Associations of Rainfall with Childhood Under-nutrition in Rwanda: An Ecological Study using the Data from Rwanda Meteorology Agency and the 2010 Demographic and Health Survey

Authors

  • Assumpta Mukabutera University of rwanda - college of Medicine and Health Sciences- School of Public Health / UR_CMHS_SPH
  • Jamie I. Forrest
  • Laetitia Nyirazinyoye
  • Habimana Marcelin
  • Paulin Basinga

Keywords:

Malnutrition, Under-nutrition, Child under five, sub-Saharan Africa, Rwanda, DHS, climate, rainfall

Abstract

Seasonality of weather and climate can affect many of the complex pathways of nutrition. Methods: Using Rwanda demographic and health survey (RDHS) and precipitation measurements collected in 2009-2010; we assessed the association between rainfall and childhood malnutrition: stunting, underweight and wasting. Childhood under-nutritional status was assessed by Z-scores for weight-for-age (WAZ), weight-for-height (WHZ) and height-for-age (HAZ), as primary outcomes for this analysis.

A total of 4176 children under five years were included in the analysis. The prevalence of underweight was 11.4%, stunting was 44% and wasting was 3%. After adjusting potential confounders (mother’s BMI, mother’s education, residence and wealth indices), children residing in the area with high rainfall were more likely to be stunted (OR=1.58; 95%CI=1.28,1.96; p<0.001) while children in the area with moderate and high quantity of rain were less likely to be wasted (OR=0.50; 95%CI=0.31,0.82; p=0.006 and OR=0.34; 95%CI=0.20,0.58; p<0.001 respectively).

Rainfall patterns may affect the nutritional status  (under-nutrition) of children under five years of age. Estimating the effect of rainfall on malnutrition may help to better predict regions of vulnerability to under-nutrition. we suggest further study for more information about the mechanism of this association.

 

Author Biography

  • Assumpta Mukabutera, University of rwanda - college of Medicine and Health Sciences- School of Public Health / UR_CMHS_SPH

    Departement of community Health

    PhD and Mphil program coordinator, lecturer

References

Liu L, Johnson HL, Cousens S, Perin J, Scott S, Lawn JE, et al. Global, regional, and national causes of child mortality: an updated systematic analysis for 2010 with time trends since 2000. Lancet [Internet]. Elsevier Ltd; 2012 Jun 9 [cited 2012 Nov 5];379(9832):2151–61. Available from: http://www.ncbi.nlm.nih.gov/pubmed/22579125

Black RE, Allen LH, Bhutta Z a, Caulfield LE, de Onis M, Ezzati M, et al. Maternal and child undernutrition: global and regional exposures and health consequences. Lancet [Internet]. 2008 Jan 19 [cited 2012 Nov 2];371(9608):243–60. Available from: http://www.ncbi.nlm.nih.gov/pubmed/18207566

Siddiqi M, Haque M, Goni M. Malnutrition of under-five children: evidence from Bangladesh. Asian J Med Sci [Internet]. 2011 [cited 2014 Jan 29];2:113–9. Available from: http://www.nepjol.info/index.php/AJMS/article/view/3662

Amsalu S, Tigabu Z. Risk factors for ever acute malnutrition inchildren under the age of five: a case-control study. Ethiop J Heal Dev [Internet]. 2008 [cited 2014 Jan 29]; Available from: http://www.ajol.info/index.php/ejhd/article/view/10058/31332

Wardlaw T, Salama P, Brocklehurst C. Diarrhoea: why children are still dying and what can be done. Lancet [Internet]. 2010 [cited 2014 Jan 29]; Available from: http://scholar.google.com/scholar?hl=en&btnG=Search&q=intitle:Diarrhoea:+Why+children+are+still+dying+and+what+can+be+done#0

Nahar B, Ahmed T, Brown KH, Hossain MI. Risk factors associated with severe underweight among young children reporting to a diarrhoea treatment facility in Bangladesh. J Heal Popul Nutr [Internet]. 2010 [cited 2014 Jan 29];28(5):476–83. Available from: http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2963770/

National Institute of Statistics of Rwanda (NISR) [Rwanda], Ministry of Health (MOH) [Rwanda] and II. Rwanda Demographic and Health Survey 2010. 2011.

Binagwaho A, Condo J, Wagner C, Ngabo F, Karema C, Kanters S, et al. Impact of implementing performance-based financing on childhood malnutrition in Rwanda. BMC Public Health [Internet]. 2014 Jan;14(1):1132. Available from: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=4237787&tool=pmcentrez&rendertype=abstract

Cheah W, Muda W, Zamh Z. A structural equation model of the determinants of malnutrition among children in rural Kelantan, Malaysia. Rural Remote Health [Internet]. 2010 [cited 2013 Jan 15];(10):1–12. Available from: http://www.rrh.org.au/articles/subviewnew.asp?articleid=1248

Samuel Oyekale A. Factors explaining acute malnutrition among under-five children in Sub-Sahara Africa (SSA). Life Sci J [Internet]. 2012 [cited 2013 Jan 16];9(4):2101–7. Available from: http://www.lifesciencesite.com/lsj/life0904/314_11976life0904_2101_2107.pdf

de Onis M, Blössner M, Borghi E. Prevalence and trends of stunting among pre-school children, 1990-2020. Public Health Nutr [Internet]. 2011 Jul 14 [cited 2012 Nov 11];1–7. Available from: http://www.ncbi.nlm.nih.gov/pubmed/21752311

Costello A, Abbas M, Allen A, Ball S, Bell S, Bellamy R, et al. Managing the health effects of climate change: Lancet and University College London Institute for Global Health Commission. Lancet. 2009;373(9676):1693–733.

Paynter S, Ware RS, Weinstein P, Williams G, Sly PD. Childhood pneumonia: A neglected, climate-sensitive disease? The Lancet. 2010. p. 1804–5.

Bandyopadhyay S, Kanji S, Wang L. The impact of rainfall and temperature variation on diarrheal prevalence in Sub-Saharan Africa. Appl Geogr [Internet]. Elsevier Ltd; 2012 Apr [cited 2012 Mar 30];33:63–72. Available from: http://linkinghub.elsevier.com/retrieve/pii/S014362281100155X

Kumar RH; Venkaiah K; Arlappa N; Kumar S; Brahmam GN. Diet and nutritional situation of the population in the severely drought affected areas of Gujarat. J Hum Ecol [Internet]. 2005;18(4):319–26. Available from: http://www.krepublishers.com/KRE-New-J/index.html

Obioha EE. Climate Variability and Food Production Nexus in Lesotho, 2001-2007. J Hum Ecol [Internet]. Kamla-Raj Enterprises, Delhi India; 2010;32(3):149–60. Available from: http://search.proquest.com/docview/853211076?accountid=13042nhttp://oxfordsfx.hosted.exlibrisgroup.com/oxford?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&genre=article&sid=ProQ:ProQ:ibssshell&atitle=Climate+variability+and+food+production+nexus+in+Lesotho,+2001-+2007&title=Journal+of+human+ecology&issn=09709274&date=2010-12-01&volume=32&issue=3&spage=149&au=Obioha,+Emeka+E&isbn=&jtitle=Journal+of+human+ecology&btitle=&rft_id=info:eric/&rft_id=info:doi/nhttp://search.proquest.c

Network Famine Early Warning Systems F. Satellite Image/Data. [Internet]. 2012. Available from: http://earlywarning.usgs.gov/fews/africa/web/datatheme.php?imgtype=nd&extent=e&cachekiller=250000

(NOAA). NO and AA. Global Land Surface Monitoring and Prediction [Internet]. 2012. Available from: http://www.cpc.ncep.noaa.gov/soilmst/leaky_glb.htm

Alexander KA, Carzolio M, Goodin D, Vance E. Climate Change is Likely to Worsen the Public Health Threat of Diarrheal Disease in Botswana. Int J Environ Res Public Health [Internet]. 2013;10(4):1202–30. Available from: http://www.ncbi.nlm.nih.gov/pubmed/23531489

Carlton EJ, Eisenberg JNS, Goldstick J, Cevallos W, Trostle J, Levy K. Original Contribution Heavy Rainfall Events and Diarrhea Incidence : The Role of Social and Environmental Factors. 2014;179(3):344–52.

Jagai JS, Sarkar R, Castronovo D, Kattula D, McEntee J, Ward H, et al. Seasonality of rotavirus in south asia: A meta-analysis approach assessing associations with temperature, precipitation, and vegetation index. PLoS One. 2012;7(5).

Palma P, Alvarenga P, Palma V, Matos C, Fernandes RM, Soares A, et al. Evaluation of surface water quality using an ecotoxicological approach: a case study of the Alqueva Reservoir (Portugal). Environ Sci Pollut Res. 2010;17(3):703–16.

Xu Z, Etzel R a., Su H, Huang C, Guo Y, Tong S. Impact of ambient temperature on children’s health: A systematic review. Environ Res. 2012;117:120–31.

WMO. Atlas of Health and climate. 2012. 1-68 p.

Thompson AA, Matamale L, Kharidza SD. Impact of Climate Change on Children’s Health in Limpopo Province, South Africa. Int J Environ Res Public Health [Internet]. 2012;9(3):831–54. Available from: http://www.mdpi.com/1660-4601/9/3/831/

Skoufias E, Vinha K. Climate variability and child height in rural Mexico. Econ Hum Biol [Internet]. Elsevier B.V.; 2012 Jan [cited 2012 Mar 29];10(1):54–73. Available from: http://www.ncbi.nlm.nih.gov/pubmed/21840273

Moreland S. Modeling Climate Change , Food Security , and Population Pilot-Testing the Model in Ethiopia. Group. 2012;(March).

Drayna P, McLellan SL, Simpson P, Li S-H, Gorelick MH. Association between Rainfall and Pediatric Emergency Department Visits for Acute Gastrointestinal Illness. Environ Health Perspect [Internet]. National Institute of Environmental Health Sciences; 2010;118(10):1439–43. Available from: http://www.ncbi.nlm.nih.gov/pubmed/20515725

Grundmann R, Stehr N. Climate Change: What Role for Sociology?: A Response to Constance Lever-Tracy. Curr Sociol [Internet]. 2010 Nov 18 [cited 2013 Jan 29];58(6):897–910. Available from: http://csi.sagepub.com/cgi/doi/10.1177/0011392110376031

Yuan CT, Dembry LM, Higa B, Fu M, Wang H, Bradley EH. Perceptions of hand hygiene practices in China. J Hosp Infect [Internet]. The Hospital Infection Society; 2009 Feb [cited 2013 Jan 14];71(2):157–62. Available from: http://www.ncbi.nlm.nih.gov/pubmed/19013685

Levy K, Hubbard AE, Eisenberg JNS. Seasonality of rotavirus disease in the tropics: a systematic review and meta-analysis. Int J Epidemiol [Internet]. Oxford University Press; 2009;38(6):1487–96. Available from: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2800782&tool=pmcentrez&rendertype=abstract

Linnemayr S, Alderman H, Ka A. Determinants of malnutrition in Senegal: individual, household, community variables, and their interaction. Econ Hum Biol [Internet]. 2008 Jul;6(2):252–63. Available from: http://www.ncbi.nlm.nih.gov/pubmed/18603490

Hien N, Hoa N. Nutritional status and determinants of malnutrition in children under three years of age in Nghean, Vietnam. Pakistan J Nutr [Internet]. 2009 [cited 2013 Jan 13];8(7):958–64. Available from: http://docsdrive.com/pdfs/ansinet/pjn/2009/958-964.pdf

Kanjilal B, Mazumdar PG, Mukherjee M, Rahman MH. Nutritional status of children in India: household socio-economic condition as the contextual determinant. Int J Equity Health [Internet]. 2010 Jan;9(1):19. Available from: http://www.pubmedcentral.nih.gov/articlerender.fcgi?artid=2931515&tool=pmcentrez&rendertype=abstract

Kabubo-Mariara J, Ndenge G, Mwabu D. Determinants of children’s nutritional status in Kenya: Evidence from demographic and health surveys. J Afr Econ [Internet]. 2009 [cited 2014 Jan 29];18(3):363–87. Available from: http://jae.oxfordjournals.org/content/18/3/363.short

Downloads

Additional Files

Published

2016-02-15

How to Cite

Associations of Rainfall with Childhood Under-nutrition in Rwanda: An Ecological Study using the Data from Rwanda Meteorology Agency and the 2010 Demographic and Health Survey. (2016). Asian Journal of Agriculture and Food Sciences, 4(1). https://ajouronline.com/index.php/AJAFS/article/view/3508

Similar Articles

21-30 of 78

You may also start an advanced similarity search for this article.