IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v17y2020i11p3982-d367158.html
   My bibliography  Save this article

Geo-Epidemiology of Malaria at the Health Area Level, Dire Health District, Mali, 2013–2017

Author

Listed:
  • Mady Cissoko

    (Malaria Research and Training Center—Ogobara K. Doumbo (MRTC-OKD), FMOS-FAPH, Mali-NIAID-ICER, Université des Sciences, des Techniques et des Technologies de Bamako, Bamako 1805, Mali
    Aix Marseille Université (AMU), Institut national de la santé et de la recherche médicale (INSERM), Institut de Recherche pour le Développement (IRD), 13005 Marseille, France
    Direction Régionale de la Santé de Tombouctou, Tombouctou 59, Mali)

  • Issaka Sagara

    (Malaria Research and Training Center—Ogobara K. Doumbo (MRTC-OKD), FMOS-FAPH, Mali-NIAID-ICER, Université des Sciences, des Techniques et des Technologies de Bamako, Bamako 1805, Mali
    Aix Marseille Université (AMU), Institut national de la santé et de la recherche médicale (INSERM), Institut de Recherche pour le Développement (IRD), 13005 Marseille, France)

  • Moussa H. Sankaré

    (Direction Régionale de la Santé de Tombouctou, Tombouctou 59, Mali)

  • Sokhna Dieng

    (Aix Marseille Université (AMU), Institut national de la santé et de la recherche médicale (INSERM), Institut de Recherche pour le Développement (IRD), 13005 Marseille, France)

  • Abdoulaye Guindo

    (Malaria Research and Training Center—Ogobara K. Doumbo (MRTC-OKD), FMOS-FAPH, Mali-NIAID-ICER, Université des Sciences, des Techniques et des Technologies de Bamako, Bamako 1805, Mali
    Mère et Enfant face aux Infections Tropicales (MERIT), IRD, Université Paris 5, 75006 Paris, France)

  • Zoumana Doumbia

    (Direction Régionale de la Santé de Tombouctou, Tombouctou 59, Mali)

  • Balam Allasseini

    (Direction Régionale de la Santé de Tombouctou, Tombouctou 59, Mali)

  • Diahara Traore

    (Programme National de la Lutte contre le Paludisme (PNLP Mali), Bamako 233, Mali)

  • Seydou Fomba

    (Programme National de la Lutte contre le Paludisme (PNLP Mali), Bamako 233, Mali)

  • Marc Karim Bendiane

    (Aix Marseille Université (AMU), Institut national de la santé et de la recherche médicale (INSERM), Institut de Recherche pour le Développement (IRD), 13005 Marseille, France)

  • Jordi Landier

    (Aix Marseille Université (AMU), Institut national de la santé et de la recherche médicale (INSERM), Institut de Recherche pour le Développement (IRD), 13005 Marseille, France)

  • Nadine Dessay

    (ESPACE-DEV, UMR228 IRD/UM/UR/UG/UA, Institut de Recherche pour le Développement (IRD), 34093 Montpellier, France)

  • Jean Gaudart

    (Malaria Research and Training Center—Ogobara K. Doumbo (MRTC-OKD), FMOS-FAPH, Mali-NIAID-ICER, Université des Sciences, des Techniques et des Technologies de Bamako, Bamako 1805, Mali
    Aix Marseille Université, APHM, INSERM, IRD, SESSTIM, Hop Timone, BioSTIC, Biostatistic & ICT, 13005 Marseille, France)

Abstract

Background : According to the World Health Organization, there were more than 228 million cases of malaria globally in 2018, with 93% of cases occurring in Africa; in Mali, a 13% increase in the number of cases was observed between 2015 and 2018; this study aimed to evaluate the impact of meteorological and environmental factors on the geo-epidemiology of malaria in the health district of Dire, Mali. Methods : Meteorological and environmental variables were synthesized using principal component analysis and multiple correspondence analysis, the relationship between malaria incidence and synthetic indicators was determined using a multivariate general additive model; hotspots were detected by SaTScan. Results : Malaria incidence showed high inter and intra-annual variability; the period of high transmission lasted from September to February; health areas characterized by proximity to the river, propensity for flooding and high agricultural yield were the most at risk, with an incidence rate ratio of 2.21 with confidence intervals (95% CI: 1.85–2.58); malaria incidence in Dire declined from 120 to 20 cases per 10,000 person-weeks between 2013 and 2017. Conclusion : The identification of areas and periods of high transmission can help improve malaria control strategies.

Suggested Citation

  • Mady Cissoko & Issaka Sagara & Moussa H. Sankaré & Sokhna Dieng & Abdoulaye Guindo & Zoumana Doumbia & Balam Allasseini & Diahara Traore & Seydou Fomba & Marc Karim Bendiane & Jordi Landier & Nadine D, 2020. "Geo-Epidemiology of Malaria at the Health Area Level, Dire Health District, Mali, 2013–2017," IJERPH, MDPI, vol. 17(11), pages 1-16, June.
  • Handle: RePEc:gam:jijerp:v:17:y:2020:i:11:p:3982-:d:367158
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/17/11/3982/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/17/11/3982/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Simon N. Wood & Natalya Pya & Benjamin Säfken, 2016. "Smoothing Parameter and Model Selection for General Smooth Models," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(516), pages 1548-1563, October.
    2. Lê, Sébastien & Josse, Julie & Husson, François, 2008. "FactoMineR: An R Package for Multivariate Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 25(i01).
    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. François Freddy Ateba & Issaka Sagara & Nafomon Sogoba & Mahamoudou Touré & Drissa Konaté & Sory Ibrahim Diawara & Séidina Aboubacar Samba Diakité & Ayouba Diarra & Mamadou D. Coulibaly & Mathias Dolo, 2020. "Spatio-Temporal Dynamic of Malaria Incidence: A Comparison of Two Ecological Zones in Mali," IJERPH, MDPI, vol. 17(13), pages 1-21, June.
    2. Karin Kauer & Sandra Pärnpuu & Liina Talgre & Viacheslav Eremeev & Anne Luik, 2021. "Soil Particulate and Mineral-Associated Organic Matter Increases in Organic Farming under Cover Cropping and Manure Addition," Agriculture, MDPI, vol. 11(9), pages 1-23, September.
    3. Surun, Clément & Drechsler, Martin, 2018. "Effectiveness of Tradable Permits for the Conservation of Metacommunities With Two Competing Species," Ecological Economics, Elsevier, vol. 147(C), pages 189-196.
    4. Jan Kluge & Sarah Lappöhn & Kerstin Plank, 2023. "Predictors of TFP growth in European countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 109-140, February.
    5. Georgios Gioldasis & Antonio Musolesi & Michel Simioni, 2020. "Model uncertainty, nonlinearities and out-of-sample comparison: evidence from international technology diffusion," Working Papers hal-02790523, HAL.
    6. Navarro-Miró, D. & Iocola, I. & Persiani, A. & Blanco-Moreno, J.M. & Kristensen, H. Lakkenborg & Hefner, M. & Tamm, K. & Bender, I. & Védie, H. & Willekens, K. & Diacono, M. & Montemurro, F. & Sans, F, 2019. "Energy flows in European organic vegetable systems: Effects of the introduction and management of agroecological service crops," Energy, Elsevier, vol. 188(C).
    7. Alexander Platzer & Thomas Nussbaumer & Thomas Karonitsch & Josef S Smolen & Daniel Aletaha, 2019. "Analysis of gene expression in rheumatoid arthritis and related conditions offers insights into sex-bias, gene biotypes and co-expression patterns," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-23, July.
    8. Baccar, Mariem & Raynal, Hélène & Sekhar, Muddu & Bergez, Jacques-Eric & Willaume, Magali & Casel, Pierre & Giriraj, P. & Murthy, Sanjeeva & Ruiz, Laurent, 2023. "Dynamics of crop category choices reveal strategies and tactics used by smallholder farmers in India to cope with unreliable water availability," Agricultural Systems, Elsevier, vol. 211(C).
    9. Aditi Sahu & Kivanc Kose & Lukas Kraehenbuehl & Candice Byers & Aliya Holland & Teguru Tembo & Anthony Santella & Anabel Alfonso & Madison Li & Miguel Cordova & Melissa Gill & Christi Fox & Salvador G, 2022. "In vivo tumor immune microenvironment phenotypes correlate with inflammation and vasculature to predict immunotherapy response," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    10. Joy R. Petway & Yu-Pin Lin & Rainer F. Wunderlich, 2019. "Analyzing Opinions on Sustainable Agriculture: Toward Increasing Farmer Knowledge of Organic Practices in Taiwan-Yuanli Township," Sustainability, MDPI, vol. 11(14), pages 1-27, July.
    11. Pabitra Joshi & Guriqbal Singh Dhillon & Yaotian Gao & Amandeep Kaur & Justin Wheeler & Jianli Chen, 2024. "An Optimal Model to Improve Genomic Prediction for Protein Content and Test Weight in a Diverse Spring Wheat Panel," Agriculture, MDPI, vol. 14(3), pages 1-16, February.
    12. Nichiforel, Liviu & Keary, Kevin & Deuffic, Philippe & Weiss, Gerhard & Thorsen, Bo Jellesmark & Winkel, Georg & Avdibegović, Mersudin & Dobšinská, Zuzana & Feliciano, Diana & Gatto, Paola & Gorriz Mi, 2018. "How private are Europe’s private forests? A comparative property rights analysis," Land Use Policy, Elsevier, vol. 76(C), pages 535-552.
    13. Roopam Shukla & Ankit Agarwal & Kamna Sachdeva & Juergen Kurths & P. K. Joshi, 2019. "Climate change perception: an analysis of climate change and risk perceptions among farmer types of Indian Western Himalayas," Climatic Change, Springer, vol. 152(1), pages 103-119, January.
    14. Cholez, Celia & Pauly, Olivier & Mahdad, Maral & Mehrabi, Sepide & Giagnocavo, Cynthia & Bijman, Jos, 2023. "Heterogeneity of inter-organizational collaborations in agrifood chain sustainability-oriented innovations," Agricultural Systems, Elsevier, vol. 212(C).
    15. Loc, Ho Huu & Park, Edward & Thu, Tran Ngoc & Diep, Nguyen Thi Hong & Can, Nguyen Trong, 2021. "An enhanced analytical framework of participatory GIS for ecosystem services assessment applied to a Ramsar wetland site in the Vietnam Mekong Delta," Ecosystem Services, Elsevier, vol. 48(C).
    16. E. Zanini & E. Eastoe & M. J. Jones & D. Randell & P. Jonathan, 2020. "Flexible covariate representations for extremes," Environmetrics, John Wiley & Sons, Ltd., vol. 31(5), August.
    17. Florence Jacquet & A Aboul-Naga & Bernard Hubert, 2020. "The contribution of ARIMNet to address livestock systems resilience in the Mediterranean region," Post-Print hal-03625860, HAL.
    18. Juan García-Quezada & Ricardo Musule-Lagunes & José Angel Prieto-Ruíz & Daniel José Vega-Nieva & Artemio Carrillo-Parra, 2022. "Evaluation of Four Types of Kilns Used to Produce Charcoal from Several Tree Species in Mexico," Energies, MDPI, vol. 16(1), pages 1-22, December.
    19. Marika Vitali & Paolo Bosi & Elena Santacroce & Paolo Trevisi, 2021. "The multivariate approach identifies relationships between pre-slaughter factors, body lesions, ham defects and carcass traits in pigs," PLOS ONE, Public Library of Science, vol. 16(5), pages 1-14, May.
    20. Ariane F. Busso-Lopes & Leandro X. Neves & Guilherme A. Câmara & Daniela C. Granato & Marco Antônio M. Pretti & Henry Heberle & Fábio M. S. Patroni & Jamile Sá & Sami Yokoo & César Rivera & Romênia R., 2022. "Connecting multiple microenvironment proteomes uncovers the biology in head and neck cancer," Nature Communications, Nature, vol. 13(1), pages 1-24, December.

    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:17:y:2020:i:11:p:3982-:d:367158. 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.