A mixed-methods study of factors influencing access to and use of micronutrient powders in Rwanda

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Study Justification:
– The study aimed to examine the factors influencing access to and use of micronutrient powders (MNP) among mothers in Rutsiro district, northwest Rwanda.
– The World Health Organization recommends the use of MNP for children aged 6-23 months in populations with high prevalence of anemia.
– Anemia affects 37% of children under 5 years in Rwanda, making it important to understand the factors affecting the implementation of the MNP program.
Study Highlights:
– The study used a mixed-methods approach, combining qualitative and quantitative data.
– Qualitative analysis revealed that the unavailability of MNP supplies and distribution issues were major barriers to accessing MNP.
– Factors influencing the use of MNP included mothers’ perceptions of side effects and health benefits, as well as inappropriate complementary feeding practices.
– Mothers of older children (12-23 months) and those whose children participated in the supplementary food program were more likely to use MNP.
– Increasing household hunger score was associated with lower odds of using MNP.
Recommendations for Lay Reader and Policy Maker:
– Strengthen mechanisms to monitor MNP supply and program implementation to ensure mothers have access to the product.
– Address gaps in complementary feeding practices to promote optimal use of MNP.
– Ensure mothers have access to adequate complementary foods.
– Consider targeting interventions towards mothers of younger children (6-11 months) to increase MNP usage.
– Improve awareness and education on the health benefits and safety of MNP to address mothers’ concerns about side effects.
Key Role Players:
– Ministry of Health or UNICEF: Responsible for delivering MNP to district hospitals and coordinating distribution to health centers.
– District hospitals: Distribute MNP supplies to health centers.
– Health centers: Distribute MNP to community health workers (CHWs) who provide them to caregivers.
– Community health workers (CHWs): Distribute MNP to caregivers during child growth monitoring and promotion activities.
– Nongovernmental organizations (World Vision International, Caritas Rwanda): Support MNP program implementation through training of CHWs and awareness activities.
Cost Items for Planning Recommendations:
– Monitoring mechanisms: Budget for systems and personnel to monitor MNP supply and program implementation.
– Training and education: Allocate funds for training CHWs and conducting awareness activities for mothers.
– Distribution logistics: Include costs for transporting MNP supplies from district hospitals to health centers and from health centers to CHWs.
– Complementary foods: Consider budgeting for providing adequate complementary foods to mothers to ensure optimal use of MNP.
– Research and evaluation: Allocate resources for further research and evaluation of the MNP program’s impact and effectiveness.
Please note that the provided information is based on the given description and may not include all possible details.

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong because it is based on a mixed-methods study conducted in Rwanda, which included both qualitative and quantitative data. The study examined factors influencing access to and use of micronutrient powders (MNP) among mothers in a specific district. The qualitative data was analyzed using inductive content analysis, and logistic regression analysis was used to determine factors associated with the use of MNP. The study provides valuable insights into the barriers and facilitators of MNP use. To improve the evidence, it would be helpful to include information on the representativeness of the study sample and the response rate. Additionally, providing more details on the statistical methods used for the logistic regression analysis would enhance the rigor of the study.

The World Health Organization recommends point-of-use fortification with multiple micronutrients powder (MNP) for foods consumed by children aged 6–23 months in populations where anemia prevalence among children under 2 years or under 5 years of age is 20% or higher. In Rwanda, anemia affects 37% of children under 5 years. The MNP program was implemented to address anemia, but research on factors affecting the implementation of the MNP program is limited. We conducted a mixed-methods study to examine the factors influencing access to and use of MNP among mothers (N=379) in Rutsiro district, northwest Rwanda. Inductive content analysis was used for qualitative data. Logistic regression analysis was used to determine factors associated with the use of MNP. Qualitative results indicated that the unavailability of MNP supplies and distribution issues were major barriers to accessing MNP. Factors influencing the use of MNP included mothers’ perceptions of side effects and health benefits of MNP, as well as inappropriate complementary feeding practices. Mothers of older children (aged 12–23 months) were more likely to use MNP than those of younger children (aged 6–11 months) (adjusted odds ratio [aOR]=3.63, P<.001). Mothers whose children participated in the supplementary food program were nearly 3 times more likely to use MNP than those whose children had never participated in the program (aOR=2.84, P=.001). Increasing household hunger score was significantly as-sociated with lower odds of using MNP (aOR=0.80, P=.038). Mechanisms to monitor MNP supply and program implementation need to be strengthened to ensure mothers have access to the product. MNP program implementers should address gaps in complementary feeding practices and ensure mothers have access to adequate complementary foods.

This study was conducted in Rutsiro district, northwest Rwanda, approximately 140 km from the capital city, Kigali. The district has the highest prevalence of child stunting (54%) among children under 5 years.24 The majority (∼98%) of the district's population is rural, and agriculture on small plots of land is the main livelihood.25 The main subsistence crops are maize, beans, banana plantain, cassava, and sweet and Irish potatoes. The health system in the district consists of 1 hospital and 17 health centers.26 Each health center oversees community health workers (CHWs) who provide community-based nutrition and other health services to an average of 23,000 inhabitants living within the health center's catchment area.27 The services provided by CHWs include distribution of MNP, locally known as Ongera, to caregivers with children aged 6–23 months. In Rwanda, the Ministry of Health or UNICEF deliver MNP to district hospitals, which then distribute MNP supplies to health centers. MNP is then distributed by the health centers to CHWs, who in turn distribute MNP to caregivers during monthly child growth monitoring and promotion activities. Some nongovernmental organizations, mainly World Vision International (Rwanda) and Caritas Rwanda, support the MNP program implementation through training of CHWs and awareness activities related to child feeding. Every caregiver with a child aged 6−23 months is entitled to 30 sachets of MNP per month, which they receive free of charge. Using cooking demonstrations, CHWs also counsel caregivers on optimal complementary feeding practices, such as age-specific dietary diversity, consistency and quantity of complementary foods, and on MNP usage.8,13 Every caregiver with a child aged 6−23 months is entitled to 30 sachets of MNP per month, which they receive free of charge. This study used a cross-sectional convergent mixed-methods design,28 combining both quantitative and qualitative data. The data used in this study were collected as part of a survey conducted between September 2018 and January 2019 to investigate the factors associated with nutritional status of children aged 6–23 months. Details on the survey sample size estimation and participants recruitment are described elsewhere.29 Briefly, the district was first divided into 3 zones based on main roads connecting the district to its neighboring districts. In each zone, 3 health centers were purposely selected to maximize geographic distribution, for a total of 9 health centers. Within each of the selected health center's catchment area, 2 villages were randomly selected. In these villages, monthly growth monitoring lists were obtained from CHWs and used to compile a sampling frame from which participants were randomly selected. Mothers who refused to participate and those who were not found in their homes were replaced (11 mothers in total) by selecting the next name on the list. Eligibility criteria were (1) having a child aged 6–23 months; (2) child was apparently healthy (i.e., no overt signs of illness); and (3) being in the 2 lowest socioeconomic categories. Of the 400 survey participants, 21 (5%) of the children were excluded from the analysis due to premature birth (i.e., before 37 weeks of gestation) or low birthweight (i.e., less than 2.5 kg). The remaining 379 participants formed the basis of the present study. Quantitative and qualitative data were collected concurrently using a survey questionnaire. The questionnaire was developed in English, translated into Kinyarwanda, and programmed into a handheld tablet (Samsung Galaxy Tab 8.0 T295, Korea). It was pretested, and data were collected through face-to-face interviews. Qualitative data were audio-recorded. This study was approved by the Massey University Human Ethics Committee (reference: SOA 17/67) and the Institutional Review Board of the University of Rwanda's College of Medicine and Health Sciences (reference: 003/CMHS IRB/2017). Permission to collect data was also obtained from the Rutsiro District Public Health Office. Oral informed consent was obtained from all participants. “Ever using MNP” was the primary outcome variable. Mothers were asked if they added (yes/no) MNP to the target child's foods in the last 7 days prior to the survey. Mothers who had not used MNP were asked whether they had ever used MNP before (yes/no). A mother was categorized as “ever used MNP” if she had used MNP in the previous 7 days or before, and those who had not used MNP either within 7 days prior to the survey or before were categorized as “never used MNP.” Information related to participants' demographics, socioeconomic, household food security, and indicators of health system engagement were obtained through mothers' recall. Health cards were used for verification (e.g., child age and heath information). Demographic information reported by mothers included the child's age and sex and the maternal age at first birth. Mothers also reported presence of symptoms of child diarrhea (defined as ≥3 watery or loose stools per day) and upper respiratory infections (runny nose, coughing, or wheezing) in the previous 4 weeks. Socioeconomic variables included maternal education level (coded as none/incomplete primary education, complete primary education, secondary education) and household asset ownership (e.g., radio, land, domestic animals, housing characteristics). Fourteen household assets were used to create a household wealth index using principal component analysis.30 The first component was taken to represent the household wealth index and divided into terciles (lower, middle, and upper). A household hunger score—a proxy of a household's ability to access food—was measured using a validated cross-cultural household hunger scale (HHS).31 Adhering to HHS measurement guide, mothers were asked 3 questions intended to capture 3 situations (i.e., lack of food of any kind in the house; going to sleep hungry because there was not enough food; and going a whole day and night without eating) reflecting a household's experience of insufficiency of food supply and intake and physical consequences. Each question was followed by the frequency-of-occurrence question (i.e., how often the reported situation was experienced). The responses were coded and used to generate a household hunger score that ranged from 0 (indicating no hunger) to 6 (indicating severe hunger). Indicators of health system engagement are (1) attendance at growth monitoring site in the previous month (coded as yes/no); (2) the number of antenatal care visits when pregnant with the study child (coded as <4 visits or ≥4 visits; a minimum of 4 visits is recommended in Rwanda5); and (3) whether the child ever participated in the supplementary food program (coded as yes/no). A household hunger score—a proxy of a household's ability to access food—was measured using a validated cross-cultural household hunger scale. The questionnaire included an open-ended question that was used to collect in-depth information on the reasons for not using MNP. Mothers who had not used MNP in the previous 7 days (i.e., those who used MNP but not in the previous 7 days, and those who never used MNP) were asked to provide reasons for not using MNP. Probes (either open-ended or specific to the mothers' comments) were used to obtain additional information.32 Median (interquartile range [IQR]) values were determined for continuous data and percentages for categorical data. Bivariate and multiple logistic regression analyses were performed to examine factors associated with using MNP. The full model adjusted for the presence of diarrhea and respiratory infection in the past 4 weeks. We adjusted for these variables because our previous research in the same population showed that child illness has negative effects on how mothers feed their children, including withholding or restricting some foods from children's diets.33 Unadjusted and adjusted odds ratios (OR) and 95% confidence intervals (CI) were computed. Variables with a P value of <.05 were considered significant predictors. We did not perform a Bonferroni correction because, although the correction decreases the probability for type I error, such adjustment is vulnerable to type II error and can obscure important findings.34,35 All statistical analyses were performed using SPSS version 25.0 (IBM Corp., Armonk, NY). Mothers' responses were audio-recorded, transcribed verbatim in Kinyarwanda, and translated into English. Content analysis36 was used to analyze the data. An inductive content analysis approach, which is recommended when there is no prior research or little is known about the studied phenomenon, was used. The data analysis had 3 phases: preparation, organization, and reporting.37 The first phase consisted of careful reading of the data several times to become immersed in and familiar with the data. In the organization phase, each transcript was read carefully by the first author, highlighting the text (words or phrases) that appeared to describe the phenomenon under study (i.e., access to and/or use of MNP). The highlighted texts were openly and manually coded by giving each text a descriptive code. The second author read the data to confirm the descriptive codes. These codes were revised, and the codes that emerged from the revision were jointly reviewed before integrating them into the analysis. Final codes were examined, compared, and grouped into categories that represented similar meaning.38 The first, second, and last authors reviewed, discussed, and agreed on the final code categories. In the final phase of analysis, SPSS (version 25) was used to quantify the frequency of major categories and subcategories.39 To interpret and report the findings, examples of original textual responses representing specific code or category are presented.

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

1. Strengthening the supply chain: Implement mechanisms to monitor the supply and distribution of micronutrient powders (MNP) to ensure consistent availability at health centers and community health workers (CHWs). This could involve improving coordination between the Ministry of Health, UNICEF, district hospitals, and health centers to ensure timely delivery of MNP supplies.

2. Distribution optimization: Explore innovative distribution methods to reach remote and rural areas more effectively. This could include leveraging technology, such as mobile health (mHealth) platforms, to track MNP distribution and improve communication between health centers and CHWs.

3. Complementary feeding education: Develop targeted educational programs to address gaps in complementary feeding practices. This could involve training CHWs to provide counseling and cooking demonstrations to mothers on optimal complementary feeding practices, including age-specific dietary diversity, consistency, and quantity of complementary foods.

4. Addressing perceptions and misconceptions: Conduct awareness campaigns to address mothers’ perceptions of side effects and health benefits of MNP. This could involve using culturally appropriate messaging and testimonials from mothers who have successfully used MNP to dispel misconceptions and encourage uptake.

5. Integration with existing programs: Explore opportunities to integrate the MNP program with other existing maternal and child health programs, such as antenatal care and supplementary food programs. This could involve streamlining service delivery and leveraging existing infrastructure and resources to reach more mothers and children.

6. Monitoring and evaluation: Strengthen monitoring and evaluation mechanisms to assess the effectiveness and impact of the MNP program. This could involve regular data collection and analysis to identify barriers and facilitators of access and use, and inform program improvements.

It’s important to note that these recommendations are based on the specific context of the study conducted in Rutsiro district, northwest Rwanda. The implementation of these innovations should be tailored to the local context and involve collaboration with relevant stakeholders, including the Ministry of Health, district health offices, NGOs, and community leaders.
AI Innovations Description
The study conducted in Rutsiro district, northwest Rwanda, aimed to investigate the factors influencing access to and use of micronutrient powders (MNP) among mothers. The study found several recommendations that can be developed into innovations to improve access to maternal health:

1. Strengthen supply and distribution mechanisms: The study identified the unavailability of MNP supplies and distribution issues as major barriers to accessing MNP. To improve access, it is recommended to strengthen the monitoring and supply chain of MNP, ensuring that mothers have consistent access to the product.

2. Address gaps in complementary feeding practices: The study found that inappropriate complementary feeding practices influenced the use of MNP. Innovations should focus on providing education and support to mothers regarding optimal complementary feeding practices, such as age-specific dietary diversity, consistency, and quantity of complementary foods.

3. Enhance program implementation: The study highlighted the need to strengthen the implementation of the MNP program. This can be achieved through improved training of community health workers (CHWs) who distribute MNP, as well as increased awareness activities related to child feeding. Collaboration with organizations like World Vision International and Caritas Rwanda can further support program implementation.

4. Target specific age groups: The study found that mothers of older children (aged 12-23 months) were more likely to use MNP than those of younger children (aged 6-11 months). Innovations should consider targeting younger children and their mothers, providing tailored interventions to promote MNP usage in this age group.

5. Consider household food security: The study found that increasing household hunger score was associated with lower odds of using MNP. Innovations should address household food security issues, ensuring that mothers have access to adequate complementary foods alongside MNP.

By implementing these recommendations, innovations can be developed to improve access to maternal health, specifically in relation to the use of MNP for addressing anemia in children aged 6-23 months.
AI Innovations Methodology
Based on the information provided, here are some potential recommendations to improve access to maternal health:

1. Strengthen the supply chain: Address the issue of unavailability of micronutrient powders (MNP) supplies and distribution issues by improving the supply chain management. This can involve better coordination between the Ministry of Health, UNICEF, district hospitals, health centers, and community health workers (CHWs) to ensure a steady and reliable supply of MNPs to caregivers.

2. Increase awareness and education: Conduct awareness campaigns to educate mothers about the benefits of using MNP and address any misconceptions or concerns they may have regarding side effects. This can be done through community-based nutrition education programs, cooking demonstrations, and counseling sessions conducted by CHWs.

3. Improve complementary feeding practices: Address gaps in complementary feeding practices by providing mothers with information and guidance on age-specific dietary diversity, consistency, and quantity of complementary foods. This can help ensure that mothers are providing their children with adequate nutrition alongside the use of MNPs.

4. Monitor program implementation: Strengthen mechanisms to monitor the implementation of the MNP program, including regular monitoring of MNP supply, distribution, and utilization. This can help identify any bottlenecks or challenges in the program and allow for timely interventions to improve access to MNPs.

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

1. Baseline data collection: Collect data on the current status of access to and use of MNPs among mothers in the target population. This can include information on demographic characteristics, socioeconomic status, household food security, health system engagement, and reasons for not using MNPs.

2. Intervention implementation: Implement the recommended interventions, such as strengthening the supply chain, conducting awareness campaigns, providing education on complementary feeding practices, and improving program monitoring.

3. Post-intervention data collection: After a certain period of time, collect data again to assess the impact of the interventions on access to and use of MNPs. This can involve measuring changes in the proportion of mothers using MNPs, identifying any improvements in the supply chain, assessing changes in knowledge and attitudes towards MNPs, and evaluating changes in complementary feeding practices.

4. Data analysis: Analyze the collected data using appropriate statistical methods, such as logistic regression analysis, to determine the impact of the interventions on improving access to maternal health. This can involve comparing pre- and post-intervention data to identify any significant changes and associations between the interventions and the outcomes of interest.

5. Interpretation and reporting: Interpret the findings of the data analysis and report the results, highlighting the effectiveness of the interventions in improving access to maternal health. This can include discussing the magnitude of the changes observed, identifying any factors that may have influenced the outcomes, and providing recommendations for further improvements or interventions.

By following this methodology, researchers and policymakers can assess the potential impact of the recommended interventions on improving access to maternal health and make informed decisions on implementing them on a larger scale.

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