Public Health Communication on Emerging Vector-Borne Disease Risk in Gaya and Shahpori Islands

Abstract

Vector-borne diseases (VBDs) continue to pose a persistent global health challenge, disproportionately impacting low- and middle-income countries where surveillance and healthcare infrastructure are constrained. Within these countries, residents of remote island communities are particularly vulnerable to emerging VBD threats; however, they remain critically understudied. We conducted a community-based cross-sectional survey of 300 residents from Shahpori Island, Bangladesh, and Gaya Island, Malaysia, to assess knowledge, attitudes, and practices (KAP) related to VBDs. Using a structured questionnaire and mixed-effects Poisson regression modeling, we identified socio-demographic predictors of VBD-related knowledge and compared KAP outcomes across the two islands. Significant disparities were observed between the two settings: the Gaya Island residents demonstrated a higher level of awareness regarding VBDs and preventive practices compared to the Shahpori residents. Education was a strong predictor of VBD knowledge, with individuals possessing secondary education or above exhibiting significantly better knowledge (β = 0.2024, p = 0.0003). Marital status was also a significant factor, with unmarried respondents showing lower levels of knowledge (β = –0.1657, p = 0.0372). Age was positively correlated with VBD knowledge (β = 0.0051, p = 0.0119), indicating a gradual increase with age, while income, gender, occupation, and household size were not significantly associated. Despite basic awareness of VBD symptoms and transmission, detailed understanding of mosquito ecology, disease symptoms, and breeding prevention strategies was remarkably poor, especially among the Shahpori residents. Our findings highlight critical gaps in VBD-related knowledge and prevention behaviors shaped by socio-economic and educational disparities. Community-focused public health strategies including educational campaigns, establishment of health infrastructure, access to trained healthcare providers, and integrated vector control interventions are urgently needed to enhance resilience against emerging VBD threats such as drug-resistant malaria in remote island populations.

1. Introduction

Vector-borne diseases (VBDs) represent a significant global public and animal health challenge in the twenty-first century. These diseases are caused by pathogens transmitted through the bites of infected arthropods, including mosquitoes, fleas, sandflies, black flies, ticks, and bugs [1]. VBDs account for more than 17% of all cases of infectious diseases, resulting in more than 700,000 deaths per year worldwide [2]. A significant number of VBDs are prevalent in Asia, such as dengue, malaria, chikungunya, leishmaniasis, yellow fever, lymphatic filariasis, Japanese encephalitis, and schistosomiasis [3]. Recently, highly infectious fatal tick-borne diseases such as Crimean–Congo haemorrhagic fever, Kyasanur forest disease, and fatal tick-borne encephalitis have emerged in South and Southeast Asia [4,5]. Despite the significant vector-borne disease burden, challenges persist in acquiring comprehensive data due to insufficient disease surveillance, inadequate diagnostics, and limited public health awareness.

VBD poses a risk to all nations irrespective of their socio-economic status, with vulnerability heightened where disease surveillance programs are absent, particularly in low- and middle-income countries. Bangladesh and Malaysia, both characterized by high population density, rapid urbanization, and geographic features conducive to VBD outbreaks, have recently faced significant VBD threats, including dengue, Zika virus, and chikungunya. Dengue remains a major concern in both countries, with numerous outbreaks between 2010 and 2023 resulting in thousands of cases and several hundred deaths annually [6,7,8,9]. The geographic range of emerging VBDs, such as Zika virus, Japanese encephalitis, and yellow fever, has also expanded in South and Southeast Asia, with routine detection in both countries [10,11,12,13]. While malaria was once a major concern, it has been effectively controlled in both nations in recent years with a decline in mortalities attributed to continuous public health campaigns [5].

Despite the significant challenges posed by VBDs to global health, particularly in low- and middle-income countries, control efforts have predominantly targeted urban localities. The challenges are often more severe in remote areas where low literacy rates, social prejudice, climatic vulnerabilities, and inadequate healthcare infrastructures exacerbate the problems. Remote areas, such as islands and hill tracts, present even greater difficulties due to their perceived inaccessibility, harsh weather conditions, and limited resources. Gaya Island, the largest island in the Tunku Abdul Rahman (TAR) Marine Park, situated near Kota Kinabalu in Sabah province of Malaysia, and Shahpori Island in Bangladesh, located across the maritime borders between Bangladesh and Myanmar, share similar geographic characteristics. Both islands are highly vulnerable to climate change, isolated, and constrained by limited resources, resulting in a lack of medical care facilities for residents.

The level of public health preparedness and awareness of disease risks, especially regarding emerging VBDs, remains largely unknown in these island communities. Given the challenges and resource constraints, understanding how these underserved populations address the threats posed by VBDs is critical for the development of effective prevention, intervention, and control strategies. Moreover, enhancing education and knowledge dissemination about VBDs and mosquito control practices could help change residents’ attitudes and encourage the adoption of protective behaviors. Previous knowledge, attitude, and practice (KAP) studies conducted in various regions of Malaysia and Bangladesh have highlighted significant knowledge gaps regarding VBD transmission, prevention, vector biology, and control measures [14]. However, most of these studies have been conducted in highly accessible areas, such as cities or municipalities, and have not specifically targeted remote or marginalized island communities or focused on emerging VBDs. Therefore, this study aims to assess the knowledge, attitudes, and practices towards VBDs in the remote localities of South and Southeast Asia.

2. Materials and Methods

2.1. Study Settings, Timeline, and Data Collection

We carried out a community-based cross-sectional survey in two remote Islands: Gaya Island, Sabah, Malaysia (Figure 1), and Shahpori Island, Cox’s Bazar, Bangladesh (Figure 2). A total of 300 adult participants (150 from Gaya Island and 150 from Shahpori Island) were enrolled from the local populations of both islands. The participants were selected using a simple random sampling method, with the inclusion criteria specifying individuals who were native and had been residents of the study Islands for more than five years. The exclusion criteria included individuals who were temporary visitors, younger than 18 years old, or unwilling to provide informed consent.

Between November 2018 and February 2020, we recruited study participants from the selected communities. Upon explaining the study objectives, the participants provided oral consent and completed the pretested questionnaire. The questionnaire covered various aspects of VBDs including demographics; socio-economic characteristics (such as gender, age, marital status, education level, employment status, occupation, income, and number of household members); knowledge and experiences with VBDs; attitudes; and practices related to VBD prevention and control. Trained interviewers administered the questionnaire through face-to-face interviews, simplifying questions as needed using the local dialect.

Participation was entirely voluntary, and no incentives were offered. The study protocol received approval from the University of Malaysia Sabah (UMS) Institutional Review Board for Research prior to implementation in the field.

2.2. Data Analysis

Descriptive statistics were used to summarize the socio-demographic and VBD-related characteristics of the participants from Gaya Island, Malaysia, and Shahpori Island, Bangladesh. Frequency distributions and percentages were calculated separately for each island and for the combined data across both locations. Comparative analyses were performed to assess socio-demographic differences between the islands, using chi-square tests for categorical variables and Wilcoxon rank-sum tests for continuous variables, when normality assumptions were violated. The normality of continuous variables was assessed using the Shapiro–Wilk test, and non-parametric tests were applied for the variables that did not meet normality (p < 0.05). A questionnaire was administered to 150 residents on each island, focusing on VBD-related questions. For each participant, the percentage of correct answers was calculated to create a continuous outcome variable reflecting overall VBD knowledge. This measure represents the proportion of correct responses out of the total questions answered, providing a continuous measure of VBD knowledge for each participant.

To identify the factors associated with knowledge of VBDs, a mixed-effects Poisson regression model was employed. This approach allowed us to account for both individual-level predictors and island-level differences between Shahpori and Gaya islands. The fixed effects in the model included demographic variables such as age, gender, education level, income, household size, occupation, and exposure to health communication. Random effects were incorporated to account for variability at the island level, capturing unobserved island-specific factors, as well as individual-level variations in VBD knowledge not explained by the fixed effects. Model fit was evaluated using a range of statistics, including Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), -2 Res Log Pseudo-Likelihood, and Generalized Chi-Square/DF ratio. These fit statistics helped us to assess the adequacy of the model in accounting for the observed data. Specifically, the Generalized Chi-Square/DF ratio of 0.98 indicated a good model fit, with no evidence of over- or under-dispersion. The significance of the fixed effects was evaluated through Wald tests or likelihood ratio tests. Statistical significance was considered at p < 0.05 for all analyses. Data analysis was conducted using SAS version 9.4.

3. Results

A total of 300 participants were surveyed, with 150 from each island. There was a significant disparity in the gender distribution between the islands. Due to the absence of female interviewers in Shahpori Island, only one female respondent was included, which resulted in 99.3% of the participants from Shahpori Island being male. In contrast, Gaya Island had a balanced gender distribution, with 50% male and 50% female participants. No significant difference in marital status was observed between the islands (p = 0.5139;

Table 1. Comparative socio-demographic characteristics between Shahpori and Gaya islands.

Variables	Shahpori Island N = 150 n (%)	Gaya Island N = 150 n (%)	Total (Combined for Both Islands) N = 300 n (%)	p-Value
Gender identity
Male	149 (99.3)	75 (50)	224 (74.7)
Female	1 (0.7)	75 (50)	76 (25.3)
Marital status				0.5139
Single	20 (13.3)	24 (16)	44 (14.7)
Married	130 (86.7)	126 (84)	256 (85.3)
Education level				<0.0001
Low (elementary)	116 (77.3)	68 (45.3)	184 (61.3)
High (secondary and above)	34 (22.6)	82 (54.6)	116 (38.6)
Current occupation				<0.0001
Business	47 (31.3)	18 (12)	65 (21.6)
Day labor	57 (38)	22 (14.6)	79 (26.3)
Private service	24 (16)	11 (7.3)	35 (11.6)
Housewife	0 (0)	50 (33.3)	50 (16.6)
Other occupation	22 (14.6)	49 (32.6)	71 (23.6)
Mean age in years	35.64	39.4	37.52	0.0107
Mean household members	6.63	6.77	6.69	0.9775
Mean income (USD)	130.03	170.97	150.5	<0.0001

). A higher proportion of the respondents from Gaya Island reported higher education levels compared to those from Shahpori Island, with 54.6% of the Gaya respondents having completed secondary school or higher, compared to just 22.6% on Shahpori Island (p < 0.0001). Gaya islanders also reported significantly higher average monthly incomes (USD 170.97) compared to Shahpori islanders (USD 130.03) (p < 0.0001). The mean age of the respondents from Shahpori Island (35.64 years) was significantly younger than that of Gaya Island (39.4 years) (p = 0.0107), while the mean household size did not differ significantly between the islands (p = 0.9775).

Knowledge of VBDs varied significantly between the two islands. A significantly higher proportion of Gaya islanders (98.7%) had heard of vector-borne diseases such as malaria, dengue, chikungunya, and other VBDs, compared to 89.3% of Shahpori islanders (p = 0.001; Supplementary Table S1). While most respondents from both islands recognized fever as a symptom of VBDs, Gaya islanders demonstrated much greater awareness, with 89.3% correctly identifying that fever was a symptom, compared to only 42.7% on Shahpori Island (p < 0.0001). The Gaya respondents also had a better understanding of the primary cause of these diseases, with 94.7% identifying mosquito bites as the main transmission route, compared to 70% on Shahpori Island (p < 0.0001). Misconceptions or lack of knowledge about VBD causes were more common in Shahpori, where 30% responded “don’t know” versus 0% in Gaya. Similarly, understanding of transmission routes (e.g., mosquito bites) was higher in Gaya (88%) than in Shahpori (68.7%). Overall, the Gaya Island residents exhibited significantly better knowledge of VBD symptoms, transmission, and causes than those in Shahpori Island.

The Gaya Island residents demonstrated significantly better awareness and preventive practices for mosquito-borne diseases compared to those from Shahpori Island. A significantly higher proportion of the Gaya Island residents (42.7%) were aware of the need to prevent or destroy mosquito breeding sites compared to 0% on Shahpori Island (p < 0.0001; Supplementary Table S2). In terms of prevention practices, the Shahpori respondents more frequently used bed nets (52.7% vs. 24%), while the Gaya residents reported greater use of combined methods, such as bed nets and mosquito coils (23.3% vs. 0%) (p < 0.0001). Recognition of fever as a diagnostic symptom was reported by 96.6% of the Gaya participants compared to only 18.7% in Shahpori (p < 0.0001). Regarding treatment-seeking behavior, 54% of the Gaya residents had spent money on mosquito-borne disease treatment, compared to 16% of the Shahpori residents (p < 0.0001). The Gaya residents predominantly sought care at government hospitals (98.7%), while the Shahpori residents relied mainly on rural unregistered healthcare providers (61.3%) or informal sources such as family or neighbor’s suggestion (30%) (p < 0.0001). These findings highlight marked disparities in attitude, prevention, and healthcare practices between the two island communities.

Significant predictors of KAP regarding VBDs were identified through Poisson regression analysis. Occupation categories did not exhibit significant associations with VBD-related knowledge. Specifically, the β for the “business” category (β = 0.05840) suggested a marginal increase in VBD knowledge among individuals in this category, but this effect was not statistically significant (p = 0.4042;

Table 2. Predictors of vector-borne disease knowledge, attitude, and practices among residents of both islands in Bangladesh and Malaysia.

Variables	Estimate	Standard Error	t-Value	Pr > |t|
Occupation
Business	0.05840	0.06991	0.84	0.4042
Private job	−0.02526	0.08337	−0.30	0.7621
Housewife	−0.03913	0.1007	−0.39	0.6980
Other occupation	0.01046	0.06752	0.15	0.8770
Day labor (Ref)	0
Education
High (high school and above)	0.2024	0.05489	3.69	0.0003
Low (elementary—ref)	0
Marital status
Unmarried or single	−0.1657	0.07914	−2.09	0.0372
Married (Ref)	0
Gender
Female	0.04335	0.08104	0.53	0.5931
Male (Ref)	0
Age (in years)	0.005125	0.002025	2.53	0.0119
Income (USD)	−0.00017	0.000287	−0.59	0.5589
Household size	0.001985	0.008190	0.24	0.8086

). Similarly, the occupation categories “private job” (β = −0.02526), “housewife” (β = −0.03913), and “other occupation” (β = 0.01046) showed no significant associations with VBD knowledge, with p-values exceeding 0.05 (p = 0.7621, p = 0.6980, and p = 0.8770, respectively). Education was identified as a significant predictor of VBD knowledge, attitudes, and practices. Individuals with higher education levels (secondary school or above) demonstrated significantly better knowledge of VBDs (β = 0.2024, p = 0.0003). Marital status was also a significant predictor, with unmarried or single respondents exhibiting lower knowledge levels compared to their married counterparts (β = −0.1657, p = 0.0372). Age was a positive predictor of VBD knowledge, with each additional year of age contributing to a slight increase in VBD awareness (β = 0.005125, p = 0.0119). Income did not emerge as a significant predictor of VBD knowledge, as the negative β (β = −0.00017) suggested a marginal decrease in VBD knowledge with higher income, but this effect was not statistically significant (p = 0.5589). Household members/size also did not significantly impact VBD knowledge (β = 0.001985, p = 0.8086). Gender was not significant either.

4. Discussion

Our study revealed considerable disparities in knowledge, attitude, and prevention practices regarding VBDs between the islands of Shahpori (Bangladesh) and Gaya (Malaysia) despite their similar remote geographical settings. The socio-economic and educational status significantly differed between the two islands. Only 22.6% of the Shahpori residents had completed their post-high school education, whereas 54.6% of the Gaya residents had attained a similar level of education. Education has long been recognized as a key determinant of health, and our findings align with previous studies that suggest a correlation between low educational attainment and limited VBD-related knowledge [15,16,17,18,19]. While both islands have a limited number of educational institutions, Shahpori Island suffers from an insufficient provision of educational facilities in contrast to its counterpart.

The occupational distribution among the residents of both islands exhibited similarities, encompassing roles such as small-scale business owners, day laborers, low-income private service, housewives, fishermen, and farmers. In Gaya, many participants were housewives but contributed to the family income by selling handmade mats, crafts made from shells, and other sea products in the nearby market. A small proportion of these homemakers made shell ornaments and sold them in the nearby municipalities for their livelihood. The residents of Gaya often commuted to Kota Kinabalu, the capital of Sabah, where they engaged in various occupations such as day laborers, small-scale business, or shopkeepers. Meanwhile, we observed a slightly different pattern in Shahpori Island, where all the participants were predominantly male workers, with men playing the primary role in supporting family income. Most of our respondents were day laborers in Gaya Island (38%). The residents from both islands frequently commute to nearby municipalities by engine boat or speed boat; however, during the dry season, residents of Shahpori can commute to the mainland on foot.

Despite these socio-economic differences, the participants from both islands exhibited a basic level of awareness regarding VBDs, with only a small fraction of the respondents (6%) reporting no prior knowledge or having never heard of mosquito-borne diseases. In our study, 12.3% of the respondents were unaware of symptoms associated with emerging VBDs such as the Zika virus and Chikungunya. The majority of the participants on both islands recognized that mosquito bites could lead to mosquito-borne diseases, consistent with the findings reported in other settings in both countries and other geographic regions of different countries [20,21,22]. Interestingly, only 2.6% of our respondents were aware of other potential causes of VBDs other than mosquito bites, suggesting significant gaps in understanding the broader etiologies of VBDs.

In terms of preventive measures, the Gaya Island residents demonstrated better awareness than their Shahpori counterparts. However, both populations lack knowledge of the detailed life cycle of mosquitoes, mosquito breeding sites, and the natural history of the diseases. While the respondents from both islands recognized mosquito bites as a key risk factor and reported using preventive measures such as mosquito nets and repellents, the actual prevalence and implementation of these measures were relatively low compared to other regions [23,24]. The disparity in prevalence may arise from spatial and socio-economic discrepancies, limited resources, and the rural nature of these areas. Strategies to prevent mosquito breeding sites are not commonly adopted in the rural areas of Bangladesh, although some urban areas have implemented mosquito breeding prevention measures [25]. However, at Shahpori Island, these practices have never been adopted. Similarly, while there is a comprehensive mosquito prevention program in operation in urban areas of Malaysia [26], no such program has been reported on Gaya Island.

The medical infrastructure and diagnostic capabilities on both islands are significantly limited, as reflected in our study findings. While all individuals on Gaya Island reported receiving medical treatment at government health facilities, residents of Shahpori predominantly sought medical care from rural, non-registered practitioners or minimally educated rural pharmacy staff, with government and private healthcare facilities serving as secondary options. The absence of registered medical practitioners in both locations indicates a significant healthcare infrastructure gap. Notably, Gaya Island does not have any “bomoh” or traditional village healers commonly found in other rural areas of Malaysia [26]. The absence of these traditional healers suggests that Gaya residents neither rely on nor perceive traditional healers as primary healthcare providers. This contrasts with the situation on Shahpori Island, where participants frequently depend on non-registered rural practitioners due to the lack of registered medical professionals and infrastructure. Access to healthcare in Shahpori is particularly challenging, as residents must undertake strenuous journeys to the nearest municipality to receive medical care. Previous research in Bangladesh has shown a preference among the majority of individuals to seek medical care from rural, non-registered practitioners, attributed to inadequate medical infrastructure, high poverty rates, and limited availability of registered medical physicians [25].

Although the respondents from both islands had limited knowledge about VBDs, including their causes, symptoms, and preventive measures, they demonstrated positive attitudes toward VBD prevention. This may be linked to the significant public health implications of VBDs and the existence of some awareness initiatives disseminated through mass media channels. However, these efforts remain remarkably insufficient given the severe adverse effects of VBDs. Most importantly, VBDs frequently evade diagnosis due to the absence of well-equipped laboratories, technicians, and trained medical professionals, leading to treatments based on presumptive diagnoses or left untreated. Furthermore, Shahpori Island is particularly vulnerable due to the ongoing refugee crisis, socio-political unrest, armed conflicts, inadequate immunization, massive ecological degradation, and reports of drug-resistant malaria in the region [27,28].

This study has several limitations, including a relatively small sample size and the exclusion of female participants from Shahpori Island due to logistical challenges. The random selection of participants in these remote island territories was based on transportation convenience, which may have introduced sampling bias. As a result, the gender comparison between the islands was not possible, which limits the generalizability of the findings, and the overall conclusions need to be interpreted with caution. Nevertheless, our study provides valuable insights into the gaps in knowledge and prevention practices related to VBDs in remote islands of South and Southeast Asia. These findings underscore the need for targeted public health interventions tailored to the unique socio-economic and geographic contexts of these populations. While the current study did not evaluate intervention effectiveness, the observed gaps in knowledge and prevention practices highlight the potential need for integrated vector control programs tailored to remote island communities. Although the present findings underscore important gaps in public awareness and behavior, they must be accompanied by actionable public health strategies. In resource-constrained island settings, outreach and education efforts may benefit from deploying trained community health volunteers, integrating mosquito-borne disease awareness into school-based programs, and utilizing local gathering spaces such as local markets and places of worship for health communication. Engagement with local leaders, including religious figures and community elders, as well as coordination with the coast guard or local administrative officials, can strengthen message dissemination. Public warning systems and mass media channels such as radio, television, posters, and loudspeaker announcements may also serve as effective tools to deliver prevention messages during high-risk periods. These approaches should be tailored to reflect local language, culture, health infrastructure, and evidence-based models.