A Household-Based Survey to Understand Factors Influencing Awareness, Attitudes and Knowledge towards Wolbachia-Aedes Technology

In 2016, Singapore introduced the release of male Wolbachia-Aedes mosquitoes to complement vector control efforts and suppress Aedes aegypti mosquitoes in selected study sites. With ongoing expansion of Project Wolbachia–Singapore to cover larger areas, a household-based survey was conducted between July 2019 to February 2020 in two Project Wolbachia study sites using a structured questionnaire, to evaluate current sentiments and assess the need for enhanced public messaging and engagement. The association of factors that influence awareness, attitudes, and knowledge towards the use of Wolbachia-Aedes technology was analysed using Pearson’s Chi-square test and binary logistic regression. Of 500 respondents, 74.8% were aware of Project Wolbachia–Singapore. Comparatively, the level of knowledge on Wolbachia-Aedes technology was lower, suggesting knowledge gaps that require enhanced communication and messaging to address misinformation. Longer exposure to the project predicted greater awareness, whereas higher education levels predicted higher knowledge levels. Younger age groups and higher education levels were associated with high acceptance towards the project. High levels of trust and acceptance towards the project were also observed across the population. The public’s positive perception of the project is a testament to the effective public communication undertaken to date and will facilitate programme expansion.


Background
Dengue has rapidly spread in all World Health Organization (WHO) regions in recent years [1]. One study estimates the global burden of dengue to be 390 million dengue virus infection per year, of which 96 million (67-136 million) shows visible symptoms [2]. Asia bears about 70% of the global burden of dengue and continues to be plagued by large outbreaks. Located in Southeast Asia, Singapore is also not spared from the disease [3,4]. The country is a highly urbanised environment with a tropical climate that favours the proliferation of Aedes aegypti mosquitoes and transmission of the dengue virus [5], making surveys revealed that majority of the population had no objection to the releases of male Wolbachia-Aedes mosquitoes in their neighbourhoods. A household survey conducted during the first phase of the field trial in November to December 2016, showed that more than 70% of the study-site households interviewed had heard of the project, and more than 90% had no concerns with the releases [18,23]. Since then, the project has expanded more than 3 times the size of original study sites-from 39 housing blocks with approximately 3941 households in 2016, to 144 housing blocks with approximately 13,510 households in 2019. During this period, a transparent and responsive feedback management system was adopted to maintain trust and accountability to community stakeholders. Some feedback received included increased sighting of mosquitoes due to male Wolbachia-Aedes releases and nuisance caused by increased number of mosquitoes. Inconveniences such as having to close doors and windows to reduce an influx of mosquitoes, and additional spraying of insecticides and repellent to reduce swarming of male Wolbachia-Aedes indoors were also responses that were received. Therefore, it is essential to re-evaluate the sentiments on the ground at the approximate five-year mark and to assess the need for enhanced public messaging and engagement. In this study, a follow-up household perception survey was conducted to explore the awareness, knowledge and attitudes of the public towards Project Wolbachia-Singapore.

Study Area and Survey Collection Strategy
The household perception surveys were administered from July 2019 to February 2020, at two Project Wolbachia-Singapore study sites in Tampines and Yishun, where releases of male Wolbachia-Aedes mosquitoes are being carried out. Tampines and Yishun are located at the eastern and northern parts of Singapore respectively ( Figure 1). The housing type and environment in both areas are similar, with apartments and commercial units developed by the Housing Development Board of Singapore.
mosquitoes are only carried out in sites with consent from all households in the community [24,25]. Therefore, several surveys were conducted in 2016 prior to and at the initial phase of the field trial to understand the level of public acceptance towards the project [23]. These surveys revealed that majority of the population had no objection to the releases of male Wolbachia-Aedes mosquitoes in their neighbourhoods. A household survey conducted during the first phase of the field trial in November to December 2016, showed that more than 70% of the study-site households interviewed had heard of the project, and more than 90% had no concerns with the releases [18,23]. Since then, the project has expanded more than 3 times the size of original study sites-from 39 housing blocks with approximately 3941 households in 2016, to 144 housing blocks with approximately 13,510 households in 2019. During this period, a transparent and responsive feedback management system was adopted to maintain trust and accountability to community stakeholders. Some feedback received included increased sighting of mosquitoes due to male Wolbachia-Aedes releases and nuisance caused by increased number of mosquitoes. Inconveniences such as having to close doors and windows to reduce an influx of mosquitoes, and additional spraying of insecticides and repellent to reduce swarming of male Wolbachia-Aedes indoors were also responses that were received. Therefore, it is essential to re-evaluate the sentiments on the ground at the approximate five-year mark and to assess the need for enhanced public messaging and engagement. In this study, a follow-up household perception survey was conducted to explore the awareness, knowledge and attitudes of the public towards Project Wolbachia-Singapore.

Study Area and Survey Collection Strategy
The household perception surveys were administered from July 2019 to February 2020, at two Project Wolbachia-Singapore study sites in Tampines and Yishun, where releases of male Wolbachia-Aedes mosquitoes are being carried out. Tampines and Yishun are located at the eastern and northern parts of Singapore respectively ( Figure 1). The housing type and environment in both areas are similar, with apartments and commercial units developed by the Housing Development Board of Singapore.   The study areas are in the same locality as the earlier household survey conducted in the initial phase of the field trial in 2016 [23], but expanded to cover a total of 144 public housing apartment blocks in a highly urban setting (with more than 13,000 households in the areas). The earlier household survey covered 39 blocks (estimated 3941 households).
Within each site, the households are further classified into 2 categories-(i) households that have experienced >2 years of Wolbachia-Aedes releases; (ii) households that have experienced <1 year of Wolbachia-Aedes releases at the point of survey (Table 1). The minimum sample size for each category was 94 (95% CI, 10% margin of error), calculated using the Qualtrics®online sample size calculator [26]. To increase the representativeness and accuracy of our data, we increased the number of households surveyed per site proportionally, resulting in a total of 500 households surveyed. Surveys were conducted by randomly selecting a representative number of households from each block, based on a randomised household list generated. One respondent from each household was surveyed after obtaining his/her informed consent to participate. The next household on the randomised list was chosen if there were no respondents present at a particular household, or if the respondent was unwilling or unable to participate due to language barriers. Surveys were administered after obtaining the consent from the participant.

Data Collection
A total of 500 surveys were administered using a structured questionnaire, through face-to-face interviews. The closed-ended questionnaire consists of demographic characteristics, knowledge, attitudes and perceptions towards the project and the technology. All surveyors were trained prior to conducting the surveys, to ensure that the objectives, methodology, expectations and questions were well understood.

Measures
The levels of knowledge on Wolbachia-Aedes technology among participants was evaluated based on a series of 11 questions, and the "general knowledge (GK)" score was aggregated by adding up the number of correct responses. The GK scores were categorised into "Low" (0-3 points), "Mid" (4-7 points) and "High" (8-11 points) categories. Participants were also asked a series of questions to evaluate how well they perceived their knowledge of the topic, and the perceived knowledge score was obtained by adding up the number of times each participant replied "Yes" to the 6 questions under "perceived knowledge (PK)". The PK scores were similarly categorised into "Low" (0-2 points), "Mid" (3-4 points) and "High" (5-6 points) categories.
Participants' trust in the project was measured using 3 items on a 5-point Likert scale (1 = strongly disagree, 5 = strongly agree). Internal consistency of items under the Trust construct are acceptable (α = 0.850), and hence averaged to create the composite measure-Trust in project.
Participants' acceptance towards Project Wolbachia-Singapore was assessed using a single item that asked how long participants were able to accept more mosquitoes in their environment in support of Project Wolbachia. Participants were given 5 options, ranging from one month to more than a year. Participants were also asked to indicate their gender, age group and highest education levels, as well as general perception of dengue as a problem in Singapore, their confidence in NEA, and whether they felt that NEA acts in the interest of residents.

Statistical Analysis
The relationships between GK and PK scores, along with demographic factors (gender, age, education levels and length of exposure to Project Wolbachia) and the outcome variables (greater awareness, high levels of general knowledge, trust and acceptance) were analysed using IBM SPSS Statistics (Version 27, Armonk, NY, USA). Pearson's correlation (for total GK and PK scores) and Pearson's Chi-square test (for categorised GK and PK scores) were conducted to compare GK and PK scores. Bivariate analysis was first conducted using Pearson's Chi-square test to determine if any associations between the independent variables and outcome variables were significant. Multivariable logistic regression was then used to analyse the impact of relevant demographic factors on each outcome. As suggested by Alyousefi et al. [27], only independent variables that showed an association of p < 0.20 in Pearson's Chi-square test were included for the multivariable logistic regression.

Results
The characteristics of the participants in the study are summarised in Table 2. There was an equal proportion of participants who had been exposed to the project for less than a year versus more than two years, but slightly more participants from the larger study site in Yishun (55%) compared to the study site in Tampines (45%) ( Table 1).

Awareness of Project Wolbachia-Singapore
A total of 74.8% (n = 374) of the participants had heard of Project Wolbachia-Singapore, with the majority becoming aware of the project through publicity pamphlets distributed to all households, posters, and banners within study sites (46.8%), mainstream media such as TV news/radio (30.2%) and active engagement including roadshows and door to door engagement sessions (13.4%).

Knowledge on Project Wolbachia-Singapore
Among all the participants, 38.4% of them felt confident of their knowledge on the project with "High" "perceived knowledge" (PK) scores. The remaining fell into the "Mid" (20.6%) and "Low" (41.0%) categories. When asked on the facts related to Wolbachia technology and the project, only 17.2% of the participants were able to attain "High" "General Knowledge" (GK) scores, the remining scored in the "Mid" (40.2%) and "Low" (42.6%) categories.
Participants who were aware of Project Wolbachia-Singapore had a higher PK score (mean = 4.1, SD = 1.8) and obtained higher GK scores (mean = 5.2, SD = 2.6) when compared to participants who were not aware of the project (mean "PK" score = 0.4, SD = 1.0; mean "GK" Score = 1.8, SD = 2.0). The score distribution is summarised in Figure 2. We further evaluated the relationship between general knowledge and perceived knowledge on the topic of Wolbachia technology among participants who had heard of Project Wolbachia-Singapore, to avoid bias in comparison among those who were unaware of the project. The majority (76.5%) of participants who had heard of the project were con their knowledge, scoring themselves between "Mid" to "High" levels in term perceived knowledge. In terms of the level of general knowledge on the topic, Figure 2. Level of general knowledge ("GK" score) and perceived knowledge ("PK" score) on the Wolbachia-Aedes technology among the participants. The majority (76.5%) of participants who had heard of the project were confident of their knowledge, scoring themselves between "Mid" to "High" levels in terms of their perceived knowledge. In terms of the level of general knowledge on the topic, 71.4% of these participants who had heard of the project scored (GK scores) between "Mid" to "High" levels. The performance of the participants in the PK and GK questions are summarised in Table 3. There is a moderate correlation (r = 0.512, p < 0.01) between the mean PK and GK scores. The relationship between PK and GK was further tested using Pearson's chi-squared test on the categorised PK and GK scores, and they were found to be significantly correlated (X 2 (4, 374) = 74.41, p < 0.001). The majority of those with low perceived knowledge (59.1%) had a correspondingly low level of general knowledge. Similarly, the majority of those with "Mid-level" perceived knowledge (58.3%) had "Midlevel" general knowledge. However, the majority of those with high perceived knowledge (49.5%) were found to have only "Mid-level" general knowledge score. This suggests that participants may have over evaluated their knowledge levels or may have underlying misconceptions in their understanding towards the project. The graphical distribution of GK and PK scores among the participants who have heard of the project is shown in Figure 3.

Trust in Project Wolbachia-Singapore
A total of 77.4% of participants felt that dengue was a serious problem in Singapore. Amongst this group, 59.4% felt that dengue, though serious, is well under control. The majority of participants (64.6%) felt that the Government's efforts in controlling the local dengue situation are adequate. Public confidence in NEA was also high, with the majority agreeing that NEA acts in the interest of residents (83.2%) and will do its best to help residents (81.6%). Specific to NEA's role in Project Wolbachia, 79.2% of participants expressed that they trust NEA with the project, and 77.4% of the participants claimed they will support the project if NEA recommends the release of Wolbachia-Aedes mosquitoes ( Table 4). The remaining participants either took a neutral stand towards (18.2%, n = 91) or disagreed with (4.4%, n = 22) the release of male Wolbachia-Aedes mosquitoes. Among this small minority of 22 participants who objected to the release of Wolbachia-Aedes mosquitoes, 15 participants claimed to be aware of Project Wolbachia and only 7 participants claimed to know how the Wolbachia technology work. The group of 22 respondents who objected to the releases of Wolbachia-Aedes mosquitoes also had corresponding low GK scores (average of 2.59 out of 11), which is lower than GK scores among those who did not object (average of 4.44 out of 11). This group of respondents (n = 22) did not feel that their risk of getting mosquito-borne infectious diseases such as dengue and Zika is high. Percentage of participants Score "General Knowledge" and "Perceived Knowledge" scores distribution among the paticipants who have heard of the project "GK" Score "PK" Score

Trust in Project Wolbachia-Singapore
A total of 77.4% of participants felt that dengue was a serious problem in Singapore. Amongst this group, 59.4% felt that dengue, though serious, is well under control. The majority of participants (64.6%) felt that the Government's efforts in controlling the local dengue situation are adequate. Public confidence in NEA was also high, with the majority agreeing that NEA acts in the interest of residents (83.2%) and will do its best to help residents (81.6%). Specific to NEA's role in Project Wolbachia, 79.2% of participants expressed that they trust NEA with the project, and 77.4% of the participants claimed they will support the project if NEA recommends the release of Wolbachia-Aedes mosquitoes ( Table 4). The remaining participants either took a neutral stand towards (18.2%, n = 91) or disagreed with (4.4%, n = 22) the release of male Wolbachia-Aedes mosquitoes. Among this small minority of 22 participants who objected to the release of Wolbachia-Aedes mosquitoes, 15 participants claimed to be aware of Project Wolbachia and only 7 participants claimed to know how the Wolbachia technology work. The group of 22 respondents who objected to the releases of Wolbachia-Aedes mosquitoes also had corresponding low GK scores (average of 2.59 out of 11), which is lower than GK scores among those who did not object (average of 4.44 out of 11). This group of respondents (n = 22) did not feel that their risk of getting mosquito-borne infectious diseases such as dengue and Zika is high.

Acceptance towards Project Wolbachia-Singapore
To further explore the acceptance levels of participants towards the project despite some of the inconveniences they may experience, participants were asked how long they would accept more mosquitoes in their living areas due to Project Wolbachia-Singapore. Slightly more than half (56%) of the participants reported that they would be willing to accept the sighting of more mosquitoes for at least half a year for the benefit of reducing dengue risk (Table 5).

Socio-Demographic Factors Associated with Greater Awareness, High Levels of Knowledge, Trust and Acceptance towards the Project
Bivariate and multivariable analysis were used to explore potential associations of socio-demographic factors with the outcomes of interest (Table 6). Each outcome of interest was divided into two groups: awareness (those who indicated being aware of Project Wolbachia and those who did not), knowledge (high GK scores versus low and mid GK scores), trust (those who scored 4 and above were deemed as having high levels of trust), and acceptance (those who indicated being able to accept Project Wolbachia for at least half a year were deemed as having high levels of acceptance).
Higher education levels (pre-university and above) and longer exposure to project (>2 years) were also associated with high levels of general knowledge on the topic of Wolbachia technology (GK scores between 8 to 11 points) based on bivariate analysis (OR = 2.994, 95% CI = 1.842, 4.866, p < 0.001 and OR = 1.486, 95% CI = 0.929, 2.377, p = 0.097 respectively). However, subsequent multivariable analysis showed that higher education levels, was the only independent factor significantly associated with higher knowledge levels (adjusted OR = 2.945, 95% CI = 1.810, 4792, p < 0.001). Respondents willing to accept the sighting of more mosquitoes for at least half a year for the benefit of reducing the risk of dengue are categorised as participants with high levels of acceptance towards the project. Based on bivariate analysis, younger age (age ≤ 40), higher education levels (pre-university and university) and longer of exposure to the project were factors associated with high levels of acceptance towards the project (OR = 0.400, 95% CI = 0.276, 0.579, p < 0.001, OR = 0.399, 95% CI = 0.278, 0.575, p < 0.001 and OR = 0.771, 95% CI = 0.541, 1.098, p = 0.149 respectively). The multivariable analysis showed that younger age and higher education levels were two factors associated with higher acceptance levels (adjusted OR = 0.548, 95% CI = 0.356, 0.843, p = 0.006 and adjusted OR = 0.546, 95% CI = 0.357, 0.834, p = 0.005 respectively) after considering the effect of all three demographic factors.
No socio-demographic factors were significantly associated with trust in the project.

Discussion
In a previous household perception survey conducted in study sites, the majority of respondents (69-72%) were aware of Project Wolbachia [23]. In this paper, we reported a similarly large majority (74.8%) being aware of the project in the study sites, with greater awareness among respondents with more than two years of exposure to the project compared to less than a year of exposure (80.4% and 69.2% respectively). This result was encouraging as it indicated that the levels of awareness had been maintained over the years even after expanding the site to include more than three times as many households. Longer exposure to the project was found to be independently associated with higher awareness in this study, possibly due to longer periods of intensified publicity campaigns in the study area. High levels of trust (79.2%) and support (77.4%) for the project were also observed in this survey. These results are a testament to the efforts NEA put into community outreach and engagement in Project Wolbachia-Singapore.
Whilst the finding that longer exposure to the project was associated with higher awareness levels is intuitive, it is interesting to note that longer exposure was not independently associated with higher levels of knowledge on Wolbachia-Aedes technology. Instead, higher education levels (pre-university and above) were found to be independently associated with higher levels of knowledge on Wolbachia technology. Respondents with more years of formal education may be more likely to be better-read and hence more informed of current affairs and new technologies. This is consistent with various knowledge, attitude and practice studies conducted on dengue and dengue prevention [28][29][30]. Among respondents who were aware of the project, the majority (76%) were confident of their knowledge in the topic, as revealed by the perceived knowledge (PK) scores. However, the majority of those with high perceived knowledge had only "Mid-level" general knowledge (GK) score, suggesting that participants may overestimate their knowledge in the topic or may have some misconceptions. Weak correlation or lack of correlation between perceived knowledge and actual knowledge is also observed in several studies [31][32][33], where participants overestimate their knowledge in the topic. Only 22.2% of those who were aware of the project obtained a high GK score, suggesting that more communication efforts need to focus on bridging knowledge gap in the population. Based on the questions that were incorrectly answered by majority in this study, the below key messages need to be emphasised in future messaging:

•
Wolbachia is a bacterium and Wolbachia-Aedes mosquito is not genetically modified • Wolbachia-Aedes suppression targets only Aedes aegypti mosquitoes • Continuous releases male of Wolbachia-Aedes mosquitoes is required to reduce dengue mosquito population in the long term.
The misconception that the project involves the release of genetically modified mosquitoes could undermine community support, given the public resistance reported towards use of genetically modified mosquitoes for disease control in other countries [34,35]. Furthermore, when the public has the false impression that "Wolbachia-Aedes suppression targets many species of mosquitoes", they may become complacent and relax personal mosquito control efforts. This public complacency had been suggested as a potential risk points in an earlier survey and risk assessment [17,36], although only the minority of the respondents showed signs of complacency. Additionally, such misinformation may lead the public to doubt the project's success as they may mistakenly expect bites from other species of mosquitoes to be reduced. False impression of Wolbachia-Aedes technology as a silver bullet and ignorance of how the technology works could partly explain why participants were unaware that continuous releases were required to sufficiently suppress the Aedes aegypti mosquito population in the long term. This has implications on how accepting residents are towards the project, along with the inconvenience they may experience. Therefore, there is a need to address these misconceptions as they may affect the sustainability of the project.
High levels of trust in the project were also reported in this study. This may be due to the general high levels of trust and confidence felt by the public towards Singapore's Government (a recent study of public confidence in government ranked Singapore second out of 12 countries [37]). In our study, although no socio-demographic factor was significantly associated with high levels of trust in the project, suggesting balanced support among the participants, younger age and higher education levels were associated with higher acceptance levels. Whilst the percentage of supportive participants for the project is considerably high (77.4%), a slightly lower percentage (56%) of the participants were willing to accept the sighting of more mosquitoes for at least half a year for the benefit of reducing dengue risk. We, therefore, inferred that the remaining 44% of the participants may not be as welcoming if the project extends beyond half a year. Some of the feedback received revealed that nuisance caused by sightings of male Wolbachia-Aedes mosquitoes and inconveniences such as having to close doors and windows to reduce an influx of mosquitoes, and additional spraying of insecticides and repellent to reduce swarming of male Wolbachia-Aedes indoors, could be reasons behind the hesitancy towards having Wolbachia-Aedes releases extending beyond half a year in their neighbourhood. To manage community's expectations, one way is to advocate the project as a scientific project guided by field data on Aedes aegypti mosquito population, where possible reduction in mosquito releases is explored when the Aedes aegypti mosquito population in the area is low. This may encourage support for the project in long term and motivate residents to proactively carry out steps to prevent mosquito breeding.
Even with high levels of trust and support towards the project, there is a small minority (4.4%) who objected to the release of Wolbachia-carrying mosquitoes, and this cannot be overlooked. This group may be aware of the project, but may not be fully informed of the function and benefits of the technology as shown from their low average GK scores. One study showed that knowledge influenced receptivity towards Wolbachia technology as a vector control tool trialed in Malaysia [38]. Therefore, while awareness of the project is high, it is also important that the public has accurate and factual knowledge on the technology, to ensure positive advocacy for the project. Noteworthily, all the respondents who objected to the project in this study also felt that their risk of getting mosquito-borne infectious diseases such as dengue and Zika is not high. The low perceived risk of mosquito-borne infectious diseases among these respondents may stem from Singapore's long-running and largely successful vector control program, which has brought down the Aedes house index to a low level of about 2% [8]. A follow up study can be explored to further investigate how perceived risk of mosquito borne disease could influence support for such novel vector control tools.
Other than identifying knowledge gaps to facilitate addressing myths and misconceptions, our findings also pointed out the need for enhanced communications to, firstly, educate the public that the use of Wolbachia-Aedes technology is not a silver bullet and that continuous weekly release is essential to bring down the mosquito population and keep the Aedes aegypti mosquito population suppressed. Secondly, there is need to share with the public that the number of mosquitoes released may be adjusted when the mosquito population is suppressed to low levels; and lastly, to explore alternative forms of communications to reach out to older and less educated population.
This survey was completed in February 2020, two months prior to a "circuit breaker" (i.e., stringent social distancing measures and cessation of non-essential work activities) in Singapore during the COVID-19 pandemic, and a few months before Singapore saw an unprecedented dengue outbreak. It was fortuitous that the majority (77.0%) of the respondents had heard of Project Wolbachia through the public communication which included publicity materials (such as brochures distributed to all households, banners and posters put up at strategic areas in the community) as well as mainstream media, instead of through face-to-face engagement methods. This provided reassurance to step up engagement in the community effectively through these publicity channels during the circuit breaker, when close contact engagement proved difficult. The restrictions on face-to-face contact and the switch to working and studying from home, made it necessary to calibrate the content of the print materials, and also enhance social media engagement, and use alternative modes of communications such as mobile messaging and videoconferencing platforms. The insights from the survey guided our communications and engagement approach but was also contextualised amidst an overwhelming burst of information on COVID-19 and the communications on the dengue outbreak in 2020. It would be interesting to explore a follow up study on how the worst dengue outbreak in 2020 as well as the COVID-19 circuit breaker could have possibly influenced peoples' perceived risk of mosquito-borne diseases and also their support in the project.
This study has several limitations. Firstly, the surveyors were introduced as representatives from a government authority. Therefore, participants who agreed to participate in the survey may present themselves as being more supportive of the local government and provide more positive responses. Notwithstanding that responses may be systematically biased towards more positive responses, participants who are more resistant towards the project could also use the survey platform to voice their concerns. Secondly, the survey was administered during the day where most of the working population would be at their workplaces away from home, hence suggesting possible bias towards the non-working and older population. Thirdly, the survey was conducted largely in English (the main language of instruction in Singapore) and some residents were unable to participate due to language barriers. However, the survey population (Chinese-64.4%, Malay-18%, Indian-13.2%, Others-4.4%) was largely representative of the general population in Singapore in 2019 (Chinese-76%, Malay-15%, Indian-7.5%, Others-1.5%).
As the project progresses it would be also useful to evaluate the feedback received from the study sites to obtain a deeper understanding of the motivations behind their receptivity or resistance towards the project and factors that shaped attitudes over time. Addressing public concerns through customised communications and proactive engagement remains important as it has implications on the operations and sustainability of the project.

Conclusions
This study revealed high awareness and support for Project Wolbachia-Singapore in the study sites-a strong testament to the communications performed to date amongst the affected communities. Participants with longer exposure to the project (>2 years) and higher education levels (pre-university and above) were found to have better awareness of the project and higher knowledge on Wolbachia-Aedes technology respectively. The study also highlighted a knowledge gap among the population, suggesting that communications to address misinformation are needed. As the project continues to expand to cover 15% of total number of public housing apartment blocks in Singapore, and into new towns with high dengue risk, it is essential to conduct future intervention studies to address the knowledge gaps and also evaluate the awareness and support levels in these new areas. It would also be of value to evaluate the perception from the public towards such public health intervention measures especially under the pressure of COVID-19 and large dengue outbreaks. Funding: This work was supported by National Environment Agency's Climate Resilience Study Fund, acting through its Environmental Health Institute.

Institutional Review Board Statement:
The study protocol was reviewed by the National Environment Agency Bioethics Review Committee (BRC) which deemed the project to be surveillance in nature and therefore exempted from formal bioethics review. The project was designed to guide public health policies, programme and actions to prevent and diseases.
Informed Consent Statement: Participation in the study was voluntary, and informed consent was obtained from all participants prior to administration of survey.

Data Availability Statement:
The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.