The decline in paediatric malaria admissions on the coast of Kenya

Emelda A Okiro, Simon I Hay, Priscilla W Gikandi, Shahnaaz K Sharif, Abdisalan M Noor, Norbert Peshu, Kevin Marsh, Robert W Snow, Emelda A Okiro, Simon I Hay, Priscilla W Gikandi, Shahnaaz K Sharif, Abdisalan M Noor, Norbert Peshu, Kevin Marsh, Robert W Snow

Abstract

Background: There is only limited information on the health impact of expanded coverage of malaria control and preventative strategies in Africa.

Methods: Paediatric admission data were assembled over 8.25 years from three District Hospitals; Kilifi, Msambweni and Malindi, situated along the Kenyan Coast. Trends in monthly malaria admissions between January 1999 and March 2007 were analysed using several time-series models that adjusted for monthly non-malaria admission rates and the seasonality and trends in rainfall.

Results: Since January 1999 paediatric malaria admissions have significantly declined at all hospitals. This trend was observed against a background of rising or constant non-malaria admissions and unaffected by long-term rainfall throughout the surveillance period. By March 2007 the estimated proportional decline in malaria cases was 63% in Kilifi, 53% in Kwale and 28% in Malindi. Time-series models strongly suggest that the observed decline in malaria admissions was a result of malaria-specific control efforts in the hospital catchment areas.

Conclusion: This study provides evidence of a changing disease burden on the Kenyan coast and that the most parsimonious explanation is an expansion in the coverage of interventions such as the use of insecticide-treated nets and the availability of anti-malarial medicines. While specific attribution to intervention coverage cannot be computed what is clear is that this area of Kenya is experiencing a malaria epidemiological transition.

Figures

Figure 1
Figure 1
Map showing the three study districts and the location of the metrological station in relation to the hospital facility. Inset is a map of Kenya showing location of three districts.
Figure 2
Figure 2
Admissions by month for the period January 1999 to March 2007 at three sites on the Kenyan coast. The top row is Kilifi, the middle row Kwale and the bottom Malindi. The graphs show malaria admissions (left column) and non-malaria admissions (right column) as dashed lines. The yellow solid line is a 13-point moving average applied to filter seasonal variation and highlight the long-term movements in the data. The two solid tone lines illustrate the change in admissions adjusted for seasonality (light grey) and seasonality, rainfall and non-malaria admissions (black). The intercept was chosen (from the potential 11) based on the maximal correlation with the 13-point m.a.
Figure 3
Figure 3
Rainfall per month for the period January 1999 to March 2007 at three sites on the Kenyan coast. The top row is Kilifi, the middle row Kwale and the bottom Malindi. The graphs in the left column show the monthly rainfall in mm as dashed lines. The yellow solid line is a 13-point moving average applied to filter seasonal variation and highlight the long-term movements in the data. Trends corrected for seasonality are shown in black. The rainfall expressed as anomalies relative to 1999–2007 monthly mean for each site are shown in the middle column. The 13-point moving average is again also shown. The intercept was chosen (from the potential 11) based on the maximal correlation with the 13-point m.a.
Figure 4
Figure 4
Cumulative monthly ITN distribution volumes expressed per capita across the three districts of Malindi, Kilifi and Kwale.

References

    1. Nabarro DN, Tayler EM. The "roll back malaria" campaign. Science. 1998;280:2067–2068. doi: 10.1126/science.280.5372.2067.
    1. World Malaria Report 2005. Geneva, Switzerland: Prepared by Roll Back Malaria, World Health Organization and United Nations Children Fund.
    1. Snow RW, Craig M, Deichmann U, Marsh K. Estimating mortality, morbidity and disability due to malaria among Africa's non-pregnant population. Bull World Health Organ. 1999;77:624–640.
    1. Noor AM, Amin AA, Akhwale WS, Snow RW. Increasing coverage and decreasing inequity in insecticide-treated bed net use among rural Kenyan children. PLoS Med. 2007;4:e255. doi: 10.1371/journal.pmed.0040255.
    1. Amin AA, Zurovac D, Kangwana BB, Greenfield J, Otieno DN, Akhwale WS, Snow RW. The challenges of changing national malaria drug policy to artemisinin-based combinations in Kenya. Malar J. 2007;6:72. doi: 10.1186/1475-2875-6-72.
    1. Zurovac D, Ngigi J, Akhwale WS, Hamer DH, Snow RW. Translation of artemether-lumefathrine paediatric malaria treatment policy into clinical practice: the example of Kenya. Trop Med Int Health, under review.
    1. English M, Esamai F, Wasunna A, Were F, Ogutu B, Wamae A, Snow RW, Peshu N. Assessment of inpatient paediatric care in first referral level hospitals in 13 districts in Kenya. Lancet. 2004;363:1948–1953. doi: 10.1016/S0140-6736(04)16408-8.
    1. Font F, Alonso Gonzalez M, Nathan R, Kimario J, Lwilla F, Ascaso C, Tanner M, Menendez C, Alonso PL. Diagnostic accuracy and case management of clinical malaria in the primary health services of a rural area in south-eastern Tanzania. Trop Med Int Health. 2001;6:423–428. doi: 10.1046/j.1365-3156.2001.00727.x.
    1. Reyburn H, Mbatia R, Drakeley C, Carneiro I, Mwakasungula E, Mwerinde O, Saganda K, Shao J, Kitua A, Olomi R, Greenwood BM, Whitty CJ. Overdiagnosis of malaria in patients with severe febrile illness in Tanzania: a prospective study. Bmj. 2004;329:1212. doi: 10.1136/bmj.38251.658229.55.
    1. Zurovac D, Media B, English M, Ochola SA, Snow RW. Current and potential effects of microscopy on outpatient malaria case management among older children and adults in Kenya. Trop Med Int Health. 2006;11:432–440. doi: 10.1111/j.1365-3156.2006.01587.x.
    1. Berkley J, Mwangi I, Griffiths K, Ahmed I, Mithwani S, English M, Newton C, Maitland K. Assessment of severe malnutrition among hospitalized children in rural Kenya: comparison of weight for height and mid upper arm circumference. Jama. 2005;294:591–597. doi: 10.1001/jama.294.5.591.
    1. Berkley JA, Lowe BS, Mwangi I, Williams T, Bauni E, Mwarumba S, Ngetsa C, Slack MP, Njenga S, Hart CA, Maitland K, English M, Marsh K, Scott JA. Bacteremia among children admitted to a rural hospital in Kenya. N Engl J Med. 2005;352:39–47. doi: 10.1056/NEJMoa040275.
    1. English M, Ngama M, Musumba C, Wamola B, Bwika J, Mohammed S, Ahmed M, Mwarumba S, Ouma B, McHugh K, Newton C. Causes and outcome of young infant admissions to a Kenyan district hospital. Arch Dis Child. 2003;88:438–443. doi: 10.1136/adc.88.5.438.
    1. Snow RW, Howard SC, Mung'Ala-Odera V, English M, Molyneux CS, Waruiru C, Mwangi I, Roberts DJ, Donnelly CA, Marsh K. Paediatric survival and re-admission risks following hospitalization on the Kenyan coast. Trop Med Int Health. 2000;5:377–383. doi: 10.1046/j.1365-3156.2000.00568.x.
    1. Snow RW, Schellenberg JR, Peshu N, Forster D, Newton CR, Winstanley PA, Mwangi I, Waruiru C, Warn PA, Newbold C, Marsh K. Periodicity and space-time clustering of severe childhood malaria on the coast of Kenya. Trans R Soc Trop Med Hyg. 1993;87:386–390. doi: 10.1016/0035-9203(93)90007-D.
    1. Mbogo CM, Mwangangi JM, Nzovu J, Gu W, Yan G, Gunter JT, Swalm C, Keating J, Regens JL, Shililu JI, Githure JI, Beier JC. Spatial and temporal heterogeneity of Anopheles mosquitoes and Plasmodium falciparum transmission along the Kenyan coast. Am J Trop Med Hyg. 2003;68:734–742.
    1. Noor AM, Amin AA, Gething PW, Atkinson PM, Hay SI, Snow RW. Modelling distances travelled to government health services in Kenya. Trop Med Int Health. 2006;11:188–196. doi: 10.1111/j.1365-3156.2005.01555.x.
    1. Altman D. Practical statistics for medical research. Boca Raton (Florida): Chapman & Hall/CRC; 1999.
    1. Chatfield C, (Ed.) The analysis of time series. An introduction. 4. London: Chapman and Hall; 1989.
    1. Durbin J, Watson GS. Testing for serial correlation in least squares regression. II. Biometrika. 1951;38:159–178.
    1. StataCorp . Time-Series. Texas: StataCorp; 2005.
    1. Newey W, West K. A simple, positive semidefinite, heteroskedasticity and autocorreltion consistent covariance matrix. Econometrica. 1987;55:703–708. doi: 10.2307/1913610.
    1. Habicht JP, Victora CG, Vaughan JP. Evaluation designs for adequacy, plausibility and probability of public health programme performance and impact. Int J Epidemiol. 1999;28:10–18. doi: 10.1093/ije/28.1.10.
    1. Victora CG, Habicht JP, Bryce J. Evidence-based public health: moving beyond randomized trials. Am J Public Health. 2004;94:400–405.
    1. Shretta R, Omumbo J, Rapuoda B, Snow RW. Using evidence to change antimalarial drug policy in Kenya. Trop Med Int Health. 2000;5:755–764. doi: 10.1046/j.1365-3156.2000.00643.x.
    1. The efficacy of antimalarial monotherapies, sulphadoxine-pyrimethamine and amodiaquine in East Africa: implications for sub-regional policy. Trop Med Int Health. 2003;8:860–867. doi: 10.1046/j.1360-2276.2003.01114.x.
    1. Ogutu BR, Nzila AM, Ochong E, Mithwani S, Wamola B, Olola CH, Lowe B, Kokwaro GO, Marsh K, Newton CR. The role of sequential administration of sulphadoxine/pyrimethamine following quinine in the treatment of severe falciparum malaria in children. Trop Med Int Health. 2005;10:484–488. doi: 10.1111/j.1365-3156.2005.01415.x.
    1. Falade C, Makanga M, Premji Z, Ortmann CE, Stockmeyer M, de Palacios PI. Efficacy and safety of artemether-lumefantrine (Coartem) tablets (six-dose regimen) in African infants and children with acute, uncomplicated falciparum malaria. Trans R Soc Trop Med Hyg. 2005;99:459–467. doi: 10.1016/j.trstmh.2004.09.013.
    1. Amin AA, Marsh V, Noor AM, Ochola SA, Snow RW. The use of formal and informal curative services in the management of paediatric fevers in four districts in Kenya. Trop Med Int Health. 2003;8:1143–1152. doi: 10.1046/j.1360-2276.2003.01140.x.
    1. Abuya TO, Mutemi W, Karisa B, Ochola SA, Fegan G, Marsh V. Use of over-the-counter malaria medicines in children and adults in three districts in Kenya: implications for private medicine retailer interventions. Malar J. 2007;6:57. doi: 10.1186/1475-2875-6-57.
    1. Amin AA, Hughes DA, Marsh V, Abuya TO, Kokwaro GO, Winstanley PA, Ochola SA, Snow RW. The difference between effectiveness and efficacy of antimalarial drugs in Kenya. Trop Med Int Health. 2004;9:967–974. doi: 10.1111/j.1365-3156.2004.01291.x.
    1. Marsh VM, Mutemi WM, Willetts A, Bayah K, Were S, Ross A, Marsh K. Improving malaria home treatment by training drug retailers in rural Kenya. Trop Med Int Health. 2004;9:451–460. doi: 10.1111/j.1365-3156.2004.01223.x.
    1. Schellenberg D, Cisse B, Menendez C. The IPTi Consortium: research for policy and action. Trends Parasitol. 2006;22:296–300. doi: 10.1016/j.pt.2006.05.006.
    1. Shretta R. NETMARK Briefing Book : Insecticide Treated materials in Kenya. Malaria Consortium, UK, for Academy for Educational Development; 1999.
    1. Nevill CG, Some ES, Mung'ala VO, Mutemi W, New L, Marsh K, Lengeler C, Snow RW. Insecticide-treated bednets reduce mortality and severe morbidity from malaria among children on the Kenyan coast. Trop Med Int Health. 1996;1:139–146.
    1. Snow RW, McCabe E, Mbogo CN, Molyneux CS, Some ES, Mung'ala VO, Nevill CG. The effect of delivery mechanisms on the uptake of bed net re-impregnation in Kilifi District, Kenya. Health Policy Plan. 1999;14:18–25. doi: 10.1093/heapol/14.1.18.
    1. Noor AM, Omumbo JA, Amin AA, Zurovac D, Snow RW. Wealth, mother's education and physical access as determinants of retail sector net use in rural Kenya. Malar J. 2006;5:5. doi: 10.1186/1475-2875-5-5.
    1. Central Bureau of Statistics . 1999 population and housing census: counting our people for development. Volume 2: Socio-economic profile of the people. Vol. 2. Central Bureau of Statistics : Ministry of Finance & Planning, GoK; 2001.

Source: PubMed

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