Abstract
Background
In 2020, Benin has implemented a digitalized mass distribution campaign of insecticide-treated nets (ITNs) in the particular context of COVID-19 pandemic. This paper describes the implementation process as well as the challenges and lessons learned from this campaign.
Methods
A descriptive design was used for reporting the planning and implementation process of ITNs campaign. Moreover, the changes and adaptations related to COVID-19 pandemic are described.
Results
A total of 3,175,773 households were registered corresponding to a total of 14,423,998 persons (13.55% more from projection). Moreover, 94.16% (13,581,637 people) of enumerated population were protected. A total of 7,652,166 ITNs were distributed countrywide.
Conclusions
High political commitment, engagement and support add to the financial and technical supports from partners were the essential factors that make 2020 ITNs mass campaign success in Benin despite the particular context of COVID-19 pandemic. It is essential to maintain the prevention activities for malaria and this could substantially reduce the overall impact of the COVID-19 pandemic for the populations at malaria risk.
Keywords: Digital, Itns campaign, Covid-19, Lessons, Benin
Background
Malaria remains endemic and a serious threat to development in inter-tropic countries, with an estimated 228 million cases and 405,000 deaths in 2018, of which 93% of cases and 94% of deaths occurred in the Africa region [1].
Vector control is a key component in malaria prevention strategies and has contributed to a significant decrease in malaria worldwide [2–4]. Insecticide-treated nets (ITNs) remain one of the most efficacious vector control measure available against malaria [5, 6] and its use has highly increased in sub-Saharan Africa in the past decade. The World Health Organization (WHO) recommends universal coverage in the populations at risk through mass distribution campaigns (with one net for every two people) [7]. The big challenge to the National Malaria Control Programme (NMCPs) is to reach and sustain this high coverage rate.
The NMCP of Benin has adopted a policy of mass distribution since 2011, on a triennial basis, considering the lifespan of ITNs, as previously evaluated in the country [8], and as recommended by the WHO [9–12]. The 4th mass distribution campaign took place in 2020 and has been digitized. The purpose of using digital tools for the 2020 ITN campaign was to collect more accurate data on the size of the population, and evaluate the speed in data collection during the campaign, as far as household enumeration and ITNs distribution phases are concerned.
In addition, during the campaign process, between the enumeration phase and that of the distribution itself, the COVID-19 pandemic occurred and Benin also recorded its first cases. Recognizing the heavy toll that malaria exacts on vulnerable populations in Africa region, the WHO recommended continuing with the implementation of malaria control interventions, such as ITNs and indoor residual spraying campaign. On this basis, the Government of Benin, through the Ministry of Health and the NMCP, decided to continue with the implementation of the distribution campaign. For this, it was necessary to revise the initial distribution protocol and take precautionary measures in order to minimize the risk of transmission of COVID-19 during distribution.
This report describes the implementation process of the 2020 ITN mass distribution campaign in Benin. The specific objectives are: (i) to describe the planning process; (ii) to describe the changes and adaptations that occurred during the distribution, due to the occurrence of the COVID-19 pandemic; (iii) to share outcome, challenges and lessons learned from the mass distribution campaign.
Methods
Context
Benin’s population is estimated at 12,114,193 inhabitants in 2020 [13]. The country is divided into 77 communes grouped into 34 health zones and 12 departments (Fig. 1). Malaria is endemic in all parts of country with seasonal variations. All of Benin’s population is at risk of malaria infection, which is the leading cause of morbidity and mortality. The incidence of the disease in 2018 was 18.5% in the general population with 1,755,597 confirmed cases of malaria in public health facilities and almost 2,251 deaths due to malaria, most of which are in children under 5 years [14].
As far as the evolution of the COVID-19 pandemic is concerned, Benin recorded its first official case on March 19, 2020 after the enumeration phase. On the eve of the distribution phase, there were 26 official cases with one death. Just after the distribution phase, 64 cases and one death were officially reported. As of November 05, 2020, there are a total of 2781 cases and 43 deaths.
Digital aspect of the ITNs mass campaign
Catholic Relief Services (CRS) gave support to the Government of Benin and the NMCP in digitizing the 2020 ITNs mass campaign. CRS commenced its work with planning and capacity building sessions with NMCP staff. There was training of campaign staff on the use of digital tools and over 27,000 participants at these sessions were digitally-tracked using their biometrics as a mean of validating their attendance to each training session. The digital platform is the Cash-and-Asset Transfer Platform (CAT). A total of 3,382 smartphones and 350 solar chargers were used to perform a household enumeration to register households within the country to obtain a robust population database. It consists during the enumeration phase to collect using smartphones, household information (size, name, gender and age of household members), and then a coupon was assigned to the head of household with a unique Quick Response (QR) Code. The same digital platform was used to track distribution of ITNs and verify that all households registered received the correct number of ITNs allocated to them. The data collected on CAT was available through an online dashboard, updated in real time, allowing field supervisors to make important decisions effectively, and efficiently tracking household coverage rates as households missed were identified using sequencing and geospatial analytical dashboards easily accessible for field supervisors.
ITNs campaign implementation process
Figure 2 shows the different sections and the implementation process of ITNs mass distribution campaign.
Macro-planning
Macro-planning consisted in quantifying the number of ITNs required to achieve universal coverage according to the 2020 population projection data. In addition, the strategies for the household enumeration as well as for the ITNs distribution were designed.
Drafting of the campaign protocol
After the macro, the protocol of the campaign was written in great detail. This protocol was then validated by all stakeholders and consisted henceforth the campaign roadmap.
Micro-planning
A comprehensive micro-plan for the 2020 mass distribution was developed, which contains a rigorous gap analysis and the procurement plans as well as all details on campaign processes and a roadmap. The roles and responsibilities of actors at different levels of the health pyramid (central, department, health zone (HZ), and commune) have been clearly described.
Procurement and supply
A total of 8,609,873 ITNs were procured for this campaign for the whole country. All the ITNs used for the distribution campaign were manufactured in Asia (China and Vietnam). These ITNs were acquired by the government of Benin with the support of financial partners, including the Global Fund, the Bill & Melinda Gates Foundation and the United States Agency for International Development (USAID) through the President Malaria Initiative (PMI). ITNs were received in-country (without passing through central storage) and transported as planned from central level to department level and then to sub-division level. From there, they were transported to village level storage.
At the department warehouses, quality assurance was conducted prior to distribution. Samples of ITNs from different batches were sent to Centre de Recherche Entomologique de Cotonou, for physical and chemical analyses, such as stress analysis, insecticide content, fabric weight, netting, mesh size. A total of 837 ITNs were tested. All the samples conformed to the WHO procurement and use of ITN for malaria control requirements. Two days before the distribution phase, net were convoyed to each village leader.
Training
In order to create equal understanding among actors at different levels of the health pyramid on the campaign implementation strategies, training was organized in a cascade manner at central, department and district levels [15]. In each department, separate micro-planning workshops and training of trainers (ToT) sessions on implementation took place to train the health zone and district coordination groups. Significant adaptations were required for the training of the distribution supervisors and teams in light of the COVID-19 pandemic and the urgency to get ITNs into households through the revised distribution strategy.
Therefore, the following precautions have been taken:
Training was adapted to take place over three hours with a maximum of 18 people per class.
Hygiene and safety measures were put in place (hand washing facilities, physical distancing, scanning of trainees’ badges rather than fingerprinting, health check).
Rooms were cleaned thoroughly before and after every session.
Content for the shortened training sessions was revised to include door-to-door distribution techniques, with the use of smartphones, and hygiene measures emphasizing the importance of keeping at least one metre physical distance from any other person.
Audiovisual files and the electronic version of the distribution guide were shared with the distributors at the end of the training to enable them to review the content of the training once at home.
Whatsapp groups have been created between trainers and distributors to facilitate exchanges after training.
Households enumeration
Household enumeration was conducted by volunteers who had at least a grade 7 at secondary school. Each enumerator team was made up of two people. The first person was equipped with a smartphone to record the household’s informations. The second person delivered to the household a voucher for ITNs in the form of coupon with a Quick Response (QR) code (Fig. 3), which is the unique identifier of the household. The coupon is then later exchanged for the corresponding number of ITNs in the distribution phase during which, the coupon once scanned, generates all the household informations and displays the accurate number of nets to be redeemed, based on the applied distribution key (1–2 persons = 1 ITN; 3–4 persons = 2 ITNs; 5–6 persons = 3 ITNs; …….0.19–20 persons = 10 and more than 20 persons = 10 ITNs). The enumerator teams finally delivered key messages on malaria and the importance of sleeping under a ITN. The teams then progressed from house to house so as to cover all the households in the geographical area assigned to them, and had to register 60 households in rural areas against 70 in urban areas per day over a period of 16 days.
Mass distribution
The campaign was spread out in two phases. As it was the first time that Benin implemented a digital ITNs campaign, a pilot phase at the scale of a health zone was organized as a prelude to the national phase in order to understand the difficulties and constraints related to the use of digital tools.
Pilot phase: fixed distribution strategy
The initial approach was a fixed distribution strategy. During the pilot phase, which has implemented in one health zone (Abomey-Calavi/Sô-Ava) in the Atlantic department, ITNs distribution was done at fixed sites at the village level at a public place chosen for this purpose. Each household presented their coupon in exchange for ITNs. The number of ITNs to be allocated per household was displayed by the smartphone once the coupon has been scanned. The distribution teams involved in the distribution phase (planned for 4 continuous days, with 2 days extra) were composed of four fixed agents (Fig. 4).
National phase: door‑to‑door distribution
During the nationwide phase, between the enumeration phase and the distribution phase, the COVID-19 outbreak occurred. Fixed distribution approach was not suited to this context. It became, therefore, necessary to revise the distribution approach. Thus, the distribution protocol was revised into a door-to-door distribution approach. By this approach, a distribution team directly delivered ITNs to recipients at their homes. The number of distribution team members remained the same, however their roles have been revised to adapt to the new distribution approach (Figs. 5, 6).
Monitoring of household enumeration coverage
External monitoring was carried out by an external firm during the household enumeration. A rapid monitoring was carried out using Lot Quality Assurance Sampling (LQAS).
All of 77 communes were monitored. Monitoring results were shared at time with the actors and supervisors, in order to return to complete enumeration in low coverage areas.
Supervision and coordination
At the national monitor and district supervisor levels, planned field-based activities were reduced in scale. A daily scrutiny of the distribution data uploaded from the smartphones and a virtual meeting each evening allowed supervisors and monitors to focus on problem areas and challenges that could then be addressed and resolved. At the local level, supervisors focused on ensuring that distribution teams adhered to the covid-19 safety measures, as well as ensuring planning and management of the daily team movement plans. Their responsibility included checking the health of distribution team members each day and not allowing them to continue if they showed any covid-19-like symptoms. As yet, results of the local supervision have not been thoroughly analyzed, although anecdotally, it seems that it was quite a challenge for distribution teams to adhere closely to the distancing regulations. In addition, a whatsapp group has been created at the national level, which integrates the actors at different levels in order to resolve the difficulties and situations during the distribution.
Communication
The plan for communication included radio and television slots, town announcers and advocacy at every level. Advocacy meetings were completed in advance of the household registration phase, engaging leaders for the entirety of the campaign process. In advance of implementation of the revised strategy, messages were modified slightly to inform about the change of strategy, the new dates and the measures being taken to prevent transmission of COVID-19. As well as radio, television and town announcers, mobile messaging and audio call messages (for the less literate) were used. Community leaders were involved in local mobilization and were asked to be alert to any miscommunication that they heard about ITNs or COVID-19, and to report these to the community supervisor. Following the distribution, communication reinforced the messages passed to households by the distribution teams, i.e. proper airing of new ITNs, use of ITNs, hanging techniques and measures to prevent COVID-19.
Results
Household enumeration outcome
A total of 3,175,773 households were registered (more 9.3% from projection) corresponding to a total of 14,423,998 persons (13.55% more from projection) (Table 1). The real ITNs needs are, therefore, known after the enumeration. It was after the household enumeration that ITNs were conveyed to the villages.
Table 1.
Department | Household enumeration | Population enumeration | ||||
---|---|---|---|---|---|---|
Registered household | Projected household | Variation (%) | Projected population | Registered population | Variation (%) | |
Alibori | 278,720 | 308,208 | 10.58 | 1,114,879 | 1,295,882 | 16.24 |
Atacora | 246,730 | 263,436 | 6.77 | 986,921 | 1,119,036 | 13.39 |
Atlantique | 418,775 | 461,679 | 10.25 | 1,675,099 | 2,012,262 | 20.13 |
Borgou | 385,979 | 444,718 | 15.22 | 1,543,914 | 1,887,852 | 22.28 |
Collines | 230,078 | 238,856 | 3.82 | 920,314 | 984,887 | 7.02 |
Couffo | 238,214 | 242,222 | 1.68 | 952,855 | 983,850 | 3.25 |
Donga | 174,224 | 195,386 | 12.15 | 696,897 | 767,952 | 10.2 |
Littoral | 217,978 | 233,769 | 7.24 | 871,913 | 960,950 | 10.21 |
Mono | 159,037 | 162,903 | 2.43 | 636,149 | 624,841 | − 1.78 |
Oueme | 352,186 | 395,077 | 12.18 | 1,408,742 | 1,691,938 | 20.1 |
Plateau | 200,406 | 212,236 | 5.9 | 801,624 | 849,786 | 6.01 |
Zou | 273,446 | 312,668 | 14.34 | 1,093,785 | 1,244,762 | 13.8 |
Benin | 3,175,773 | 3,471,158 | 9.3 | 12,703,091 | 14,423,998 | 13.55 |
ITNs distribution outcome
Of the 8,609,873 ITNs procured, 7,652,166 were distributed through mass distribution to the beneficiaries. The balance from the procurement was kept to be used for routine distribution. A total of 3,240,259 households were served in the whole country, which corresponds to 93.35% of enumerated households. Moreover, 94.16% (which corresponds to a total of 13,581,637 people) of enumerated population received ITNs during the distribution phase (Table 2).
Table 2.
Department | ITNs ditribution | Served households | Protected population | |||||
---|---|---|---|---|---|---|---|---|
Allocated ITNs | Distributed ITNs | Registered households | Served households | Coverage (%) | Registered population | Projected population | Coverage (%) | |
Alibori | 726,159 | 699,957 | 308,208 | 295,702 | 95.94 | 1,295,882 | 1,244,966 | 96.07 |
Atacora | 627,123 | 601,891 | 263,436 | 250,969 | 95.27 | 1,119,036 | 1,073,365 | 95.92 |
Atlantique | 1,126,189 | 1,022,847 | 461,679 | 412,832 | 89.42 | 2,012,262 | 1,828,934 | 90.89 |
Borgou | 1,058,693 | 1,007,956 | 444,718 | 419,262 | 94.28 | 1,887,852 | 1,795,999 | 95.13 |
Collines | 555,937 | 527,424 | 238,856 | 224,381 | 93.94 | 984,887 | 934,817 | 94.92 |
Couffo | 557,840 | 535,059 | 242,222 | 230,662 | 95.23 | 983,850 | 943,350 | 95.88 |
Donga | 435,622 | 407,922 | 195,386 | 181,645 | 92.97 | 767,952 | 718,628 | 93.58 |
Littoral | 538,443 | 488,526 | 233,769 | 208,507 | 89.19 | 960,950 | 870,543 | 90.59 |
Mono | 358,579 | 344,972 | 162,903 | 155,394 | 95.39 | 624,841 | 600,769 | 96.15 |
Oueme | 947,304 | 891,011 | 395,077 | 368,360 | 93.24 | 1,691,938 | 1,589,614 | 93.95 |
Plateau | 482,999 | 453,014 | 212,236 | 197,056 | 92.85 | 849,786 | 797,408 | 93.84 |
Zou | 704,789 | 671,587 | 312,668 | 295,489 | 94.51 | 1,244,762 | 1,183,244 | 95.06 |
Benin | 8,119,677 | 7,652,166 | 3,471,158 | 3,240,259 | 93.35 | 14,423,998 | 13,581,637 | 94.16 |
Discussion
The 2020, ITNs mass distribution campaign in Benin had interesting features. Not only was distribution digitized for first time in Benin, but also this distribution has to be implemented in the particular context of the COVID-19 pandemic.
The benefit of digitizing the ITNs distribution campaign is obvious. It enabled accurate and efficient implementation phases of the campaign. It also improved the speed in data collection and monitoring as far as household enumeration and ITNs distribution are concerned. The use of the digital tools and dashboards enable field teams and supervisors to review the distribution data, reports and maps generated each day from any location in real time as prompt monitoring and supervision feedbacks were shared by overseeing supervisors via WhatsApp and other communication tools. The digital platform was also used to send key malaria messages in form of short messaging service (SMS) on malaria, on the use and care of the ITNs distributed to households, and to inform about the expected benefits of the nationwide distribution of ITNs.
In addition, several other key factors enabled the mass campaign to continue during the COVID-19 pandemic, and deserve to be highlighted:
Strong support from the Government of Benin, through the Ministry of Health and the NMCP, to continue with the implementation of the ITNs campaign in advance of the high transmission malaria season, during and despite the COVID-19 pandemic.
Effective coordination between international partners (Global Fund, World Health Organization, RBM Partnership to End Malaria, Alliance for Malaria Prevention, Bill and Melinda Gates Foundation) and the NMCP and in-country partners (the United States President’s Malaria Initiative, Catholic Relief Services)
Regular communication between the main campaign funder (Global Fund) and the NMCP for timely decision-making to avoid delays
Rapid problem-solving (for example, sourcing of COVID-19 protective materials for campaign workers) by the NMCP with support from the Ministry of Health and partners
Flexibility in modifying procurement procedures to minimize delays in the campaign implementation
Use of an electronic system for data collection that facilitated a “no touch” approach during the ITN distribution and payment of campaign workers.
The results of this campaign showed that the enumerated population was greater than the projection (13.55% more). However, since net quantification had been made with a buffer (30% security stock), this increase did not have an impact on the quantity required to ensure universal access. The door-to-door distribution of ITNs to households provided an acceptable distribution coverage rate (94.16%) and offered an opportunity for demonstrating net-hanging and face-to-face health education on ITNs use and ways of reducing net wear and tear [16]. The door-to-door delivery approach was greatly appreciated by the population. Fixed point distribution was used during the pilot phase, but this approach was not suited in the context of the COVID-19 pandemic, in terms of compliance with barrier measures. A multi-country comparison of ITN delivery strategies based on 14 surveys from five African countries did not find a significant association between delivery strategy and ownership of a net from the campaign [17–21].
Despite the satisfactory results of the 2020 ITNs campaign, some key challenges deserve to be shared:
Change in distribution protocol: the first challenge was the need to change the distribution protocol (door-to-door approach instead of the fixed distribution previously planned) while campaign was already underway. The initial protocol was, therefore, quickly revised by a technical team.
Challenges with COVID-19 protection materials: given the spread of the pandemic, additional materials had to be ordered with short notice and delivery time. The biggest challenge was related to the availability of personal protection equipment (PPE) in sufficient quantities on time, particularly masks.
Challenges with payment of the people involved in the distribution (the ‘actors’). At the end of the each activity phase digital timesheets were generated from the system that was used to enable the efficient payment of staff for the number of days work as registered on the system using the unique QR code provided for each staff, to validate their presence in the field for each day’s activities. However, as payment has be done through mobile money account, incorrect phone numbers and unreported team replacements affected the on-time payment of some of the actors.
Availably of supervision teams: the same supervision teams were sometimes involved in other response activities against COVID-19.
Budget implications: changes to the budget were made quickly in line with the new door-to-door strategy, taking into account Benin’s specific geographic and logistical context and available human resources. Given the urgency of the COVID-19 situation and remaining funds in the country’s grant, the Global Fund was able rapidly to approve the amendments. Important modifications included the necessary increase in days for community mobilization, briefings and training, supervision and distribution as well as for purchase of PPE.
ITNs mass campaigns are a major intervention for malaria prevention and also for other arthropod-borne diseases, such as dengue, filariasis and viral infections [22, 23]. The burden imputable to malaria is heavily concentrated in sub-Saharan Africa where cases associated with COVID-19 are increasing [24]. Although COVID-19 has the potential to cause substantial disruptions to health services, due to response measures limiting usual programmatic activities, it is important to continue to prevent malaria by adapting control activities to the context of the pandemic. Recent modelling study showed that the interruption of planned ITNs campaigns due to COVID-19 pandemic could lead to a loss of life-years over 5 years that is of the same order of magnitude as the direct impact from COVID-19 in places with a high burden of malaria.
Conclusion
Benin has implemented the digitalized mass distribution campaign of ITN in the particular context of the COVID-19 pandemic. Despite the many challenges of its implementation, the campaign was successfully implemented and contributed to increasing household ownership and population access to ITNs and, therefore, contributes to the achievement of the Global Technical Strategy for Malaria 2016–2030 goals. High political commitment, engagement and support add to the financial and technical supports from partners were essential factors for this success.
Acknowledgements
The authors would like to acknowledge the contributions of the community members and authorities involved in campaign implementation countrywide. The authors also would like to acknowledge AMP, CRS for their support during the campaign implementation.
Authors’ contributions
RA, CA, BH, DDE, YC, EE, NA, FT, SS, LS and AOH designed the study. RA, CA, NA, EE and AOH coordinated the campaign implementation. RA drafted the manuscript and analyzed the data. BH, AOH, YC, CA and EE critically revised the manuscript for intellectual content. All authors read and approved the final manuscript.
Funding
The ITNs universal coverage campaign in Benin was supported through a financial contribution of Global Fund to fight Malaria and the government of Benin.
Availability of data and materials
The datasets analysed during the current study are available from the corresponding author on reasonable request.
Ethics approval and consent to participate
This report makes use of secondary data and is not subject to ethics approval. Administrative approval was obtained from National Malaria Control Programme.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.WHO . World malaria report 2019. Geneva: World Health Organization; 2019. [Google Scholar]
- 2.WHO . Global plan for insecticide resistance management. Geneva: World Health Organization; 2012. [Google Scholar]
- 3.Shargie EB, Ngondi J, Graves PM, Getachew A, Hwang J, Gebre T, et al. Rapid increase in ownership and use of long-lasting insecticidal nets and decrease in prevalence of malaria in three regional States of Ethiopia (2006–2007) J Trop Med. 2010;2010:e750978. doi: 10.1155/2010/750978. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4.Otten M, Aregawi M, Were W, Karema C, Medin A, Bekele W, et al. Initial evidence of reduction of malaria cases and deaths in Rwanda and Ethiopia due to rapid scale-up of malaria prevention and treatment. Malar J. 2009;8:14. doi: 10.1186/1475-2875-8-14. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Lengeler C. Insecticide-treated bed nets and curtains for preventing malaria. Cochrane Database Syst Rev. 2004;2:CD000363. doi: 10.1002/14651858.CD000363.pub2. [DOI] [PubMed] [Google Scholar]
- 6.Lim S, Fullman N, Stokes A, Ravishankar N, Masiye F, Murray CL, et al. Net benefits: a multicountry analysis of observational data examining associations between insecticide-treated mosquito nets and health outcomes. PLoS Med. 2011;8:e1001091. doi: 10.1371/journal.pmed.1001091. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.WHO . World malaria report. Geneva: World Health Organization; 2017. [Google Scholar]
- 8.Ahogni IB, Salako AS, Akinro B, Sovi A, Gnanguenon V, Roseric Azondekon R, et al. Physical integrity and survivorship of long-lasting insecticidal nets distributed to households of the same socio-cultural community in Benin, West Africa. Malar J. 2020;19:58. doi: 10.1186/s12936-020-3138-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.WHOPES. Guidelines for monitoring the durability of long-lasting insecticidal mosquito nets under operational conditions, WHO/HTM/NTD/WHOPES/2011.5.
- 10.WHO . Guidance note for estimating the longevity of long-lasting insecticidal nets in malaria control. Geneva: World Health Organization; 2013. [Google Scholar]
- 11.WHO . Estimating functional survival of long-lasting insecticidal nets from field data. Vector Control Technical Expert Group Report to MPAC. Geneva: World Health Organization; 2013. [Google Scholar]
- 12.Kilian A, Byamukama W, Pigeon O, Gimnig J, Atieli F, Koekemoer L, et al. Evidence for a useful life of more than three years for a polyester-based long-lasting insecticidal mosquito net in Western Uganda. Malar J. 2011;10:299. doi: 10.1186/1475-2875-10-299. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.INSAE. RGPH4: Que retenir des effectifs de population en 2013 au Bénin?. https://www.insae-bj.org/images/docs/insae-statistiques/demographiques/population/Resultats%20definitifs%20RGPH4.pdf. Accessed 21 Oct 2018.
- 14.Ministère de la santé du Bénin. Annuaire des statistiques sanitaires 2018 des départements du Benin; 2019.
- 15.Arroz J, Mendis C, Pinto L, Candrinho B, Pinto J, Martins MRO. Implementation strategies to increase access and demand of long-lasting insecticidal nets: a before-and-after study and scale-up process in Mozambique. Malar J. 2017;16:429. doi: 10.1186/s12936-017-2086-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Masaninga F, Mukumbuta N, Ndhlovu K, Hamainza B, Wamulume P, Chanda E, et al. Insecticide-treated nets mass distribution campaign: benefits and lessons in Zambia. Malar J. 2018;17:173. doi: 10.1186/s12936-018-2314-5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Thwing J, Hochberg N, Vanden Eng J, Issifi S, Eliades JM, Minkoulou E, et al. Insecticide-treated net ownership and usage in Niger after a nationwide integrated campaign. Trop Med Int Health. 2008;13:827–834. doi: 10.1111/j.1365-3156.2008.02070.x. [DOI] [PubMed] [Google Scholar]
- 18.Bennett A, Smith SJ, Yambasu S, Jambai A, Alemu W, Kabano A, et al. Household possession and use of insecticide-treated mosquito nets in Sierra Leone 6 months after a national mass-distribution campaign. PLoS ONE. 2012;7:e37927. doi: 10.1371/journal.pone.0037927. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Zegers de Beyl C, Koenker H, Acosta A, Onyefunafoa EO, Adegbe E, McCartney-Melstad A, et al. Multi-country comparison of delivery strategies for mass campaigns to achieve universal coverage with insecticide-treated nets: what works best? Malar J. 2016;15:58. doi: 10.1186/s12936-016-1108-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Ye Y, Patton E, Kilian A, Dovey S, Eckert E. Can universal insecticide-treated net campaigns achieve equity in coverage and use? The case of northern Nigeria. Malar J. 2012;11:32. doi: 10.1186/1475-2875-11-32. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Noor AM, Amin AA, Akhwale WS, Snow RW. Increasing coverage and decreasing inequity in insecticide-treated bed net use among rural Kenyan children. PLoS Med. 2007;4:e255. doi: 10.1371/journal.pmed.0040255. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Masaninga F, Muleba M, Masendu H, Songolo P, Mweene-Ndumba I, Mazaba-Liwewe ML, et al. Distribution of yellow fever vectors in Northwestern and Western Provinces, Zambia. Asian Pac J Trop Med. 2014;7(S1):S88–92. doi: 10.1016/S1995-7645(14)60210-8. [DOI] [PubMed] [Google Scholar]
- 23.Nsakashalo-Senkwe M, Mwase E, Chizema-Kawesha E, Mukonka V, Songolo P, Masaninga F, et al. Significant decline in lymphatic filariasis associated with nationwide scale-up of insecticide treated nets in Zambia. Parasite Epidemiol Control. 2017;2:7–14. doi: 10.1016/j.parepi.2017.08.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Hogan AB, Jewell BL, Sherrard-Smith E, Vesga JF, Watson OJ, Whittaker C, et al. Potential impact of the COVID-19 pandemic on HIV, tuberculosis, and malaria in low-income and middle-income countries: a modelling study. Lancet Global Health. 2020;8:e1132–e1141. doi: 10.1016/S2214-109X(20)30288-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The datasets analysed during the current study are available from the corresponding author on reasonable request.