Determinants of obstructed labor among women attending intrapartum care in Amhara Region, Northwest Ethiopia: A hospital-based unmatched case–control study

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Study Justification:
– Maternal and neonatal mortality in Ethiopia is a major reproductive health problem.
– Obstructed labor is one of the leading causes of maternal, fetal, and neonatal morbidity in developing countries.
– The evidence regarding the determinants of obstructed labor at the tertiary level of care is sparse.
Study Highlights:
– The study aimed to identify the determinants of obstructed labor among women attending intrapartum care in Amhara region referral hospitals.
– A hospital-based unmatched case-control study design was used.
– Cases were women whose labor was obstructed, and controls were women whose labor was not obstructed.
– The study found that factors such as distance from hospital, distance from health center, maternal illiteracy, maternal primary education level, gestational age at first antenatal care visit, gestational age at admission, spouse occupation, and history of pregnancy-related complications were positive determinants of obstructed labor.
– However, women with gestational age between 16 and 28 weeks at the first antenatal care visit were less likely to experience obstructed labor.
– The study concluded that improving women’s literacy status, health service access, and utilization can help reduce obstructed labor.
Recommendations for Lay Reader and Policy Maker:
– Improve women’s literacy status through education programs and initiatives.
– Increase access to health services by improving infrastructure and transportation.
– Promote early and regular antenatal care visits to identify and manage potential risk factors for obstructed labor.
– Enhance awareness and education on the importance of timely healthcare seeking during pregnancy.
– Strengthen the capacity of healthcare providers to manage and prevent obstructed labor.
– Implement strategies to address pregnancy-related complications and provide appropriate care.
Key Role Players:
– Ministry of Health: Responsible for policy development, resource allocation, and coordination of healthcare services.
– Regional Health Bureaus: Responsible for implementing healthcare policies and programs at the regional level.
– Referral Hospitals: Provide specialized care for women experiencing obstructed labor.
– Health Centers: Provide primary healthcare services and refer cases to referral hospitals when necessary.
– Community Health Workers: Play a crucial role in promoting awareness and facilitating access to healthcare services.
– Non-Governmental Organizations: Support initiatives to improve maternal and neonatal health.
Cost Items for Planning Recommendations:
– Education Programs: Budget for developing and implementing literacy programs for women.
– Infrastructure Improvement: Budget for constructing and upgrading healthcare facilities, including referral hospitals and health centers.
– Transportation: Budget for improving transportation systems to ensure timely access to healthcare services.
– Training and Capacity Building: Budget for training healthcare providers on managing and preventing obstructed labor.
– Awareness Campaigns: Budget for developing and implementing campaigns to raise awareness about the importance of antenatal care and timely healthcare seeking.
– Program Implementation and Monitoring: Budget for overseeing the implementation of recommendations and monitoring their effectiveness.

The strength of evidence for this abstract is 7 out of 10.
The evidence in the abstract is based on a hospital-based unmatched case-control study, which provides valuable information. However, there are some areas for improvement. To enhance the strength of the evidence, the study could consider the following actionable steps: 1. Increase the sample size: The current sample size of 810 may be relatively small, and a larger sample size could provide more robust results. 2. Improve control selection: The controls were selected randomly, but a more rigorous matching process could be implemented to ensure better comparability between cases and controls. 3. Enhance data collection methods: The study could consider using standardized tools and protocols to collect data, ensuring consistency and accuracy. 4. Conduct a multicenter study: Including multiple hospitals in different regions could increase the generalizability of the findings. 5. Consider a longitudinal study design: A longitudinal study could provide more insights into the determinants of obstructed labor by capturing data over a longer period. By implementing these steps, the evidence in the abstract can be strengthened, leading to more reliable conclusions and recommendations.

Objectives: maternal and neonatal mortality in Ethiopia is a major reproductive health problem. Obstructed labor is one of the leading causes of maternal, fetal, and neonatal morbidity in developing countries. The evidence regarding its determinants at the tertiary level of care is sparse. Therefore, this study aimed to study the determinants of obstructed labor among women attending intrapartum care in Amhara region referral hospitals. Methods: A Hospital-based unmatched case-control study was conducted from March 1stto August 30, 2017. Cases were women whose labor was obstructed (n = 270), and controls were women whose labor was not obstructed (n = 540). Both cases and controls were selected randomly, and a proportional to size allocation was made to the referral hospitals selected for the study. A binary and a multivariable logistic regression model was computed to identify the determinant factors at 95% CI. Results: The mean age of the study participants was 27.66 years (27.4 ± 5.44 for cases and 28.15 ± 6.16 for controls), ranging between 16 and 45 years. Relatively, higher proportions of cases than controls were unable to read and write (58.5%) and were urban residents (53.7%). Distance from hospital, distance from health center, mothers inability to read and write, mothers primary level of education, more than 28 weeks of gestation at the first visit of antenatal care, 37 to 42 weeks at admission, above 42 weeks at admission, women of a merchant spouse, and history of pregnancy-related complications were the positive determinants of obstructed labor. However, mothers whose gestational age was 16 to 28 weeks at the first antenatal care visit were 62% less likely to be exposed to obstructed labor. Conclusions: Obstetric, service-related, and system factors were predictors of obstructed labor. Improving women’s literacy status, health service access, and utilization will help reduce obstructed labor.

The unmatched case–control study design was conducted in Amhara Regional State Referral Hospitals from 1 March 2017 to 30 August 2017. According to the 2007 Ethiopian census, Amhara regional state has a total population of 17,221,976, of whom 8,580,396 are females; urban inhabitants were 2,112,595 (12.27%). It has an estimated area of 159,173.66 kmble1-174550652 and a population density of 108.2 people per square kilometer. For the entire region, 3,983,768 households were counted, which results in an average of 4.3 persons per household, with urban households having on average 3.3 and rural households having 4.5 people.6 The regional state has 41 hospitals (5 referrals and 36 districts), 834 health centers, and 2941 health posts. Each referral hospital assumed to render services for 5 million people, have 100–200 beds, 2000–3000 deliveries per year, and 5–8 deliveries per day. According to the annual registration of each Hospital in 2016, each referral hospital served about 4500 mothers per year on average. The three selected referral hospitals were the University of Gondar Teaching Referral Hospital, Felege Hiwot Referral Hospital, and Debre Markos Referral Hospital. The University of Gondar Hospital is one of the oldest academic institutions in Ethiopia. It has produced several health professionals for more than half a century ago. This University is located at the heart of Gondar city found in the Amhara Region, Northwest part of Ethiopia. Gondar city is located at 727 km away from Addis Ababa (the capital city of Ethiopia). This hospital offers different inpatient and outpatient services to the population in the surrounding area of Gondar town and the nearby zones. Felege Hiwot Referral Hospital is also one of the largest hospitals situated in the capital city of the regional state, which is located 578 km away from the capital of Ethiopia, Addis Ababa, in the Northwest direction. It obliges as a referral hospital for the population around Bahir Dar special zone, west Gojjam zone, Awi zone, and South Gondar zone, which are the residences of more than 7 million people. It is also serving as a teaching hospital for Bahir Dar University. Similarly, Debre Markos Referral Hospital is located 295 km from Addis Ababa, the capital of Ethiopia and 265 km from Bahir Dar, the capital city of Amhara regional state. This hospital is likely to provide services for more than 3.5 million people in its catchment area. Apart from other services, the hospital provides antenatal care (ANC) and delivery services for pregnant women. The source population for this study was all laboring mothers who gave birth in Amhara Regional State Referral Hospitals. In contrast, the study population was all laboring mothers who gave birth in selected Amhara Regional State Referral Hospital within the study period. Cases were women whose labor was obstructed in the study period. Controls were women who gave birth and had no obstructed labor in the selected hospitals within the study period. Inclusion criteria for both cases and controls were women aged 15–49 years in the Selected Hospitals. Women with mental illness and unable to hear and talk due to illness were excluded from the study because it was considered that they could not give the necessary information. The sample size of 810 was calculated using a two-population proportion formula with the following assumptions; the proportions, P1 and P2 = 0.5, since there is no previous study with similar study design, with 95% confidence interval (CI) and d = maximum discrepancy of 5% between the sample and the underlying population and adding 5% non-response rate. Finally, 1:2 cases-to-controls ratio were considered. A lottery method was employed to select the three hospitals out of the five (i.e. Felege Hiwot Referral Hospital, Debre Markos Referral Hospital, and University of Gondar Referral Hospital). A systematic random sampling technique was used to select controls. Study subjects were allocated with the proportion of the patient flow in each hospital. For each obstructed labor, the corresponding normal labors were taken (Figure 1). Diagrammatic presentation of the sampling procedure. The questionnaire was first prepared in English, translated to local language Amharic, and back to English by two different individuals to check its consistency. The questionnaire was pretested on 5% of the sample outside the selected hospitals. The correction was made based on the pretest findings. The questionnaire had two parts. The first part was socio-demographic factors that encompass maternal age, body mass index, age at first marriage, age at first pregnancy, age at first delivery, ethnicity, residence, and marital status. Also, it encompasses educational status, husband educational status, occupation, an estimated distance of residence from health institution, estimates the distance from primary health institute to a tertiary center, religion, and income. The second part was reproductive factors like gravidity, parity, gestational age, referral status, birth attendant, previous cesarean section (CS), mode of last delivery, ANC attendance, number of ANC visits, previous history of obstetric complications, previous history of abortion, and duration of labor before the presentation. The third part was the programmatic factors which include infrastructure and transportations. The data were collected by six BSc. Midwives were under the supervision of three MSc midwives. Three days of training were given for the data collectors and supervisors, focusing on the objective of the study and data collection process. All filled questionnaires were checked daily for completeness, accuracy, clarity, and consistency by the supervisors and the principal investigators. Completeness and consistency of variables during data entry and analysis were checked using frequency distributions, cross tabulations, and sorting in ascending and descending order. The collected data were coded, entered, and cleaned using Epi Info version 3.5.1 software to minimize logical errors and design skipping patterns. Then, the data were exported and analyzed using the STATA version 13 software package. Bivariate analysis between dependent and independent variables was performed separately using binary logistic regression. The strength and direction of the association between a dependent variable and independent variables (covariates) were expressed in odds ratio (OR) through a 95% CI. Variables with a p-value of <0.25 in bivariate analysis were entered into multivariate analysis. Finally, multivariable logistic regression technique was done to evaluate the independent effect of each variable on institutional delivery by controlling the effect of others. Statistical significance was determined using a 95% CI at the p-value of <0.05. Ethical approval was granted from the Ethical Review Committee, Debre Tabor University. A permission letter was obtained from each referral hospital officials. The purpose of the study was explained; clearly, informed oral consent was obtained, and confidentiality was ensured. Oral consent was obtained because the majority of study participants were illiterate. Data collectors read the consent for respondents, and they mark if the respondents agree. The ethical board committee approved the consent form and information sheet. A formal letter for permission and support was written to the respective administrator office. The aim of the study was explained clearly to the concerned bodies. The purpose and process of the study were explained to all participants. Before the informed consent was obtained, the respondents were told that they have the right to be involved or not to be involved in the study.

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Based on the information provided in the study, here is a recommendation that can be developed into an innovation to improve access to maternal health:

1. Improve women’s literacy status: Since the study found that a higher proportion of women who experienced obstructed labor were unable to read and write, it is important to focus on improving women’s literacy levels. This can be done through targeted educational programs and initiatives that provide basic literacy skills to women in the community.

2. Enhance health service access and utilization: The study identified distance from the hospital and distance from the health center as positive determinants of obstructed labor. To address this, innovative solutions can be implemented to improve access to healthcare facilities, especially in rural areas. This can include mobile health clinics, telemedicine services, and transportation support for pregnant women to reach healthcare facilities.

3. Increase awareness and utilization of antenatal care (ANC): The study found that women who had their first antenatal care visit between 16 to 28 weeks of gestation were less likely to experience obstructed labor. To encourage early ANC visits, community-based awareness campaigns can be conducted to educate women about the importance of regular prenatal care and the potential risks of delayed or inadequate care.

4. Strengthen the referral system: The study highlighted the importance of timely referral for pregnant women with complications. Innovations can be developed to strengthen the referral system, ensuring that women with high-risk pregnancies are identified early and referred to appropriate healthcare facilities for specialized care. This can involve the use of technology, such as mobile applications or telemedicine, to facilitate communication and coordination between healthcare providers.

5. Address socio-economic factors: The study identified factors such as maternal education, occupation, and income as potential determinants of obstructed labor. To address these socio-economic factors, interventions can be implemented to empower women economically, provide vocational training opportunities, and create supportive policies that promote gender equality and women’s empowerment.

By implementing these recommendations and developing innovative solutions, access to maternal health can be improved, leading to a reduction in obstructed labor and improved maternal and neonatal outcomes.
AI Innovations Description
Based on the information provided in the study, here is a recommendation that can be developed into an innovation to improve access to maternal health:

1. Improve women’s literacy status: Since the study found that a higher proportion of women who experienced obstructed labor were unable to read and write, it is important to focus on improving women’s literacy levels. This can be done through targeted educational programs and initiatives that provide basic literacy skills to women in the community.

2. Enhance health service access and utilization: The study identified distance from the hospital and distance from the health center as positive determinants of obstructed labor. To address this, innovative solutions can be implemented to improve access to healthcare facilities, especially in rural areas. This can include mobile health clinics, telemedicine services, and transportation support for pregnant women to reach healthcare facilities.

3. Increase awareness and utilization of antenatal care (ANC): The study found that women who had their first antenatal care visit between 16 to 28 weeks of gestation were less likely to experience obstructed labor. To encourage early ANC visits, community-based awareness campaigns can be conducted to educate women about the importance of regular prenatal care and the potential risks of delayed or inadequate care.

4. Strengthen the referral system: The study highlighted the importance of timely referral for pregnant women with complications. Innovations can be developed to strengthen the referral system, ensuring that women with high-risk pregnancies are identified early and referred to appropriate healthcare facilities for specialized care. This can involve the use of technology, such as mobile applications or telemedicine, to facilitate communication and coordination between healthcare providers.

5. Address socio-economic factors: The study identified factors such as maternal education, occupation, and income as potential determinants of obstructed labor. To address these socio-economic factors, interventions can be implemented to empower women economically, provide vocational training opportunities, and create supportive policies that promote gender equality and women’s empowerment.

By implementing these recommendations and developing innovative solutions, access to maternal health can be improved, leading to a reduction in obstructed labor and improved maternal and neonatal outcomes.
AI Innovations Methodology
To simulate the impact of the main recommendations on improving access to maternal health, the following methodology can be used:

1. Improve women’s literacy status: Implement targeted educational programs in selected communities to improve women’s literacy levels. Measure the impact by conducting pre- and post-program assessments to evaluate changes in literacy rates among women.

2. Enhance health service access and utilization: Implement innovative solutions such as mobile health clinics, telemedicine services, and transportation support for pregnant women in selected areas. Monitor the utilization of these services by tracking the number of women accessing healthcare facilities before and after the implementation of these interventions.

3. Increase awareness and utilization of antenatal care (ANC): Conduct community-based awareness campaigns to educate women about the importance of early ANC visits. Monitor the impact by comparing the number of women attending ANC visits before and after the awareness campaigns.

4. Strengthen the referral system: Implement innovative solutions such as mobile applications or telemedicine to improve communication and coordination between healthcare providers. Monitor the effectiveness of the referral system by tracking the number of timely referrals made for pregnant women with complications.

5. Address socio-economic factors: Implement interventions to empower women economically, provide vocational training opportunities, and promote gender equality. Monitor the impact by assessing changes in women’s socio-economic status through surveys and interviews.

To evaluate the overall impact of these recommendations, collect data on maternal and neonatal outcomes, such as the incidence of obstructed labor, maternal mortality rates, and neonatal morbidity rates, before and after the implementation of the interventions. Compare these outcomes to determine the effectiveness of the recommendations in improving access to maternal health.

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