier, vol. 95(C), pages 303-315.
    19. Bevis, Leah E.M. & Naschold, Felix & Rao, Tanvi, 2019. "An unequal burden: Intra-household dimensions of seasonal health in Tanzania," Food Policy, Elsevier, vol. 89(C).
    20. Kedir T. Roba & Thomas P. O’Connor & Nora M. O’Brien & Chanyalew S. Aweke & Zenebe A. Kahsay & Nick Chisholm & Edward Lahiff, 2019. "Seasonal variations in household food insecurity and dietary diversity and their association with maternal and child nutritional status in rural Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(3), pages 651-664, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0223237. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.