Literature DB >> 25530709

Development of a Spatial and Temporal Agent-Based Model for Studying Water and Health Relationships: The Case Study of Two Villages in Limpopo, South Africa.

Jeffrey Demarest, Sheree Pagsuyoin, Gerard Learmonth, Jonathan Mellor, Rebecca Dillingham.   

Abstract

Diarrhea, the second leading cause of child morbidity and mortality, can have detrimental effects in the physical and cognitive development of children in developing countries. Health interventions (e.g., increased access to health services and safe water) designed to address this problem are difficult to implement in resource-limited settings. In this paper, we present a tool for understanding the complex relationship between water and public health in rural areas of a developing country. A spatial and temporal agent-based model (ABM) was developed to simulate the current water, sanitation, and health status in two villages in Limpopo Province, South Africa. The model was calibrated using empirical data and published sources. It was used to simulate the effects of poor water quality on the frequency of diarrheal episodes in children, and consequently on child development. Preliminary simulation results show that at the current total coliform levels in the water sources of the studied villages, children are expected to experience stunting by as much as -1.0 standard deviations from the World Health Organization height norms. With minor modifications, the calibrated ABM can be used to design and evaluate intervention strategies for improving child health in these villages. The model can also be applied to other regions worldwide that face the same environmental challenges and conditions as the studied villages.

Entities:  

Keywords:  Agent-Based Model; Early Childhood Diarrhea; Stunting; Water Quality

Year:  2013        PMID: 25530709      PMCID: PMC4269164          DOI: 10.18564/jasss.2169

Source DB:  PubMed          Journal:  J Artif Soc Soc Simul        ISSN: 1460-7425


  25 in total

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Journal:  Int J Environ Health Res       Date:  2010-08       Impact factor: 3.411

2.  Maternal mortality for 181 countries, 1980-2008: a systematic analysis of progress towards Millennium Development Goal 5.

Authors:  Margaret C Hogan; Kyle J Foreman; Mohsen Naghavi; Stephanie Y Ahn; Mengru Wang; Susanna M Makela; Alan D Lopez; Rafael Lozano; Christopher J L Murray
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Review 3.  Pattern-oriented modeling of agent-based complex systems: lessons from ecology.

Authors:  Volker Grimm; Eloy Revilla; Uta Berger; Florian Jeltsch; Wolf M Mooij; Steven F Railsback; Hans-Hermann Thulke; Jacob Weiner; Thorsten Wiegand; Donald L DeAngelis
Journal:  Science       Date:  2005-11-11       Impact factor: 47.728

4.  Integrating disease control strategies: balancing water sanitation and hygiene interventions to reduce diarrheal disease burden.

Authors:  Joseph N S Eisenberg; James C Scott; Travis Porco
Journal:  Am J Public Health       Date:  2007-01-31       Impact factor: 9.308

5.  Diarrhea prevention in people living with HIV: an evaluation of a point-of-use water quality intervention in Lagos, Nigeria.

Authors:  Ezra J Barzilay; Titilayo S Aghoghovbia; Elizabeth M Blanton; Abiodun A Akinpelumi; Matthew E Coldiron; Olamide Akinfolayan; Olufolake A Adeleye; Amy LaTrielle; Robert M Hoekstra; Uzoamaka Gilpin; Robert Quick
Journal:  AIDS Care       Date:  2011-03

6.  Association of early childhood diarrhea and cryptosporidiosis with impaired physical fitness and cognitive function four-seven years later in a poor urban community in northeast Brazil.

Authors:  D I Guerrant; S R Moore; A A Lima; P D Patrick; J B Schorling; R L Guerrant
Journal:  Am J Trop Med Hyg       Date:  1999-11       Impact factor: 2.345

7.  Global, regional, and national causes of child mortality in 2008: a systematic analysis.

Authors:  Robert E Black; Simon Cousens; Hope L Johnson; Joy E Lawn; Igor Rudan; Diego G Bassani; Prabhat Jha; Harry Campbell; Christa Fischer Walker; Richard Cibulskis; Thomas Eisele; Li Liu; Colin Mathers
Journal:  Lancet       Date:  2010-05-11       Impact factor: 79.321

8.  Prolonged episodes of acute diarrhea reduce growth and increase risk of persistent diarrhea in children.

Authors:  Sean R Moore; Noélia L Lima; Alberto M Soares; Reinaldo B Oriá; Relana C Pinkerton; Leah J Barrett; Richard L Guerrant; Aldo A M Lima
Journal:  Gastroenterology       Date:  2010-06-02       Impact factor: 22.682

9.  Multi-country analysis of the effects of diarrhoea on childhood stunting.

Authors:  William Checkley; Gillian Buckley; Robert H Gilman; Ana Mo Assis; Richard L Guerrant; Saul S Morris; Kåre Mølbak; Palle Valentiner-Branth; Claudio F Lanata; Robert E Black
Journal:  Int J Epidemiol       Date:  2008-06-20       Impact factor: 7.196

10.  Estimating the burden of disease from water, sanitation, and hygiene at a global level.

Authors:  Annette Prüss; David Kay; Lorna Fewtrell; Jamie Bartram
Journal:  Environ Health Perspect       Date:  2002-05       Impact factor: 9.031

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  2 in total

1.  Assessing the environmental context of hand washing among school children in Limpopo, South Africa.

Authors:  Nicola Bulled; Kara Poppe; Khuliso Ramatsisti; Londolani Sitsula; Geoffrey Winegar; Jabulani Gumbo; Rebecca Dillingham; James Smith
Journal:  Water Int       Date:  2017-06-26       Impact factor: 2.663

2.  Inactivation of bacteria from contaminated streams in Limpopo, South Africa by silver- or copper-nanoparticle paper filters.

Authors:  Theresa A Dankovich; Jonathan S Levine; Natasha Potgieter; Rebecca Dillingham; James A Smith
Journal:  Environ Sci (Camb)       Date:  2016       Impact factor: 4.251

  2 in total

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