- Study protocol
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Reducing malaria transmission in forest-going mobile and migrant populations in Lao PDR and Cambodia: protocol for stepped-wedge cluster-randomised controlled trial
BMC Infectious Diseases volume 22, Article number: 747 (2022)
Countries of the Greater Mekong Sub-region aim to achieve malaria elimination by 2030. In the region, malaria is concentrated in high-risk areas and populations such as forest-going mobile and migrant populations (MMPs). However, routine protective measures such as long-lasting insecticidal nets do not prevent all infectious bites in these high-risk populations. Evidence for the effectiveness of a personal protection package tailored to forest-going MMPs which is acceptable, feasible, and cost-effective for reducing malaria transmission is required to inform the malaria elimination toolkit in the region.
A personal protection package consisting of long-lasting insecticidal hammock net, insect repellent and health communication pamphlet was developed in consultation with relevant implementing partners from Cambodia and Lao PDR. An open stepped-wedge cluster-randomised controlled trial will be conducted over a period of 12 months in a minimum of 488 villages (~ 428 in Lao PDR and ~ 60 in Cambodia) to evaluate the effectiveness of the personal protection package. Villages will be randomised into 11 blocks, with blocks transitioned in random order from control to intervention states at monthly intervals, following a 1-month baseline period. The primary outcome of the trial is the prevalence of Plasmodium spp. infection diagnosed by rapid diagnostic test. Difference in prevalence of malaria infection will be estimated across intervention and control periods using generalized linear mixed modelling. Nested within the stepped-wedge cluster-randomised controlled trial is a mixed-methods study to explore the acceptability of the personal protection package, feasibility of implementing a personal protection package as a vector control intervention, and knowledge, attitude and practice of MMPs regarding malaria prevention; and cost-analysis to determine the cost-effectiveness of implementing a personal protection package.
This study, using a rigorous design and mixed-methods methodology, will evaluate whether a personal protection package can reduce residual malaria transmission among forest-going MMPs in Cambodia and Lao PDR. It will also measure implementation research outcomes such as effectiveness of the intervention package, cost-effectiveness, acceptability, and feasibility, in order to inform potential national and regional policy.
Trial registration This trial was prospectively registered on ClinicalTrials.gov (NCT05117567) on 11th November 2021
In the Asia–Pacific region, more than two billion people are at risk of malaria, a vector-borne disease caused by Plasmodium spp. parasites transmitted by Anopheles spp. mosquitoes . The Greater Mekong Sub-region (GMS) is a region in the Asia–Pacific consisting of Cambodia, Lao People’s Democratic Republic (Lao PDR), Myanmar, Thailand, Viet Nam, and Yunnan Province of China. The GMS has achieved an 88% reduction in indigenous malaria cases between 2012 and 2020 , largely attributed to the scale-up of community-based case management services for malaria operated by volunteers . In recent years, thousands of malaria volunteers have been recruited across the GMS, especially in rural areas where the coverage of formal health services is limited, to provide essential malaria services such as prevention, diagnosis and treatment of malaria cases and referral of severe malaria cases [3, 4]. These malaria volunteers will also have a key role in achieving malaria elimination goals—GMS countries have committed to malaria elimination by 2030 in order to combat the emergence of drug resistant malaria in the GMS .
However, there are several challenges impeding progress towards malaria elimination in the GMS. One of the main challenges is the considerable heterogeneity of malaria transmission in the region. In the GMS, malaria is highly concentrated in hard-to-reach areas along international borders, and in forests and forest fringe communities including forest-going mobile and migrant populations (MMPs) [6,7,8,9]. MMPs are at particular risk of malaria due to their challenges accessing formal malaria services due to their mobility and remoteness , as well as their propensity for working outside which exposes them to Plasmodium spp. infected mosquitos . Targeting these high-risk areas and populations will be critical to achieve regional elimination goals . However, the current, mainstream interventions for malaria prevention deployed by countries in the GMS—long-lasting insecticidal nets  together with focal responsive indoor residual spraying and larval source management as appropriate [12, 13]—do not prevent the majority of infective bites by the dominant vectors which prefer to bite and rest outdoors and during the day . Therefore, personal protection may be more appropriate for reducing malaria, particularly in high-risk groups such as forest-going MMPs.
Few studies have examined the effectiveness of personal protection in reducing malaria in the region , particularly in the context of distribution within established malaria service distribution mechanisms such as malaria volunteer networks. A recent effectiveness trial in Myanmar showed that repellent distributed to villages through volunteer networks was associated with a significant reduction of P. falciparum infections . Furthermore, distribution of long-lasting insecticidal hammocks “mimicking its implementation in operational conditions” to villages was also found to reduce malaria prevalence in a community-based trial in Viet Nam . However, the effectiveness of the distribution of a package of personal protective interventions specifically targeting high-risk MMPs is yet to be quantified. In order to develop and evaluate the effectiveness of a personal protection package tailored to forest-going MMPs distributed by malaria volunteers, a stepped-wedge cluster-randomised controlled trial will be conducted in Cambodia and Lao PDR. Furthermore, a nested mixed-methods study will be conducted alongside the trial to determine the MMPs’ knowledge, attitude and practice regarding malaria prevention, the acceptability, feasibility and cost-effectiveness of the MMP-tailored malaria prevention tool package—essential outcomes for policy adoption of a new tool or strategy —to maximize translation of findings.
This study has three components—an open stepped-wedge cluster-randomised controlled trial to evaluate the effectiveness of personal protection package in reducing the prevalence of Plasmodium spp. infection in forest-going MMPs and individuals in their residing villages; a mixed-methods study to explore the acceptability of a personal protection package, feasibility of implementing a personal protection package as a vector control intervention, and knowledge, attitude and practice of MMPs regarding malaria prevention; and cost-analysis to determine the cost-effectiveness of implementing a personal protection package. The main text of this paper focuses on the trial with other study components and data collection tools detailed in Additional file 1.
The intervention in the trial is a personal protection package to be used by the forest-going MMPs for prevention of Plasmodium spp. infection. The package was designed in consultation with relevant implementing partners: National Malaria Programmes: Cambodia National Center for Parasitology Entomology and Malaria Control and Laos Center of Malariology Parasitology and Entomology; and non-governmental organizations: Health Poverty Action (HPA), PEDA and CHIAs in Cambodia and Lao PDR.
The intervention package includes three items—WHO pre-qualified long-lasting insecticidal hammock net (LLIHN) (high-density polyester monofilament yarn blended with 2% (w/w) permethrin), two insect repellent bottles (1-piperidinecarboxylic acid 2-(2-hydroxyethyl)-1-methylpropylester, also known as Icaridin), and an MMP-tailored health communication pamphlet. In addition to the pamphlet, behavioural change communication will also be delivered in the forms of health communication sessions in groups and health communication posters posted at or around the MMP’s workplaces. The intervention package will be distributed through the malaria volunteers operated by implementing partners.
The primary outcome of this trial is the prevalence of Plasmodium spp. infection diagnosed by rapid diagnostic test (RDT). Secondary outcomes of this trial include symptomatic malaria infection diagnosed by RDT, Plasmodium spp. infection as determined by polymerase chain reaction (PCR), Plasmodium spp. infections with drug resistance mutations, prevalence and levels of antibodies to Plasmodium spp. and mosquito salivary antigens (Table 1).
Outcome collection plan
Data required to determine the primary outcome of the study, Plasmodium spp. infection diagnosed by RDT, and secondary outcome 2A (Table 1) will be recorded by malaria volunteers in their routine malaria case register, which is a standardized form developed and used by the implementing partners. When an individual presents to a malaria volunteer for a RDT for malaria, they will be asked to provide another two drops of blood onto a piece of filter paper. Blood spots will be collected on filter papers from all consented individuals immediately before they have received the RDT test from the malaria volunteer.
Used RDT cassettes and dried blood spots will be kept and stored where possible to extract DNA and antibodies to determine secondary outcomes 2B, 2C, 2D, 2E, 2F, and 2G using PCR and ELISA methods as previously described [16, 19,20,21].
Study setting and population
Villages and worksites in malaria endemic areas of Cambodia (Preah Vihear, Stung Treng and Ratanakiri Provinces) and Lao PDR (Attapeu, Cahmpasack, Khammouane, Saravanh and Savannakhet provinces) will be included in this trial (Fig. 1). The participants will be forest-going MMPs  including—traditional slash-and-burn and paddy field farming communities, seasonal agricultural laborers, forest workers in the informal sector, transient or mobile camp residents associated with commercial projects (road/pipeline construction, large-scale logging, etc.), and formal and informal cross-border migrant workers.
The provinces included in the trial have been selected based on the presence of malaria volunteer network in the province, capacity of implementing partners for field implementation, high malaria burden and high MMP activities.
Villages/worksites managed by the implementing partner in the selected provinces will be screened against the following exclusion criteria by investigators and implementing partner staff. A village/worksite will be excluded from the study if it: (1) has no malaria cases or annual parasite incidence less than 1 in any of the past three years (2018–2020), (2) has no MMPs, (3) has no malaria volunteer actively working in the village/worksite, (4) has a government health facility for malaria services, or (5) has another malaria volunteer program operated by any organizations other than implementing partner.
After the village/worksite has been selected, the MMPs with the following criteria will be included in the study for receiving the intervention (i.e. personal protection package): (1) currently living in the selected villages/worksites, and (2) being any of the following types of workers—traditional slash-and-burn and paddy field farming communities visiting their forest farms (commonly ethnic minority groups), seasonal agricultural laborers, forest workers in the informal sector (hunters, small-scale gem/gold miners, people gathering forest products (precious timber, construction timber, rattan/bamboo), transient or mobile camp residents associated with commercial projects (road/pipeline construction, large-scale logging, deep seaport projects, etc.), and formal and informal cross-border migrant workers.
Study design and sample
The study design for the trial component of this study is an open stepped-wedge cluster-randomised controlled trial, randomised at the village/worksite level and conducted over a 12-month period, following a one-month baseline period (Fig. 2). The study will be implemented between March 2022 and February 2023. The personal protection package for MMPs will be implemented sequentially in a minimum of 488 villages serviced by approximately 488 Village Malaria Workers (~ 428 in Lao PDR and ~ 60 in Cambodia). Villages from each country will be randomised into 11 blocks, with blocks transitioned in random order from control (no personal protection package) to intervention (with personal protection package) states at monthly intervals (10 blocks of 44 villages for the first 10 steps and a block of 48 villages transitioned at the final step). All eligible MMPs in participating villages will receive the intervention during the study, but the month at which they transition from a control to the intervention state will be randomised.
It is estimated that approximately 11 RDTs per month will be undertaken at each study site (village/worksite), yielding an approximate total of 64,416 RDT tests over 12 months. Given this sample size, the trial will be able to detect a minimum relative reduction of 34% in the odds (OR = 0.66) of RDT-detectable malaria infection attributable to the intervention (assuming a village intraclass correlation [ICC] = 0.42 ; 5% significance; 90% power and 1% RDT malaria prevalence). Power estimation was based on estimation of an intervention effect using trial data from a stepped-wedge cluster-randomised design assuming analysis by generalized linear mixed modelling (GLMM).
Data entry will be managed in a REDCap database developed by Burnet Institute. For the stepped-wedged cluster-randomised trial, both descriptive and primary outcome trial analyses will be performed. To assess the effectiveness of distribution of the personal protection package, difference in the prevalence of malaria infection will be estimated across intervention and control periods using GLMM (logit link function and binomial distribution) with time-varying fixed factors for intervention status and time, and crossed random effects for village and time implemented to account for the dependencies inherent in the data given the stepped-wedge design. We will also explore any village-specific heterogeneity in effect by specifying a random effect for the intervention and the extent to which effectiveness of intervention is time-dependent. GLMM will be extended to include model terms for country (main and interaction effects), and these will used to assess the extent of country-specific heterogeneity in intervention effect. Analyses of secondary outcomes will also involve multi-level modelling (i.e., linear mixed modelling (LMM) and GLMM). Statistical analysis will be performed using Stata version 17.
Targeting residual malaria in high risk areas and populations in the GMS will be critical to achieve regional elimination goals . This study will provide quantitative and qualitative evidence, using a rigorous design and methodology, to evaluate whether a malaria personal protection package (repellent, hammocks and behaviour change communication) can reduce residual malaria transmission among forest-going MMPs in Cambodia and Lao PDR. The intervention package was developed in collaboration with implementing partners and national malaria programs from both Cambodia and Lao PDR. The study will measure implementation research outcomes essential for policy adoption of a new tool or strategy —effectiveness of the intervention package, cost-effectiveness, acceptability, and feasibility—to maximise translation and adoption of findings into National Malaria Guidelines of GMS countries in order to meet national and regional malaria elimination goals.
A strength of the study is that it is a pragmatic randomised trial undertaken in the “real world” and with usual care (distribution through malaria volunteers) and therefore will provide evidence to support whether to deliver personal protection packages to MMPs through established malaria volunteer networks as part of national malaria programs. We considered our trial design against the nine domains of the PRECIS-2 (PRagmatic-Explanatory Continuum Indicator Summary tool version 2)  to assess whether our trial design matched “real world” scenarios. All MMPs are eligible to receive the intervention and are to be recruited in the same manner if this intervention was adopted as part of malaria services provided by malaria volunteers. The study setting of the trial and the organisation and flexibility of intervention delivery in the trial through malaria volunteers is similar to the usual care setting. The intensity of follow-up has the potential to be greater than what would be observed during usual care as malaria volunteers have testing targets to meet to ensure that high study power is achieved. The primary outcome of RDT detectable Plasmodium spp. infection is the detection method used in routine malaria testing so will be of high relevance to normal malaria control practice. The primary analysis will be intention-to-treat and all data will be used for primary outcome analysis regardless of village data completeness across time or level of intervention fidelity.
To pragmatically evaluate personal protection packages to reduce malaria in MMPs we chose a stepped-wedge cluster-randomised trial design. There are several advantages to using a stepped-wedge cluster-randomised trial design over a parallel group design (where each cluster is randomised to either an intervention or control condition for the entire duration of the study). In the stepped-wedge design clusters act as their own controls as they experience both the control and intervention conditions during the study period and all clusters ultimately receive the intervention which is important where the intervention is thought to have a largely positive effect and exclusion of study subjects from such benefit might be considered unethical . However, the stepped-wedge design can be susceptible to confounding from time, given it is associated with the monotonic time-varying intervention and may also be associated with the outcome [24,25,26]. To overcome any potential confounding here, all statistical analyses will be appropriately adjusted for time. Indeed, while overcoming this potential limitation in design, it is also a strength of the stepped-wedge design in that it enables analyses of any temporal effects of the intervention. Furthermore, given the repeated measurements, the effect of the intervention can be estimated using both between- and within-cluster information, and, under certain conditions, this can result in greater statistical power for a given sample size (i.e. smaller standard errors) compared to independent parallel group designs [25, 27].
The proposed study will provide an evidence base for the distribution of tailored personal protection packages for high-risk MMPs in malaria elimination programs in the GMS through established malaria volunteer networks. The pragmatic trial design representing “real-world” distribution of the intervention, together with the nested mixed-methods study which measures essential outcomes for policy adoption of a new tool or strategy will ensure trial findings are translated into National Malaria Guidelines of GMS countries in order to meet national and regional malaria elimination goals.
Availability of data and materials
Dried blood spot
Greater Mekong Sub-region
- Lao PDR:
Lao People’s Democratic Republic
Mobile and migrant population
Rapid diagnostic test
World Health Organization
World Health Organization. World Malaria Report 2014. Geneva: World Health Organization; 2014.
World Health Organization. World Malaria Report 2021. Geneva: World Health Organization; 2021.
Win Han Oo, Hoban E, Gold L, Kyu Kyu T, Thazin L, Aung T, Fowkes FJI: Community demand for comprehensive primary health care from malaria volunteers in South-East Myanmar: a qualitative study. Malar J. 2021;20(1):19.
World Health Organization. Eliminating Malaria in the Greater Mekong Subregion: United to End a Deadly Disease. Geneva: World Health Organization; 2016.
World Health Organization: Countries of the Greater Mekong are stepping up to end malaria. In: WHO’s Mekong Malaria Elimination Programme. vol. WHO’s Mekong Malaria Elimination Programme. Geneva: World Health Organization; 2018: 16.
World Health Organization. Strategy for malaria elimination in the Greater Mekong Subregion: 2015–2030. Manila: WHO Regional Office for the Western Pacific; 2015.
World Health Organization. Countries of the Greater Mekong zero in on falciparum malaria; 2019.
Nofal SD, Peto TJ, Adhikari B, Tripura R, Callery J, Bui TM, von Seidlein L, Pell C. How can interventions that target forest-goers be tailored to accelerate malaria elimination in the Greater Mekong Subregion? A systematic review of the qualitative literature. Malar J. 2019;18(1):32–32.
Guyant P, Canavati SE, Chea N, Ly P, Whittaker MA, Roca-Feltrer A, Yeung S. 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.
World Health Organization. Population mobility and malaria. New Delhi: World Health Organization, Regional Office for South-East Asia; 2017.
National Malaria Control Programme. National Strategic Plan for Malaria Elimination (2021–2025): Department of Public Health. Ministry of Health and Sports: Republic of the Union of Myanmar; 2019
Center for Malaria Parasitology and Entomology. National Strategic Plan for Malaria Control and Elimination 2016–2020. Vientiane Capital, Lao PDR: Ministry of Health; 2016.
National Center for Parasitology Entomology and Malaria Control. The National Strategic Plan For Elimination of Malaria in the Kingdom of Cambodia 2011–2025. Phnom Penh, Cambodia: Ministry of Health; 2011.
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;44:73–165.
Williams YA, Tusting LS, Hocini S, Graves PM, Killeen GF, Kleinschmidt I, Okumu FO, Feachem RGA, Tatarsky A, Gosling RD. Expanding the vector control toolbox for malaria elimination: a systematic review of the evidence. Adv Parasitol. 2018;99:345–79.
Agius PA, Cutts JC, Han W, Thi A, Flaherty K, Zayar K, Kyaw TH, Poe AP, Mon TM, Nyi ZN, et al. Evaluation of the effectiveness of topical repellent distributed by village health volunteer networks against Plasmodium spp. infection in Myanmar: A stepped-wedge cluster randomised trial. PLoS Med. 2020;17(8):e1003177.
Thang ND, Erhart A, Speybroeck N, Xa NX, Thanh NN, Ky PV, le Hung X, le Thuan K, Coosemans M, D’Alessandro U. Long-Lasting Insecticidal Hammocks for controlling forest malaria: a community-based trial in a rural area of central Vietnam. PLoS ONE. 2009;4(10): e7369.
Proctor E, Silmere H, Raghavan R, Hovmand P, Aarons G, Bunger A, Griffey R, Hensley M. Outcomes for implementation research: conceptual distinctions, measurement challenges, and research agenda. Adm Policy Ment Health. 2011;38(2):65–76.
O’Flaherty K, Oo WH, Zaloumis SG, Cutts JC, Aung KZ, Thein MM, Drew DR, Razook Z, Barry AE, Parischa N, et al. Community-based molecular and serological surveillance of subclinical malaria in Myanmar. BMC Med. 2021;19(1):121.
Lautu-Gumal D, Razook Z, Koleala T, Nate E, McEwen S, Timbi D, Hetzel MW, Lavu E, Tefuarani N, Makita L, et al. Surveillance of molecular markers of Plasmodium falciparum artemisinin resistance (kelch13 mutations) in Papua New Guinea between 2016 and 2018. Int J Parasitol Drugs Drug Resist. 2021;16:188–93.
Williams GS, Mweya C, Stewart L, Mtove G, Reyburn H, Cook J, Corran PH, Riley EM, Drakeley CJ. Immunophoretic rapid diagnostic tests as a source of immunoglobulins for estimating malaria sero-prevalence and transmission intensity. Malar J. 2009;8:168.
Loudon K, Treweek S, Sullivan F, Donnan P, Thorpe KE, Zwarenstein M. The PRECIS-2 tool: designing trials that are fit for purpose. BMJ : British Medical Journal. 2015;350: h2147.
Brown CA, Lilford RJ. The stepped wedge trial design: a systematic review. BMC Med Res Methodol. 2006;6(1):54.
Haines TP, Hemming K. Stepped-wedge cluster-randomised trials: level of evidence, feasibility and reporting. J Physiother. 2018;64(1):63–6.
Hemming K, Taljaard M. Reflection on modern methods: when is a stepped-wedge cluster randomized trial a good study design choice? Int J Epidemiol. 2020;49(3):1043–52.
Hemming K, Taljaard M, Grimshaw J. Introducing the new CONSORT extension for stepped-wedge cluster randomised trials. Trials. 2019;20(1):68.
Woertman W, Hoop E, Moerbeek M, Zuidema SU, Gerritsen DL, Teerenstra S. Stepped wedge designs could reduce the required sample size in cluster randomized trials. J Clin Epidemiol. 2013;66(7):752–8.
We would like to thank local communities and malaria volunteers for their participation in the research; The National Center For Parasitology Entomology and Malaria Control, The Center of Malariology Parasitology and Entomology, Provincial Health Departments of Preah Vihear, Stung Treng and Ratanakiri Provinces of Cambodia, Provincial, District and Health Offices of Attapeu, Champasack, Salavan, and Savannakhet Provinces of Lao PDR, Civil Society Organizations from Lao PDR, and local health authorities from Cambodia and Laos PDR for the local advocacy, coordination and preliminary planning of field works; Burnet Institute staff Chad Hughes and Phone Myint Win for technical, coordination and management support.
This study was funded by the Regional Artemisinin-resistance Initiative (RAI3E) grant (Grant Number: QSE-M-UNOPS-BI-20864-007-60) and the National Health and Medical Research Council of Australia (Fellowship and Centre for Research Excellence awarded to FJIF). The Burnet Institute is funded by a Victorian State Government Operational Infrastructure Support grant. Investigators from National Malaria Programmes are government staff and their salaries and infrastructure are contributed by respective Ministries of Health of Cambodia and Lao PDR. The funders have no input on the design of the study, collection, analysis, interpretation and publication of the study results.
Ethics approval and consent to participate
The study protocol (version 1.1 dated 29th June 2021) was approved by the National Ethics Committee for Health Research, Cambodia (252 NECHR) and Lao PDR (09/NECHR), and Alfred Hospital Ethics Review Committee, Australia (388/21). Any major modifications to the study protocol will be communicated to the ethics review committees as required.
Written consent (Additional file 1) will be obtained by researchers and trained data collectors from all study participants (MMPs and field staff) before data collection (baseline and end-line surveys, focused group discussions and interviews) and implementation of the trial. For enrolling the selected villages into the stepped-wedge trial, written informed consents will be taken from the malaria volunteer who is taking care of malaria services in the villages. Written informed consents for the RDT and dried blood spot samples collection will be obtained from the MMPs and other villagers who are seeking for malaria testing and treatment services at the malaria volunteers. It will be performed by the malaria volunteers just before taking the samples from them. If a participant withdraws from the study during implementation, data collection pertaining to that person will stop but the data participant already provided before withdrawal from the study will be included in the analysis.
Dissemination of study results
A final technical report will be produced, and a final dissemination workshop will be held with the implementing partners to disseminate the findings of the study. Findings may also be presented at international and national conferences and published in peer-reviewed journals.
Consent for publication
The authors declare that they have no competing interests.
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Htike, W., Oo, W.H., Lynn, T. et al. Reducing malaria transmission in forest-going mobile and migrant populations in Lao PDR and Cambodia: protocol for stepped-wedge cluster-randomised controlled trial. BMC Infect Dis 22, 747 (2022). https://doi.org/10.1186/s12879-022-07724-5
- Community-delivered intervention