Surveillance and response for high-risk populations: what can malaria elimination programmes learn from the experience of HIV?

Jerry O Jacobson, Carmen Cueto, Jennifer L Smith, Jimee Hwang, Roly Gosling, Adam Bennett, Jerry O Jacobson, Carmen Cueto, Jennifer L Smith, Jimee Hwang, Roly Gosling, Adam Bennett

Abstract

To eliminate malaria, malaria programmes need to develop new strategies for surveillance and response appropriate for the changing epidemiology that accompanies transmission decline, in which transmission is increasingly driven by population subgroups whose behaviours place them at increased exposure. Conventional tools of malaria surveillance and response are likely not sufficient in many elimination settings for accessing high-risk population subgroups, such as mobile and migrant populations (MMPs), given their greater likelihood of asymptomatic infections, illegal risk behaviours, limited access to public health facilities, and high mobility including extended periods travelling away from home. More adaptive, targeted strategies are needed to monitor transmission and intervention coverage effectively in these groups. Much can be learned from HIV programmes' experience with "second generation surveillance", including how to rapidly adapt surveillance and response strategies to changing transmission patterns, biological and behavioural surveys that utilize targeted sampling methods for specific behavioural subgroups, and methods for population size estimation. This paper reviews the strategies employed effectively for HIV programmes and offers considerations and recommendations for adapting them to the malaria elimination context.

Keywords: HIV; High risk populations; Malaria; Surveillance.

Figures

Fig. 1
Fig. 1
Principles of Second Generation Surveillance for HIV. Adapted from [48]
Fig. 2
Fig. 2
HIV and malaria surveillance activities for high-risk populations. Adapted from [49]; gen. pop., general population; STI, sexually transmitted infections
Fig. 3
Fig. 3
Surveillance cycle for targeting risk populations for malaria
Fig. 4
Fig. 4
Aims for field assessment for planning targeted studies
Fig. 5
Fig. 5
Flow diagram for selecting sampling methods for surveys in high-risk populations
Fig. 6
Fig. 6
Potential sources of social fragmentation among MMPs. Adapted from [77]
Fig. 7
Fig. 7
Lessons learned for peer-driven interventions

References

    1. Cotter C, Sturrock HJW, Hsiang MS, Liu J, Phillips AA, Hwang J, et al. The changing epidemiology of malaria elimination: new strategies for new challenges. Lancet. 2013;382:900–911. doi: 10.1016/S0140-6736(13)60310-4.
    1. Sturrock HJ, Hsiang MS, Cohen JM, Smith DL, Greenhouse B, Bousema T, et al. Targeting asymptomatic malaria infections: active surveillance in control and elimination. PLoS Med. 2013;10:e1001467. doi: 10.1371/journal.pmed.1001467.
    1. Yangzom T, Gueye CS, Namgay R, Galappaththy GN, Thimasarn K, Gosling R, et al. Malaria control in Bhutan: case study of a country embarking on elimination. Malar J. 2012;11:9. doi: 10.1186/1475-2875-11-9.
    1. Barbieri AF, Sawyer DO. Heterogeneity of malaria prevalence in alluvial gold mining areas in Northern Mato Grosso State, Brazil. Cad Saude Publica. 2007;23:2878–2886. doi: 10.1590/S0102-311X2007001200009.
    1. Dysoley L, Kaneko A, Eto H, Mita T, Socheat D, Börkman A, et al. Changing patterns of forest malaria among the mobile adult male population in Chumkiri District, Cambodia. Acta Trop. 2008;106:207–212. doi: 10.1016/j.actatropica.2007.01.007.
    1. Grietens KP, Xuan XN, Van Bortel W, Duc TN, Ribera JM, Nhat TB, et al. Low perception of malaria risk among the Ra-glai ethnic minority in south-central Vietnam: implications for forest malaria control. Malar J. 2010;9:23. doi: 10.1186/1475-2875-9-23.
    1. Moreno J, Rubio-Palis Y, Páez E, Pérez E, Sánchez V. Abundance, biting behaviour and parous rate of anopheline mosquito species in relation to malaria incidence in gold-mining areas of southern Venezuela. Med Vet Entomol. 2007;21:339–349. doi: 10.1111/j.1365-2915.2007.00704.x.
    1. Dharmawardena P, Premaratne RG, de AW Gunasekera WKT, Hewawitarane M, Mendis K, Fernando D. Characterization of imported malaria, the largest threat to sustained malaria elimination from Sri Lanka. Malar J. 2015;14:177. doi: 10.1186/s12936-015-0697-0.
    1. Pindolia DK, Garcia AJ, Wesolowski A, Smith DL, Buckee CO, Noor AM, et al. Human movement data for malaria control and elimination strategic planning. Malar J. 2012;11:205. doi: 10.1186/1475-2875-11-205.
    1. Wangdi K, Gatton ML, Kelly GC, Clements AC. Cross-border malaria: a major obstacle for malaria elimination. Adv Parasitol. 2015;89:79–107. doi: 10.1016/bs.apar.2015.04.002.
    1. Macauley C. Aggressive active case detection: a malaria control strategy based on the Brazilian model. Soc Sci Med. 2005;60:563–573. doi: 10.1016/j.socscimed.2004.05.025.
    1. Alves FP, Durlacher RR, Menezes MJ, Krieger H, Silva LHP, Camargo EP. High prevalence of asymptomatic Plasmodium vivax and Plasmodium falciparum infections in native Amazonian populations. Am J Trop Med Hyg. 2002;66:641–648.
    1. Pinto J, Sousa CA, Gil V, Ferreira C, Gonçalves L, Lopes D, et al. Malaria in Sao Tomé and Prıncipe: parasite prevalences and vector densities. Acta Trop. 2000;76:185–193. doi: 10.1016/S0001-706X(00)00100-5.
    1. Park CG, Chwae Y-J, Kim J-I, Lee J-H, Hur GM, Jeon BH, et al. Serologic responses of Korean soldiers serving in malaria-endemic areas during a recent outbreak of Plasmodium vivax. Am J Trop Med Hyg. 2000;62:720–725.
    1. Laishram DD, Sutton PL, Nanda N, Sharma VL, Sobti RC, Carlton JM, et al. The complexities of malaria disease manifestations with a focus on asymptomatic malaria. Malar J. 2012;11:29. doi: 10.1186/1475-2875-11-29.
    1. WHO . Disease surveillance for malaria elimination: an operational manual. Geneva: World Health Organization; 2012.
    1. Joint United Nations Program on HIV/AIDS. Global report: UNAIDS report on the global AIDS epidemic 2013; 2013.
    1. Magnani R, Sabin K, Saidel T, Heckathorn D. Review of sampling hard-to-reach and hidden populations for HIV surveillance. AIDS. 2005;19:S67. doi: 10.1097/01.aids.0000172879.20628.e1.
    1. Heckathorn D. Respondent-driven sampling: a new approach to the study of hidden populations. Soc Probl. 1997;44:174–199. doi: 10.2307/3096941.
    1. Kevin Baird J. Malaria caused by Plasmodium vivax: recurrent, difficult to treat, disabling, and threatening to life—averting the infectious bite preempts these hazards. Pathog Glob Health. 2013;107:475–479. doi: 10.1179/2047772413Z.000000000179.
    1. Mishra S, Pickles M, Blanchard JF, Moses S, Boily M-C. Distinguishing sources of HIV transmission from the distribution of newly acquired HIV infections: why is it important for HIV prevention planning? Sex Transm Infect. 2014;90:19–25. doi: 10.1136/sextrans-2013-051250.
    1. WHO, Joint United Nations Programme on HIV/AIDS . Guidelines on surveillance among populations most at risk for HIV. Geneva: World Health Organization; 2011.
    1. Killeen GF. Characterizing, controlling and eliminating residual malaria transmission. Malar J. 2014;13:330. doi: 10.1186/1475-2875-13-330.
    1. Monroe A, Asamoah O, Lam Y, Koenker H, Psychas P, Lynch M, et al. Outdoor-sleeping and other night-time activities in northern Ghana: implications for residual transmission and malaria prevention. Malar J. 2015;14:35. doi: 10.1186/s12936-015-0543-4.
    1. Moiroux N, Gomez MB, Pennetier C, Elanga E, Djenontin A, Chandre F, et al. Changes in Anopheles funestus biting behavior following universal coverage of long-lasting insecticidal nets in Benin. J Infect Dis. 2012;206:1622–1629. doi: 10.1093/infdis/jis565.
    1. Padonou GG, Gbedjissi G, Yadouleton A, Azondekon R, Razack O, Oussou O, et al. Decreased proportions of indoor feeding and endophily in Anopheles gambiae s.l. populations following the indoor residual spraying and insecticide-treated net interventions in Benin (West Africa) Parasit Vectors. 2012;5:262. doi: 10.1186/1756-3305-5-262.
    1. Meyers JI, Pathikonda S, Popkin-Hall ZR, Medeiros MC, Fuseini G, Matias A, et al. Increasing outdoor host-seeking in Anopheles gambiae over 6 years of vector control on Bioko Island. Malar J. 2016;15:239. doi: 10.1186/s12936-016-1286-6.
    1. Sinka ME, Golding N, Massey NC, Wiebe A, Huang Z, Hay SI, et al. Modelling the relative abundance of the primary African vectors of malaria before and after the implementation of indoor, insecticide-based vector control. Malar J. 2016;15:142. doi: 10.1186/s12936-016-1187-8.
    1. Hii J, Rueda LM. Malaria vectors in the Greater Mekong Subregion: overview of malaria vectors and remaining challenges. Southeast Asian J Trop Med Public Health. 2013;44(Suppl 1):73–165.
    1. Van Bortel W, Trung HD, le Hoi X, Van Ham N, Van Chut N, Luu ND, et al. Malaria transmission and vector behaviour in a forested malaria focus in central Vietnam and the implications for vector control. Malar J. 2010;9:373. doi: 10.1186/1475-2875-9-373.
    1. Newby G, Bennett A, Larson E, Cotter C, Shretta R, Phillips A, et al. The path to eradication: a progress report on the malaria-eliminating countries. Lancet. 2016;387:1775–1784. doi: 10.1016/S0140-6736(16)00230-0.
    1. Tangena JA, Thammavong P, Wilson AL, Brey PT, Lindsay SW. Risk and control of mosquito-borne diseases in Southeast Asian rubber plantations. Trends Parasitol. 2016;32:402–415. doi: 10.1016/j.pt.2016.01.009.
    1. Grietens KP, Gryseels C, Dierickx S, Bannister-Tyrrell M, Trienekens S, Uk S, et al. Characterizing types of human mobility to inform differential and targeted malaria elimination strategies in Northeast Cambodia. Sci Rep. 2015;5:16837. doi: 10.1038/srep16837.
    1. Schicker RS, Hiruy N, Melak B, Gelaye W, Bezabih B, Stephenson R, et al. A venue-based survey of malaria, anemia and mobility patterns among migrant farm workers in Amhara Region, Ethiopia. PLoS ONE. 2015;10:e0143829. doi: 10.1371/journal.pone.0143829.
    1. Sturrock HJ, Roberts KW, Wegbreit J, Ohrt C, Gosling RD. Tackling imported malaria: an elimination endgame. Am J Trop Med Hyg. 2015;93:139–144. doi: 10.4269/ajtmh.14-0256.
    1. Deane KD, Parkhurst JO, Johnston D. Linking migration, mobility and HIV. Trop Med Int Health. 2010;15:1458–1463. doi: 10.1111/j.1365-3156.2010.02647.x.
    1. Lederman ER, Sutanto I, Wibudi A, Ratulangie L, Rudiansyah I, Fatmi A, et al. Imported malaria in Jakarta, Indonesia: passive surveillance of returned travelers and military members postdeployment. J Travel Med. 2006;13:153–160. doi: 10.1111/j.1708-8305.2006.00034.x.
    1. Lansang MAD, Belizario V, Bustos M, Saul A, Aguirre A. Risk factors for infection with malaria in a low endemic community in Bataan, the Philippines. Acta Trop. 1997;63:257–265. doi: 10.1016/S0001-706X(96)00625-0.
    1. Ministry of Health Philippines, WHO, University of California . Eliminating malaria: case-study 6—progress towards subnational elimination in the Philippines. Geneva: World Health Organization; 2014.
    1. Kaur G. Malaria endemicity in an Orang Asli community in Pahang, Malaysia. Trop Biomed. 2009;26:57–66.
    1. Edwards HM, Canavati SE, Rang C, Ly P, Sovannaroth S, Canier L, et al. Novel cross-border approaches to optimise identification of asymptomatic and artemisinin-resistant Plasmodium infection in mobile populations crossing Cambodian Borders. PLoS ONE. 2015;10:e0124300. doi: 10.1371/journal.pone.0124300.
    1. Carrara VI, Sirilak S, Thonglairuam J, Rojanawatsirivet C, Proux S, Gilbos V, et al. Deployment of early diagnosis and mefloquine–artesunate treatment of falciparum malaria in Thailand: the Tak Malaria Initiative. PLoS Med. 2006;3:e183. doi: 10.1371/journal.pmed.0030183.
    1. Khamsiriwatchara A, Wangroongsarb P, Thwing J, Eliades J, Satimai W, Delacollette C, et al. Respondent-driven sampling on the Thailand–Cambodia border. I. Can malaria cases be contained in mobile migrant workers. Malar J. 2011;10:120. doi: 10.1186/1475-2875-10-120.
    1. Wangroongsarb P, Satimai W, Khamsiriwatchara A, Thwing J, Eliades JM, Kaewkungwal J, et al. Respondent-driven sampling on the Thailand–Cambodia border. II. Knowledge, perception, practice and treatment-seeking behaviour of migrants in malaria endemic zones. Malar J. 2011;10:117. doi: 10.1186/1475-2875-10-117.
    1. Koita K, Novotny J, Kunene S, Zulu Z, Ntshalintshali N, Gandhi M, et al. Targeting imported malaria through social networks: a potential strategy for malaria elimination in Swaziland. Malar J. 2013;12:219. doi: 10.1186/1475-2875-12-219.
    1. Carrara VI, Lwin KM, Phyo AP, Ashley E, Wiladphaingern J, Sriprawat K, et al. Malaria burden and artemisinin resistance in the mobile and migrant population on the Thai–Myanmar border, 1999–2011: an observational study. PLoS Med. 2013;10:e1001398. doi: 10.1371/journal.pmed.1001398.
    1. Rehle T, Lazzari S, Dallabetta G, Asamoah-Odei E. Second-generation HIV surveillance: better data for decision-making. Bull World Health Organ. 2004;82:121–127.
    1. WHO, Joint United Nations Programme on HIV/AIDS . Guidelines for Second Generation HIV Surveillance. Geneva: World Health Organization; 2000.
    1. WHO, Joint United Nations Programme on HIV/AIDS . Guidelines for second generation HIV surveillance: an update: know your epidemic. Geneva: World Health Organization; 2013.
    1. WHO, Joint United Nations Programme on HIV/AIDS . Guidelines on estimating the size of populations most at risk to HIV. Geneva: World Health Organization; 2010.
    1. Ghys PD, Jenkins C, Pisani E. HIV surveillance among female sex workers. AIDS. 2001;15:S33–S40. doi: 10.1097/00002030-200104003-00005.
    1. WHO, Joint United Nations Programme on HIV/AIDS . The pre-surveillance assessment: guidelines for planning serosurveillance of HIV, prevalence of sexually transmitted infections and the behavioural components of second generation surveillance of HIV. Geneva: World Health Organization; 2005.
    1. Rutherford GW, McFarland W, Spindler H, White K, Patel SV, Aberle-Grasse J, et al. Public health triangulation: approach and application to synthesizing data to understand national and local HIV epidemics. BMC Public Health. 2010;10:447. doi: 10.1186/1471-2458-10-447.
    1. Whitmore SK, Zaidi IF, Dean HD. The integrated epidemiologic profile: using multiple data sources in developing profiles to inform HIV prevention and care planning. AIDS Educ Prev. 2005;17:3. doi: 10.1521/aeap.2005.17.Supplement_B.3.
    1. Steen R, Hontelez JA, Veraart A, White RG, de Vlas SJ. Looking upstream to prevent HIV transmission: can interventions with sex workers alter the course of HIV epidemics in Africa as they did in Asia? AIDS. 2014;28:891–899. doi: 10.1097/QAD.0000000000000176.
    1. Boily M-C, Pickles M, Alary M, Baral S, Blanchard J, Moses S, et al. What really is a concentrated HIV epidemic and what does it mean for West and Central Africa? Insights from mathematical modeling. J Acquir Immune Defic Syndr. 2015;68:S74–S82. doi: 10.1097/QAI.0000000000000437.
    1. Fernando SD, Dharmawardana P, Semege S, Epasinghe G, Senanayake N, Rodrigo C, et al. The risk of imported malaria in security forces personnel returning from overseas missions in the context of prevention of re-introduction of malaria to Sri Lanka. Malar J. 2016;15:144. doi: 10.1186/s12936-016-1204-y.
    1. van Eijk AM, Hill J, Noor AM, Snow RW, ter Kuile FO. Prevalence of malaria infection in pregnant women compared with children for tracking malaria transmission in sub-Saharan Africa: a systematic review and meta-analysis. Lancet Global Health. 2015;3:e617–e628. doi: 10.1016/S2214-109X(15)00049-2.
    1. Johnston LG, Whitehead S, Simic-Lawson M, Kendall C. Formative research to optimize respondent-driven sampling surveys among hard-to-reach populations in HIV behavioral and biological surveillance: lessons learned from four case studies. AIDS Care. 2010;22:784–792. doi: 10.1080/09540120903373557.
    1. Guyant P, Canavati SE, Chea N, Ly P, Whittaker MA, Roca-Feltrer A, et al. Malaria and the mobile and migrant population in Cambodia: a population movement framework to inform strategies for malaria control and elimination. Malar J. 2015;14:252. doi: 10.1186/s12936-015-0773-5.
    1. WHO . Decision-tree framework for selecting study methods for malaria interventions in mobile and migrant populations. Geneva: World Health Organization; 2015.
    1. Yukich JO, Taylor C, Eisele TP, Reithinger R, Nauhassenay H, Berhane Y, et al. Travel history and malaria infection risk in a low-transmission setting in Ethiopia: a case control study. Malar J. 2013;12:33. doi: 10.1186/1475-2875-12-33.
    1. Alexander N, Rodríguez M, Pérez L, Caicedo JC, Cruz J, Prieto G, et al. Case-control study of mosquito nets against malaria in the Amazon region of Colombia. Am J Trop Med Hyg. 2005;73:140–148.
    1. Osorio L, Todd J, Bradley DJ. Travel histories as risk factors in the analysis of urban malaria in Colombia. Am J Trop Med Hyg. 2004;71:380–386.
    1. Lynch CA, Bruce J, Bhasin A, Roper C, Cox J, Abeku TA. Association between recent internal travel and malaria in Ugandan highland and highland fringe areas. Trop Med Int Health. 2015;20:773–780. doi: 10.1111/tmi.12480.
    1. Robertson SE, Valadez JJ. Global review of health care surveys using lot quality assurance sampling (LQAS), 1984–2004. Soc Sci Med. 2006;63:1648–1660. doi: 10.1016/j.socscimed.2006.04.011.
    1. Paz-Bailey G, Miller W, Shiraishi RW, Jacobson JO, Abimbola TO, Chen SY. Reaching men who have sex with men: a comparison of respondent-driven sampling and time-location sampling in Guatemala City. AIDS Behav. 2013;17:3081–3090. doi: 10.1007/s10461-013-0589-7.
    1. Kendall C, Kerr LR, Gondim RC, Werneck GL, Macena RHM, Pontes MK, et al. An empirical comparison of respondent-driven sampling, time location sampling, and snowball sampling for behavioral surveillance in men who have sex with men, Fortaleza, Brazil. AIDS Behav. 2008;12:97–104. doi: 10.1007/s10461-008-9390-4.
    1. Raymond HF, Rebchook G, Curotto A, Vaudrey J, Amsden M, Levine D, et al. Comparing internet-based and venue-based methods to sample MSM in the San Francisco Bay Area. AIDS Behav. 2010;14:218–224. doi: 10.1007/s10461-009-9521-6.
    1. Jacobson JO, Cueto C, Smith J, Mumbengegwi D, Roberts K, Sturrock H, et al. Evaluating high-risk venue-based malaria surveillance using time-location sampling in Namibia. In: American Society for Tropical Medicine & Hygiene; Philadelphia. Abstract; 2015.
    1. Toledo L, Codeco CT, Bertoni N, Albuquerque E, Malta M, Bastos FI. Putting respondent-driven sampling on the map: insights from Rio de Janeiro, Brazil. J Acquir Immune Defic Syndr. 2011;57:S136. doi: 10.1097/QAI.0b013e31821e9981.
    1. McCreesh N, Johnston LG, Copas A, Sonnenberg P, Seeley J, Hayes RJ, et al. Evaluation of the role of location and distance in recruitment in respondent-driven sampling. Int J Health Geogr. 2011;10:56. doi: 10.1186/1476-072X-10-56.
    1. Silva-Santisteban A, Raymond HF, Salazar X, Villayzan J, Leon S, McFarland W, et al. Understanding the HIV/AIDS epidemic in transgender women of Lima, Peru: results from a sero-epidemiologic study using respondent driven sampling. AIDS Behav. 2012;16:872–881. doi: 10.1007/s10461-011-0053-5.
    1. Kerr LR, Mota RS, Kendall C, Pinho AdA, Mello MB, Guimaraes MD, et al. HIV among MSM in a large middle-income country. AIDS. 2013;27:427–435. doi: 10.1097/QAD.0b013e32835ad504.
    1. Tyldum G, Johnston L. Applying respondent driven sampling to migrant populations: lessons from the field. Basingstoke: Palgrave Macmillan; 2014.
    1. Gile KJ, Johnston LG, Salganik MJ. Diagnostics for respondent-driven sampling. J R Stat Soc Ser A Stat Soc. 2015;178:241–269. doi: 10.1111/rssa.12059.
    1. Johnston LG, Chen Y-H, Silva-Santisteban A, Raymond HF. An empirical examination of respondent driven sampling design effects among HIV risk groups from studies conducted around the world. AIDS Behav. 2013;17:2202–2210. doi: 10.1007/s10461-012-0394-8.
    1. Gile KJ, Handcock MS. Respondent-driven sampling: an assessment of current methodology. Sociol Methodol. 2010;40:285–327. doi: 10.1111/j.1467-9531.2010.01223.x.
    1. Handcock MS, Fellows IE, Gile KJ. RDS analyst: software for the analysis of respondent-driven sampling data, version 0.42. 2014. .
    1. Zhang D, Lv F, Wang L, Sun L, Zhou J, Su W, et al. Estimating the population of female sex workers in two Chinese cities on the basis of the HIV/AIDS behavioural surveillance approach combined with a multiplier method. Sex Transm Infect. 2007;83:228–231. doi: 10.1136/sti.2006.022194.
    1. Johnston LG, Prybylski D, Raymond HF, Mirzazadeh A, Manopaiboon C, McFarland W. Incorporating the service multiplier method in respondent-driven sampling surveys to estimate the size of hidden and hard-to-reach populations: case studies from around the world. Sex Transm Infect. 2013;40:304–310. doi: 10.1097/OLQ.0b013e31827fd650.
    1. Paz-Bailey G, Jacobson J, Guardado M, Hernandez F, Nieto A, Estrada M, et al. How many men who have sex with men and female sex workers live in El Salvador? Using respondent-driven sampling and capture–recapture to estimate population sizes. Sex Transm Infect. 2011;87:279–282. doi: 10.1136/sti.2010.045633.
    1. Quaye S, Raymond HF, Atuahene K, Amenyah R, Aberle-Grasse J, McFarland W, et al. Critique and lessons learned from using multiple methods to estimate population size of men who have sex with men in Ghana. AIDS Behav. 2015;19:16–23. doi: 10.1007/s10461-014-0943-4.
    1. Kelly GC, Tanner M, Vallely A, Clements A. Malaria elimination: moving forward with spatial decision support systems. Trends Parasitol. 2012;28:297–304. doi: 10.1016/j.pt.2012.04.002.
    1. Hustedt J, Canavati SE, Rang C, Ashton RA, Khim N, Berne L, et al. Reactive case-detection of malaria in Pailin Province, Western Cambodia: lessons from a year-long evaluation in a pre-elimination setting. Malar J. 2016;15:132. doi: 10.1186/s12936-016-1191-z.
    1. van Eijk AM, Ramanathapuram L, Sutton PL, Kanagaraj D, Sri Lakshmi Priya G, Ravishankaran S, et al. What is the value of reactive case detection in malaria control? A case-study in India and a systematic review. Malar J. 2016;15:67. doi: 10.1186/s12936-016-1120-1.
    1. Smith Gueye C, Sanders KC, Galappaththy GN, Rundi C, Tobgay T, Sovannaroth S, et al. Active case detection for malaria elimination: a survey among Asia Pacific countries. Malar J. 2013;12:258. doi: 10.1186/1475-2875-12-358.
    1. Rosenberg NE, Pettifor AE, Bonogwe N, Mapanje C, Rutstein SE, Ward M, et al. STI patients are effective recruiters of undiagnosed cases of HIV: results of a social contact recruitment study in Malawi. J Acquir Immune Defic Syndr. 2014;65:e162–e169. doi: 10.1097/QAI.0000000000000066.
    1. Kimbrough LW, Fisher HE, Jones KT, Johnson W, Thadiparthi S, Dooley S. Accessing social networks with high rates of undiagnosed HIV infection: the social networks demonstration project. Am J Public Health. 2009;99:1093–1099. doi: 10.2105/AJPH.2008.139329.
    1. Gouws E, Cuchi P. Focusing the HIV response through estimating the major modes of HIV transmission: a multi-country analysis. Sex Transm Infect. 2012;88:i76–i85. doi: 10.1136/sextrans-2012-050719.
    1. Brown T, Bao L, Raftery AE, Salomon JA, Baggaley RF, Stover J, et al. Modelling HIV epidemics in the antiretroviral era: the UNAIDS Estimation and Projection package 2009. Sex Transm Infect. 2010;86(Suppl 2):ii3–10. doi: 10.1136/sti.2010.044784.
    1. Stover J, Andreev K, Slaymaker E, Gopalappa C, Sabin K, Velasquez C, et al. Updates to the Spectrum model to estimate key HIV indicators for adults and children. AIDS. 2014;28:S427–S434. doi: 10.1097/QAD.0000000000000483.
    1. Griffin JT, Hollingsworth TD, Okell LC, Churcher TS, White M, Hinsley W, et al. Reducing Plasmodium falciparum malaria transmission in Africa: a model-based evaluation of intervention strategies. PLoS Med. 2010;7:e1000324. doi: 10.1371/journal.pmed.1000324.
    1. Bertozzi SM, Laga M, Bautista-Arredondo S, Coutinho A. Making HIV prevention programmes work. Lancet. 2008;372:831–844. doi: 10.1016/S0140-6736(08)60889-2.
    1. The MEASURE Project . The priorities for local AIDS control efforts (PLACE) manual. Chapel Hill: Carolina Population Center, University of North Carolina at Chapel Hill; 2004.
    1. Weir SS, Pailman C, Mahlalela X, Coetzee N, Meidany F, Boerma JT. From people to places: focusing AIDS prevention efforts where it matters most. AIDS. 2003;17:895–903. doi: 10.1097/00002030-200304110-00015.
    1. Heckathorn DD, Broadhead RS, Anthony DL, Weakliem DL. AIDS and social networks: HIV prevention through network mobilization. Sociol Focus. 1999;32:159–179. doi: 10.1080/00380237.1999.10571133.
    1. Broadhead RS, Heckathorn DD, Grund JP, Stern LS, Anthony DL. Drug users versus outreach workers in combating AIDS: preliminary results of a peer-driven intervention. J Drug Issues. 1995;25:531–564. doi: 10.1177/002204269502500303.
    1. Broadhead RS, Heckathorn DD, Weakliem DL, Anthony DL, Madray H, Mills RJ, et al. Harnessing peer networks as an instrument for AIDS prevention: results from a peer-driven intervention. Public Health Rep. 1998;113:42–57.
    1. Kim DA, Hwong AR, Stafford D, Hughes DA, O’Malley AJ, Fowler JH, et al. Social network targeting to maximise population behaviour change: a cluster randomised controlled trial. Lancet. 2015;386:145–153. doi: 10.1016/S0140-6736(15)60095-2.
    1. Yan H, Zhang R, Wei C, Li J, Xu J, Yang H, et al. A peer-led, community-based rapid HIV testing intervention among untested men who have sex with men in China: an operational model for expansion of HIV testing and linkage to care. Sex Transm Infect. 2014;90:388–393. doi: 10.1136/sextrans-2013-051397.
    1. Smyrnov P, Broadhead RS, Datsenko O, Matiyash O. Rejuvenating harm reduction projects for injection drug users: Ukraine’s nationwide introduction of peer-driven interventions. Int J Drug Policy. 2012;23:141–147. doi: 10.1016/j.drugpo.2012.01.001.
    1. Ramos RL, Green NL, Shulman LC. Pasa la Voz: using peer driven interventions to increase Latinas’ access to and utilization of HIV prevention and testing services. J Health Care Poor Underserved. 2009;20:29–35. doi: 10.1353/hpu.0.0124.
    1. Broadhead RS, Volkanevsky VL, Rydanova T, Ryabkova M, Borch C, van Hulst Y, et al. Peer-driven HIV interventions for drug injectors in Russia: first year impact results of a field experiment. Int J Drug Policy. 2006;17:379–392. doi: 10.1016/j.drugpo.2006.06.001.
    1. Broadhead RS, Hammett TM, Kling R, Ngu D, Liu W, Chen Y, et al. Peer-driven interventions in Vietnam and China to prevent HIV: a pilot study targeting injection drug users. J Drug Issues. 2009;22:829–850. doi: 10.1177/002204260903900403.
    1. Tobgay T, Torres CE, Na-Bangchang K. Malaria prevention and control in Bhutan: successes and challenges. Acta Trop. 2011;117:225–228. doi: 10.1016/j.actatropica.2010.11.008.
    1. Gryseels C, Peeters Grietens K, Dierickx S, Xuan XN, Uk S, Bannister-Tyrrell M, et al. High mobility and low use of malaria preventive measures among the Jarai male youth along the Cambodia-Vietnam border. Am J Trop Med Hyg. 2015;93:810–818. doi: 10.4269/ajtmh.15-0259.
    1. Ministry of Health Malaysia, WHO, University of California . Eliminating malaria: case-study 8—progress towards elimination in Malaysia. Geneva: World Health Organization; 2015.
    1. William T, Menon J. A review of malaria research in Malaysia. Med J Malaysia. 2014;69:82–87.
    1. Ministry of Health Sri Lanka, WHO, University of California . Eliminating malaria: case-sudy 3—progress towards elimination in Sri Lanka. Geneva: World Health Organization; 2012.
    1. Wangroongsarb P, Sudathip P, Satimai W. Characteristics and malaria prevalence of migrant populations in malaria-endemic areas along the Thai-Cambodian border. Southeast Asian J Trop Med Public Health. 2012;43:261–269.
    1. Bhumiratana A, Sorosjinda-Nunthawarasilp P, Kaewwaen W, Maneekan P, Pimnon S. Malaria-associated rubber plantations in Thailand. Travel Med Infect Dis. 2013;11:37–50. doi: 10.1016/j.tmaid.2012.11.002.
    1. Pattanasin S, Satitvipawee P, Wongklang W, Viwatwongkasem C, Bhumiratana A, Soontornpipit P, et al. Risk factors for malaria infection among rubber tappers living in a malaria control program area in Southern Thailand. Southeast Asian J Trop Med Public Health. 2012;43:1313.
    1. Erhart A, Ngo DT, Phan VK, Ta TT, Van Overmeir C, Speybroeck N, et al. Epidemiology of forest malaria in central Vietnam: a large scale cross-sectional survey. Malar J. 2005;4:58. doi: 10.1186/1475-2875-4-58.
    1. Liu Y, Hsiang MS, Zhou H, Wang W, Cao Y, Gosling RD, et al. Malaria in overseas labourers returning to China: an analysis of imported malaria in Jiangsu Province, 2001–2011. Malar J. 2014;13:29. doi: 10.1186/1475-2875-13-29.
    1. Xia Z, Yang M, Zhou S. [Malaria situation in the People’s Republic of China in 2011] (in Chinese) Zhongguo Ji Sheng Chong Xue Yu Ji Sheng Chong Bing Za Zhi. 2012;30:419–422.
    1. Li Z, Yang Y, Xiao N, Zhou S, Lin K, Wang D, et al. Malaria imported from Ghana by returning gold miners, China, 2013. Emerg Infect Dis. 2015;21:864. doi: 10.3201/eid2105.141712.
    1. Yin JH, Yang MN, Zhou SS, Wang Y, Feng J, Xia ZG. Changing malaria transmission and implications in China towards National Malaria Elimination Programme between 2010 and 2012. PLoS ONE. 2013;8:e74228. doi: 10.1371/journal.pone.0074228.
    1. Fighting malaria and TB in DPR Korea—a partnership approach. .
    1. Barbieri AF, Sawyer IO, Soares-Filho BS. Population and land use effects on malaria prevalence in the Southern Brazilian Amazon. Hum Ecol. 2005;33:847–874. doi: 10.1007/s10745-005-8213-8.
    1. Spencer BR. Gold mining and malaria in the Brazilian Amazon. Master’s Thesis, New Haven: Yale University; 1996.
    1. Vosti SA. Malaria among gold miners in southern Para, Brazil: estimates of determinants and individual costs. Soc Sci Med. 1990;30:1097–1105. doi: 10.1016/0277-9536(90)90296-5.
    1. de Andrade ALS, Martelli CM, Oliveira RM, Arias JR, Zicker F, Pang L. High prevalence of asymptomatic malaria in gold mining areas in Brazil. Clin Infect Dis. 1995;20:475. doi: 10.1093/clinids/20.2.475.
    1. Adhin MR, Labadie-Bracho M, Vreden S. Gold mining areas in Suriname: reservoirs of malaria resistance? Infect Drug Resist. 2014;7:111–116. doi: 10.2147/IDR.S60906.
    1. Venezuela: illegal mining and the resurgence of malaria. .
    1. The malaria mines of Venezuela. .
    1. Bashawri LA, Mandil AM, Bahnassy AA, Al-Shamsi MA, Bukhari HA. Epidemiological profile of malaria in a university hospital in the Eastern Region of Saudi Arabia. Saudi Med J. 2001;22:133–138.
    1. Ministry of Health and Medical Industry of Turkmenistan, WHO, University of California . Eliminating malaria: case-study 1—achieving elimination in Turkmenistan. Geneva: World Health Organization; 2012.

Source: PubMed

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