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Published in: Malaria Journal 1/2015

Open Access 01-12-2015 | Research

A geostatistical analysis of the association between armed conflicts and Plasmodium falciparum malaria in Africa, 1997–2010

Authors: Luigi Sedda, Qiuyin Qi, Andrew J. Tatem

Published in: Malaria Journal | Issue 1/2015

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Abstract

Background

The absence of conflict in a country has been cited as a crucial factor affecting the operational feasibility of achieving malaria control and elimination, yet mixed evidence exists on the influence that conflicts have had on malaria transmission. Over the past two decades, Africa has seen substantial numbers of armed conflicts of varying length and scale, creating conditions that can disrupt control efforts and impact malaria transmission. However, very few studies have quantitatively assessed the associations between conflicts and malaria transmission, particularly in a consistent way across multiple countries.

Methods

In this analysis an explicit geostatistical, autoregressive, mixed model is employed to quantitatively assess the association between conflicts and variations in Plasmodium falciparum parasite prevalence across a 13-year period in sub-Saharan Africa.

Results

Analyses of geolocated, malaria prevalence survey variations against armed conflict data in general showed a wide, but short-lived impact of conflict events geographically. The number of countries with decreased P. falciparum parasite prevalence (17) is larger than the number of countries with increased transmission (12), and notably, some of the countries with the highest transmission pre-conflict were still found with lower transmission post-conflict. For four countries, there were no significant changes in parasite prevalence. Finally, distance from conflicts, duration of conflicts, violence of conflict, and number of conflicts were significant components in the model explaining the changes in P. falciparum parasite rate.

Conclusions

The results suggest that the maintenance of intervention coverage and provision of healthcare in conflict situations to protect vulnerable populations can maintain gains in even the most difficult of circumstances, and that conflict does not represent a substantial barrier to elimination goals.
Literature
1.
go back to reference Gleditsch NP, Wallendsteen P, Eriksson M, Sollenberg M, Strand H. Armed conflict 1946–2001: a new dataset. J Peace Res. 2002;39:615–37.CrossRef Gleditsch NP, Wallendsteen P, Eriksson M, Sollenberg M, Strand H. Armed conflict 1946–2001: a new dataset. J Peace Res. 2002;39:615–37.CrossRef
2.
go back to reference Themnér L, Wallensteen P. Armed conflicts, 1946–2011. J Peace Res. 2012;49:565–75.CrossRef Themnér L, Wallensteen P. Armed conflicts, 1946–2011. J Peace Res. 2012;49:565–75.CrossRef
3.
go back to reference Li Q, Wen M. The immediate and lingering effects of armed conflict on adult mortality: a time-series cross-national analysis. J Peace Res. 2005;42:471–92.CrossRef Li Q, Wen M. The immediate and lingering effects of armed conflict on adult mortality: a time-series cross-national analysis. J Peace Res. 2005;42:471–92.CrossRef
4.
go back to reference Pedersen D. Political violence, ethnic conflict, and contemporary wars: broad implications for health and social well-being. Soc Sci Med. 2002;55:175–90.CrossRefPubMed Pedersen D. Political violence, ethnic conflict, and contemporary wars: broad implications for health and social well-being. Soc Sci Med. 2002;55:175–90.CrossRefPubMed
5.
go back to reference Hillier D. Africa’s missing billion: International arms flows and the cost of conflict. The International Action Network on Small Arms and Oxfam International; 2007. Hillier D. Africa’s missing billion: International arms flows and the cost of conflict. The International Action Network on Small Arms and Oxfam International; 2007.
6.
go back to reference United Nations High Commissioner for Refugees (UNHCR). Statistical yearbook 2011; 2012. United Nations High Commissioner for Refugees (UNHCR). Statistical yearbook 2011; 2012.
7.
go back to reference Internal Displacement Monitoring Centre (IDMC), Norwegian Refugee Council. Global overview 2011: People internally displaced by conflict and violence. Geneva; 2012. Internal Displacement Monitoring Centre (IDMC), Norwegian Refugee Council. Global overview 2011: People internally displaced by conflict and violence. Geneva; 2012.
8.
go back to reference United Nations. World population prospects, the 2012 revision. New York; 2013. United Nations. World population prospects, the 2012 revision. New York; 2013.
9.
go back to reference Levy BS, Sidel VW. War and public health. Washington, DC: American Public Health Association; 2002. Levy BS, Sidel VW. War and public health. Washington, DC: American Public Health Association; 2002.
10.
11.
go back to reference Fürst T, Raso G, Acka CA, Tschannen AB, N’Goran EK, Utzinger J. Dynamics of socioeconomic risk factors for neglected tropical diseases and malaria in an armed conflict. PLoS Negl Trop Dis. 2009;3:e513.PubMedCentralCrossRefPubMed Fürst T, Raso G, Acka CA, Tschannen AB, N’Goran EK, Utzinger J. Dynamics of socioeconomic risk factors for neglected tropical diseases and malaria in an armed conflict. PLoS Negl Trop Dis. 2009;3:e513.PubMedCentralCrossRefPubMed
12.
go back to reference Connolly MA, Gayer M, Ryan MJ, Salama P, Spiegel P, Heymann DL. Communicable diseases in complex emergencies: impact and challenges. Lancet. 2004;364:1974–83.CrossRefPubMed Connolly MA, Gayer M, Ryan MJ, Salama P, Spiegel P, Heymann DL. Communicable diseases in complex emergencies: impact and challenges. Lancet. 2004;364:1974–83.CrossRefPubMed
13.
go back to reference Prothero R. Forced movements of population and health hazards in tropical Africa. Int J Epidemiol. 1994;23:657–64.CrossRefPubMed Prothero R. Forced movements of population and health hazards in tropical Africa. Int J Epidemiol. 1994;23:657–64.CrossRefPubMed
14.
go back to reference Toole M, Waldman R. The public health aspects of complex emergencies and refugee situations. Annu Rev Public Health. 1997;18:283–312.CrossRefPubMed Toole M, Waldman R. The public health aspects of complex emergencies and refugee situations. Annu Rev Public Health. 1997;18:283–312.CrossRefPubMed
16.
go back to reference Beyrer C, Villar JC, Suwanvanichkij V, Singh S, Baral SD, Mills EJ. Neglected diseases, civil conflicts, and the right to health. Lancet. 2007;370:619–27.CrossRefPubMed Beyrer C, Villar JC, Suwanvanichkij V, Singh S, Baral SD, Mills EJ. Neglected diseases, civil conflicts, and the right to health. Lancet. 2007;370:619–27.CrossRefPubMed
18.
go back to reference Rowland M, Nosten F. Malaria epidemiology and control in refugee camps and complex emergencies. Ann Trop Med Parasitol. 2001;95:741–54.CrossRefPubMed Rowland M, Nosten F. Malaria epidemiology and control in refugee camps and complex emergencies. Ann Trop Med Parasitol. 2001;95:741–54.CrossRefPubMed
19.
go back to reference Berrang Ford L. Civil conflict and sleeping sickness in Africa in general and Uganda in particular. Confl Health. 2007;1:6. Berrang Ford L. Civil conflict and sleeping sickness in Africa in general and Uganda in particular. Confl Health. 2007;1:6.
20.
go back to reference Aliev SP. Malaria in the Republic of Tajikistan (in Russian). Med Parazitol. 2000;2:27–9. Aliev SP. Malaria in the Republic of Tajikistan (in Russian). Med Parazitol. 2000;2:27–9.
21.
go back to reference Fürst T, Raso G, Acka CA, Tschannen AB, N’Goran EK, Utzinger J. Dynamics of socioeconomic risk factors for neglected tropical diseases and malaria in an armed conflict. PLoS Negl Trop Dis. 2009;3:e513.PubMedCentralCrossRefPubMed Fürst T, Raso G, Acka CA, Tschannen AB, N’Goran EK, Utzinger J. Dynamics of socioeconomic risk factors for neglected tropical diseases and malaria in an armed conflict. PLoS Negl Trop Dis. 2009;3:e513.PubMedCentralCrossRefPubMed
22.
go back to reference Messina J, Taylor S, Meshnick S, Linke A, Tshefu A, Atua B, et al. Population, behavioural and environmental drivers of malaria prevalence in the Democratic Republic of Congo. Malar J. 2011;10:161.PubMedCentralCrossRefPubMed Messina J, Taylor S, Meshnick S, Linke A, Tshefu A, Atua B, et al. Population, behavioural and environmental drivers of malaria prevalence in the Democratic Republic of Congo. Malar J. 2011;10:161.PubMedCentralCrossRefPubMed
23.
go back to reference Martins J, Zwi A, Martins N, Kelly P. Malaria control in Timor-Leste during a period of political instability: what lessons can be learned? Confl Health. 2009;3:11.PubMedCentralCrossRefPubMed Martins J, Zwi A, Martins N, Kelly P. Malaria control in Timor-Leste during a period of political instability: what lessons can be learned? Confl Health. 2009;3:11.PubMedCentralCrossRefPubMed
24.
go back to reference Montalvo JG, Reynal-Querol M. Fighting against malaria: prevent wars while waiting for the “miraculous” vaccine. Rev Econ Stat. 2007;89:165–77.CrossRef Montalvo JG, Reynal-Querol M. Fighting against malaria: prevent wars while waiting for the “miraculous” vaccine. Rev Econ Stat. 2007;89:165–77.CrossRef
25.
go back to reference Reilley B, Abeyasinghe R, Pakianathar MV. Barriers to prompt and effective treatment of malaria in northern Sri Lanka. Trop Med Int Health. 2002;7:744–9.CrossRefPubMed Reilley B, Abeyasinghe R, Pakianathar MV. Barriers to prompt and effective treatment of malaria in northern Sri Lanka. Trop Med Int Health. 2002;7:744–9.CrossRefPubMed
26.
go back to reference WHO. Malaria control in complex emergencies: an inter-agency field handbook. Geneva: World Health Organization; 2005. WHO. Malaria control in complex emergencies: an inter-agency field handbook. Geneva: World Health Organization; 2005.
27.
go back to reference Kolaczinski J. Roll back malaria in the aftermath of complex emergencies: the example of Afghanistan. Trop Med Int Health. 2005;10:888–93.CrossRefPubMed Kolaczinski J. Roll back malaria in the aftermath of complex emergencies: the example of Afghanistan. Trop Med Int Health. 2005;10:888–93.CrossRefPubMed
28.
go back to reference Abeyasinghe RR, Galappaththy GNL, Smith Gueye C, Kahn JG, Feachem RGA. Malaria control and elimination in Sri Lanka: documenting progress and success factors in a conflict setting. PLoS One. 2012;7:e43162.PubMedCentralCrossRefPubMed Abeyasinghe RR, Galappaththy GNL, Smith Gueye C, Kahn JG, Feachem RGA. Malaria control and elimination in Sri Lanka: documenting progress and success factors in a conflict setting. PLoS One. 2012;7:e43162.PubMedCentralCrossRefPubMed
29.
go back to reference Bhatt S, Weiss DJ, Cameron E, Bisanzio D, Mappin B, Dalrymple U, et al. The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015. Nature. 2015;526:207–11.CrossRefPubMed Bhatt S, Weiss DJ, Cameron E, Bisanzio D, Mappin B, Dalrymple U, et al. The effect of malaria control on Plasmodium falciparum in Africa between 2000 and 2015. Nature. 2015;526:207–11.CrossRefPubMed
30.
go back to reference Tatem A, Smith DL, Gething PW, Kabaria CW, Snow RW, Hay SI. Ranking of elimination feasibility between malaria-endemic countries. Lancet. 2010;376:1579–91.PubMedCentralCrossRefPubMed Tatem A, Smith DL, Gething PW, Kabaria CW, Snow RW, Hay SI. Ranking of elimination feasibility between malaria-endemic countries. Lancet. 2010;376:1579–91.PubMedCentralCrossRefPubMed
31.
go back to reference Gething PW, Patil AP, Smith DL, Guerra CA, Elyazar IR, Johnston GL, Tatem AJ, Hay SI. A new world malaria map: Plasmodium falciparum endemicity in 2010. Malar J. 2011;10:378.PubMedCentralCrossRefPubMed Gething PW, Patil AP, Smith DL, Guerra CA, Elyazar IR, Johnston GL, Tatem AJ, Hay SI. A new world malaria map: Plasmodium falciparum endemicity in 2010. Malar J. 2011;10:378.PubMedCentralCrossRefPubMed
33.
34.
go back to reference Guerra CA, Gikandi PW, Tatem AJ, Noor AM, Smith DL, Hay SI, et al. The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. PLoS Med. 2008;5:e38.PubMedCentralCrossRefPubMed Guerra CA, Gikandi PW, Tatem AJ, Noor AM, Smith DL, Hay SI, et al. The limits and intensity of Plasmodium falciparum transmission: implications for malaria control and elimination worldwide. PLoS Med. 2008;5:e38.PubMedCentralCrossRefPubMed
36.
go back to reference Guerra CA, Hay S, Lucioparedes L, Gikandi P, Tatem A, Noor A, et al. Assembling a global database of malaria parasite prevalence for the Malaria Atlas Project. Malar J. 2007;6:17.PubMedCentralCrossRefPubMed Guerra CA, Hay S, Lucioparedes L, Gikandi P, Tatem A, Noor A, et al. Assembling a global database of malaria parasite prevalence for the Malaria Atlas Project. Malar J. 2007;6:17.PubMedCentralCrossRefPubMed
37.
go back to reference Gupta S, Snow R, Donnelly C, Newbold C. Acquired immunity and postnatal clinical protection in childhood cerebral malaria. Proc R Soc Lond Ser B Biol Sci. 1999;266:33–8.CrossRef Gupta S, Snow R, Donnelly C, Newbold C. Acquired immunity and postnatal clinical protection in childhood cerebral malaria. Proc R Soc Lond Ser B Biol Sci. 1999;266:33–8.CrossRef
38.
go back to reference Baird J, Basri H, Bangs M, Andersen E, Jones T, et al. Age-specific prevalence of Plasmodium falciparum among six populations with limited histories of exposure to endemic malaria. Am J Trop Med Hyg. 1993;49:707–19.PubMed Baird J, Basri H, Bangs M, Andersen E, Jones T, et al. Age-specific prevalence of Plasmodium falciparum among six populations with limited histories of exposure to endemic malaria. Am J Trop Med Hyg. 1993;49:707–19.PubMed
40.
go back to reference Raleigh C, Linke A, Hegre H, Karlsen J. Introducing ACLED: an armed conflict location and event dataset. J Peace Res. 2010;47:651–60.CrossRef Raleigh C, Linke A, Hegre H, Karlsen J. Introducing ACLED: an armed conflict location and event dataset. J Peace Res. 2010;47:651–60.CrossRef
41.
go back to reference O’Loughlin J, Linke AM, Witmer FDW. Effects of temperature and precipitation variability on the risk of violence in sub-Saharan Africa, 1980–2012. Proc Natl Acad Sci USA. 2014;111:16712–7.PubMedCentralCrossRefPubMed O’Loughlin J, Linke AM, Witmer FDW. Effects of temperature and precipitation variability on the risk of violence in sub-Saharan Africa, 1980–2012. Proc Natl Acad Sci USA. 2014;111:16712–7.PubMedCentralCrossRefPubMed
42.
go back to reference Hegre H, Ostby G, Raleigh C. Poverty and civil war events a disaggregated study of Liberia. J Confl Resolut. 2009;53:598–623.CrossRef Hegre H, Ostby G, Raleigh C. Poverty and civil war events a disaggregated study of Liberia. J Confl Resolut. 2009;53:598–623.CrossRef
43.
go back to reference Gething P, Patil A, Smith D, Guerra C, Elyazar I, Johnston G, et al. A new world malaria map: Plasmodium falciparum endemicity in 2010. Malar J. 2011;10:378.PubMedCentralCrossRefPubMed Gething P, Patil A, Smith D, Guerra C, Elyazar I, Johnston G, et al. A new world malaria map: Plasmodium falciparum endemicity in 2010. Malar J. 2011;10:378.PubMedCentralCrossRefPubMed
44.
go back to reference Hay SI, Guerra CA, Gething PW, Patil AP, Tatem AJ, Noor AM, et al. A world malaria map: Plasmodium falciparum endemicity in 2007. PLoS Med. 2009;6:e1000048.PubMedCentralCrossRefPubMed Hay SI, Guerra CA, Gething PW, Patil AP, Tatem AJ, Noor AM, et al. A world malaria map: Plasmodium falciparum endemicity in 2007. PLoS Med. 2009;6:e1000048.PubMedCentralCrossRefPubMed
45.
go back to reference Kandala NB, Mandungu TP, Mbela K, Nzita KPD, Kalambayi BB, Kayembe KP, et al. Child mortality in the Democratic Republic of Congo: cross-sectional evidence of the effect of geographic location and prolonged conflict from a national household survey. BMC Public Health. 2014;14:266.PubMedCentralCrossRefPubMed Kandala NB, Mandungu TP, Mbela K, Nzita KPD, Kalambayi BB, Kayembe KP, et al. Child mortality in the Democratic Republic of Congo: cross-sectional evidence of the effect of geographic location and prolonged conflict from a national household survey. BMC Public Health. 2014;14:266.PubMedCentralCrossRefPubMed
46.
go back to reference Noor AM, Kinyoki DK, Mundia CW, Kabaria CW, Mutua JW, Alegana VA, et al. The changing risk of Plasmodium falciparum malaria infection in Africa: 2000–2010: a spatial and temporal analysis of transmission intensity. Lancet. 2014;383:1739–47.PubMedCentralCrossRefPubMed Noor AM, Kinyoki DK, Mundia CW, Kabaria CW, Mutua JW, Alegana VA, et al. The changing risk of Plasmodium falciparum malaria infection in Africa: 2000–2010: a spatial and temporal analysis of transmission intensity. Lancet. 2014;383:1739–47.PubMedCentralCrossRefPubMed
47.
go back to reference Dennis JE, Schnabel RB. Numerical methods for unconstrained optimization and nonlinear equations. Englewood Cliffs: Prentice-Hall; 1983. Dennis JE, Schnabel RB. Numerical methods for unconstrained optimization and nonlinear equations. Englewood Cliffs: Prentice-Hall; 1983.
48.
go back to reference Ermert V, Fink AH, Paeth H. The potential effects of climate change on malaria transmission in Africa using bias-corrected regionalised climate projections and a simple malaria seasonality model. Clim Change. 2013;120:741–54.CrossRef Ermert V, Fink AH, Paeth H. The potential effects of climate change on malaria transmission in Africa using bias-corrected regionalised climate projections and a simple malaria seasonality model. Clim Change. 2013;120:741–54.CrossRef
49.
go back to reference Reiner RC Jr, Geary M, Atkinson PM, Smith DL, Gething PW. Seasonality of Plasmodium falciparum transmission: a systematic review. Malar J. 2015;14:343.PubMedCentralCrossRefPubMed Reiner RC Jr, Geary M, Atkinson PM, Smith DL, Gething PW. Seasonality of Plasmodium falciparum transmission: a systematic review. Malar J. 2015;14:343.PubMedCentralCrossRefPubMed
50.
51.
go back to reference Pinheiro JC, Bates DM. Mixed-effects models in S and S-PLUS. New York: Springer; 2000.CrossRef Pinheiro JC, Bates DM. Mixed-effects models in S and S-PLUS. New York: Springer; 2000.CrossRef
52.
go back to reference Raleigh C, Dowd C. Armed conflict location and event data project (ACLED) codebook. ACLED; 2015. p. 24. Raleigh C, Dowd C. Armed conflict location and event data project (ACLED) codebook. ACLED; 2015. p. 24.
53.
go back to reference Hedges LV. A random effects model for effect sizes. Psychol Bull. 1983;93:388–95.CrossRef Hedges LV. A random effects model for effect sizes. Psychol Bull. 1983;93:388–95.CrossRef
54.
go back to reference Rogers DJ, Sedda L. Statistical models for spatially explicit biological data. Parasitology. 2012;139:1852–69.CrossRefPubMed Rogers DJ, Sedda L. Statistical models for spatially explicit biological data. Parasitology. 2012;139:1852–69.CrossRefPubMed
56.
go back to reference Bock JG. The efficacy of violence mitigation: a second look using time-series analysis. Political Geogr. 2009;28:266–70.CrossRef Bock JG. The efficacy of violence mitigation: a second look using time-series analysis. Political Geogr. 2009;28:266–70.CrossRef
57.
go back to reference Spiegel PB, Bennedsen AR, Claass J, Bruns L, Patterson N, Yiweza D, et al. Prevalence of HIV infection in conflict-affected and displaced people in seven sub-Saharan African countries: a systematic review. Lancet. 2007;369:2187–95.CrossRefPubMed Spiegel PB, Bennedsen AR, Claass J, Bruns L, Patterson N, Yiweza D, et al. Prevalence of HIV infection in conflict-affected and displaced people in seven sub-Saharan African countries: a systematic review. Lancet. 2007;369:2187–95.CrossRefPubMed
58.
go back to reference Okonko IO, Donbraye E, Babalola ET, Mejeha OK, Fadeyi A, Udeze AO, et al. Conflict and the spread of emerging infectious diseases: where do we go from here? Afr J Microbiol Res. 2009;3:1015–28. Okonko IO, Donbraye E, Babalola ET, Mejeha OK, Fadeyi A, Udeze AO, et al. Conflict and the spread of emerging infectious diseases: where do we go from here? Afr J Microbiol Res. 2009;3:1015–28.
59.
go back to reference Van Herp M, Parque V, Rackley E, Ford N. Mortality, violence and lack of access to health-care in the Democratic Republic of Congo. Disasters. 2003;27:141–53.CrossRefPubMed Van Herp M, Parque V, Rackley E, Ford N. Mortality, violence and lack of access to health-care in the Democratic Republic of Congo. Disasters. 2003;27:141–53.CrossRefPubMed
60.
go back to reference Kamadjeu R, Mahamud A, Webeck J, Baranyikwa MT, Chatterjee A, Bile YN, et al. Polio outbreak investigation and response in Somalia, 2013. J Infect Dis. 2014;210:S181–6.CrossRefPubMed Kamadjeu R, Mahamud A, Webeck J, Baranyikwa MT, Chatterjee A, Bile YN, et al. Polio outbreak investigation and response in Somalia, 2013. J Infect Dis. 2014;210:S181–6.CrossRefPubMed
61.
go back to reference Lett RR, Kobusingye OC, Ekwaru P. Burden of injury during the complex political emergency in northern Uganda. Can J Surg. 2006;49:51–7.PubMedCentralPubMed Lett RR, Kobusingye OC, Ekwaru P. Burden of injury during the complex political emergency in northern Uganda. Can J Surg. 2006;49:51–7.PubMedCentralPubMed
62.
go back to reference Cohen JM, Smith DL, Cotter C, Ward A, Yamey G, Sabot OJ, et al. Malaria resurgence: a systematic review and assessment of its causes. Malar J. 2012;11:122.PubMedCentralCrossRefPubMed Cohen JM, Smith DL, Cotter C, Ward A, Yamey G, Sabot OJ, et al. Malaria resurgence: a systematic review and assessment of its causes. Malar J. 2012;11:122.PubMedCentralCrossRefPubMed
63.
go back to reference Betsi NA, Koudou BG, Cissé G, Tschannen AB, Pignol AM, Ouattara Y, et al. Effect of an armed conflict on human resources and health systems in Côte d’Ivoire: prevention of and care for people with HIV/AIDS. AIDS Care. 2006;18:356–65.CrossRefPubMed Betsi NA, Koudou BG, Cissé G, Tschannen AB, Pignol AM, Ouattara Y, et al. Effect of an armed conflict on human resources and health systems in Côte d’Ivoire: prevention of and care for people with HIV/AIDS. AIDS Care. 2006;18:356–65.CrossRefPubMed
64.
go back to reference Gething PW, Battle KE, Bhatt S, Smith DL, Eisele TP, Cibulskis RE, et al. Declining malaria in Africa: improving the measurement of progress. Malar J. 2014;13:39.PubMedCentralCrossRefPubMed Gething PW, Battle KE, Bhatt S, Smith DL, Eisele TP, Cibulskis RE, et al. Declining malaria in Africa: improving the measurement of progress. Malar J. 2014;13:39.PubMedCentralCrossRefPubMed
65.
66.
go back to reference O’Meara WP, Mangeni JN, Steketee R, Greenwood B. Changes in the burden of malaria in sub-Saharan Africa. Lancet Infect Dis. 2010;10:545–55.CrossRefPubMed O’Meara WP, Mangeni JN, Steketee R, Greenwood B. Changes in the burden of malaria in sub-Saharan Africa. Lancet Infect Dis. 2010;10:545–55.CrossRefPubMed
67.
go back to reference Murray CJL, Rosenfeld LC, Lim SS, Andrews KG, Foreman KJ, Haring D, et al. Global malaria mortality between 1980 and 2010: a systematic analysis. Lancet. 2012;379:413–31.CrossRefPubMed Murray CJL, Rosenfeld LC, Lim SS, Andrews KG, Foreman KJ, Haring D, et al. Global malaria mortality between 1980 and 2010: a systematic analysis. Lancet. 2012;379:413–31.CrossRefPubMed
69.
go back to reference Noor AM, Mutheu JJ, Tatem AJ, Hay SI, Snow RW. Insecticide-treated net coverage in Africa: mapping progress in 2000–2007. Lancet. 2009;373:58–67. Noor AM, Mutheu JJ, Tatem AJ, Hay SI, Snow RW. Insecticide-treated net coverage in Africa: mapping progress in 2000–2007. Lancet. 2009;373:58–67.
70.
go back to reference WHO. World Malaria Report 2014. Geneva: World Health Organization; 2014. WHO. World Malaria Report 2014. Geneva: World Health Organization; 2014.
71.
go back to reference Human Security Report Project. Human security report 2009/2010: the causes of peace and the shrinking costs of war. New York: Oxford University Press; 2011. Human Security Report Project. Human security report 2009/2010: the causes of peace and the shrinking costs of war. New York: Oxford University Press; 2011.
73.
go back to reference Weiss DJ, Bhatt S, Mappin B, Van Boeckel TP, Smith DL, Hay SI, Gething PW. Air temperature suitability for Plasmodium falciparum malaria transmission in Africa 2000–2012: a high-resolution spatiotemporal prediction. Malar J. 2014;13:171.PubMedCentralCrossRefPubMed Weiss DJ, Bhatt S, Mappin B, Van Boeckel TP, Smith DL, Hay SI, Gething PW. Air temperature suitability for Plasmodium falciparum malaria transmission in Africa 2000–2012: a high-resolution spatiotemporal prediction. Malar J. 2014;13:171.PubMedCentralCrossRefPubMed
74.
go back to reference de Souza DK, Koudou BG, Bolay FK, Boakye DA, Bockarie MJ. Filling the Gap 115 Years after Ronald Ross: the distribution of the Anopheles coluzzii and Anopheles gambiae s.s from Freetown and Monrovia, West Africa. PLoS One. 2013;8:e64939.PubMedCentralCrossRefPubMed de Souza DK, Koudou BG, Bolay FK, Boakye DA, Bockarie MJ. Filling the Gap 115 Years after Ronald Ross: the distribution of the Anopheles coluzzii and Anopheles gambiae s.s from Freetown and Monrovia, West Africa. PLoS One. 2013;8:e64939.PubMedCentralCrossRefPubMed
75.
go back to reference Uppsala University, Peace Research Institute Oslo (PRIO). UCDP/PRIO Armed Conflict Dataset v.4-2013, 1946–2012. Uppsala: Uppsala University; 2013. Uppsala University, Peace Research Institute Oslo (PRIO). UCDP/PRIO Armed Conflict Dataset v.4-2013, 1946–2012. Uppsala: Uppsala University; 2013.
76.
go back to reference HIIK: The conflict barometer. Heidelberg Institute for International Conflicts Research; 2012. HIIK: The conflict barometer. Heidelberg Institute for International Conflicts Research; 2012.
77.
go back to reference Wallemacq P, Guha Sapir D. Georeferencing natural disaster impact footprints: lessons learned from the EM-DAT experience. In EGU General Assembly Conference Abstracts. 2014:11435. Wallemacq P, Guha Sapir D. Georeferencing natural disaster impact footprints: lessons learned from the EM-DAT experience. In EGU General Assembly Conference Abstracts. 2014:11435.
79.
go back to reference Raleigh C. Seeing the forest for the trees: does physical geography affect a state’s conflict risk? Int Interact. 2010;36:384–410.CrossRef Raleigh C. Seeing the forest for the trees: does physical geography affect a state’s conflict risk? Int Interact. 2010;36:384–410.CrossRef
80.
go back to reference Deville P, Linard C, Martin S, Gilbert M, Stevens FR, Gaughan AE, Blondel VD, Tatem AJ. Dynamic population mapping using mobile phone data. Proc Natl Acad Sci USA. 2014;111:15888–93.PubMedCentralCrossRefPubMed Deville P, Linard C, Martin S, Gilbert M, Stevens FR, Gaughan AE, Blondel VD, Tatem AJ. Dynamic population mapping using mobile phone data. Proc Natl Acad Sci USA. 2014;111:15888–93.PubMedCentralCrossRefPubMed
81.
go back to reference Baez JE. Civil wars beyond their borders: the human capital and health consequences of hosting refugees. J Dev Econ. 2011;96:391–408.CrossRef Baez JE. Civil wars beyond their borders: the human capital and health consequences of hosting refugees. J Dev Econ. 2011;96:391–408.CrossRef
82.
go back to reference Kalipeni E, Oppong J. The refugee crisis in Africa and implications for health and disease: a political ecology approach. Soc Sci Med. 1998;46:1637–53.CrossRefPubMed Kalipeni E, Oppong J. The refugee crisis in Africa and implications for health and disease: a political ecology approach. Soc Sci Med. 1998;46:1637–53.CrossRefPubMed
83.
go back to reference Raleigh C, Hegre H. Population size, concentration, and civil war. A geographically disaggregated analysis. Political Geogr. 2009;28:224–38.CrossRef Raleigh C, Hegre H. Population size, concentration, and civil war. A geographically disaggregated analysis. Political Geogr. 2009;28:224–38.CrossRef
84.
go back to reference Buhaug H, Rød JK. Local determinants of African civil wars, 1970–2001. Political Geogr. 2006;25:315–35.CrossRef Buhaug H, Rød JK. Local determinants of African civil wars, 1970–2001. Political Geogr. 2006;25:315–35.CrossRef
85.
go back to reference Lawson DW, Borgerhoff Mulder M, Ghiselli ME, Ngadaya E, Ngowi B, Mfinanga SG, et al. Ethnicity and child health in northern Tanzania: Maasai pastoralists are disadvantaged compared to neighbouring ethnic groups. PLos One. 2014;9:e110447.PubMedCentralCrossRefPubMed Lawson DW, Borgerhoff Mulder M, Ghiselli ME, Ngadaya E, Ngowi B, Mfinanga SG, et al. Ethnicity and child health in northern Tanzania: Maasai pastoralists are disadvantaged compared to neighbouring ethnic groups. PLos One. 2014;9:e110447.PubMedCentralCrossRefPubMed
86.
go back to reference Azam JP. The redistributive state and conflicts in Africa. J Peace Res. 2001;38:429–44.CrossRef Azam JP. The redistributive state and conflicts in Africa. J Peace Res. 2001;38:429–44.CrossRef
87.
go back to reference Taydas Z, Peksen D. Can states buy peace? Social welfare spending and civil conflicts. J Peace Res. 2012;49:273–87.CrossRef Taydas Z, Peksen D. Can states buy peace? Social welfare spending and civil conflicts. J Peace Res. 2012;49:273–87.CrossRef
88.
go back to reference Bill and Melinda Gates Foundation. Gates Annual Letter: 3 myths that block progress for the poor. Seattle: Bill and Melinda Gates Foundation; 2014. Bill and Melinda Gates Foundation. Gates Annual Letter: 3 myths that block progress for the poor. Seattle: Bill and Melinda Gates Foundation; 2014.
89.
go back to reference Institute for Economics and Peace. Global Peace Index 2013: Measuring the state of global peace. Sydney: Institute for Economics and Peace; 2013. Institute for Economics and Peace. Global Peace Index 2013: Measuring the state of global peace. Sydney: Institute for Economics and Peace; 2013.
Metadata
Title
A geostatistical analysis of the association between armed conflicts and Plasmodium falciparum malaria in Africa, 1997–2010
Authors
Luigi Sedda
Qiuyin Qi
Andrew J. Tatem
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Malaria Journal / Issue 1/2015
Electronic ISSN: 1475-2875
DOI
https://doi.org/10.1186/s12936-015-1024-5

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