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Published in: Malaria Journal 1/2011

Open Access 01-12-2011 | Research

Spatio-temporal patterns of malaria infection in Bhutan: a country embarking on malaria elimination

Published in: Malaria Journal | Issue 1/2011

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Abstract

Background

At the verge of elimination of malaria in Bhutan, this study was carried out to analyse the trend of malaria in the endemic districts of Bhutan and to identify malaria clusters at the sub-districts. The findings would aid in implementing the control activities. Poisson regression was performed to study the trend of malaria incidences at district level from 1994 to 2008. Spatial Empirical Bayesian smoothing was deployed to identify clusters of malaria at the sub-district level from 2004 to 2008.

Results

Trend of the overall districts and most of the endemic districts have decreased except Pemagatshel, which has an increase in the trend. Spatial cluster-outlier analysis showed that malaria clusters were mostly concentrated in the central and eastern Bhutan in three districts of Dagana, Samdrup Jongkhar and Sarpang. The disease clusters were reported throughout the year. Clusters extended to the non-transmission areas in the eastern Bhutan.

Conclusions

There is significant decrease in the trend of malaria with the elimination at the sight. The decrease in the trend can be attributed to the success of the control and preventive measures. In order to realize the target of elimination of malaria, the control measure needs to be prioritized in these high-risk clusters of malaria.
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Literature
1.
go back to reference Vector-borne Disease Control Programme: Annual Report. 2007 Vector-borne Disease Control Programme: Annual Report. 2007
3.
go back to reference World Health Organization: Sixth report of expert committee on malaria. Technical Reports Series. 1957, 123: 184- World Health Organization: Sixth report of expert committee on malaria. Technical Reports Series. 1957, 123: 184-
4.
go back to reference Roberts DR, Andre RG: Insecticide resistance issues in vector-borne disease control. Am J Trop Med Hyg. 1994, 50 (6 Suppl): 21-34.PubMed Roberts DR, Andre RG: Insecticide resistance issues in vector-borne disease control. Am J Trop Med Hyg. 1994, 50 (6 Suppl): 21-34.PubMed
5.
go back to reference Lengeler C: Insecticide treated bed nets and curtains for preventing malaria. Cochrane review. 2004 Lengeler C: Insecticide treated bed nets and curtains for preventing malaria. Cochrane review. 2004
6.
go back to reference Vector-borne Disease Control Programme: Guideline on the management of malaria and vector control in Bhutan. 2008 Vector-borne Disease Control Programme: Guideline on the management of malaria and vector control in Bhutan. 2008
7.
go back to reference Vector-borne Disease Control Programme: Bhutan Indicator Framework 2008-2013. 2007 Vector-borne Disease Control Programme: Bhutan Indicator Framework 2008-2013. 2007
8.
go back to reference Lombardo JS, Buckeridge DL: Disease surveillance a public health informatics approach. 2007, A John Wiley & Sons Inc, Publication Lombardo JS, Buckeridge DL: Disease surveillance a public health informatics approach. 2007, A John Wiley & Sons Inc, Publication
9.
go back to reference Pull JH: Malaria surveillance methods, their uses and limitations. Am J Trop Med Hyg. 1972, 21: 651-657.PubMed Pull JH: Malaria surveillance methods, their uses and limitations. Am J Trop Med Hyg. 1972, 21: 651-657.PubMed
10.
go back to reference Bhutan health management information system, Ministry of Health, Royal Goverment of Bhutan: Annual Health Bulletin. 2010 Bhutan health management information system, Ministry of Health, Royal Goverment of Bhutan: Annual Health Bulletin. 2010
11.
go back to reference Pagango M, Gauvreau K: Principles of Biostatistics. 2000, 2 Pagango M, Gauvreau K: Principles of Biostatistics. 2000, 2
12.
go back to reference Pfeiffer D, Robinson T, Stevenson M, Stevens K, Rogers D, Clements A: Spatial analysis in epidemiology. 2008, Oxford University PressCrossRef Pfeiffer D, Robinson T, Stevenson M, Stevens K, Rogers D, Clements A: Spatial analysis in epidemiology. 2008, Oxford University PressCrossRef
13.
go back to reference Elliott P, Wakefield JC, Best NG, Briggs DJ: Spatial epidemiology methods and applications. 2000, Oxford University Press Elliott P, Wakefield JC, Best NG, Briggs DJ: Spatial epidemiology methods and applications. 2000, Oxford University Press
14.
go back to reference Wong DWS, Lee J: Statistical analysis of geographic information with ArcView GIS and Arc GIS. 2005, John Wiley and Sons, Inc Wong DWS, Lee J: Statistical analysis of geographic information with ArcView GIS and Arc GIS. 2005, John Wiley and Sons, Inc
15.
go back to reference Wangdi K, Singhasivanon P, Silawan T, Lawpoolsri S, White NJ, Kaewkungwal J: Development of temporal modelling for forecasting and prediction of malaria infection using time-series and ARIMAX: A case study in endemic districts of Bhutan. Malar J. 2010, 9: 251-10.1186/1475-2875-9-251.PubMedCentralCrossRefPubMed Wangdi K, Singhasivanon P, Silawan T, Lawpoolsri S, White NJ, Kaewkungwal J: Development of temporal modelling for forecasting and prediction of malaria infection using time-series and ARIMAX: A case study in endemic districts of Bhutan. Malar J. 2010, 9: 251-10.1186/1475-2875-9-251.PubMedCentralCrossRefPubMed
16.
go back to reference Dev V, Phookan S, Sharma VP, Anand SP: Physiographic and entamologic risk factors of malaria in Assam, India. Am J Trop Med Hyg. 2004, 71: 451-456.PubMed Dev V, Phookan S, Sharma VP, Anand SP: Physiographic and entamologic risk factors of malaria in Assam, India. Am J Trop Med Hyg. 2004, 71: 451-456.PubMed
17.
go back to reference Dev V, Phookan S, Sharma VP, Dash AP, Anand SP: Malaria parasite burden and treatment seeking behavior in ethnic communities of Assam, Northeastern India. J Infect. 2006, 52: 131-139. 10.1016/j.jinf.2005.02.033.CrossRefPubMed Dev V, Phookan S, Sharma VP, Dash AP, Anand SP: Malaria parasite burden and treatment seeking behavior in ethnic communities of Assam, Northeastern India. J Infect. 2006, 52: 131-139. 10.1016/j.jinf.2005.02.033.CrossRefPubMed
18.
go back to reference Sharma PK, Ramakrishnan R, Hutin YJF, Gupte MD: Increasing incidence of malaria in Kurseong, Darjeeling District, West Bengal, India, 2000-2004. Trans R - Soc Trop Med Hyg J. 2009, 103: 691-697. 10.1016/j.trstmh.2008.07.019.CrossRef Sharma PK, Ramakrishnan R, Hutin YJF, Gupte MD: Increasing incidence of malaria in Kurseong, Darjeeling District, West Bengal, India, 2000-2004. Trans R - Soc Trop Med Hyg J. 2009, 103: 691-697. 10.1016/j.trstmh.2008.07.019.CrossRef
19.
go back to reference Zhou G, Sirichaisinthop J, Sattabongkot J, Jones J, Bjornstad ON, Yan G, Cui L: Spatio-temporal distribution of P. falciparum and P. vivax malaria in Thailand. Am J Trop Med Hyg. 2005, 72: 256-262.PubMed Zhou G, Sirichaisinthop J, Sattabongkot J, Jones J, Bjornstad ON, Yan G, Cui L: Spatio-temporal distribution of P. falciparum and P. vivax malaria in Thailand. Am J Trop Med Hyg. 2005, 72: 256-262.PubMed
20.
go back to reference Brooker S, Leslie T, Kolaczinski K, Mohsen E, Mehboob N, Saleheen S, Khudonazarov J, Freeman T, Clements A, Rowland M, Kolaczinski J: Spatial epidemiology of P. vivax, Afghanistan. Emerg Infect Dis. 2006, 12: 1600-1602.PubMedCentralCrossRefPubMed Brooker S, Leslie T, Kolaczinski K, Mohsen E, Mehboob N, Saleheen S, Khudonazarov J, Freeman T, Clements A, Rowland M, Kolaczinski J: Spatial epidemiology of P. vivax, Afghanistan. Emerg Infect Dis. 2006, 12: 1600-1602.PubMedCentralCrossRefPubMed
21.
go back to reference Ernest KC, Adoka SO, Kowuor DO, Wilson ML, John CC: Malaria hotspot area in a highland Kenya site are consistent in epidemic and non-epidemic years and are assoicated with ecological factors. Malar J. 2006, 5: 78-10.1186/1475-2875-5-78.CrossRef Ernest KC, Adoka SO, Kowuor DO, Wilson ML, John CC: Malaria hotspot area in a highland Kenya site are consistent in epidemic and non-epidemic years and are assoicated with ecological factors. Malar J. 2006, 5: 78-10.1186/1475-2875-5-78.CrossRef
22.
go back to reference Kankaew P, Krasaisub S, Sithiprasana R: Soil analysis around anophiline breeding habitats in north-western Thailand. Southeast Asian J Trop Med Public Health. 2005, 36: 1153-1161.PubMed Kankaew P, Krasaisub S, Sithiprasana R: Soil analysis around anophiline breeding habitats in north-western Thailand. Southeast Asian J Trop Med Public Health. 2005, 36: 1153-1161.PubMed
23.
go back to reference Kumar A, Valecha N, Jain T, Dash AP: Burden of malaria in India: retrospective and prospective view. Am J Trop Med Hyg. 2007, 77: 69-78.PubMed Kumar A, Valecha N, Jain T, Dash AP: Burden of malaria in India: retrospective and prospective view. Am J Trop Med Hyg. 2007, 77: 69-78.PubMed
Metadata
Title
Spatio-temporal patterns of malaria infection in Bhutan: a country embarking on malaria elimination
Publication date
01-12-2011
Published in
Malaria Journal / Issue 1/2011
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/1475-2875-10-89

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