Prevalence and factors associated with the awareness of obstetric fistula among women of reproductive age in The Gambia: a multilevel fixed effects analysis

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Study Justification:
– Obstetric fistula is a serious health issue that affects women, particularly young women in rural areas with poor socioeconomic situations and education.
– Inadequate awareness of obstetric fistula delays recognition, reporting, and treatment, leading to physical and mental health complications.
– This study aimed to investigate the prevalence and factors associated with obstetric fistula awareness among women of reproductive age in The Gambia.
Study Highlights:
– The prevalence of obstetric fistula awareness among women in The Gambia was found to be 12.81%.
– Factors associated with higher odds of obstetric fistula awareness included age (45-49 years), marital status (married), higher education, professional or managerial occupation, history of pregnancy termination, regular radio listening, ownership of a mobile phone, and being in the richest wealth index.
Study Recommendations:
– Implement well-planned public awareness initiatives at the institutional and community levels to raise awareness of obstetric fistula among reproductive-age women.
– Provide reproductive health education on obstetric fistula beyond the hospital setting.
Key Role Players:
– Ministry of Gender, Children, and Social Welfare of Gambia
– United Nations Population Fund (UNFPA)
– Gambia Bureau of Statistics (GBoS)
– Ministry of Health (MoH)
– International organizations and agencies involved in reproductive health and women’s rights
Cost Items for Planning Recommendations:
– Development and implementation of public awareness campaigns
– Training and capacity building for healthcare professionals and community workers
– Production and dissemination of educational materials
– Research and data collection on obstetric fistula prevalence and awareness
– Monitoring and evaluation of awareness initiatives
– Collaboration and coordination efforts among stakeholders

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong, but there are some areas for improvement. The study used nationally representative data from a large sample size, which enhances the generalizability of the findings. The statistical analysis was rigorous, using multilevel logistic regression models to assess the association between various factors and obstetric fistula awareness. The results were presented as adjusted odds ratios with 95% confidence intervals. However, the abstract could be improved by providing more information on the limitations of the study, such as potential sources of bias or confounding factors. Additionally, it would be helpful to include a brief discussion of the implications of the findings and potential recommendations for future research or interventions to improve obstetric fistula awareness.

Background: An obstetric fistula is an inappropriate connection between the vagina, rectum, or bladder that results in faecal or urine incontinence. Young women from rural areas with poor socioeconomic situations and education are the majority of victims, which restricts their access to high-quality healthcare. Obstetric fistulas can have devastating effects on the physical health of affected women if they are not promptly treated. Inadequate awareness of the symptoms delays recognition of the problem, prompt reporting, and treatment. Women with poor awareness of the disorder are also more likely to develop complications, including mental health issues. Using data from a nationally representative survey, this study investigated the prevalence and factors associated with the awareness of obstetric fistula among women of reproductive age in The Gambia. Methods: This study used population-based cross-sectional data from the 2019–2020 Gambia Demographic and Health survey. A total of 11823 reproductive-aged women were sampled for this study. Stata software version 16.0 was used for all statistical analyses. Obstetric fistula awareness was the outcome variable. Multilevel logistic regression models were fitted, and the results were presented as adjusted odds ratios (aOR) with statistical significance set at p < 0.05. Results: The prevalence of obstetric fistula awareness was 12.81% (95%CI: 11.69, 14.12). Women aged 45–49 years (aOR = 2.17, 95%CI [1.54, 3.06]), married women (aOR = 1.39, 95%CI [1.04, 1.87]), those with higher education (aOR = 2.80, 95%CI [2.08, 3.79]), and women who worked as professionals or occupied managerial positions (aOR = 2.32, 95%CI [1.74, 3.10]) had higher odds of obstetric fistula awareness. Women who had ever terminated pregnancy (aOR = 1.224, 95%CI [1.06, 1.42]), those who listened to radio at least once a week (aOR = 1.20, 95%CI [1.02, 1.41]), ownership of a mobile phone (aOR = 1.20, 95%CI [1.01, 1.42]) and those who were within the richest wealth index (aOR = 1.39, 95%CI [1.03, 1.86]) had higher odds of obstetric fistula awareness. Conclusion: Our findings have revealed inadequate awareness of obstetric fistula among women of reproductive-age in The Gambia. Obstetric fistulas can be mitigated by implementing well-planned public awareness initiatives at the institutional and community levels. We, therefore, recommend reproductive health education on obstetric fistula beyond the hospital setting to raise reproductive-age women's awareness.

In The Gambia, the true burden of obstetric fistula is unknown due to a lack of nationally representative data. The prevalence of fistula, for instance, is based on proxy measurements such as treatment facilities, contextual information, and rates of maternal and perinatal mortality. The current national burden using data from these sources is between 335 to 1052 cases [9] as compared to the 2006 figure of 197 (0.5 per 1000) cases [19] of obstetric fistula. These estimates are not generally representative, and the actual burden might be higher than stated. Nevertheless, The Gambia is considered among the 22 high-burdened countries in the world and was selected to train surgeons on obstetric fistula repair as part of the FIGO's Fistula Surgery Training program [20]. Efforts are also made by the government in collaboration with UNFPA to create awareness of the disease among reproductive-age women and enhance its repair to improve the quality of life of women. The Ministry of Gender, Children, and Social Welfare of Gambia has ensured the implementation of local programs and strategies aimed at tackling the complex circumstances and conditions that contribute to the development of obstetric fistulas in the country. In May 2022 the Zero Fistula Gambia campaign was launched, to raise public awareness of the condition and call for its eradication [9]. This campaign was targeted at achieving zero fistula cases in The Gambia by 2030 which collaborates with the international goals of UNFPA in ending obstetric fistula [9, 20]. The Gambia currently has three fistula centers, three fistula surgeons, and two FIGO-trained fellows. The facilities offering fistula repair are Edward Francis Small Hospital, Banjul, Bafrow Fistula center, Serekunda, and Kanifing General Hospital. Estimating the proportion of reproductive-aged women who are currently aware of the symptoms of obstetric fistula and the factors’ influencing awareness is necessary to assist these awareness programs and initiatives to track the progress and to improve public health education programmes. The study used nationally representative data from the 2019–2020 Gambia Demographic and Health Survey (GDHS). The data collection for the GDHS was from November 21, 2019, to March 30, 2020. The Gambia Bureau of Statistics (GBoS) executed the survey in collaboration with the Ministry of Health (MoH) and with technical assistance from ICF through The DHS Program. Funding for the 2019–20 GDHS came from the United Nations Population Fund (UNFPA) and other agencies and organisations [2]. A multistage (two-stage) sampling design was employed to select households from the eight Local Government Areas (LGAs) in The Gambia for the survey. The first stage involved the stratification of the LGAs into rural and urban areas, based on an updated version of the 2013 Gambia Population and Housing Census (2013 GPHC), and the selection of 281 clusters (enumeration areas) with a probability proportional to their size within each sampling stratum. In the second stage, 25 households were selected from each cluster using a systematic sampling technique, resulting in a sample size of 7,025 households. Data were collected through face-to-face interviews with all women aged 15–49 who were permanent residents of the selected households or visitors who stayed overnight before the survey. Out of the 12,481 women aged 15–49 who were eligible for interviews in the selected households, 11,865 completed the interviews, yielding a response rate of 95% [2]. The primary outcome of this study was women’s awareness of obstetric fistula. Data on the outcome was extracted from the 2019–20 GDHS individual recode file which contained individual women’s data. The fistula module, which was included as part of the women’s questionnaire, asked women aged 15–49 years if they had ever heard of the phenomenon of urine or stool leaking from a woman’s vagina during the day and night, usually after a difficult childbirth, sexual assault, or pelvic surgery. In this analysis, the responses to the question (“have you ever heard about fistula?”) were dichotomous: Yes = ‘ever heard of fistula’ and No = ‘never heard of fistula’. The study considered 18 explanatory variables which were grouped into individual-level and household/community (contextual) level factors. The variables were determined based on the ecological model [21, 22] and through a review of previously published relevant studies, including systematic reviews and meta-analyses [17, 18, 23, 24]. Utilising an ecological model in a population-based study provides a unique contribution to knowledge on obstetric fistula awareness among reproductive-age women. Individual-level factors were the age of the woman, marital status, educational status, occupation, religion, health insurance coverage, parity, sexual experience, pregnancy status, ever terminated pregnancy, frequency of listening to radio, frequency of reading newspaper or magazine, frequency of watching television, owns a mobile telephone, and use of the internet. The age of the women was categorised as 15–19, 20–24, 25–29, 30–34, 35–39, 40–44, and 45–49 while marital status was coded as never married, married, cohabitation, widowed, and divorced. Educational status was coded as no education, primary education, secondary education, and higher education; occupation was recoded as not working, managerial, clerical/sales, agricultural, services, and manual while religion was recoded as Christianity and Islam. Health insurance coverage was categorised as ‘no’ and ‘yes’, parity was recoded as null (0), 1–3, and ≥ 4 while the sexual experience was recoded as ‘not had sex’ and ‘had sex’. The pregnancy status of the women was categorised as no = ‘not currently pregnant’ and yes = ‘currently pregnant’ while pregnancy termination was coded as no = ‘never terminated pregnancy’ and yes = ‘ever terminated pregnancy’. Frequency of reading newspaper or magazine, frequency of watching television, and Frequency of listening to radio were categorised as ‘not at all’, ‘less than once a week’, and ‘at least once a week’. The use of the internet was categorized as ‘never’, ‘yes, last 12 months’, and ‘yes, before last 12 months. The contextual level variables were selected based on the ecological model [21]. They included the sex of the household head, household wealth index, place of residence, and region. The sex of the household head was coded as ‘male’ and ‘female’ while the household wealth index was divided into five quantiles (poorest, poorer, middle, richer, and richest). The standard DHS data on ownership of household assets were used to compute the wealth index by selecting bicycles, television, house building materials, type of access to water, and sanitation facilities. The wealth index was generated from these assets through Principal Component Analysis (PCA). The PCA is a statistical procedure that is used to generate the wealth index by combining the household assets and grouped into five quantiles as stated above. The type of residence was coded as urban and rural while the region was categorized as Banjul, Kanifing, Brikama, Mansakonko, Kerewan, Kuntaur, Janjanbureh, and Basse [25]. The analysis was conducted using Stata software version 16.0 (Stata Corporation, College Station, TX, USA). Descriptive statistics were used to present the distribution of obstetric fistula awareness across the categories of the explanatory variables, and chi-square test (χ2) was performed to determine the crude estimates of the association between obstetric fistula awareness and the explanatory variables. Because the 2019–20 GDHS nested women within households and households within clusters, we used a multilevel logistic regression to assess the association between the individual and contextual level factors and obstetric fistula awareness among the women for the multivariable analysis. A total of four models were built. The first model (Model O) was fitted as an empty model (random intercept) without predictors. We fitted the individual level variables into the second model (model I). The third model (model II) included the contextual level variables while in the final model (model III) we fitted all the explanatory variables against obstetric fistula awareness. The multilevel logistic regression model comprised of fixed and random effects [26, 27]. Clusters were assumed as random effects to check for unexplained variability at the community level. The fixed effects showed the results of the association between the explanatory variables and obstetric fistula and were presented as adjusted odds ratios (aOR) with 95% confidence intervals. Intra Cluster correlation (ICC) was used to assess the random effects (measures of variation). The adequacy of the model was assessed using the loglikelihood ratio test while the Akaike's Information Criterion (AIC), and Bayesian Information Criteria (BIC) were used to evaluate model fitness. A multicollinearity diagnostic test was conducted and none of the explanatory variables had a high Variance Inflation Factor (VIF) necessary for exclusion (mini VIF = 1.02, max VIF = 3.47, mean VIF = 1.66). The sample was weighted (individual weight for women/1,000,000) to account for the unequal sampling of women from enumeration areas, and the survey set command in Stata was used in the analysis to account for the survey’s complex nature. Statistical significance was set at p < 0.05. We adhered to the guidelines outlined in the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) statement [28]. Ethical approval was not required for this secondary analysis. However, for the primary survey, the MEASURE DHS sought approval from the institutional review boards (IRBs) at ICF and The Gambia Government/Medical Research Council (MRC) Joint Ethics Committee in The Gambia before the commencement of data collection [2]. The MEASURE DHS approved our use of the 2019–20 GDHS data for this study.

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The study mentioned in the description highlights the inadequate awareness of obstetric fistula among women of reproductive age in The Gambia. Obstetric fistula is a condition that can have devastating effects on the physical and mental health of affected women if not promptly treated. The study identifies several factors associated with obstetric fistula awareness, including age, marital status, education level, occupation, pregnancy history, media exposure, and wealth index.

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

1. Implement comprehensive reproductive health education: Develop and implement well-planned public awareness initiatives at the institutional and community levels to raise awareness about obstetric fistula among reproductive-age women. This education should go beyond the hospital setting and reach women in rural areas with poor socioeconomic situations and education, who are the majority of victims. The education should focus on recognizing the symptoms of obstetric fistula, the importance of prompt reporting, and the availability of treatment options.

2. Strengthen media campaigns: Utilize various media platforms such as radio, television, newspapers, and magazines to disseminate information about obstetric fistula. Increase the frequency of health-related programs and advertisements that raise awareness about the condition, its prevention, and available treatment options. Collaborate with media outlets to ensure the accurate and widespread dissemination of information.

3. Engage community leaders and influencers: Work closely with community leaders, religious leaders, and influential individuals to promote awareness of obstetric fistula. These individuals can play a crucial role in disseminating information, addressing cultural beliefs and misconceptions, and encouraging women to seek timely healthcare.

4. Mobile health interventions: Leverage the widespread ownership of mobile phones in The Gambia to deliver targeted health messages and reminders to reproductive-age women. Develop mobile health applications or SMS-based interventions that provide information about obstetric fistula, its prevention, and available treatment options. These interventions can also serve as a platform for women to ask questions and seek support.

5. Strengthen healthcare infrastructure: Improve access to high-quality healthcare services, including obstetric fistula treatment and prevention, in rural areas. Invest in training healthcare providers, particularly in the identification and management of obstetric fistula cases. Ensure that healthcare facilities have the necessary equipment, supplies, and skilled personnel to provide comprehensive maternal health services.

6. Collaborate with international organizations: Partner with international organizations such as the United Nations Population Fund (UNFPA) to leverage their expertise, resources, and networks in addressing obstetric fistula. Collaborate on initiatives aimed at raising awareness, providing training, and improving access to treatment for obstetric fistula.

By implementing these recommendations, The Gambia can improve access to maternal health and reduce the prevalence of obstetric fistula. It is essential to address the lack of awareness and ensure that women have the knowledge and resources to seek timely healthcare, ultimately improving their overall well-being.
AI Innovations Description
The study mentioned in the description highlights the inadequate awareness of obstetric fistula among women of reproductive age in The Gambia. Obstetric fistula is a condition that can have devastating effects on the physical and mental health of affected women if not promptly treated. The study identifies several factors associated with obstetric fistula awareness, including age, marital status, education level, occupation, pregnancy history, media exposure, and wealth index.

Based on the findings of the study, the following recommendation can be developed into an innovation to improve access to maternal health:

1. Implement comprehensive reproductive health education: Develop and implement well-planned public awareness initiatives at the institutional and community levels to raise awareness about obstetric fistula among reproductive-age women. This education should go beyond the hospital setting and reach women in rural areas with poor socioeconomic situations and education, who are the majority of victims. The education should focus on recognizing the symptoms of obstetric fistula, the importance of prompt reporting, and the availability of treatment options.

2. Strengthen media campaigns: Utilize various media platforms such as radio, television, newspapers, and magazines to disseminate information about obstetric fistula. Increase the frequency of health-related programs and advertisements that raise awareness about the condition, its prevention, and available treatment options. Collaborate with media outlets to ensure the accurate and widespread dissemination of information.

3. Engage community leaders and influencers: Work closely with community leaders, religious leaders, and influential individuals to promote awareness of obstetric fistula. These individuals can play a crucial role in disseminating information, addressing cultural beliefs and misconceptions, and encouraging women to seek timely healthcare.

4. Mobile health interventions: Leverage the widespread ownership of mobile phones in The Gambia to deliver targeted health messages and reminders to reproductive-age women. Develop mobile health applications or SMS-based interventions that provide information about obstetric fistula, its prevention, and available treatment options. These interventions can also serve as a platform for women to ask questions and seek support.

5. Strengthen healthcare infrastructure: Improve access to high-quality healthcare services, including obstetric fistula treatment and prevention, in rural areas. Invest in training healthcare providers, particularly in the identification and management of obstetric fistula cases. Ensure that healthcare facilities have the necessary equipment, supplies, and skilled personnel to provide comprehensive maternal health services.

6. Collaborate with international organizations: Partner with international organizations such as the United Nations Population Fund (UNFPA) to leverage their expertise, resources, and networks in addressing obstetric fistula. Collaborate on initiatives aimed at raising awareness, providing training, and improving access to treatment for obstetric fistula.

By implementing these recommendations, The Gambia can improve access to maternal health and reduce the prevalence of obstetric fistula. It is essential to address the lack of awareness and ensure that women have the knowledge and resources to seek timely healthcare, ultimately improving their overall well-being.
AI Innovations Methodology
To simulate the impact of the main recommendations on improving access to maternal health, a methodology could be developed as follows:

1. Baseline assessment: Conduct a baseline assessment to determine the current level of awareness of obstetric fistula among women of reproductive age in different regions of The Gambia. This assessment should include data on age, marital status, education level, occupation, pregnancy history, media exposure, and wealth index.

2. Intervention implementation: Implement the recommendations outlined in the study, including comprehensive reproductive health education, media campaigns, engagement with community leaders and influencers, mobile health interventions, and strengthening healthcare infrastructure. These interventions should be implemented in selected regions or communities to assess their impact.

3. Data collection: Collect data on obstetric fistula awareness before and after the implementation of the interventions. This data should include information on the same variables assessed in the baseline assessment.

4. Statistical analysis: Analyze the data using appropriate statistical methods, such as multilevel logistic regression, to assess the impact of the interventions on obstetric fistula awareness. Compare the awareness levels before and after the interventions and determine the statistical significance of any changes observed.

5. Evaluation: Evaluate the effectiveness of each intervention in improving obstetric fistula awareness. Assess the reach and impact of reproductive health education initiatives, media campaigns, community engagement efforts, mobile health interventions, and improvements in healthcare infrastructure.

6. Recommendations: Based on the findings of the simulation, make recommendations for scaling up the most effective interventions to improve access to maternal health in The Gambia. Consider factors such as cost-effectiveness, feasibility, and sustainability in making these recommendations.

7. Monitoring and evaluation: Continuously monitor and evaluate the implementation of the recommended interventions. Collect data on obstetric fistula awareness and other relevant indicators to assess the long-term impact of the interventions and make any necessary adjustments.

By following this methodology, it will be possible to simulate the impact of the main recommendations on improving access to maternal health in The Gambia. This will provide valuable insights for policymakers, healthcare providers, and other stakeholders in designing and implementing effective interventions to address the inadequate awareness of obstetric fistula and improve the overall well-being of women in reproductive age.

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