IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v10y2013i4p1202-1230d24546.html
   My bibliography  Save this article

Climate Change is Likely to Worsen the Public Health Threat of Diarrheal Disease in Botswana

Author

Listed:
  • Kathleen A. Alexander

    (Fisheries and Wildlife Conservation, Virginia Tech, 100 Cheatham Hall, Blacksburg, VA 24061, USA
    CARACAL, Plot 110, Kasane, Botswana)

  • Marcos Carzolio

    (Department of Statistics, Virginia Tech, 405C Hutcheson Hall, Blacksburg, VA 24061, USA)

  • Douglas Goodin

    (Department of Geography, Kansas State University, 122 Seaton Hall, Manhattan, KS 66506, USA)

  • Eric Vance

    (Department of Statistics, Virginia Tech, 405C Hutcheson Hall, Blacksburg, VA 24061, USA)

Abstract

Diarrheal disease is an important health challenge, accounting for the majority of childhood deaths globally. Climate change is expected to increase the global burden of diarrheal disease but little is known regarding climate drivers, particularly in Africa. Using health data from Botswana spanning a 30-year period (1974–2003), we evaluated monthly reports of diarrheal disease among patients presenting to Botswana health facilities and compared this to climatic variables. Diarrheal case incidence presents with a bimodal cyclical pattern with peaks in March (ANOVA p < 0.001) and October (ANOVA p < 0.001) in the wet and dry season, respectively. There is a strong positive autocorrelation ( p < 0.001) in the number of reported diarrhea cases at the one-month lag level. Climatic variables (rainfall, minimum temperature, and vapor pressure) predicted seasonal diarrheal with a one-month lag in variables ( p < 0.001). Diarrheal case incidence was highest in the dry season after accounting for other variables, exhibiting on average a 20% increase over the yearly mean ( p < 0.001). Our analysis suggests that forecasted climate change increases in temperature and decreases in precipitation may increase dry season diarrheal disease incidence with hot, dry conditions starting earlier and lasting longer. Diarrheal disease incidence in the wet season is likely to decline. Our results identify significant health-climate interactions, highlighting the need for an escalated public health focus on controlling diarrheal disease in Botswana. Study findings have application to other arid countries in Africa where diarrheal disease is a persistent public health problem.

Suggested Citation

  • Kathleen A. Alexander & Marcos Carzolio & Douglas Goodin & Eric Vance, 2013. "Climate Change is Likely to Worsen the Public Health Threat of Diarrheal Disease in Botswana," IJERPH, MDPI, vol. 10(4), pages 1-29, March.
  • Handle: RePEc:gam:jijerp:v:10:y:2013:i:4:p:1202-1230:d:24546
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/10/4/1202/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/10/4/1202/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Eisenberg, J.N.S. & Scott, J.C. & Porco, T., 2007. "Integrating disease control strategies: Balancing water sanitation and hygiene interventions to reduce diarrheal disease burden," American Journal of Public Health, American Public Health Association, vol. 97(5), pages 846-852.
    2. Curriero, F.C. & Patz, J.A. & Rose, J.B. & Lele, S., 2001. "The association between extreme precipitation and waterborne disease outbreaks in the United States, 1948-1994," American Journal of Public Health, American Public Health Association, vol. 91(8), pages 1194-1199.
    3. Daniel C Medina & Sally E Findley & Boubacar Guindo & Seydou Doumbia, 2007. "Forecasting Non-Stationary Diarrhea, Acute Respiratory Infection, and Malaria Time-Series in Niono, Mali," PLOS ONE, Public Library of Science, vol. 2(11), pages 1-13, November.
    4. Peter W. Gething & David L. Smith & Anand P. Patil & Andrew J. Tatem & Robert W. Snow & Simon I. Hay, 2010. "Climate change and the global malaria recession," Nature, Nature, vol. 465(7296), pages 342-345, May.
    5. Sebastian Galiani & Paul Gertler & Ernesto Schargrodsky, 2005. "Water for Life: The Impact of the Privatization of Water Services on Child Mortality," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 83-120, February.
    6. Paul Collier & Gordon Conway & Tony Venables, 2008. "Climate change and Africa," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(2), pages 337-353, Summer.
    7. Camille Parmesan & Gary Yohe, 2003. "A globally coherent fingerprint of climate change impacts across natural systems," Nature, Nature, vol. 421(6918), pages 37-42, January.
    8. Mendelsohn, Robert & Dinar, Ariel & Williams, Larry, 2006. "The distributional impact of climate change on rich and poor countries," Environment and Development Economics, Cambridge University Press, vol. 11(2), pages 159-178, April.
    9. Steen, T. W. & Mazonde, G. N., 1999. "Ngaka ya setswana, ngaka ya sekgoa or both? Health seeking behaviour in Batswana with pulmonary tuberculosis," Social Science & Medicine, Elsevier, vol. 48(2), pages 163-172, January.
    10. Stock, Robert, 1983. "Distance and the utilization of health facilities in rural Nigeria," Social Science & Medicine, Elsevier, vol. 17(9), pages 563-570, January.
    11. Adeboyejo Aina Thompson & Lirvhuwani Matamale & Shonisani Danisa Kharidza, 2012. "Impact of Climate Change on Children’s Health in Limpopo Province, South Africa," IJERPH, MDPI, vol. 9(3), pages 1-24, March.
    12. Dorte Verner, 2010. "Reducing Poverty, Protecting Livelihoods, and Building Assets in a Changing Climate : Social Implications of Climate Change for Latin America and the Caribbean," World Bank Publications - Books, The World Bank Group, number 2473, December.
    13. Gian-Reto Walther & Eric Post & Peter Convey & Annette Menzel & Camille Parmesan & Trevor J. C. Beebee & Jean-Marc Fromentin & Ove Hoegh-Guldberg & Franz Bairlein, 2002. "Ecological responses to recent climate change," Nature, Nature, vol. 416(6879), pages 389-395, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chengdong Xu & Gexin Xiao & Jinfeng Wang & Xiangxue Zhang & Jinjun Liang, 2017. "Spatiotemporal Risk of Bacillary Dysentery and Sensitivity to Meteorological Factors in Hunan Province, China," IJERPH, MDPI, vol. 15(1), pages 1-12, December.
    2. Aderita Sena & Kristie Ebi, 2020. "When Land Is Under Pressure Health Is Under Stress," IJERPH, MDPI, vol. 18(1), pages 1-24, December.
    3. Mwansa M. Songe & Bernard M. Hang’ombe & Theodore J. D. Knight-Jones & Delia Grace, 2016. "Antimicrobial Resistant Enteropathogenic Escherichia coli and Salmonella spp. in Houseflies Infesting Fish in Food Markets in Zambia," IJERPH, MDPI, vol. 14(1), pages 1-10, December.
    4. Thi Yen Chi Nguyen & Bamidele Oladapo Fagbayigbo & Guéladio Cissé & Nesre Redi & Samuel Fuhrimann & John Okedi & Christian Schindler & Martin Röösli & Neil Philip Armitage & Kirsty Carden & Mohamed Aq, 2021. "Diarrhoea among Children Aged under Five Years and Risk Factors in Informal Settlements: A Cross-Sectional Study in Cape Town, South Africa," IJERPH, MDPI, vol. 18(11), pages 1-18, June.
    5. Gentille Musengimana & Fidele K. Mukinda & Roderick Machekano & Hassan Mahomed, 2016. "Temperature Variability and Occurrence of Diarrhoea in Children under Five-Years-Old in Cape Town Metropolitan Sub-Districts," IJERPH, MDPI, vol. 13(9), pages 1-12, August.
    6. Mengya Yang & Can Chen & Xiaobao Zhang & Yuxia Du & Daixi Jiang & Danying Yan & Xiaoxiao Liu & Cheng Ding & Lei Lan & Hao Lei & Shigui Yang, 2022. "Meteorological Factors Affecting Infectious Diarrhea in Different Climate Zones of China," IJERPH, MDPI, vol. 19(18), pages 1-15, September.
    7. Sokhna Thiam & Aminata N. Diène & Ibrahima Sy & Mirko S. Winkler & Christian Schindler & Jacques A. Ndione & Ousmane Faye & Penelope Vounatsou & Jürg Utzinger & Guéladio Cissé, 2017. "Association between Childhood Diarrhoeal Incidence and Climatic Factors in Urban and Rural Settings in the Health District of Mbour, Senegal," IJERPH, MDPI, vol. 14(9), pages 1-16, September.
    8. Lindsay M. Horn & Anjum Hajat & Lianne Sheppard & Colin Quinn & James Colborn & Maria Fernanda Zermoglio & Eduardo S. Gudo & Tatiana Marrufo & Kristie L. Ebi, 2018. "Association between Precipitation and Diarrheal Disease in Mozambique," IJERPH, MDPI, vol. 15(4), pages 1-10, April.

    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. Shilu Tong & Peter Mather & Gerry Fitzgerald & David McRae & Ken Verrall & Dylan Walker, 2010. "Assessing the Vulnerability of Eco-Environmental Health to Climate Change," IJERPH, MDPI, vol. 7(2), pages 1-19, February.
    2. Anne Goodenough & Adam Hart, 2013. "Correlates of vulnerability to climate-induced distribution changes in European avifauna: habitat, migration and endemism," Climatic Change, Springer, vol. 118(3), pages 659-669, June.
    3. Wesley R. Brooks & Stephen C. Newbold, 2013. "Ecosystem damages in integrated assessment models of climate change," NCEE Working Paper Series 201302, National Center for Environmental Economics, U.S. Environmental Protection Agency, revised Mar 2013.
    4. Zhang, Jiarui & Jørgensen, Sven E. & Lu, Jianjian & Nielsen, Søren N. & Wang, Qiang, 2014. "A model for the contribution of macrophyte-derived organic carbon in harvested tidal freshwater marshes to surrounding estuarine and oceanic ecosystems and its response to global warming," Ecological Modelling, Elsevier, vol. 294(C), pages 105-116.
    5. A. Kosanic & S. Harrison & K. Anderson & I. Kavcic, 2014. "Present and historical climate variability in South West England," Climatic Change, Springer, vol. 124(1), pages 221-237, May.
    6. Rougier, Thibaud & Drouineau, Hilaire & Dumoulin, Nicolas & Faure, Thierry & Deffuant, Guillaume & Rochard, Eric & Lambert, Patrick, 2014. "The GR3D model, a tool to explore the Global Repositioning Dynamics of Diadromous fish Distribution," Ecological Modelling, Elsevier, vol. 283(C), pages 31-44.
    7. Guillaume Bal & Etienne Rivot & Jean-Luc Baglinière & Jonathan White & Etienne Prévost, 2014. "A Hierarchical Bayesian Model to Quantify Uncertainty of Stream Water Temperature Forecasts," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-24, December.
    8. Avri Eitan, 2021. "Promoting Renewable Energy to Cope with Climate Change—Policy Discourse in Israel," Sustainability, MDPI, vol. 13(6), pages 1-17, March.
    9. Fuentes, M.M.P.B. & Porter, W.P., 2013. "Using a microclimate model to evaluate impacts of climate change on sea turtles," Ecological Modelling, Elsevier, vol. 251(C), pages 150-157.
    10. Ernesto Azzurro & Paula Moschella & Francesc Maynou, 2011. "Tracking Signals of Change in Mediterranean Fish Diversity Based on Local Ecological Knowledge," PLOS ONE, Public Library of Science, vol. 6(9), pages 1-8, September.
    11. Dan Song & Tangbin Huo & Zhao Zhang & Lei Cheng & Le Wang & Kun Ming & Hui Liu & Mengsha Li & Xue Du, 2022. "Metagenomic Analysis Reveals the Response of Microbial Communities and Their Functions in Lake Sediment to Environmental Factors," IJERPH, MDPI, vol. 19(24), pages 1-15, December.
    12. -, 2011. "An economic assessment of the impact of climate change on the health sector in Montserrat," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38589, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    13. Edward Kato & Claudia Ringler & Mahmud Yesuf & Elizabeth Bryan, 2011. "Soil and water conservation technologies: a buffer against production risk in the face of climate change? Insights from the Nile basin in Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 42(5), pages 593-604, September.
    14. Lazarus Chapungu & Luxon Nhamo & Roberto Cazzolla Gatti & Munyaradzi Chitakira, 2020. "Quantifying Changes in Plant Species Diversity in a Savanna Ecosystem Through Observed and Remotely Sensed Data," Sustainability, MDPI, vol. 12(6), pages 1-18, March.
    15. Hong Ying & Hongyan Zhang & Ying Sun & Jianjun Zhao & Zhengxiang Zhang & Xiaoyi Guo & Hang Zhao & Rihan Wu & Guorong Deng, 2020. "CMIP5-Based Spatiotemporal Changes of Extreme Temperature Events during 2021–2100 in Mainland China," Sustainability, MDPI, vol. 12(11), pages 1-18, May.
    16. Peng Qi & Guangxin Zhang & Yi Jun Xu & Zhikun Xia & Ming Wang, 2019. "Response of Water Resources to Future Climate Change in a High-Latitude River Basin," Sustainability, MDPI, vol. 11(20), pages 1-21, October.
    17. Víctor Rincón & Javier Velázquez & Derya Gülçin & Aida López-Sánchez & Carlos Jiménez & Ali Uğur Özcan & Juan Carlos López-Almansa & Tomás Santamaría & Daniel Sánchez-Mata & Kerim Çiçek, 2023. "Mapping Priority Areas for Connectivity of Yellow-Winged Darter ( Sympetrum flaveolum , Linnaeus 1758) under Climate Change," Land, MDPI, vol. 12(2), pages 1-39, January.
    18. Lucie Kuczynski & Mathieu Chevalier & Pascal Laffaille & Marion Legrand & Gaël Grenouillet, 2017. "Indirect effect of temperature on fish population abundances through phenological changes," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-13, April.
    19. Iwona Gottfried & Tomasz Gottfried & Grzegorz Lesiński & Grzegorz Hebda & Maurycy Ignaczak & Grzegorz Wojtaszyn & Mirosław Jurczyszyn & Maciej Fuszara & Elżbieta Fuszara & Witold Grzywiński & Grzegorz, 2020. "Long-term changes in winter abundance of the barbastelle Barbastella barbastellus in Poland and the climate change – Are current monitoring schemes still reliable for cryophilic bat species?," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-18, February.
    20. Stergios Pirintsos & Luca Paoli & Stefano Loppi & Kiriakos Kotzabasis, 2011. "Photosynthetic performance of lichen transplants as early indicator of climatic stress along an altitudinal gradient in the arid Mediterranean area," Climatic Change, Springer, vol. 107(3), pages 305-328, August.

    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:gam:jijerp:v:10:y:2013:i:4:p:1202-1230:d:24546. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.