Skip to main content
Top
Published in: Malaria Journal 1/2011

Open Access 01-12-2011 | Research

The role of age, ethnicity and environmental factors in modulating malaria risk in Rajasthali, Bangladesh

Authors: Ubydul Haque, Ricardo J Soares Magalhães, Dipak Mitra, Korine N Kolivras, Wolf-Peter Schmidt, Rashidul Haque, Gregory E Glass

Published in: Malaria Journal | Issue 1/2011

Login to get access

Abstract

Background

Malaria is endemic in the Rajasthali region of the Chittagong Hill Tracts in Bangladesh and the Rajasthali region is the most endemic area of Bangladesh. Quantifying the role of environmental and socio-economic factors in the local spatial patterns of malaria endemicity can contribute to successful malaria control and elimination. This study aimed to investigate the role of environmental factors on malaria risk in Rajasthali and to quantify the geographical clustering in malaria risk unaccounted by these factors.

Method

A total of 4,200 (78.9%; N = 5,322) households were targeted in Rajasthali in July, 2009, and 1,400 individuals were screened using a rapid diagnostic test (Falci-vax). These data were linked to environmental and socio-economic data in a geographical information system. To describe the association between environmental factors and malaria risk, a generalized linear mixed model approach was utilized. The study investigated the role of environmental factors on malaria risk by calculating their population-attributable fractions (PAF), and used residual semivariograms to quantify the geographical clustering in malaria risk unaccounted by these factors.

Results

Overall malaria prevalence was 11.7%. Out of 5,322 households, 44.12% households were living in areas with malaria prevalence of ≥ 10%. The results from statistical analysis showed that age, ethnicity, proximity to forest, household density, and elevation were significantly and positively correlated with the malaria risk and PAF estimation. The highest PAF of malaria prevalence was 47.7% for third tertile (n = 467) of forest cover, 17.6% for second tertile (n = 467) of forest cover and 19.9% for household density >1,000.

Conclusion

Targeting of malaria health interventions at small spatial scales in Bangladesh should consider the social and socio-economic risk factors identified as well as alternative methods for improving equity of access to interventions across whole communities.
Appendix
Available only for authorised users
Literature
1.
go back to reference WHO: World malaria report. 2010, World Health Organization, Geneva WHO: World malaria report. 2010, World Health Organization, Geneva
2.
go back to reference Roberts L, Enserink M: Malaria. Did they really say... eradication?. Science. 2007, 318: 1544-1545. 10.1126/science.318.5856.1544.CrossRefPubMed Roberts L, Enserink M: Malaria. Did they really say... eradication?. Science. 2007, 318: 1544-1545. 10.1126/science.318.5856.1544.CrossRefPubMed
3.
go back to reference Feachem R, Sabot O: A new global malaria eradication strategy. Lancet. 2008, 371: 1633-1635. 10.1016/S0140-6736(08)60424-9.CrossRefPubMed Feachem R, Sabot O: A new global malaria eradication strategy. Lancet. 2008, 371: 1633-1635. 10.1016/S0140-6736(08)60424-9.CrossRefPubMed
4.
6.
go back to reference Heidi R, Ubydul H, Archie C, Andrew T, Andrew V, Syed Masud A, Akramul I, Rashidul H: Mapping malaria risk in Bangladesh using bayesian geostatistical models. Am J Trop Med Hyg. 2010, 83: 861-867. 10.4269/ajtmh.2010.10-0154.CrossRef Heidi R, Ubydul H, Archie C, Andrew T, Andrew V, Syed Masud A, Akramul I, Rashidul H: Mapping malaria risk in Bangladesh using bayesian geostatistical models. Am J Trop Med Hyg. 2010, 83: 861-867. 10.4269/ajtmh.2010.10-0154.CrossRef
7.
go back to reference Haque U, Ahmed SM, Hossain S, Huda M, Hossain A, Alam MS, Mondal D, Khan WA, Khalequzzaman M, Haque R: Malaria prevalence in endemic districts of Bangladesh. PLoS One. 2009, 4: e6737-10.1371/journal.pone.0006737.PubMedCentralCrossRefPubMed Haque U, Ahmed SM, Hossain S, Huda M, Hossain A, Alam MS, Mondal D, Khan WA, Khalequzzaman M, Haque R: Malaria prevalence in endemic districts of Bangladesh. PLoS One. 2009, 4: e6737-10.1371/journal.pone.0006737.PubMedCentralCrossRefPubMed
8.
go back to reference Haque U, Magalhaes RJ, Reid HL, Clements AC, Ahmed SM, Islam A, Yamamoto T, Haque R, Glass GE: Spatial prediction of malaria prevalence in an endemic area of Bangladesh. Malar J. 2010, 9: 120-PubMedCentralCrossRefPubMed Haque U, Magalhaes RJ, Reid HL, Clements AC, Ahmed SM, Islam A, Yamamoto T, Haque R, Glass GE: Spatial prediction of malaria prevalence in an endemic area of Bangladesh. Malar J. 2010, 9: 120-PubMedCentralCrossRefPubMed
10.
go back to reference Haque U, Hashizume M, Glass GE, Dewan AM, Overgaard HJ, Yamamoto T: The role of climate variability in the spread of malaria in Bangladeshi highlands. PLoS One. 2010, 5: e14341-10.1371/journal.pone.0014341.PubMedCentralCrossRefPubMed Haque U, Hashizume M, Glass GE, Dewan AM, Overgaard HJ, Yamamoto T: The role of climate variability in the spread of malaria in Bangladeshi highlands. PLoS One. 2010, 5: e14341-10.1371/journal.pone.0014341.PubMedCentralCrossRefPubMed
11.
go back to reference Lindsay SW, Wilkins HA, Zieler HA, Daly RJ, Petrarca V, Byass P: Ability of Anopheles gambiae mosquitoes to transmit malaria during the dry and wet seasons in an area of irrigated rice cultivation in The Gambia. J Trop Med Hyg. 1991, 94: 313-324.PubMed Lindsay SW, Wilkins HA, Zieler HA, Daly RJ, Petrarca V, Byass P: Ability of Anopheles gambiae mosquitoes to transmit malaria during the dry and wet seasons in an area of irrigated rice cultivation in The Gambia. J Trop Med Hyg. 1991, 94: 313-324.PubMed
12.
go back to reference Haque U, Sunahara T, Hashizume M, Shields T, Yamamoto T, Haque R, Glass GE: Malaria prevalence, risk factors and spatial distribution in a hilly forest area of Bangladesh. PLoS One. 2011, 6: e18908-10.1371/journal.pone.0018908.PubMedCentralCrossRefPubMed Haque U, Sunahara T, Hashizume M, Shields T, Yamamoto T, Haque R, Glass GE: Malaria prevalence, risk factors and spatial distribution in a hilly forest area of Bangladesh. PLoS One. 2011, 6: e18908-10.1371/journal.pone.0018908.PubMedCentralCrossRefPubMed
13.
go back to reference Hay SI, Guerra CA, Tatem AJ, Atkinson PM, Snow RW: Urbanization, malaria transmission and disease burden in Africa. Nat Rev Microbiol. 2005, 3: 81-90. 10.1038/nrmicro1069.PubMedCentralCrossRefPubMed Hay SI, Guerra CA, Tatem AJ, Atkinson PM, Snow RW: Urbanization, malaria transmission and disease burden in Africa. Nat Rev Microbiol. 2005, 3: 81-90. 10.1038/nrmicro1069.PubMedCentralCrossRefPubMed
14.
go back to reference Bolzoni L, Real L, De Leo G: Transmission heterogeneity and control strategies for infectious disease emergence. PLoS One. 2007, 2: e747-10.1371/journal.pone.0000747.PubMedCentralCrossRefPubMed Bolzoni L, Real L, De Leo G: Transmission heterogeneity and control strategies for infectious disease emergence. PLoS One. 2007, 2: e747-10.1371/journal.pone.0000747.PubMedCentralCrossRefPubMed
15.
go back to reference Hay SI, Okiro EA, Gething PW, Patil AP, Tatem AJ, Guerra CA, Snow RW: Estimating the global clinical burden of Plasmodium falciparum malaria in 2007. PLoS Med. 2010, 7: e1000290-10.1371/journal.pmed.1000290.PubMedCentralCrossRefPubMed Hay SI, Okiro EA, Gething PW, Patil AP, Tatem AJ, Guerra CA, Snow RW: Estimating the global clinical burden of Plasmodium falciparum malaria in 2007. PLoS Med. 2010, 7: e1000290-10.1371/journal.pmed.1000290.PubMedCentralCrossRefPubMed
16.
go back to reference Haque U, Hashizume M, Sunahara T, Hossain S, Masud Ahmed S, Haque R, Yamamoto T, Glass GE: Progress and challenges to control malaria in a remote area of Chittagong hill tracts, Bangladesh. Malar J. 2010, 9: 156-10.1186/1475-2875-9-156.PubMedCentralCrossRefPubMed Haque U, Hashizume M, Sunahara T, Hossain S, Masud Ahmed S, Haque R, Yamamoto T, Glass GE: Progress and challenges to control malaria in a remote area of Chittagong hill tracts, Bangladesh. Malar J. 2010, 9: 156-10.1186/1475-2875-9-156.PubMedCentralCrossRefPubMed
17.
go back to reference Greenland S, Drescher K: Maximum likelihood estimation of the attributable fraction from logistic models. Biometrics. 1993, 49: 865-872. 10.2307/2532206.CrossRefPubMed Greenland S, Drescher K: Maximum likelihood estimation of the attributable fraction from logistic models. Biometrics. 1993, 49: 865-872. 10.2307/2532206.CrossRefPubMed
18.
go back to reference Carneiro I, Roca-Feltrer A, Griffin JT, Smith L, Tanner M, Schellenberg JA, Greenwood B, Schellenberg D: Age-patterns of malaria vary with severity, transmission intensity and seasonality in sub-Saharan Africa: a systematic review and pooled analysis. PLoS One. 2010, 5: e8988-10.1371/journal.pone.0008988.PubMedCentralCrossRefPubMed Carneiro I, Roca-Feltrer A, Griffin JT, Smith L, Tanner M, Schellenberg JA, Greenwood B, Schellenberg D: Age-patterns of malaria vary with severity, transmission intensity and seasonality in sub-Saharan Africa: a systematic review and pooled analysis. PLoS One. 2010, 5: e8988-10.1371/journal.pone.0008988.PubMedCentralCrossRefPubMed
19.
go back to reference Maude RJ, Dondorp AM, Faiz MA, Yunus EB, Samad R, Hossain A, Rahman MR: Malaria in southeast Bangladesh: a descriptive study. Bangladesh Med Res Counc Bull. 2008, 34: 87-89.PubMed Maude RJ, Dondorp AM, Faiz MA, Yunus EB, Samad R, Hossain A, Rahman MR: Malaria in southeast Bangladesh: a descriptive study. Bangladesh Med Res Counc Bull. 2008, 34: 87-89.PubMed
20.
go back to reference Yeshiwondim A, Gopal S, Hailemariam AT, Dengela DO, Patel HP: Spatial analysis of malaria incidence at the village level in areas with unstable transmission in Ethiopia. Int J Health Geogr. 2009, 8: 5-10.1186/1476-072X-8-5.PubMedCentralCrossRefPubMed Yeshiwondim A, Gopal S, Hailemariam AT, Dengela DO, Patel HP: Spatial analysis of malaria incidence at the village level in areas with unstable transmission in Ethiopia. Int J Health Geogr. 2009, 8: 5-10.1186/1476-072X-8-5.PubMedCentralCrossRefPubMed
21.
go back to reference Alam M, Khan M, Chaudhury N, Deloer S, Nazib F, Bangali A, Haque R: Prevalence of anopheline species and their Plasmodium infection status in epidemic-prone border areas of Bangladesh. Malar J. 2010, 9: 15-10.1186/1475-2875-9-15.PubMedCentralCrossRefPubMed Alam M, Khan M, Chaudhury N, Deloer S, Nazib F, Bangali A, Haque R: Prevalence of anopheline species and their Plasmodium infection status in epidemic-prone border areas of Bangladesh. Malar J. 2010, 9: 15-10.1186/1475-2875-9-15.PubMedCentralCrossRefPubMed
22.
go back to reference Rosenberg R, Maheswary NP: Forest malaria in Bangladesh. II. Transmission by Anopheles dirus. Am J Trop Med Hyg. 1982, 31: 183-191.PubMed Rosenberg R, Maheswary NP: Forest malaria in Bangladesh. II. Transmission by Anopheles dirus. Am J Trop Med Hyg. 1982, 31: 183-191.PubMed
23.
go back to reference Cooper RD, Waterson DG, Frances SP, Beebe NW, Sweeney AW: Speciation and distribution of the members of the Anopheles punctulatus(Diptera: Culicidae) group in Papua New Guinea. J Med Entomol. 2002, 39: 16-27. 10.1603/0022-2585-39.1.16.CrossRefPubMed Cooper RD, Waterson DG, Frances SP, Beebe NW, Sweeney AW: Speciation and distribution of the members of the Anopheles punctulatus(Diptera: Culicidae) group in Papua New Guinea. J Med Entomol. 2002, 39: 16-27. 10.1603/0022-2585-39.1.16.CrossRefPubMed
24.
go back to reference Drakeley CJ, Carneiro I, Reyburn H, Malima R, Lusingu JP, Cox J, Theander TG, Nkya WM, Lemnge MM, Riley EM: Altitude-dependent and -independent variations in Plasmodium falciparum prevalence in northeastern Tanzania. J Infect Dis. 2005, 191: 1589-1598. 10.1086/429669.CrossRefPubMed Drakeley CJ, Carneiro I, Reyburn H, Malima R, Lusingu JP, Cox J, Theander TG, Nkya WM, Lemnge MM, Riley EM: Altitude-dependent and -independent variations in Plasmodium falciparum prevalence in northeastern Tanzania. J Infect Dis. 2005, 191: 1589-1598. 10.1086/429669.CrossRefPubMed
25.
go back to reference Salehi M, Mohammad K, Farahani MM, Zeraati H, Nourijelyani K, Zayeri F: Spatial modeling of malaria incidence rates in Sistan and Baluchistan province, Islamic Republic of Iran. Saudi Med J. 2008, 29: 1791-1796.PubMed Salehi M, Mohammad K, Farahani MM, Zeraati H, Nourijelyani K, Zayeri F: Spatial modeling of malaria incidence rates in Sistan and Baluchistan province, Islamic Republic of Iran. Saudi Med J. 2008, 29: 1791-1796.PubMed
26.
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 Plasmodium vivax, Afghanistan. Emerg Infect Dis. 2006, 12: 1600-1602. 10.3201/eid1210.060051.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 Plasmodium vivax, Afghanistan. Emerg Infect Dis. 2006, 12: 1600-1602. 10.3201/eid1210.060051.PubMedCentralCrossRefPubMed
27.
go back to reference Kreuels B, Kobbe R, Adjei S, Kreuzberg C, von Reden C, Bater K, Klug S, Busch W, Adjei O, May J: Spatial variation of malaria incidence in young children from a geographically homogeneous area with high endemicity. J Infect Dis. 2008, 197: 85-93. 10.1086/524066.CrossRefPubMed Kreuels B, Kobbe R, Adjei S, Kreuzberg C, von Reden C, Bater K, Klug S, Busch W, Adjei O, May J: Spatial variation of malaria incidence in young children from a geographically homogeneous area with high endemicity. J Infect Dis. 2008, 197: 85-93. 10.1086/524066.CrossRefPubMed
28.
go back to reference Rothman Kenneth: Modern Epidemiology. 1988, Los Angles, USA: Lippincott-Raven, 2 Rothman Kenneth: Modern Epidemiology. 1988, Los Angles, USA: Lippincott-Raven, 2
Metadata
Title
The role of age, ethnicity and environmental factors in modulating malaria risk in Rajasthali, Bangladesh
Authors
Ubydul Haque
Ricardo J Soares Magalhães
Dipak Mitra
Korine N Kolivras
Wolf-Peter Schmidt
Rashidul Haque
Gregory E Glass
Publication date
01-12-2011
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2011
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/1475-2875-10-367

Other articles of this Issue 1/2011

Malaria Journal 1/2011 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.