Determinants of the use of insecticide-treated mosquito nets in pregnant women: a mixed-methods study in Ghana

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Study Justification:
– Malaria in pregnancy is a significant cause of morbidity and mortality in sub-Saharan Africa.
– Insecticide-treated nets (ITNs) are effective for malaria prevention, but adherence remains a challenge.
– This study aimed to identify the determinants of ITN use in pregnant women in Ghana to inform interventions and improve adherence.
Study Highlights:
– A survey was conducted among 710 pregnant women in the Upper West Region of Ghana.
– Only 19% of women had specific knowledge of the risks of malaria in pregnancy.
– Determinants of ITN use included ITN ownership, good maternal knowledge of malaria risks in pregnancy, and more antenatal care contacts.
– Non-use of ITNs was influenced by inappropriate hanging infrastructure, preference for other prevention alternatives, allergy, and heat.
Study Recommendations:
– Community and antenatal care-based interventions should prioritize increasing knowledge of the specific risks of malaria in pregnancy.
– Efforts should be made to improve ITN ownership and ensure proper hanging infrastructure.
– Alternative malaria prevention options should be explored for pregnant women with allergies or heat sensitivity.
Key Role Players:
– Ministry of Health: Responsible for implementing and coordinating malaria prevention interventions.
– Health Facility Staff: Provide antenatal care services and education on malaria prevention.
– Community Health Workers: Engage with the community to promote ITN use and provide education.
– Non-Governmental Organizations: Support implementation of malaria prevention programs and provide resources.
Cost Items for Planning Recommendations:
– Education and Training: Budget for training health facility staff and community health workers on malaria prevention and ITN use.
– ITN Distribution: Allocate funds for the procurement and distribution of ITNs to pregnant women.
– Infrastructure Improvement: Budget for improving hanging infrastructure for ITNs in households and health facilities.
– Awareness Campaigns: Allocate funds for community awareness campaigns to increase knowledge of malaria risks in pregnancy and promote ITN use.
Please note that the cost items provided are general categories and not actual cost estimates. The actual cost will depend on the specific context and implementation strategy.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is moderately strong, but there are some areas for improvement. The study design, which included a questionnaire survey and focus group discussions, provides a good mix of quantitative and qualitative data. The sample size of 710 pregnant women is relatively large, increasing the generalizability of the findings. The study also identified several determinants of insecticide-treated mosquito net (ITN) use, such as ITN ownership, maternal knowledge of malaria risks in pregnancy, and antenatal care contacts. However, the abstract does not provide information on the statistical significance of these determinants, making it difficult to assess the strength of the associations. Additionally, the abstract could benefit from including specific recommendations for actionable steps to improve ITN use, based on the study findings. For example, the abstract mentions that community and ANC-based malaria interventions should prioritize increasing knowledge of the specific risks of malaria, but it does not provide specific strategies or interventions that could be implemented.

BACKGROUND: Malaria in pregnancy remains a significant cause of morbidity and mortality, affecting the highly endemic countries of sub-Saharan Africa (SSA). Insecticide-treated nets (ITNs) are effective for malaria prevention. However, poor adherence in SSA remains a challenge. METHODS: We conducted a standard questionnaire survey among 710 pregnant women from 37 primary care clinics in the Upper West Region of Ghana from January through May 2019. Using a sequential explanatory design, we integrated the survey data from six focus group discussions with pregnant women. RESULTS: While 67% of women had some general knowledge about malaria prevention, only 19% knew the specific risks in pregnancy. Determinants of ITN use included ITN ownership (odds ratio [OR] 2.4 [95% confidence interval {CI} 1.3 to 4.4]), good maternal knowledge of the risks of malaria in pregnancy (OR 2.4 [95% CI 1.3 to 4.3]) and more antenatal care (ANC) contacts (OR 1.3 [95% CI 1.0 to 1.5)]. Focus group discussions showed that non-use of ITNs resulted from inappropriate hanging infrastructure, a preference for other malaria prevention alternatives, allergy and heat. CONCLUSIONS: Specific maternal knowledge of malaria risks in pregnancy was low and influenced the regular use of ITNs. Community and ANC-based malaria interventions should prioritize increasing knowledge of the specific risks of malaria.

The study was conducted in the Upper West Region (UWR) of Ghana (population 868 484 in 2020), an area that is highly endemic for malaria (Figure 1).14 Map of the study area (Upper West Region), showing the two districts selected. ITN use was defined as a pregnant woman having slept under an ITN the night previous to the study interview. A pregnant woman was considered to have good general knowledge regarding the transmission and prevention of malaria if her average score for the knowledge-based questions was at least 50%. A pregnant woman was considered to have good specific knowledge regarding the risks that can result from malaria infection during pregnancy if she listed at least two-thirds of these specific risks correctly. A comparative sequential explanatory mixed-methods model was used.15 First, a survey was conducted among third-trimester pregnant women attending antenatal care (ANC) services in two districts of the UWR. The study focused on third-trimester pregnant women because, per Ghana’s free maternal healthcare policy, ITNs are freely issued to pregnant women upon registration of their pregnancies at the health facility (HF). We presumed that third-trimester women may have had the optimum number of ANC contacts (≥4) and would have been exposed to regular facility-based ANC education on malaria. In addition, focus group discussions (FGDs) were conducted with pregnant women in the area. The study took place from January to May 2019. Quantitative data were collected by administering a standard questionnaire, review of respondents’ ANC records and direct observations. These data included respondents’ sociodemographic and obstetric characteristics and their use or non-use of ITNs. We also assessed the pregnant women’s knowledge of malaria transmission, the risk to pregnancy and malaria prevention. A mean score was calculated for general knowledge using only correct responses, while the specific knowledge of malaria risks in pregnancy was used in the logistic regression model. With an α level of 5% (two-sided t-test) and a power of 80%, the total estimated sample size (N=n1+n2) needed to detect any variations by comparing the two study districts was 710 (n1=355) third-trimester pregnant women, considering the proportions of ITN use in the rural and urban districts to be 70% and 60%, respectively, as described in similar populations.16,17 A multistage sampling approach was used (Figure 2).15 Two of 11 administrative districts in the UWR (1 urban [purposive] and 1 rural [simple random]) were selected for comparison (Figure 1).18 The oldest, most populated and comparatively more resourced of the four urban districts was purposefully selected and compared with one of seven rural districts that was randomly selected. Unlike the urban district, the rural district is underresourced, with dispersed population density and often lacking the requisite health staff. There were 27 HFs offering ANC services in the selected rural district of Lambussie and 27 in the selected urban district of Wa. Through a mix of purposive and simple random sampling, we selected 20 of 27 HFs in Lambussie and 17 of 27 HFs in Wa, for a total of 37 of 54 HFs from both districts. The main HF in each subdistrict, usually the highest referral centre, was automatically included in the sampled HFs; all other HFs were selected through simple random sampling (Table 5, Appendix 1). Prior to the random selection of the HFs, we adopted the simple majority rule of sampling 50%+1 of all eligible HFs in each subdistrict, as used elsewhere.17,19 Thus we sampled at least 50% of the total eligible HFs in each subdistrict. The 50%+1 rule was used because it was not feasible, due to time and other resource requirements, to cover all HFs in all selected subdistricts.17 Based on the total number of eligible HFs in each of the six subdistricts, the sum of 50%+1 of all eligible HFs added up to 20 and 17 HFs for the rural and urban districts, respectively (Table 6, Appendix 1).17 Study design and sampling procedure for ITN ownership and use. The pregnant women were selected from the chosen ANC facilities if they met the inclusion criteria (Figure 2). The pregnant women were recruited first by sequential sampling and then by purposive sampling (at least 25 weeks pregnant). The number of participants sampled from each health facility was based on the rule of proportionality (Table 7, Appendix 1). A semi-structured questionnaire was used by 12 study nurses. The series of questions asked about respondents’ knowledge of malaria and its prevention, the risks of malaria in pregnancy, history of ANC contacts, ownership and use of ITNs, current gestational age and at first ANC visit, parity and sociodemographic characteristics. The FGDs used an interactive question-and-answer format. The sample frame for the FGDs comprised 130 (60 urban and 70 rural) ‘ITN defaulters’ identified through the survey. An ITN defaulter was defined as any pregnant woman who had not slept under an ITN during the previous night (Figure 2). Six FGDs with eight participants each were conducted.20,21 The participants for the FGDs in each district were drawn through a purposive mixed method (only defaulters) and a simple random (lottery) technique (if there were more than eight).22 All women were contacted via phone calls in collaboration with the responsible health workers and invited to participate voluntarily. The main language of communication throughout all FGDs was Dagaare, the primary traditional language spoken in the study area. Data were collected through an FGD guide, an audio recorder and note pads. The FGD guide was developed based on recommended scientific standards.22–24 The guide consisted of questions sectioned into four main themes: participants’ basic understanding of malaria and its associated risks on pregnancy, challenges in accessing or using an ITN, if spouses or other family members posed any hindrance to their use of an ITN and if they felt that the service providers should consider facilitating their access to and use of ITNs. Quantitative data were compiled, cleaned and analysed using Stata (version 14.0; StataCorp, College Station, TX, USA). After descriptive statistics, binary logistic regression was used to analyse the determinants of ITN use. The outcome variable was sleeping under an ITN, measured as categorical (yes/no). The independent variables measured as categorical included marital status, family type, occupation, monthly income, religion, formal education, level of education, gestation at first ANC, parity, ITN ownership, knowledge of risks of malaria in pregnancy and study district. Other variables measured as continuous included the number of ANC contacts, household size and maternal age. Thematic content analysis was used to analyse the qualitative data, considering both inductive and deductive approaches using the QDA Miner Lite and MS Word (Microsoft, Redmond, WA, USA). The recordings of the FGD were translated into English shortly after each group session. The audio recordings were translated independently by the two moderators of the FGDs and compared for validation and analysis. The recordings were played repeatedly and typed verbatim into MS Word according to the flow of the questioning and answering format. The text was validated by repeated reading alongside playing the recordings to ensure that no information was skipped. The responses and discussions for each question were tabulated into similar themes and synthesized according to inductive codes. The emerging expressions were identified and used as inductive codes for the respective themes.

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Based on the provided information, here are some potential innovations that could improve access to maternal health:

1. Mobile Health (mHealth) Applications: Develop mobile applications that provide pregnant women with information about malaria prevention, including the risks of malaria in pregnancy and the importance of using insecticide-treated mosquito nets (ITNs). These applications can also send reminders and notifications to encourage regular ITN use.

2. Community-Based Education Programs: Implement community-based education programs that focus on raising awareness about malaria prevention and the specific risks of malaria in pregnancy. These programs can be conducted through local health centers, community health workers, and community leaders to ensure widespread knowledge and understanding.

3. Improved Hanging Infrastructure: Address the issue of inappropriate hanging infrastructure for ITNs by developing innovative solutions that make it easier for pregnant women to hang and use ITNs effectively. This could involve designing new hanging mechanisms or providing affordable and user-friendly ITN hanging kits.

4. Alternative Malaria Prevention Methods: Explore and promote alternative malaria prevention methods that pregnant women may prefer over ITNs. This could include the use of insect repellents, indoor residual spraying, or other innovative approaches that are safe and effective for pregnant women.

5. Allergy and Heat Management: Develop ITNs that are specifically designed to address issues of allergy and heat discomfort, which were identified as barriers to ITN use in the study. This could involve using different materials or incorporating cooling technologies to improve comfort and encourage regular ITN use.

6. Strengthen Antenatal Care (ANC) Services: Enhance ANC services by providing comprehensive education on malaria prevention, including the specific risks in pregnancy. This can be achieved through training healthcare providers, improving ANC counseling protocols, and ensuring regular and quality ANC visits for pregnant women.

These innovations aim to improve knowledge, address barriers, and provide practical solutions to enhance access to maternal health and increase the use of ITNs for malaria prevention during pregnancy.
AI Innovations Description
Based on the study titled “Determinants of the use of insecticide-treated mosquito nets in pregnant women: a mixed-methods study in Ghana,” the following recommendation can be developed into an innovation to improve access to maternal health:

1. Increase knowledge of specific risks: The study found that specific maternal knowledge of malaria risks in pregnancy was low and influenced the regular use of insecticide-treated nets (ITNs). To address this, an innovation could be developed to provide targeted education and awareness campaigns for pregnant women, focusing on the specific risks of malaria in pregnancy. This could be done through various channels such as community health workers, antenatal care clinics, mobile health applications, and social media platforms.

2. Improve ITN ownership: The study identified ITN ownership as a determinant of ITN use. To improve access to ITNs, an innovation could be developed to increase the availability and affordability of ITNs for pregnant women. This could involve partnerships with local manufacturers to produce ITNs at a lower cost, distribution programs through antenatal care clinics, or collaborations with non-governmental organizations to provide subsidized or free ITNs to pregnant women.

3. Enhance antenatal care (ANC) contacts: The study found that more ANC contacts were associated with increased ITN use. To improve access to ANC services, an innovation could be developed to address barriers such as distance, transportation, and cost. This could include mobile ANC clinics, telemedicine consultations, or community-based ANC services to reach pregnant women in remote areas.

4. Address barriers to ITN use: The study identified barriers to ITN use, including inappropriate hanging infrastructure, preference for other malaria prevention alternatives, allergy, and heat. An innovation could be developed to address these barriers, such as designing ITNs with improved hanging mechanisms, promoting the benefits of ITNs over alternative methods, and developing ITNs with improved ventilation to reduce heat and allergy concerns.

Overall, the key recommendation from the study is to prioritize increasing knowledge of the specific risks of malaria in pregnancy through targeted education and awareness campaigns. Additionally, efforts should be made to improve ITN ownership, enhance ANC contacts, and address barriers to ITN use. These recommendations can serve as a basis for developing innovative solutions to improve access to maternal health and reduce the burden of malaria in pregnancy.
AI Innovations Methodology
Based on the provided study, here are some potential recommendations to improve access to maternal health:

1. Increase ITN ownership: Promote and facilitate the distribution of insecticide-treated mosquito nets (ITNs) to pregnant women, ensuring that they have access to these preventive measures.

2. Improve maternal knowledge: Implement educational programs and campaigns to increase pregnant women’s knowledge about the specific risks of malaria in pregnancy and the importance of ITN use.

3. Enhance antenatal care (ANC) services: Strengthen ANC services by providing comprehensive information on malaria prevention, including the use of ITNs. Increase the number of ANC contacts to ensure regular education and support for pregnant women.

4. Address barriers to ITN use: Address infrastructure challenges related to hanging ITNs, such as providing appropriate hanging materials or alternative solutions. Address concerns related to allergies and heat by exploring alternative mosquito prevention methods.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could include the following steps:

1. Baseline data collection: Collect data on ITN ownership, knowledge of malaria risks in pregnancy, ANC contacts, and other relevant factors from a representative sample of pregnant women in the target population.

2. Define indicators: Determine specific indicators to measure the impact of the recommendations, such as the percentage increase in ITN ownership, improvement in maternal knowledge scores, and increase in ANC contacts.

3. Intervention implementation: Implement the recommended interventions, such as distributing ITNs, conducting educational programs, and enhancing ANC services.

4. Post-intervention data collection: After a specified period, collect data again from a similar sample of pregnant women to assess changes in ITN ownership, knowledge scores, ANC contacts, and other relevant indicators.

5. Data analysis: Analyze the post-intervention data and compare it with the baseline data to determine the impact of the recommendations. Calculate the percentage change in indicators and assess statistical significance using appropriate statistical tests.

6. Interpretation and reporting: Interpret the findings and report on the impact of the recommendations on improving access to maternal health. Provide recommendations for further improvement based on the results.

It is important to note that the specific methodology for simulating the impact may vary depending on the resources available, the target population, and the context of the study.

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