Health care providers’ knowledge of clinical protocols for postpartum hemorrhage care in Kenya: a cross-sectional study

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Study Justification:
The study aimed to assess the knowledge of health care providers regarding clinical protocols for postpartum hemorrhage (PPH) care in Kenya. This is important because PPH is a leading cause of maternal death worldwide, and understanding providers’ knowledge is crucial for improving the quality of care and reducing mortality. The study specifically focused on referral and teaching hospitals, which play a significant role in training nursing and medical students and interns, as well as managing emergency and referral cases.
Study Highlights:
1. The study interviewed 172 health care providers, including consultants, medical officers, clinical officers, nurse-midwives, and students.
2. Overall, knowledge of clinical protocols was lowest for prevention-related protocols and highest for assessment-related protocols.
3. There was no significant difference in knowledge scores between qualified providers and students.
4. Being a qualified nurse, having a specialization, being female, having a bachelor’s degree, and self-reported closer relationships with colleagues were associated with higher knowledge scores.
5. The study identified gaps in knowledge of PPH care clinical protocols in Kenya and highlighted the need for innovations in clinical training to ensure providers are prepared to prevent, assess, and manage PPH.
Recommendations:
1. Implement training interventions focused on learning by doing and teamwork to improve providers’ knowledge of PPH care clinical protocols.
2. Develop comprehensive and contextually relevant training programs that cover all aspects of PPH care, including risk assessment, prevention, and management.
3. Strengthen collaboration and communication among health care providers to facilitate knowledge sharing and improve overall care quality.
4. Conduct regular assessments and evaluations of providers’ knowledge to identify ongoing training needs and measure the effectiveness of interventions.
5. Continuously update and disseminate clinical guidelines and protocols for PPH care to ensure providers have access to the latest evidence-based practices.
Key Role Players:
1. Ministry of Health: Responsible for developing and implementing training programs, updating clinical guidelines, and overseeing the overall improvement of maternal care in Kenya.
2. Referral and Teaching Hospitals: Play a crucial role in training nursing and medical students and interns. They should prioritize incorporating comprehensive PPH care training into their curriculum.
3. Professional Associations and Organizations: Can provide support in developing training materials, organizing workshops, and advocating for improved maternal care.
4. Health Care Providers: Need to actively participate in training programs, stay updated with clinical guidelines, and collaborate with colleagues to enhance their knowledge and skills.
Cost Items for Planning Recommendations:
1. Training Programs: Budget for the development and implementation of comprehensive training programs, including materials, trainers’ fees, and logistics.
2. Workshops and Seminars: Allocate funds for organizing workshops and seminars to disseminate updated clinical guidelines and promote knowledge sharing among providers.
3. Monitoring and Evaluation: Set aside resources for conducting regular assessments and evaluations of providers’ knowledge, including data collection, analysis, and reporting.
4. Curriculum Development: Invest in updating the curriculum of nursing and medical schools to incorporate comprehensive PPH care training.
5. Information Dissemination: Allocate funds for printing and distributing updated clinical guidelines and protocols to health care facilities and providers.
Please note that the above cost items are estimates and may vary based on the specific context and resources available in Kenya.

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong because it presents the findings of a cross-sectional study conducted in three referral hospitals in Kenya. The study measured health care providers’ knowledge of clinical protocols for postpartum hemorrhage (PPH) care and examined factors associated with their knowledge. The study included a sample of 172 providers, including consultants, medical officers, clinical officers, nurse-midwives, and students. The knowledge assessment tool was based on past studies and clinical guidelines from reputable organizations. The study found gaps in knowledge of PPH care clinical protocols in Kenya and highlighted the need for innovations in clinical training. The evidence is supported by statistical analysis using linear regression. To improve the evidence, future studies could consider using a larger sample size and conducting a longitudinal study to assess the impact of training interventions on providers’ knowledge and clinical practice.

Background: Postpartum hemorrhage (PPH) remains the leading cause of maternal death worldwide despite its often-preventable nature. Understanding health care providers’ knowledge of clinical protocols is imperative for improving quality of care and reducing mortality. This is especially pertinent in referral and teaching hospitals that train nursing and medical students and interns in addition to managing emergency and referral cases. Methods: This study aimed to (1) measure health care providers’ knowledge of clinical protocols for risk assessment, prevention, and management of PPH in 3 referral hospitals in Kenya and (2) examine factors associated with providers’ knowledge. We developed a knowledge assessment tool based on past studies and clinical guidelines from the World Health Organization and the Kenyan Ministry of Health. We conducted in-person surveys with health care providers in three high-volume maternity facilities in Nairobi and western Kenya from October 2018-February 2019. We measured gaps in knowledge using a summative index and examined factors associated with knowledge (such as age, gender, qualification, experience, in-service training attendance, and a self-reported measure of peer-closeness) using linear regression. Results: We interviewed 172 providers including consultants, medical officers, clinical officers, nurse-midwives, and students. Overall, knowledge was lowest for prevention-related protocols (an average of 0.71 out of 1.00; 95% CI 0.69–0.73) and highest for assessment-related protocols (0.81; 95% CI 0.79–0.83). Average knowledge scores did not differ significantly between qualified providers and students. Finally, we found that being a qualified nurse, having a specialization, being female, having a bachelor’s degree and self-reported closer relationships with colleagues were statistically significantly associated with higher knowledge scores. Conclusion: We found gaps in knowledge of PPH care clinical protocols in Kenya. There is a clear need for innovations in clinical training to ensure that providers in teaching referral hospitals are prepared to prevent, assess, and manage PPH. It is possible that training interventions focused on learning by doing and teamwork may be beneficial.

From 2009 to 2019, Kenya’s maternal mortality rate (MMR) decreased slightly from 309 deaths per 100,000 live births to 280 deaths per 100,000 live births [23]. This decline may be partly attributed to a series of policy changes that made maternity care services more accessible in Kenya during this period. Starting in 2013, the Kenyan government introduced free maternity services in all public facilities, leading to an increase in the rate of deliveries in public health facilities and in the use of postnatal care in public health facilities [24]. Additionally in 2013, health services were devolved from the national government to the county government, which may have contributed to changes such as increased construction of health facilities (particularly levels 2 and 3), increases in the number of specialists, and increased accessibility of skilled delivery services. In 2017, the Kenyan Ministry of Health then launched the “Linda Mama” programme, which was designed to further increase access to delivery services. While several challenges have been reported with these programs – including a lack of support for the costs of referrals, challenges for patients trying to access the services to which they were entitled [25], and persistent socioeconomic disparities in access to care [26]– these changes have been associated with improvements in the continuity of care [26]. However, alongside these improvements, several studies have documented important gaps in the quality of maternity care in Kenya [27–29]. We conducted a cross-sectional study among health care providers in three high-volume referral facilities in Nairobi and western Kenya. Data were collected as part of a larger study on postpartum hemorrhage from October 2018 to February 2019. The research was approved by the Harvard University Institutional Review Board (#IRB00047360) and the Ethics and Research Committee of the Jaramogi Oginga Odinga Teaching and Referral Hospital in Kisumu, Kenya. All providers gave their written informed consent for participation. Kenya’s healthcare system is divided into six levels: 1) Community Health Unit (mostly managed by Community Health Volunteers and Community Health Workers), 2–3) Primary health care facilities (Dispensaries and Health Centres), 4) primary referral facilities/hospitals, 5) secondary referral facilities/hospitals and 6) tertiary referral facilities. The three study facilities serve as level 5 facilities and are both regional referral and training hospitals. These hospitals were purposively selected because they manage high volumes of deliveries (between 17 and 50 per day in 2018) and therefore see large numbers of PPH cases. In these hospitals, medical officers (providers who hold a medical degree) may provide supervision but it is typically nurse-midwives, and nursing students who provide care throughout labor and delivery. Qualified providers were sampled based on their availability and their involvement in another component of the overall PPH study from a roster of approximately 300 qualified health care workers involved in maternity care in the study facilities (a convenience sample). Students were sampled based on their availability when they were present in the facility (no roster was provided for this group). The sample included consultants, medical officers, clinical officers, nurse-midwives, and nurse-midwifery students across all three study hospitals. Consultants are fully trained medical doctor specialists such as obstetrician-gynecologists, surgeons or pediatricians with postgraduate training and medical officers are licensed medical doctors who have completed six years of undergraduate training. Clinical officers are non-physician clinicians who undergo three to four years of training (a diploma degree). Clinical officers receive less training than medical officers, have a more restricted scope of practice and are accredited and licensed. In this setting, however, qualified nurses are the primary caregivers. An open-ended knowledge questionnaire was adapted from the USAID Maternal and Child Health Integrated Program (MCHIP) interview & knowledge test [30] (previously administered in Kenya as part of a large evaluation of the quality of maternity care in 2010–11) [31], the World Bank Kyrgyz Republic results-based financing evaluation health worker knowledge test [32], and a knowledge test used in a recent study of the quality of maternity care in health facilities in Uganda [14]. We extracted knowledge questions from previous tools and developed additional questions in the same open-ended style, with the goal of being comprehensive in our coverage of knowledge domains that are relevant to PPH care. Contextually relevant adaptions were made in accordance with the Kenyan national guidelines for quality obstetrics and perinatal care [33], informed by consultations with clinicians in Kenya and the United States. The final questionnaire included questions on provider characteristics such as training and experience in maternity care, in addition to knowledge of maternal and newborn care. The knowledge component of the interview comprised 20 questions on protocols for delivery of care from admissions through discharge. Participants were asked to freely list the clinical actions that they would take in different scenarios. The questions were read aloud to the participant and their verbal responses were recorded on paper questionnaires. Enumerators were instructed not to prompt health providers on their responses. Interviews were conducted face-to-face in private areas in order to ensure the confidentiality of responses. Interviews lasted approximately an hour. Our analysis focused on knowledge of technical clinical protocols for maternal care. We excluded eight questions related to interpersonal care (for example: “What are the times or situations when a health worker should explain to the woman and/or her companion what is happening?”) and to neonatal care. To measure knowledge in different domains, we classified questions into three categories which were informed by both prior groupings (such as the WHO Standards for improving Quality of Maternal and Newborn Care) and evidence from the literature [5, 15, 34–36]. Additional file 1 documents components of the main studies used. These domains were: risk assessment, prevention, and management. These domains correspond with different phases of care (with risk assessment done before delivery; prevention done around the time of delivery; and management done when emergencies occur). The risk assessment domain included questions about what to check for in a patient’s admission history when admitted, and routine monitoring that should be carried out during labor. The prevention domain included questions on basic equipment that should be prepared before delivery, immediate maternal care after delivery, PPH prevention protocols, and appropriate counseling that should be given prior to discharge such as making patients aware of various danger signs (e.g., difficulty emptying the bladder). Lastly, the management domain included actions that are appropriate for women who present with PPH. All questions from the assessment and the correct responses are shown in Additional file 2. We first described the characteristics of the providers in the study sample, including provider cadres, education level, age, gender, work experience, and participation in in-service training on PPH or Basic Emergency Obstetric and Newborn Care (BEmONC). While we are unable to speak to the specific types of training received at each facility, PPH training typically includes training on the prevention and management of PPH. These tend to be general and are rarely comprehensive. BEmONC training covers the necessary skills for handling obstetric emergencies such as postpartum infection, pre-eclampsia/eclampsia, postpartum hemorrhage, essential newborn care and resuscitation. Second, we analyzed provider responses to each of the included survey questions. We scored the providers’ responses to each question by dividing the total number of correct actions that a provider mentioned by the total number of recommended actions based on clinical guidelines. The possible score for each question ranged from zero to one, with zero indicating that the provider listed none of the recommended actions and one indicating that they listed all of the recommended actions. In this analysis, we included all of the recommended maternity-related clinical actions that providers should have mentioned, even if the actions were not specifically related to PPH. Given the important role that students play in the setting of this study, we compared the average score of each question for qualified health workers (i.e., nurses, clinical officers, medical officers, and consultants) to students. We estimated 95% confidence intervals around these scores using a normal approximation. Third, we measured knowledge in each of the three domains of PPH care: PPH risk assessment, prevention, and management. Knowledge in each domain was defined as the sum of actions a provider mentioned for each domain divided by the total number of recommended actions in each domain. All clinical actions included in this analysis are bolded items in column three of the table in Additional file 2. There is some repetition in potential correct responses across questions about PPH management. For example, providers should have mentioned “administer a treatment uterotonic” in response to the questions about PPH from atonic uterus, PPH from retained placenta, and PPH due to lacerations. Details on how this is incorporated into scores can be found in Additional file 2. Finally, we used Ordinary Least Squares (OLS) linear regression to examine characteristics associated with knowledge of PPH protocols. We ran separate models for each knowledge domain (assessment, prevention, and management). Associated characteristics included provider gender, age, education, specialization, years of experience in maternity care,1 participation in relevant in-service training, and self-reported closeness of relationships with colleagues. The closeness of providers’ relationships with their colleagues was measured using a survey question that asked providers to circle the picture that best represented their relationship with other providers showing four pictures ranging from A-D; option A showed separate circles representing distant working relationships, while option D showed overlapping circles representing “close” working relationships. This question was adapted from the Adapted Inclusion of Others in Self Scale [37] by Ashraf et al. (2016) [38] and is shown in Additional file 3. It was included as a proxy measure to explore the possibility of knowledge spillover from close peers, since maternity care in this setting is generally conducted by teams. All regressions included facility and enumerator fixed effects and used robust standard errors. We defined statistical significance at the α = 0.05 level. All data were analysed using Stata, version 17. We tested several approaches to handling missing covariate data in our regression analysis. In our main models, we used multiple imputation in Stata to impute missing values of covariate data. We describe the details of our main approach and the alternate approaches we tested in Additional file 4. It is also possible that using our measurement method, providers appeared more knowledgeable if they listed more clinical actions, even if they listed unnecessary or harmful actions (since we do not take away points for these additional actions). To assess the sensitivity of our measurement approach to this issue, we evaluated the extent to which this changed knowledge scores. We identified providers who mentioned harmful actions such as asking a patient to walk shortly after PPH identification, conducting a laparotomy, or initiating breastfeeding whilst managing PPH. Harmful practices were informed by the Kenyan Guidelines [36]. We then tested whether the probability of mentioning a harmful action increased as a provider listed more actions. Lastly, we tested the robustness of our findings to logistic regression instead of linear regression.

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

1. Mobile Health (mHealth) Applications: Develop mobile applications that provide health care providers with easy access to clinical protocols for postpartum hemorrhage care. These apps can be used as a quick reference guide during emergencies and can help improve knowledge and adherence to protocols.

2. Simulation Training: Implement simulation-based training programs that allow health care providers to practice managing postpartum hemorrhage in a safe and controlled environment. This can help improve their skills and confidence in handling emergencies.

3. Team-based Training: Promote teamwork and collaboration among health care providers through training programs that emphasize effective communication and coordination during postpartum hemorrhage cases. This can help improve the overall quality of care and patient outcomes.

4. Continuous Professional Development: Establish ongoing training and education programs for health care providers to ensure they stay updated on the latest clinical protocols and best practices for postpartum hemorrhage care. This can be done through workshops, conferences, online courses, and other learning opportunities.

5. Peer Mentoring and Support: Facilitate peer mentoring and support networks among health care providers to encourage knowledge sharing and collaboration. This can be done through regular meetings, case discussions, and online forums.

6. Quality Improvement Initiatives: Implement quality improvement initiatives in maternity facilities to monitor and improve the adherence to clinical protocols for postpartum hemorrhage care. This can involve regular audits, feedback mechanisms, and performance incentives.

7. Community Engagement: Involve the community in promoting maternal health and raising awareness about the importance of timely access to quality care. This can be done through community health workers, community education programs, and community-based support groups.

These innovations can help address the gaps in knowledge and improve access to maternal health care, ultimately reducing maternal mortality rates.
AI Innovations Description
The study mentioned focuses on assessing the knowledge of health care providers regarding clinical protocols for postpartum hemorrhage (PPH) care in Kenya. The goal of the study is to identify gaps in knowledge and factors associated with providers’ knowledge. The findings of the study highlight the need for innovations in clinical training to improve the prevention, assessment, and management of PPH.

The study found that overall knowledge of PPH care clinical protocols was lowest for prevention-related protocols and highest for assessment-related protocols. There was no significant difference in knowledge scores between qualified providers and students. Factors associated with higher knowledge scores included being a qualified nurse, having a specialization, being female, having a bachelor’s degree, and having closer relationships with colleagues.

To improve access to maternal health and address the gaps in knowledge identified in the study, the following recommendations can be considered:

1. Training Interventions: Develop and implement training programs focused on improving knowledge and skills related to PPH prevention, assessment, and management. These programs should utilize innovative approaches such as learning by doing and teamwork to enhance the effectiveness of training.

2. Continuous Professional Development: Establish mechanisms for continuous professional development for health care providers, including regular updates on clinical protocols and guidelines. This can be done through workshops, seminars, online courses, and other educational platforms.

3. Standardized Protocols: Ensure the availability and use of standardized protocols for PPH care in all health care facilities. These protocols should be based on evidence-based guidelines from reputable organizations such as the World Health Organization and the Kenyan Ministry of Health.

4. Mentorship Programs: Implement mentorship programs where experienced health care providers can provide guidance and support to less experienced providers. This can help improve knowledge transfer and enhance the quality of care provided.

5. Collaboration and Networking: Encourage collaboration and networking among health care providers to facilitate knowledge sharing and peer learning. This can be done through professional associations, conferences, and online platforms.

6. Monitoring and Evaluation: Establish a system for monitoring and evaluating the implementation of training programs and the impact on knowledge and practice. This will help identify areas for improvement and ensure the effectiveness of interventions.

By implementing these recommendations, it is possible to enhance the knowledge and skills of health care providers, leading to improved access to maternal health and better outcomes for mothers and newborns in Kenya.
AI Innovations Methodology
Based on the provided description, the study aimed to measure healthcare providers’ knowledge of clinical protocols for risk assessment, prevention, and management of postpartum hemorrhage (PPH) in three referral hospitals in Kenya. The study also examined factors associated with providers’ knowledge. The methodology involved developing a knowledge assessment tool based on past studies and clinical guidelines, conducting in-person surveys with 172 healthcare providers, and analyzing the data using statistical methods.

To improve access to maternal health, here are some potential recommendations based on the findings of the study:

1. Strengthen Clinical Training: Develop and implement comprehensive training programs for healthcare providers that focus on PPH prevention, assessment, and management. These programs should be based on evidence-based clinical protocols and guidelines from reputable organizations such as the World Health Organization and the Kenyan Ministry of Health.

2. Learning by Doing: Incorporate practical, hands-on training methods that allow healthcare providers to gain experience in managing PPH cases. Simulation-based training, where providers can practice their skills in a controlled environment, can be particularly effective in improving knowledge and confidence.

3. Teamwork and Collaboration: Promote teamwork and collaboration among healthcare providers involved in maternal care. Encourage interdisciplinary training and create opportunities for healthcare providers to work together in managing PPH cases. This can help improve communication, coordination, and overall quality of care.

4. Continuous Professional Development: Establish ongoing professional development programs that provide healthcare providers with opportunities to update their knowledge and skills in maternal health. These programs can include workshops, conferences, online courses, and mentorship opportunities.

5. Peer Support and Mentoring: Foster a supportive environment where healthcare providers can learn from and support each other. Encourage the formation of peer support networks and mentorship programs to facilitate knowledge sharing and professional growth.

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

1. Baseline Assessment: Conduct a comprehensive assessment of the current state of access to maternal health services, including factors such as healthcare provider knowledge, availability of resources, infrastructure, and patient outcomes.

2. Intervention Design: Based on the identified recommendations, design an intervention plan that outlines the specific activities, resources, and timeline required to implement the proposed innovations. Consider the feasibility, scalability, and sustainability of the interventions.

3. Simulation Modeling: Use simulation modeling techniques to estimate the potential impact of the proposed interventions on improving access to maternal health. This can involve creating a mathematical model that simulates the healthcare system, taking into account factors such as population demographics, healthcare provider capacity, patient flow, and resource allocation.

4. Data Collection: Collect relevant data to inform the simulation model, including baseline data on healthcare provider knowledge, patient outcomes, and other relevant indicators. This can involve surveys, interviews, medical records review, and other data collection methods.

5. Model Calibration and Validation: Calibrate the simulation model using the collected data to ensure that it accurately represents the current state of the healthcare system. Validate the model by comparing its outputs with real-world data and adjusting the model parameters as needed.

6. Intervention Scenarios: Use the calibrated simulation model to simulate different scenarios based on the proposed interventions. This can involve varying parameters such as the extent of training programs, the number of healthcare providers involved, and the level of collaboration among providers.

7. Impact Assessment: Analyze the simulation results to assess the potential impact of the interventions on improving access to maternal health. This can include evaluating outcomes such as healthcare provider knowledge, patient outcomes, healthcare utilization, and cost-effectiveness.

8. Sensitivity Analysis: Conduct sensitivity analysis to explore the robustness of the simulation results to variations in key parameters and assumptions. This can help identify the most influential factors and potential risks associated with the proposed interventions.

9. Recommendations and Implementation: Based on the simulation results, provide recommendations for implementing the proposed interventions to improve access to maternal health. Consider the potential challenges, resource requirements, and stakeholder engagement needed for successful implementation.

10. Monitoring and Evaluation: Establish a monitoring and evaluation framework to track the progress and impact of the implemented interventions. Continuously assess the effectiveness of the interventions and make adjustments as needed to optimize outcomes.

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

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