Skip to main content
Top
Published in: Trials 1/2013

Open Access 01-12-2013 | Study protocol

The impact of hotspot-targeted interventions on malaria transmission: study protocol for a cluster-randomized controlled trial

Authors: Teun Bousema, Jennifer Stevenson, Amrish Baidjoe, Gillian Stresman, Jamie T Griffin, Immo Kleinschmidt, Edmond J Remarque, John Vulule, Nabie Bayoh, Kayla Laserson, Meghna Desai, Robert Sauerwein, Chris Drakeley, Jonathan Cox

Published in: Trials | Issue 1/2013

Login to get access

Abstract

Background

Malaria transmission is highly heterogeneous in most settings, resulting in the formation of recognizable malaria hotspots. Targeting these hotspots might represent a highly efficacious way of controlling or eliminating malaria if the hotspots fuel malaria transmission to the wider community.

Methods/design

Hotspots of malaria will be determined based on spatial patterns in age-adjusted prevalence and density of antibodies against malaria antigens apical membrane antigen-1 and merozoite surface protein-1. The community effect of interventions targeted at these hotspots will be determined. The intervention will comprise larviciding, focal screening and treatment of the human population, distribution of long-lasting insecticide-treated nets and indoor residual spraying. The impact of the intervention will be determined inside and up to 500 m outside the targeted hotspots by PCR-based parasite prevalence in cross-sectional surveys, malaria morbidity by passive case detection in selected facilities and entomological monitoring of larval and adult Anopheles populations.

Discussion

This study aims to provide direct evidence for a community effect of hotspot-targeted interventions. The trial is powered to detect large effects on malaria transmission in the context of ongoing malaria interventions. Follow-up studies will be needed to determine the effect of individual components of the interventions and the cost-effectiveness of a hotspot-targeted approach, where savings made by reducing the number of compounds that need to receive interventions should outweigh the costs of hotspot-detection.

Trial registration

NCT01575613. The protocol was registered online on 20 March 2012; the first community was randomized on 26 March 2012.
Appendix
Available only for authorised users
Literature
1.
go back to reference Manning SD, Woolhouse ME, Ndamba J: Geographic compatibility of the freshwater snail Bulinus globosus and schistosomes from the Zimbabwe highveld. Int J Parasitol. 1995, 25: 37-42. 10.1016/0020-7519(94)00097-8.CrossRefPubMed Manning SD, Woolhouse ME, Ndamba J: Geographic compatibility of the freshwater snail Bulinus globosus and schistosomes from the Zimbabwe highveld. Int J Parasitol. 1995, 25: 37-42. 10.1016/0020-7519(94)00097-8.CrossRefPubMed
2.
go back to reference Woolhouse ME, Dye C, Etard JF, Smith T, Charlwood JD, Garnett GP, Hagan P, Hii JL, Ndhlovu PD, Quinnell RJ, Watts CH, Chandinawa SK, Anderson RM: Heterogeneities in the transmission of infectious agents: implications for the design of control programs. Proc Natl Acad Sci USA. 1997, 94: 338-342. 10.1073/pnas.94.1.338.CrossRefPubMedPubMedCentral Woolhouse ME, Dye C, Etard JF, Smith T, Charlwood JD, Garnett GP, Hagan P, Hii JL, Ndhlovu PD, Quinnell RJ, Watts CH, Chandinawa SK, Anderson RM: Heterogeneities in the transmission of infectious agents: implications for the design of control programs. Proc Natl Acad Sci USA. 1997, 94: 338-342. 10.1073/pnas.94.1.338.CrossRefPubMedPubMedCentral
3.
go back to reference Criscione CD, Anderson JD, Sudimack D, Subedi J, Upadhayay RP, Jha B, Williams KD, Williams-Blangero S, Anderson TJ: Landscape genetics reveals focal transmission of a human macroparasite. PLoS Negl Trop Dis. 2010, 4: e665-10.1371/journal.pntd.0000665.CrossRefPubMedPubMedCentral Criscione CD, Anderson JD, Sudimack D, Subedi J, Upadhayay RP, Jha B, Williams KD, Williams-Blangero S, Anderson TJ: Landscape genetics reveals focal transmission of a human macroparasite. PLoS Negl Trop Dis. 2010, 4: e665-10.1371/journal.pntd.0000665.CrossRefPubMedPubMedCentral
4.
go back to reference Bousema T, Griffin JT, Sauerwein RW, Smith DL, Churcher TS, Takken W, Ghani A, Drakeley C, Gosling R: Hitting hotspots: spatial targeting of malaria for control and elimination. PLoS Med. 2012, 9: e1001165-10.1371/journal.pmed.1001165.CrossRefPubMedPubMedCentral Bousema T, Griffin JT, Sauerwein RW, Smith DL, Churcher TS, Takken W, Ghani A, Drakeley C, Gosling R: Hitting hotspots: spatial targeting of malaria for control and elimination. PLoS Med. 2012, 9: e1001165-10.1371/journal.pmed.1001165.CrossRefPubMedPubMedCentral
5.
go back to reference Carter R, Mendis KN, Roberts D: Spatial targeting of interventions against malaria. Bull World Health Organ. 2000, 78: 1401-1411.PubMedPubMedCentral Carter R, Mendis KN, Roberts D: Spatial targeting of interventions against malaria. Bull World Health Organ. 2000, 78: 1401-1411.PubMedPubMedCentral
6.
go back to reference Oesterholt MJ, Bousema JT, Mwerinde OK, Harris C, Lushino P, Masokoto A, Mwerinde H, Mosha FW, Drakeley CJ: Spatial and temporal variation in malaria transmission in a low endemicity area in northern Tanzania. Malar J. 2006, 5: 98-10.1186/1475-2875-5-98.CrossRefPubMedPubMedCentral Oesterholt MJ, Bousema JT, Mwerinde OK, Harris C, Lushino P, Masokoto A, Mwerinde H, Mosha FW, Drakeley CJ: Spatial and temporal variation in malaria transmission in a low endemicity area in northern Tanzania. Malar J. 2006, 5: 98-10.1186/1475-2875-5-98.CrossRefPubMedPubMedCentral
7.
go back to reference Clark TD, Greenhouse B, Njama-Meya D, Nzarubara B, Maiteki-Sebuguzi C, Staedke SG, Seto E, Kamya MR, Rosenthal PJ, Dorsey G: Factors determining the heterogeneity of malaria incidence in children in Kampala. Uganda. J Infect Dis. 2008, 198: 393-400. 10.1086/589778.CrossRefPubMed Clark TD, Greenhouse B, Njama-Meya D, Nzarubara B, Maiteki-Sebuguzi C, Staedke SG, Seto E, Kamya MR, Rosenthal PJ, Dorsey G: Factors determining the heterogeneity of malaria incidence in children in Kampala. Uganda. J Infect Dis. 2008, 198: 393-400. 10.1086/589778.CrossRefPubMed
8.
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
9.
go back to reference Bousema T, Drakeley C, Gesase S, Hashim R, Magesa S, Mosha F, Otieno S, Carneiro I, Cox J, Msuya E, Kleinschmidt I, Maxwell C, Greenwood B, Riley E, Sauerwein R, Chandramohan D, Gosling R: Identification of hot spots of malaria transmission for targeted malaria control. J Infect Dis. 2010, 201: 1764-1774. 10.1086/652456.CrossRefPubMed Bousema T, Drakeley C, Gesase S, Hashim R, Magesa S, Mosha F, Otieno S, Carneiro I, Cox J, Msuya E, Kleinschmidt I, Maxwell C, Greenwood B, Riley E, Sauerwein R, Chandramohan D, Gosling R: Identification of hot spots of malaria transmission for targeted malaria control. J Infect Dis. 2010, 201: 1764-1774. 10.1086/652456.CrossRefPubMed
10.
go back to reference Bejon P, Williams TN, Liljander A, Noor AM, Wambua J, Ogada E, Olotu A, Osier FH, Hay SI, Farnert A, Marsh K: Stable and unstable malaria hotspots in longitudinal cohort studies in Kenya. PLoS Med. 2010, 7: e1000304-10.1371/journal.pmed.1000304.CrossRefPubMedPubMedCentral Bejon P, Williams TN, Liljander A, Noor AM, Wambua J, Ogada E, Olotu A, Osier FH, Hay SI, Farnert A, Marsh K: Stable and unstable malaria hotspots in longitudinal cohort studies in Kenya. PLoS Med. 2010, 7: e1000304-10.1371/journal.pmed.1000304.CrossRefPubMedPubMedCentral
11.
go back to reference Ghebreyesus TA, Haile M, Witten KH, Getachew A, Yohannes AM, Yohannes M, Teklehaimanot HD, Lindsay SW, Byass P: Incidence of malaria among children living near dams in northern Ethiopia: community based incidence survey. Br Med J. 1999, 319: 663-666. 10.1136/bmj.319.7211.663.CrossRef Ghebreyesus TA, Haile M, Witten KH, Getachew A, Yohannes AM, Yohannes M, Teklehaimanot HD, Lindsay SW, Byass P: Incidence of malaria among children living near dams in northern Ethiopia: community based incidence survey. Br Med J. 1999, 319: 663-666. 10.1136/bmj.319.7211.663.CrossRef
12.
go back to reference Midega JT, Smith DL, Olotu A, Mwangangi JM, Nzovu JG, Wambua J, Nyangweso G, Mbogo CM, Christophides GK, Marsh K, Bejon P: Wind direction and proximity to larval sites determines malaria risk in Kilifi District in Kenya. Nat Commun. 2012, 3: 674-CrossRefPubMedPubMedCentral Midega JT, Smith DL, Olotu A, Mwangangi JM, Nzovu JG, Wambua J, Nyangweso G, Mbogo CM, Christophides GK, Marsh K, Bejon P: Wind direction and proximity to larval sites determines malaria risk in Kilifi District in Kenya. Nat Commun. 2012, 3: 674-CrossRefPubMedPubMedCentral
13.
go back to reference Ghebreyesus TA, Haile M, Witten KH, Getachew A, Yohannes M, Lindsay SW, Byass P: Household risk factors for malaria among children in the Ethiopian highlands. Trans R Soc Trop Med Hyg. 2000, 94: 17-21. 10.1016/S0035-9203(00)90424-3.CrossRefPubMed Ghebreyesus TA, Haile M, Witten KH, Getachew A, Yohannes M, Lindsay SW, Byass P: Household risk factors for malaria among children in the Ethiopian highlands. Trans R Soc Trop Med Hyg. 2000, 94: 17-21. 10.1016/S0035-9203(00)90424-3.CrossRefPubMed
14.
go back to reference Gamage-Mendis AC, Carter R, Mendis C, De Zoysa AP, Herath PR, Mendis KN: Clustering of malaria infections within an endemic population: risk of malaria associated with the type of housing construction. Am J Trop Med Hyg. 1991, 45: 77-85.PubMed Gamage-Mendis AC, Carter R, Mendis C, De Zoysa AP, Herath PR, Mendis KN: Clustering of malaria infections within an endemic population: risk of malaria associated with the type of housing construction. Am J Trop Med Hyg. 1991, 45: 77-85.PubMed
15.
16.
go back to reference Smith DL, McKenzie FE, Snow RW, Hay SI: Revisiting the basic reproductive number for malaria and its implications for malaria control. PLoS Biol. 2007, 5: e42-10.1371/journal.pbio.0050042.CrossRefPubMedPubMedCentral Smith DL, McKenzie FE, Snow RW, Hay SI: Revisiting the basic reproductive number for malaria and its implications for malaria control. PLoS Biol. 2007, 5: e42-10.1371/journal.pbio.0050042.CrossRefPubMedPubMedCentral
17.
go back to reference Bousema T, Kreuels B, Gosling R: Adjusting for heterogeneity of malaria transmission in longitudinal studies. J Infect Dis. 2011, 204: 1-3. 10.1093/infdis/jir225.CrossRefPubMedPubMedCentral Bousema T, Kreuels B, Gosling R: Adjusting for heterogeneity of malaria transmission in longitudinal studies. J Infect Dis. 2011, 204: 1-3. 10.1093/infdis/jir225.CrossRefPubMedPubMedCentral
18.
go back to reference Clarke SE, Bogh C, Brown RC, Walraven GE, Thomas CJ, Lindsay SW: Risk of malaria attacks in Gambian children is greater away from malaria vector breeding sites. Trans R Soc Trop Med Hyg. 2002, 96: 499-506. 10.1016/S0035-9203(02)90419-0.CrossRefPubMed Clarke SE, Bogh C, Brown RC, Walraven GE, Thomas CJ, Lindsay SW: Risk of malaria attacks in Gambian children is greater away from malaria vector breeding sites. Trans R Soc Trop Med Hyg. 2002, 96: 499-506. 10.1016/S0035-9203(02)90419-0.CrossRefPubMed
19.
go back to reference Cook J, Kleinschmidt I, Schwabe C, Nseng G, Corran PH, Bousema T, Riley EM, Drakeley CJ: Serological markers identify heterogeneity of effectiveness of malaria control interventions on Bioko Island, equatorial Guinea. PLoS One. 2011, 6: e25137-10.1371/journal.pone.0025137.CrossRefPubMedPubMedCentral Cook J, Kleinschmidt I, Schwabe C, Nseng G, Corran PH, Bousema T, Riley EM, Drakeley CJ: Serological markers identify heterogeneity of effectiveness of malaria control interventions on Bioko Island, equatorial Guinea. PLoS One. 2011, 6: e25137-10.1371/journal.pone.0025137.CrossRefPubMedPubMedCentral
20.
go back to reference Bejon P, Turner L, Lavstsen T, Cham G, Olotu A, Drakeley CJ, Lievens M, Vekemans J, Savarese B, Lusingu J, von Seidlein L, Bull PC, Marsh K, Theander TG: Serological evidence of discrete spatial clusters of Plasmodium falciparum parasites. PLoS One. 2011, 6: e21711-10.1371/journal.pone.0021711.CrossRefPubMedPubMedCentral Bejon P, Turner L, Lavstsen T, Cham G, Olotu A, Drakeley CJ, Lievens M, Vekemans J, Savarese B, Lusingu J, von Seidlein L, Bull PC, Marsh K, Theander TG: Serological evidence of discrete spatial clusters of Plasmodium falciparum parasites. PLoS One. 2011, 6: e21711-10.1371/journal.pone.0021711.CrossRefPubMedPubMedCentral
21.
go back to reference Bousema T, Youssef RM, Cook J, Cox J, Alegana VA, Amran J, Noor AM, Snow RW, Drakeley C: Serologic markers for detecting malaria in areas of low endemicity, Somalia, 2008. Emerg Infect Dis. 2010, 16: 392-399. 10.3201/eid1603.090732.CrossRefPubMedPubMedCentral Bousema T, Youssef RM, Cook J, Cox J, Alegana VA, Amran J, Noor AM, Snow RW, Drakeley C: Serologic markers for detecting malaria in areas of low endemicity, Somalia, 2008. Emerg Infect Dis. 2010, 16: 392-399. 10.3201/eid1603.090732.CrossRefPubMedPubMedCentral
22.
go back to reference Stone W, Bousema T, Jones S, Gesase S, Hashim R, Gosling R, Carneiro I, Chandramohan D, Theander T, Ronca R, Modiano D, Arcà B, Drakeley C: IgG responses to Anopheles gambiae salivary antigen gSG6 detect variation in exposure to malaria vectors and disease risk. PLoS One. 2012, 7: e40170-10.1371/journal.pone.0040170.CrossRefPubMedPubMedCentral Stone W, Bousema T, Jones S, Gesase S, Hashim R, Gosling R, Carneiro I, Chandramohan D, Theander T, Ronca R, Modiano D, Arcà B, Drakeley C: IgG responses to Anopheles gambiae salivary antigen gSG6 detect variation in exposure to malaria vectors and disease risk. PLoS One. 2012, 7: e40170-10.1371/journal.pone.0040170.CrossRefPubMedPubMedCentral
23.
go back to reference Stuckey EM, Stevenson JC, Cooke MK, Owaga C, Marube E, Oando G, Hardy D, Drakeley C, Smith TA, Cox J, Chitnis N: Simulation of malaria epidemiology and control in the highlands of Western Kenya. Malar J. 2012, 11: 357-10.1186/1475-2875-11-357.CrossRefPubMedPubMedCentral Stuckey EM, Stevenson JC, Cooke MK, Owaga C, Marube E, Oando G, Hardy D, Drakeley C, Smith TA, Cox J, Chitnis N: Simulation of malaria epidemiology and control in the highlands of Western Kenya. Malar J. 2012, 11: 357-10.1186/1475-2875-11-357.CrossRefPubMedPubMedCentral
24.
go back to reference Plowe CV, Djimde A, Bouare M, Doumbo O, Wellems TE: Pyrimethamine and proguanil resistance-conferring mutations in Plasmodium falciparum dihydrofolate reductase: polymerase chain reaction methods for surveillance in Africa. Am J Trop Med Hyg. 1995, 52: 565-568.PubMed Plowe CV, Djimde A, Bouare M, Doumbo O, Wellems TE: Pyrimethamine and proguanil resistance-conferring mutations in Plasmodium falciparum dihydrofolate reductase: polymerase chain reaction methods for surveillance in Africa. Am J Trop Med Hyg. 1995, 52: 565-568.PubMed
25.
go back to reference Steenkeste N, Incardona S, Chy S, Duval L, Ekala MT, Lim P, Hewitt S, Sochantha T, Socheat D, Rogier C, Mercereau-Puijalon O, Fandeur T, Ariey F: Towards high-throughput molecular detection ofPlasmodium: new approaches and molecular markers. Malar J. 2009, 8: 86-10.1186/1475-2875-8-86.CrossRefPubMedPubMedCentral Steenkeste N, Incardona S, Chy S, Duval L, Ekala MT, Lim P, Hewitt S, Sochantha T, Socheat D, Rogier C, Mercereau-Puijalon O, Fandeur T, Ariey F: Towards high-throughput molecular detection ofPlasmodium: new approaches and molecular markers. Malar J. 2009, 8: 86-10.1186/1475-2875-8-86.CrossRefPubMedPubMedCentral
26.
go back to reference Hsiang MS, Lin M, Dokomajilar C, Kemere J, Pilcher CD, Dorsey G, Greenhouse B: PCR-based pooling of dried blood spots for detection of malaria parasites: optimization and application to a cohort of Ugandan children. J Clin Microbiol. 2010, 48: 3539-3543. 10.1128/JCM.00522-10.CrossRefPubMedPubMedCentral Hsiang MS, Lin M, Dokomajilar C, Kemere J, Pilcher CD, Dorsey G, Greenhouse B: PCR-based pooling of dried blood spots for detection of malaria parasites: optimization and application to a cohort of Ugandan children. J Clin Microbiol. 2010, 48: 3539-3543. 10.1128/JCM.00522-10.CrossRefPubMedPubMedCentral
27.
go back to reference Drakeley CJ, Corran PH, Coleman PG, Tongren JE, McDonald SL, Carneiro I, Malima R, Lusingu J, Manjurano A, Nkya WM, Lemnge MM, Cox J, Reyburn H, Riley EM: Estimating medium- and long-term trends in malaria transmission by using serological markers of malaria exposure. Proc Natl Acad Sci USA. 2005, 102: 5108-5113. 10.1073/pnas.0408725102.CrossRefPubMedPubMedCentral Drakeley CJ, Corran PH, Coleman PG, Tongren JE, McDonald SL, Carneiro I, Malima R, Lusingu J, Manjurano A, Nkya WM, Lemnge MM, Cox J, Reyburn H, Riley EM: Estimating medium- and long-term trends in malaria transmission by using serological markers of malaria exposure. Proc Natl Acad Sci USA. 2005, 102: 5108-5113. 10.1073/pnas.0408725102.CrossRefPubMedPubMedCentral
28.
go back to reference Corran PH, Cook J, Lynch C, Leendertse H, Manjurano A, Griffin J, Cox J, Abeku T, Bousema T, Ghani AC, Drakeley C, Riley E: Dried blood spots as a source of anti-malarial antibodies for epidemiological studies. Malar J. 2008, 7: 195-10.1186/1475-2875-7-195.CrossRefPubMedPubMedCentral Corran PH, Cook J, Lynch C, Leendertse H, Manjurano A, Griffin J, Cox J, Abeku T, Bousema T, Ghani AC, Drakeley C, Riley E: Dried blood spots as a source of anti-malarial antibodies for epidemiological studies. Malar J. 2008, 7: 195-10.1186/1475-2875-7-195.CrossRefPubMedPubMedCentral
29.
go back to reference Wilson S, Booth M, Jones FM, Mwatha JK, Kimani G, Kariuki HC, Vennervald BJ, Ouma JH, Muchiri E, Dunne DW: Age-adjusted Plasmodium falciparum antibody levels in school-aged children are a stable marker of microgeographical variations in exposure to Plasmodium infection. BMC Infect Dis. 2007, 7: 67-10.1186/1471-2334-7-67.CrossRefPubMedPubMedCentral Wilson S, Booth M, Jones FM, Mwatha JK, Kimani G, Kariuki HC, Vennervald BJ, Ouma JH, Muchiri E, Dunne DW: Age-adjusted Plasmodium falciparum antibody levels in school-aged children are a stable marker of microgeographical variations in exposure to Plasmodium infection. BMC Infect Dis. 2007, 7: 67-10.1186/1471-2334-7-67.CrossRefPubMedPubMedCentral
31.
go back to reference Kulldorff M, Huang L, Pickle L, Duczmal L: An elliptic spatial scan statistic. Stat Med. 2006, 25: 3929-3943. 10.1002/sim.2490.CrossRefPubMed Kulldorff M, Huang L, Pickle L, Duczmal L: An elliptic spatial scan statistic. Stat Med. 2006, 25: 3929-3943. 10.1002/sim.2490.CrossRefPubMed
32.
go back to reference Fillinger U, Kannady K, William G, Vanek MJ, Dongus S, Nyika D, Geissbühler Y, Chaki PP, Govella NJ, Mathenge EM, Singer BH, Mshinda H, Lindsay SW, Tanner M, Mtasiwa D, de Castro MC, Killeen GF: A tool box for operational mosquito larval control: preliminary results and early lessons from the Urban Malaria Control Programme in Dar es Salaam. Tanzania. Malar J. 2008, 7: 20-CrossRefPubMed Fillinger U, Kannady K, William G, Vanek MJ, Dongus S, Nyika D, Geissbühler Y, Chaki PP, Govella NJ, Mathenge EM, Singer BH, Mshinda H, Lindsay SW, Tanner M, Mtasiwa D, de Castro MC, Killeen GF: A tool box for operational mosquito larval control: preliminary results and early lessons from the Urban Malaria Control Programme in Dar es Salaam. Tanzania. Malar J. 2008, 7: 20-CrossRefPubMed
33.
go back to reference World Health Organization: Part II. Manual on Practical Entomology in Malaria. 1975, Geneva World Health Organization: Part II. Manual on Practical Entomology in Malaria. 1975, Geneva
34.
go back to reference Mboera LE, Kihonda J, Braks MA, Knols BG: Influence of Centers for Disease Control light trap position, relative to a human-baited bed net, on catches of Anopheles gambiae and Culex quinquefasciatus in Tanzania. Am J Trop Med Hyg. 1998, 59: 595-596.PubMed Mboera LE, Kihonda J, Braks MA, Knols BG: Influence of Centers for Disease Control light trap position, relative to a human-baited bed net, on catches of Anopheles gambiae and Culex quinquefasciatus in Tanzania. Am J Trop Med Hyg. 1998, 59: 595-596.PubMed
35.
go back to reference Govella NJ, Chaki PP, Mpangile JM, Killeen GF: Monitoring mosquitoes in urban Dar es Salaam: evaluation of resting boxes, window exit traps, CDC light traps. Ifakara tent traps and human landing catches. Parasit Vectors. 2011, 4: 40-10.1186/1756-3305-4-40.CrossRefPubMedPubMedCentral Govella NJ, Chaki PP, Mpangile JM, Killeen GF: Monitoring mosquitoes in urban Dar es Salaam: evaluation of resting boxes, window exit traps, CDC light traps. Ifakara tent traps and human landing catches. Parasit Vectors. 2011, 4: 40-10.1186/1756-3305-4-40.CrossRefPubMedPubMedCentral
36.
go back to reference Odetoyinbo JA: Preliminary investigation on the use of a light-trap for sampling malaria vectors in the Gambia. Bull World Health Organ. 1969, 40: 547-560.PubMedPubMedCentral Odetoyinbo JA: Preliminary investigation on the use of a light-trap for sampling malaria vectors in the Gambia. Bull World Health Organ. 1969, 40: 547-560.PubMedPubMedCentral
37.
go back to reference Wirtz RA, Burkot TR, Graves PM, Andre RG: Field evaluation of enzyme-linked immunosorbent assays for Plasmodium falciparum and Plasmodium vivax sporozoites in mosquitoes (Diptera: Culicidae) from Papua New Guinea. J Med Entomol. 1987, 24: 433-437.CrossRefPubMed Wirtz RA, Burkot TR, Graves PM, Andre RG: Field evaluation of enzyme-linked immunosorbent assays for Plasmodium falciparum and Plasmodium vivax sporozoites in mosquitoes (Diptera: Culicidae) from Papua New Guinea. J Med Entomol. 1987, 24: 433-437.CrossRefPubMed
38.
go back to reference Griffin JT, Hollingsworth TD, Okell LC, Churcher TS, White M, Hinsley W, Bousema T, Drakeley CJ, Ferguson NM, Basanez M-G, Ghani AC: Strategies towards Plasmodium falciparum malaria elimination in Africa using currently available tools. PLoS Med. 2010, 6: e20179- Griffin JT, Hollingsworth TD, Okell LC, Churcher TS, White M, Hinsley W, Bousema T, Drakeley CJ, Ferguson NM, Basanez M-G, Ghani AC: Strategies towards Plasmodium falciparum malaria elimination in Africa using currently available tools. PLoS Med. 2010, 6: e20179-
39.
go back to reference Hawley WA, Phillips-Howard PA, ter Kuile FO, Terlouw DJ, Vulule JM, Ombok M, Nahlen BL, Gimnig JE, Kariuki SK, Kolczak MS, Hightower AW: Community-wide effects of permethrin-treated bed nets on child mortality and malaria morbidity in western Kenya. Am J Trop Med Hyg. 2003, 68: 121-127.PubMed Hawley WA, Phillips-Howard PA, ter Kuile FO, Terlouw DJ, Vulule JM, Ombok M, Nahlen BL, Gimnig JE, Kariuki SK, Kolczak MS, Hightower AW: Community-wide effects of permethrin-treated bed nets on child mortality and malaria morbidity in western Kenya. Am J Trop Med Hyg. 2003, 68: 121-127.PubMed
40.
go back to reference Hayes RJ, Bennett S: Simple sample size calculation for cluster-randomized trials. Int J Epidemiol. 1999, 28: 319-326. 10.1093/ije/28.2.319.CrossRefPubMed Hayes RJ, Bennett S: Simple sample size calculation for cluster-randomized trials. Int J Epidemiol. 1999, 28: 319-326. 10.1093/ije/28.2.319.CrossRefPubMed
41.
go back to reference Goldstein H: Multilevel Statistical Models. 2010, London: John Wiley and Sons Ltd, 4CrossRef Goldstein H: Multilevel Statistical Models. 2010, London: John Wiley and Sons Ltd, 4CrossRef
42.
go back to reference Crespi CM, Wong WK, Mishra SI: Using second-order generalized estimating equations to model heterogeneous intraclass correlation in cluster-randomized trials. Stat Med. 2009, 28: 814-827. 10.1002/sim.3518.CrossRefPubMedPubMedCentral Crespi CM, Wong WK, Mishra SI: Using second-order generalized estimating equations to model heterogeneous intraclass correlation in cluster-randomized trials. Stat Med. 2009, 28: 814-827. 10.1002/sim.3518.CrossRefPubMedPubMedCentral
43.
go back to reference World Health Organization: Report of the Seventh WHOPES Working Group Meeting. Review of VectoBac WG, Permanet, Gokilaht-S 5EC. 2004, Geneva: WHO/CDS/WHOPES/2004.8 World Health Organization: Report of the Seventh WHOPES Working Group Meeting. Review of VectoBac WG, Permanet, Gokilaht-S 5EC. 2004, Geneva: WHO/CDS/WHOPES/2004.8
44.
go back to reference Division of Malaria Control: National Malaria Strategy 2009–2017: Towards a Malaria-free Kenya. 2009, Nairobi: Division of Malaria Control; Ministry of Public Health and Sanitation Division of Malaria Control: National Malaria Strategy 2009–2017: Towards a Malaria-free Kenya. 2009, Nairobi: Division of Malaria Control; Ministry of Public Health and Sanitation
45.
go back to reference Okell LC, Ghani AC, Lyons E, Drakeley CJ: Submicroscopic infection in Plasmodium falciparum-endemic populations: a systematic review and meta-analysis. J Infect Dis. 2009, 200: 1509-1517. 10.1086/644781.CrossRefPubMed Okell LC, Ghani AC, Lyons E, Drakeley CJ: Submicroscopic infection in Plasmodium falciparum-endemic populations: a systematic review and meta-analysis. J Infect Dis. 2009, 200: 1509-1517. 10.1086/644781.CrossRefPubMed
46.
go back to reference Stresman GH, Kamanga A, Moono P, Hamapumbu H, Mharakurwa S, Kobayashi T, Moss WJ, Shiff C: A method of active case detection to target reservoirs of asymptomatic malaria and gametocyte carriers in a rural area in Southern Province. Zambia. MalarJ. 2010, 9: 265- Stresman GH, Kamanga A, Moono P, Hamapumbu H, Mharakurwa S, Kobayashi T, Moss WJ, Shiff C: A method of active case detection to target reservoirs of asymptomatic malaria and gametocyte carriers in a rural area in Southern Province. Zambia. MalarJ. 2010, 9: 265-
47.
go back to reference Carter R: Spatial simulation of malaria transmission and its control by malaria transmission blocking vaccination. Int J Parasitol. 2002, 32: 1617-1624. 10.1016/S0020-7519(02)00190-X.CrossRefPubMed Carter R: Spatial simulation of malaria transmission and its control by malaria transmission blocking vaccination. Int J Parasitol. 2002, 32: 1617-1624. 10.1016/S0020-7519(02)00190-X.CrossRefPubMed
48.
go back to reference Killeen GF, Okumu FO, N’Guessan R, Coosemans M, Adeogun A, Awolola S, Etang J, Dabire RK, Corbel V: The importance of considering community-level effects when selecting insecticidal malaria vector products. Parasit Vectors. 2011, 4: 160-10.1186/1756-3305-4-160.CrossRefPubMedPubMedCentral Killeen GF, Okumu FO, N’Guessan R, Coosemans M, Adeogun A, Awolola S, Etang J, Dabire RK, Corbel V: The importance of considering community-level effects when selecting insecticidal malaria vector products. Parasit Vectors. 2011, 4: 160-10.1186/1756-3305-4-160.CrossRefPubMedPubMedCentral
49.
go back to reference Binka FN, Indome F, Smith T: Impact of spatial distribution of permethrin-impregnated bed nets on child mortality in rural northern Ghana. Am J Trop Med Hyg. 1998, 59: 80-85.PubMed Binka FN, Indome F, Smith T: Impact of spatial distribution of permethrin-impregnated bed nets on child mortality in rural northern Ghana. Am J Trop Med Hyg. 1998, 59: 80-85.PubMed
50.
go back to reference Howard SC, Omumbo J, Nevill C, Some ES, Donnelly CA, Snow RW: Evidence for a mass community effect of insecticide-treated bednets on the incidence of malaria on the Kenyan coast. Trans R Soc Trop Med Hyg. 2000, 94: 357-360. 10.1016/S0035-9203(00)90103-2.CrossRefPubMed Howard SC, Omumbo J, Nevill C, Some ES, Donnelly CA, Snow RW: Evidence for a mass community effect of insecticide-treated bednets on the incidence of malaria on the Kenyan coast. Trans R Soc Trop Med Hyg. 2000, 94: 357-360. 10.1016/S0035-9203(00)90103-2.CrossRefPubMed
51.
go back to reference McCall PJ, Mosha FW, Njunwa KJ, Sherlock K: Evidence for memorized site-fidelity in Anopheles arabiensis. Trans R Soc Trop Med Hyg. 2001, 95: 587-590. 10.1016/S0035-9203(01)90087-2.CrossRefPubMed McCall PJ, Mosha FW, Njunwa KJ, Sherlock K: Evidence for memorized site-fidelity in Anopheles arabiensis. Trans R Soc Trop Med Hyg. 2001, 95: 587-590. 10.1016/S0035-9203(01)90087-2.CrossRefPubMed
52.
go back to reference Charlwood JD, Graves PM, Marshall TF: Evidence for a ‘memorized’ home range in Anopheles farauti females from Papua New Guinea. Med Vet Entomol. 1988, 2: 101-108. 10.1111/j.1365-2915.1988.tb00059.x.CrossRefPubMed Charlwood JD, Graves PM, Marshall TF: Evidence for a ‘memorized’ home range in Anopheles farauti females from Papua New Guinea. Med Vet Entomol. 1988, 2: 101-108. 10.1111/j.1365-2915.1988.tb00059.x.CrossRefPubMed
53.
go back to reference Shekalaghe SA, Drakeley C, van den Bosch S, ter Braak R, van den Bijllaardt W, Mwanziva C, Semvua S, Masokoto A, Mosha F, Teelen K, Hermsen R, Okell L, Gosling R, Sauerwein R, Bousema T: A cluster-randomized trial of mass drug administration with a gametocytocidal drug combination to interrupt malaria transmission in a low endemic area in Tanzania. Malar J. 2011, 10: 247-10.1186/1475-2875-10-247.CrossRefPubMedPubMedCentral Shekalaghe SA, Drakeley C, van den Bosch S, ter Braak R, van den Bijllaardt W, Mwanziva C, Semvua S, Masokoto A, Mosha F, Teelen K, Hermsen R, Okell L, Gosling R, Sauerwein R, Bousema T: A cluster-randomized trial of mass drug administration with a gametocytocidal drug combination to interrupt malaria transmission in a low endemic area in Tanzania. Malar J. 2011, 10: 247-10.1186/1475-2875-10-247.CrossRefPubMedPubMedCentral
54.
go back to reference Okell LC, Griffin J, Kleinschmidt I, Hollingsworth TD, Churcher T, White M, Bousema T, Drakeley CJ, Ghani A: The potential contribution of mass treatment to the control of Plasmodium falciparum malaria. PLoS One. 2011, 6: e20179-10.1371/journal.pone.0020179.CrossRefPubMedPubMedCentral Okell LC, Griffin J, Kleinschmidt I, Hollingsworth TD, Churcher T, White M, Bousema T, Drakeley CJ, Ghani A: The potential contribution of mass treatment to the control of Plasmodium falciparum malaria. PLoS One. 2011, 6: e20179-10.1371/journal.pone.0020179.CrossRefPubMedPubMedCentral
55.
go back to reference Fillinger U, Ndenga B, Githeko A, Lindsay SW: Integrated malaria vector control with microbial larvicides and insecticide-treated nets in western Kenya: a controlled trial. Bull World Health Organ. 2009, 87: 655-665. 10.2471/BLT.08.055632.CrossRefPubMedPubMedCentral Fillinger U, Ndenga B, Githeko A, Lindsay SW: Integrated malaria vector control with microbial larvicides and insecticide-treated nets in western Kenya: a controlled trial. Bull World Health Organ. 2009, 87: 655-665. 10.2471/BLT.08.055632.CrossRefPubMedPubMedCentral
56.
go back to reference Fillinger U, Sonye G, Killeen GF, Knols BG, Becker N: The practical importance of permanent and semipermanent habitats for controlling aquatic stages of Anopheles gambiae sensu lato mosquitoes: operational observations from a rural town in western Kenya. Trop Med Int Health. 2004, 9: 1274-1289. 10.1111/j.1365-3156.2004.01335.x.CrossRefPubMed Fillinger U, Sonye G, Killeen GF, Knols BG, Becker N: The practical importance of permanent and semipermanent habitats for controlling aquatic stages of Anopheles gambiae sensu lato mosquitoes: operational observations from a rural town in western Kenya. Trop Med Int Health. 2004, 9: 1274-1289. 10.1111/j.1365-3156.2004.01335.x.CrossRefPubMed
57.
go back to reference Geissbühler Y, Kannady K, Chaki PP, Emidi B, Govella NJ, Mayagaya V, Kiama M, Mtasiwa D, Mshinda H, Lindsay SW, Tanner M, Fillinger U, de Castro MC, Killeen GF: Microbial larvicide application by a large-scale, community-based program reduces malaria infection prevalence in urban Dar es Salaam. Tanzania. PLoS One. 2009, 4: e5107-10.1371/journal.pone.0005107.CrossRefPubMed Geissbühler Y, Kannady K, Chaki PP, Emidi B, Govella NJ, Mayagaya V, Kiama M, Mtasiwa D, Mshinda H, Lindsay SW, Tanner M, Fillinger U, de Castro MC, Killeen GF: Microbial larvicide application by a large-scale, community-based program reduces malaria infection prevalence in urban Dar es Salaam. Tanzania. PLoS One. 2009, 4: e5107-10.1371/journal.pone.0005107.CrossRefPubMed
Metadata
Title
The impact of hotspot-targeted interventions on malaria transmission: study protocol for a cluster-randomized controlled trial
Authors
Teun Bousema
Jennifer Stevenson
Amrish Baidjoe
Gillian Stresman
Jamie T Griffin
Immo Kleinschmidt
Edmond J Remarque
John Vulule
Nabie Bayoh
Kayla Laserson
Meghna Desai
Robert Sauerwein
Chris Drakeley
Jonathan Cox
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Trials / Issue 1/2013
Electronic ISSN: 1745-6215
DOI
https://doi.org/10.1186/1745-6215-14-36

Other articles of this Issue 1/2013

Trials 1/2013 Go to the issue