Access and barriers to measures targeted to prevent malaria in pregnancy in rural Kenya

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Study Justification:
The study aims to evaluate the barriers preventing pregnant women in rural Kenya from using insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) for malaria prevention during pregnancy. This evaluation is important because it assesses the effectiveness of measures promoted by the national malaria strategy in Kenya and identifies areas where improvements are needed.
Highlights:
– The use of ITN has increased 10-fold and the use of IPT has increased fourfold since 2001.
– However, coverage of these measures remains low, with only 68% of pregnant women using a net and 53% taking at least one dose of IPT-SP.
– Factors associated with higher net and IPT use include living in less poor homesteads, using IPT services, having formal education, and using ITNs.
– Women who live more than an hour away from an antenatal care (ANC) clinic are less likely to use ITNs.
– Provider practices in delivering protective measures against malaria need to change, and community awareness campaigns on the importance of mothers’ use of IPT should be supported.
Recommendations:
– Improve provider practices in delivering ITNs and IPT during pregnancy.
– Increase community awareness campaigns on the importance of using IPT during pregnancy.
– Address barriers to accessing ANC clinics, such as long travel times, to improve ITN use.
Key Role Players:
– Kenyan Ministry of Health (MOH)
– Division of Reproductive Health (DRH)
– John Hopkins Program for International Education in Reproductive Health (JHPIEGO)
– UK’s Department for International Development (DFID)
– Division of Malaria Control (DOMC)
– Service delivery partners
– Health care providers
– Community leaders and influencers
Cost Items for Planning Recommendations:
– Training programs for health care providers on delivering ITNs and IPT
– Community awareness campaigns on the importance of IPT use
– Distribution of ITNs to pregnant women
– Improving access to ANC clinics, such as building new clinics or improving transportation infrastructure

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 provides quantitative data on the use of insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) among pregnant women in rural Kenya. The study uses a community survey and multivariate logistic regression to identify predictors of net and IPT use. The sample size and methodology are adequately described. However, the abstract does not provide information on the representativeness of the sample or the response rate, which could affect the generalizability of the findings. Additionally, the abstract does not mention any limitations of the study or potential sources of bias. To improve the evidence, the authors could provide more details on the sampling strategy, response rate, and limitations of the study. They could also consider conducting a follow-up study to assess the impact of interventions aimed at increasing ITN and IPT use among pregnant women.

Objectives: To evaluate barriers preventing pregnant women from using insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) 5 years after the launch of the national malaria strategy promoting these measures in Kenya. Methods: All women aged 15-49 years were interviewed during a community survey in four districts between December 2006 and January 2007. Women pregnant in the last 12 months were asked about their age, parity, education, use of nets, ITN, antenatal care (ANC) services and sulphadoxine-pyrimethamine (SP) (overall and for IPT) during pregnancy. Homestead assets were recorded and used to develop a wealth index. Travel time to ANC clinics was computed using a geographic information system algorithm. Predictors of net and IPT use were defined using multivariate logistic regression. Results: Overall 68% of pregnant women used a net; 52% used an ITN; 84% attended an ANC clinic at least once and 74% at least twice. Fifty-three percent of women took at least one dose of IPT-SP, however only 22% took two or more doses. Women from the least poor homesteads (OR = 2.53, 1.36-4.68) and those who used IPT services (OR = 1.73, 1.24-2.42) were more likely to sleep under any net. Women who used IPT were more likely to use ITNs (OR = 1.35, 1.03-1.77), while those who lived more than an hour from an ANC clinic were less likely (OR = 0.61, 0.46-0.81) to use ITN. Women with formal education (1.47, 1.01-2.17) and those who used ITN (OR: 1.68, 1.20-2.36) were more likely to have received at least one dose of IPT-SP. Conclusion: Although the use of ITN had increased 10-fold and the use of IPT fourfold since last measured in 2001, coverage remains low. Provider practices in the delivery of protective measures against malaria must change, supported by community awareness campaigns on the importance of mothers’ use of IPT. © 2008 Blackwell Publishing Ltd.

Much of the scientific evidence generated to support the policy position on the use of IPT and ITN during pregnancy in Africa was developed in Kenya (Parise et al. 1998; Shulman et al. 1999; Van Eijk et al. 2002, 2004a,b; Njagi et al. 2003; Ter Kuile et al. 2003). In April 2001 the Kenyan National Malaria Strategy was launched with the management and prevention of malaria in pregnancy as a major component with a stated aim to ensure that 60% of pregnant women were using an ITN or effective IPT by 2006 (MOH 2001). The Division of Reproductive Health (DRH) of the Kenyan Ministry of Health (MOH) developed an implementation strategy to ensure effective clinical management of anaemia and delivery of IPT among ANC attendees with the support of the John Hopkins Program for International Education in Reproductive Health (JHPIEGO) and financial support from the UK’s Department for International Development (DFID). The programme began in July 2000 in the two districts of Kilifi and Busia, as a pilot project and was expanded to four districts (Kwale, Taita-Taveta, Homa Bay and Bondo) in 2002. The fundamentals of the Focussed Antenatal Care programme included the provision of cascade in-service training through decentralized training centres that aimed to reach all cadres of nursing and clinical staff involved in seeing ANC clients. For malaria these in-service training initiatives were supported with laminated visual aids covering the basics of diagnosis and management of anaemia and the timing and dosing of presumptive SP provision during the second and third trimesters of pregnancy. Within the framework of the national malaria strategy, IPT is provided at no charge in public health services. The provision of ITN to pregnant women formed part of a separate implementation strategy managed by the Division of Malaria Control (DOMC) and other service delivery partners described in detail elsewhere (Noor et al. 2007). Briefly, between 2001 and 2004 the predominant source of ITN was the commercial retail sector as part of a DFID-funded programme of social marketing. In 2005 this programme changed to include the delivery of heavily subsidized ITN through maternal and child health and ANC clinics for children aged less than 5 years and pregnant women. In 2006 the DOMC launched a combined programme of ITN distribution with the Kenya Expanded Programme for Immunisation’s (KEPI) catch-up mass measles vaccination initiative, providing free ITN to children in 21 districts and free distribution in a further 24 districts not linked to vaccination. The study was conducted in four districts purposively sampled in collaboration with the MOH to provide detailed longitudinal data on changing access to interventions between 2001 and 2006. The study districts represent the range of malaria epidemiological situations that prevail across Kenya: Kwale on the coast with seasonal, high intensity malaria transmission; Bondo on the shores of Lake Victoria with high intensity perennial transmission, Greater Kisii district (combining the new districts of Kisii Central and Gucha) with low, seasonal transmission conditions of the Western highlands, and Makueni district, a semi-arid area with acutely seasonal, low malaria transmission. The use of ANC services, including measures to prevent malaria during pregnancy, at the launch of the KNMS were described by Guyatt et al. (2004). Across the four districts in 2001, 11% of rural women pregnant in the last 12 months had slept under a net during the pregnancy and only 4.6% had slept under an ITN, 23% had taken any treatment course of SP during the pregnancy and less than 5.1% of women had had two presumptive treatment courses of SP in their second and third trimesters (Guyatt et al. 2004). Of the 230 rural and urban national census enumeration area (EA) communities sampled during 2001, 72 rural EAs were re-sampled in 2003 to form the basis of a more detailed homestead longitudinal surveillance. Following community sensitization, all homesteads within an EA were mapped using GPS (Garmin etrex; Garmin Ltd, Kansas, USA). We explained the purpose of the longitudinal study to heads of homesteads and asked them to participate. In November 2003 all consenting homesteads were recruited into the homestead cohort, de jure resident homestead members enumerated including details of date of birth and sex and each homestead member issued a unique identifier linked to their district, EA and household location. Annual censuses were undertaken between December and January 2004/2005 2005/2006 and 2006/2007. All women aged 15–49 years at the time of the 2006/2007 census were selected from the previous annual census to participate in a detailed interview on their pregnancy histories. Women who provided individual consent for interview and those agreeing to participate were questioned on their birth histories and highest levels of formal education attained. For women reporting a pregnancy that had resulted in a delivery in the last 12 months or who reported being currently pregnant further questions were asked on their use of named ANC services, SP (overall or when they were not sick), net use and whether these were treated in last 6 months or were long-lasting treated nets during the last or current pregnancy. Details were recorded on each homestead related to key asset indicators including: homestead head education level and occupation, housing characteristics (type of wall, roof and floor), source of drinking water, type of sanitation facility, homestead size and persons per sleeping room. Principal components were used to construct a wealth index (Filmer & Pritchett 2001). Wealth asset indices were developed separately for each district to allow for innate differences in the meaning of different assets between districts. Each homestead was then classified into a district-specific wealth quintile. Transport routes and topography; government mission and private health services; and physical barriers to travel (hills, rivers and protected areas) were mapped within each district and assembled in arcgis 9.0 (ESRI Inc., USA) (Noor et al. 2003). Because most people in the study districts walk to health facilities (Noor et al. 2006), walking times were computed using data from the digitized footpaths and roads between the nearest ANC provider and woman’s homestead. A travel time algorithm developed in C++ code was used to define speed differentials along the various footpath and road surfaces (Noor et al. 2006). Barriers such as rivers, forests and parks were masked as impassable. Where a path traversed a river or other water features, however, travel speed remained unchanged from that of the intersecting road. Data entry and storage was undertaken using MS Access (Microsoft, Redmond, USA), analysis was undertaken using STATA version 9.2 (Statacorp 2003, College Station, USA) and arcgis 9.0 (ESRI Inc., USA). A cluster-adjusted chi-squared test was performed to construct precision estimates around proportions and compare them across districts. Regression analyses were undertaken on combined data to examine factors that explained the use of nets; ITN; any IPT and two doses of IPT by pregnant women. Univariate regression analyses were first performed to identify which of the predictor variables were significant to the four outcome measures. In the univariate analyses any predictor with a P-value < 0.15 was considered to be a potentially important covariate of the outcome measure. All predictors meeting the entrance criteria were used to estimate a multivariable logistic regression model to identify their combined effect on a given outcome measure. The multivariate models were fitted using the STATA xtgee command with an exchangeable working correlation matrix. This procedure uses generalized estimating equations (GEE) to account for the potential correlation of observations on pregnant women seen in the same EA while accounting for the variability between clusters. All results were weighted for unequal probability of selection of EA within each district (weight = 1/probability of selecting an EA). Both the cluster-adjusted chi-squared test and the multivariate regression were adjusted for the effect of the variation between districts. Odds ratio (OR), 95% confidence interval (CI) and P-values were recorded for each predictor.

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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) Solutions: Develop mobile applications or SMS-based systems to provide pregnant women with information on the importance of using insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) during pregnancy. These solutions can also send reminders for ANC appointments and provide educational resources.

2. Community Awareness Campaigns: Implement community-based campaigns to raise awareness about the benefits of ITN and IPT for preventing malaria during pregnancy. These campaigns can involve local leaders, community health workers, and traditional birth attendants to disseminate information and encourage pregnant women to utilize these interventions.

3. Improving ANC Services: Enhance the quality and accessibility of ANC services by training healthcare providers on the importance of ITN and IPT, as well as proper administration and dosage. This can include the provision of laminated visual aids and job aids to support consistent and accurate delivery of these interventions.

4. Subsidized or Free Distribution of ITNs: Expand the distribution of ITNs to pregnant women through ANC clinics, maternal and child health programs, and vaccination initiatives. This can involve partnerships with government agencies, non-governmental organizations, and private sector entities to ensure a steady supply of ITNs and reduce financial barriers for pregnant women.

5. Addressing Geographic Barriers: Develop strategies to overcome travel barriers by improving transportation infrastructure or implementing mobile ANC clinics in remote areas. This can help pregnant women access ANC services and receive ITNs and IPT without having to travel long distances.

6. Empowering Women: Promote women’s empowerment and education to increase their knowledge and decision-making power regarding ITN and IPT use during pregnancy. This can involve community-based education programs and initiatives that focus on improving women’s access to education and healthcare services.

It is important to note that these recommendations are based on the information provided and may need to be further tailored to the specific context and needs of the target population.
AI Innovations Description
The study conducted in rural Kenya aimed to evaluate barriers preventing pregnant women from using insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) to prevent malaria during pregnancy. The study found that although there was an increase in the use of ITN and IPT since 2001, coverage remained low.

Based on the findings of the study, the following recommendations can be made to improve access to maternal health:

1. Provider practices: There is a need for healthcare providers to change their practices in the delivery of protective measures against malaria during pregnancy. This includes ensuring that pregnant women have access to ITNs and are provided with IPT services.

2. Community awareness campaigns: Community awareness campaigns should be conducted to educate mothers on the importance of using IPT during pregnancy. These campaigns should emphasize the benefits of IPT in preventing malaria and its potential impact on maternal and child health.

3. Accessibility of ANC clinics: Efforts should be made to improve the accessibility of ANC clinics, particularly for pregnant women who live far from these facilities. This can be achieved by establishing more ANC clinics in remote areas or providing transportation services for pregnant women to reach the nearest clinic.

4. Education: Promoting formal education among women can increase their likelihood of receiving IPT-SP during pregnancy. Therefore, initiatives should be implemented to improve access to education for women, especially in rural areas.

5. Subsidized distribution of ITNs: The study mentioned the success of a program that provided heavily subsidized ITNs through maternal and child health and ANC clinics. This approach should be continued and expanded to ensure that pregnant women have access to affordable ITNs.

By implementing these recommendations, it is expected that access to maternal health, specifically in terms of preventing malaria during pregnancy, can be improved.
AI Innovations Methodology
Based on the provided information, here are some potential recommendations to improve access to maternal health:

1. Strengthen community awareness campaigns: Increase efforts to educate and raise awareness among pregnant women and their communities about the importance of using insecticide-treated nets (ITN) and intermittent presumptive treatment (IPT) with sulphadoxine-pyrimethamine (SP) during pregnancy. This can be done through community health workers, local leaders, and mass media campaigns.

2. Improve availability and distribution of ITNs: Ensure that pregnant women have easy access to ITNs by expanding distribution channels, such as through antenatal care clinics, maternal and child health clinics, and community-based distribution programs. This can include providing heavily subsidized or free ITNs to pregnant women.

3. Enhance ANC services: Strengthen antenatal care services to include comprehensive malaria prevention measures, including the provision of IPT-SP. This can involve training healthcare providers on the timing and dosing of IPT-SP, as well as improving the availability and accessibility of ANC clinics.

4. Address socio-economic barriers: Address socio-economic factors that may hinder access to ITNs and IPT-SP, such as poverty and lack of education. This can be done by implementing targeted interventions to reach women from the least poor households and those with lower levels of education.

To simulate the impact of these recommendations on improving access to maternal health, a methodology could be developed as follows:

1. Define indicators: Identify key indicators to measure access to maternal health, such as the percentage of pregnant women using ITNs, the percentage receiving IPT-SP, and the frequency of ANC visits.

2. Collect baseline data: Gather data on the current status of these indicators in the target population. This can be done through surveys, interviews, and data collection from healthcare facilities.

3. Develop a simulation model: Create a simulation model that incorporates the various factors influencing access to maternal health, such as socio-economic status, availability of ITNs and IPT-SP, and awareness campaigns. This model should consider the specific context and characteristics of the target population.

4. Input data and run simulations: Input the baseline data into the simulation model and run multiple simulations to assess the potential impact of the recommendations. This can involve adjusting different variables, such as the coverage of ITNs, the effectiveness of awareness campaigns, and the availability of ANC services.

5. Analyze results: Analyze the simulation results to determine the potential impact of the recommendations on improving access to maternal health. This can include assessing changes in the indicators of interest and identifying any potential barriers or challenges that may arise.

6. Refine and validate the model: Continuously refine and validate the simulation model based on new data and feedback from stakeholders. This can help ensure the accuracy and reliability of the model’s predictions.

By following this methodology, policymakers and healthcare providers can gain insights into the potential impact of different recommendations on improving access to maternal health and make informed decisions on implementing effective interventions.

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