Body size preferences and food choice among mothers and children in Malawi

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Study Justification:
The study aimed to investigate the relationship between body size perceptions and preferences among mothers and children in Malawi and their food choices. This is important because overweight and obesity rates are increasing in sub-Saharan Africa, and understanding the factors that contribute to these trends can inform interventions and policies to address the issue.
Highlights:
– 71% of mothers and 56% of children in the study were overweight or obese.
– Both overweight/obese and normal weight mothers had similar perceptions of their current weight status, preference for overweight/obese body size, and selection of overweight/obese silhouettes as healthy.
– Overweight/obese mothers were more likely to prefer a larger body size than their current silhouette.
– More mothers of overweight children correctly identified their child’s weight status and preferred an overweight/obese body size for their child.
– Mothers in both groups wanted their child to be larger than their current size.
– Body size preferences may drive food choices, but affordability can limit the ability to choose certain foods.
Recommendations:
Based on the findings of the study, the following recommendations can be made:
1. Develop interventions that promote accurate body size perceptions and preferences among mothers and children, emphasizing the importance of maintaining a healthy weight.
2. Implement programs that address the affordability of nutritious foods, particularly fruits, vegetables, meat, milk, grains, and other healthy options.
3. Provide education and support to mothers on healthy food choices and strategies for increasing weight in children, taking into account their body size preferences.
4. Conduct further research to explore the underlying factors influencing body size perceptions and preferences among mothers and children in Malawi.
Key Role Players:
1. Ministry of Health: Responsible for implementing and coordinating interventions related to maternal and child health.
2. Non-governmental organizations (NGOs): Organizations with expertise in nutrition and public health can provide technical support and resources for intervention implementation.
3. Community health workers: Play a crucial role in delivering health education and promoting behavior change at the community level.
4. Local artists: Collaborate with researchers to develop culturally appropriate body silhouette drawings for future interventions.
5. Researchers and academics: Conduct further research to deepen the understanding of body size perceptions and preferences and their impact on food choices.
Cost Items for Planning Recommendations:
1. Program development and implementation: Includes costs for designing and implementing interventions, training staff, and monitoring and evaluation.
2. Education and awareness campaigns: Costs associated with developing and disseminating educational materials, conducting workshops, and community outreach activities.
3. Nutritious food subsidies: Budget allocation for providing subsidies or vouchers to make healthy foods more affordable for mothers and children.
4. Research and evaluation: Funding for conducting further research, including data collection, analysis, and publication of findings.
5. Capacity building: Investment in training and capacity building for health workers, community leaders, and other stakeholders involved in implementing the recommendations.

The strength of evidence for this abstract is 8 out of 10.
The evidence in the abstract is strong as it provides detailed information about the study design, data collection methods, and statistical analysis. The study includes a large sample size and uses standardized measurements. However, to improve the evidence, the abstract could provide more information about the specific findings and their implications. Additionally, it would be helpful to include information about any limitations of the study and suggestions for future research.

Overweight in mothers and children in sub-Saharan Africa is rapidly increasing and may be related to body size perceptions and preferences. We enrolled 268 mother–child (6–59 months) pairs in central Malawi; 71% of mothers and 56% of children were overweight/obese, and the remainder were normal weight. Interviewers used seven body silhouette drawings and a questionnaire with open- and closed-ended questions to measure mothers’ perceptions of current, preferred and healthy maternal and child body sizes and their relation to food choices. Overweight/obese and normal weight mothers’ correct identification of their current weight status (72% vs. 64%), preference for overweight/obese body size (68% both) and selection of an overweight/obese silhouette as healthy (94% vs. 96%) did not differ by weight status. Fewer overweight/obese than normal weight mothers’ preferred body silhouette was larger than their current silhouette (74% vs. 29%, p <.001). More mothers of overweight than normal weight children correctly identified the child's current weight status (55% vs. 42%, p <.05) and preferred an overweight/obese body size for the child (70% vs. 58%, p <.01), and both groups selected overweight/obese silhouettes as healthy for children. More than half of mothers in both groups wanted their child to be larger than the current size. Mothers said that increasing consumption of fruits, vegetables, meat, milk, grains, fizzy drinks and fatty foods could facilitate weight gain, but many cannot afford to purchase some of these foods. Their desired strategies for increasing weight indicate that body size preferences may drive food choice but could be limited by affordability.

This analysis uses data from a study of drivers of food choice in households where the mother, child or both were overweight. The study was conducted in Lilongwe and Kasungu Districts in central Malawi. We selected these areas because they have a higher prevalence of overweight/obesity among mothers and children younger than 5 years of age than other parts of Malawi (National Statistical Office [NSO] Malawi & ICF, 2017). In each district, we chose two urban neighbourhoods and two rural communities as data collection sites. At each site, mothers with children 6 months to 5 years of age were invited for screening at a central location. Five research assistants were trained to collect anthropometric measurements (Cogill, 2003), and their measurements were standardized against those of an experienced researcher prior to starting data collection. Maternal height and standing height of children 2 years or older were measured to the nearest 0.1 cm using a portable stadiometer (Seca 213). Recumbent length of children younger than 2 years was measured to the nearest 0.1 cm using an infant measuring mat (Seca 210). Weight of mothers and children 2 years or older was measured to the nearest 0.1 kg using a digital scale (Seca 803). Weight of children younger than 2 years was measured to the nearest 0.1 kg using a digital baby scale (Seca 354). We used the anthropometric data to calculate body mass index (BMI, kg/m2) of mothers and used the standard cut‐offs for normal weight (18.5 kg/m2 ≤ BMI < 25 kg/m2) and overweight or obesity (BMI ≥ 25 kg/m2). We calculated weight‐for‐heightz‐scores(WHZ) for children using the World Health Organization (WHO) growth standard and used the WHO cut‐offs for normal weight (−2 SD +2 SD; WHO Multicentre Growth Reference Study Group, 2006). Mother–child dyads were purposefully enrolled in three groups: overweight mother with an overweight child, overweight mother with a normal weight child and normal weight mother with an overweight child. This purposive sampling technique was used to ensure that we had sufficient representation to draw inferences about the relationship between maternal/child weight status, and body size perceptions and preferences, as well as food choice. Research assistants were trained to use a set of seven adult female and seven child body silhouette drawings (Figure 1) and a semistructured questionnaire to measure mothers’ perceptions of their current, preferred and healthy body sizes for themselves and their child. A local artist adapted mothers’ body silhouettes from a version previously used in Malawi (Bentley et al., 2005; Croffut et al., 2018) and validated in a sample of mother–daughter dyads in South Africa (McIza et al., 2005 ). The same artist adapted child body silhouettes from Hager, McGill, and Black (2010). Both the mother and child silhouettes were originally patterned on Stunkard, Sorensen, and Schulsinger (1983). For the mothers’ silhouettes, we followed a similar BMI categorization as a previous study that developed body silhouettes for an African American population (Pulvers et al., 2004), later validated in a sample of women in the Seychelles (Yepes, Viswanathan, Bovet, & Maurer, 2015). In this study, the thinnest silhouette was assigned a BMI of 17 kg/m2 with a 3‐BMI unit increment for each subsequent silhouette, making the heaviest silhouette equal to 35 kg/m2. Consequently, Silhouette 1 was classified as underweight, Silhouettes 2 and 3 as normal weight, Silhouettes 4 and 5 as overweight and Silhouettes 6 and 7 as obese. We applied the same categorization to the children’s silhouettes. Mother and child body silhouettes Each body silhouette drawing was printed separately on cardstock and laminated. The interviewer mixed the body silhouettes and laid them out in a random order before each question (i.e., current, preferred and healthy body size) separately for the mother to make selections for herself and then again for her child. The specific questions related to selection of the silhouettes for women were as follows: Open‐ended questions in the questionnaire were used to understand mothers’ body size selections and how they were related to food choices. Questions about food choice included: How does the difference between your current figure and the figure you would like to have influence what types of food and drinks you buy? How does the difference between your current figure and the figure you believe is healthy influence what types of food and drinks you buy? A similar set of questions were used to obtain information about mothers’ preferences for child body size and food choices. We performed chi‐squared tests comparing body size perceptions to actual body size by normal versus overweight status separately for mothers and children. We calculated the difference between the selected current and preferred body silhouette numbers for mothers and children to quantify how many preferred a smaller, the same or a larger body size and conducted chi‐squared tests comparing the difference by mother and child weight status. We also used chi‐squared tests to examine differences in the mother’s selections of child current, preferred and healthy body silhouettes by the mother’s weight status. We calculated descriptive statistics for participants’ socio‐economic characteristics, including age, maternal education (secondary or higher vs. primary or no education), household assets (sum of 12 household durable goods, range 0–12), household food insecurity access score (HFIAS) as a continuous variable (range 0–27; Coates, Swindale, & Bilinksy, 2007) and rural/urban residence. We sorted responses to open‐ended questions in an Excel data matrix by weight status based on BMI or WHZ. After reading through the responses, we developed codes based on the main topics that emerged from each open‐ended question. Within the sorted segments of the open‐ended data, one researcher applied the codes and summarized the findings using qualitative content analysis methods (Hsieh & Shannon, 2005). For lists of foods provided in open‐ended responses, we divided the data for mothers and children by those whose preferred silhouette was smaller than their current silhouette and those whose preferred silhouette was the same or larger than their current silhouette. We then tabulated the food items and ranked the top 10 foods from most to least frequently mentioned. Participants received an incentive of 4 US dollars. The study was approved by the College of Medicine Research Ethics Committee at the University of Malawi and by the institutional review boards at RTI International and the Harvard T.H. Chan School of Public Health.

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 information and resources related to maternal health, including nutrition, exercise, and healthcare services. These apps can be easily accessible and provide personalized recommendations based on the user’s specific needs.

2. Telemedicine: Implement telemedicine services that allow pregnant women to consult with healthcare professionals remotely. This can help overcome geographical barriers and provide access to medical advice and support, especially in rural areas where healthcare facilities may be limited.

3. Community Health Workers: Train and deploy community health workers who can provide education, counseling, and support to pregnant women and new mothers. These workers can bridge the gap between healthcare facilities and the community, ensuring that women receive the necessary care and information.

4. Affordable Nutritional Supplements: Develop and distribute affordable nutritional supplements specifically designed for pregnant women. These supplements can help address nutrient deficiencies and improve maternal and fetal health.

5. Financial Assistance Programs: Establish financial assistance programs that provide support for maternal healthcare expenses, including prenatal care, delivery, and postnatal care. This can help alleviate the financial burden and ensure that women have access to necessary healthcare services.

6. Maternal Health Education Campaigns: Launch educational campaigns to raise awareness about the importance of maternal health and the available resources and services. These campaigns can target both pregnant women and their families, providing them with the knowledge and tools to make informed decisions about their health.

7. Mobile Clinics: Set up mobile clinics that can travel to remote areas and provide essential maternal healthcare services, including prenatal check-ups, vaccinations, and health screenings. This can help reach women who may have limited access to healthcare facilities.

8. Partnerships with Local Organizations: Collaborate with local organizations, such as NGOs and community groups, to improve access to maternal health services. These partnerships can help leverage existing resources and networks to reach more women and provide comprehensive care.

9. Maternal Health Hotlines: Establish helplines or hotlines where pregnant women can call to seek advice, ask questions, and receive support. Trained professionals can provide guidance and connect women to appropriate healthcare services when needed.

10. Maternal Health Monitoring Systems: Implement systems for monitoring and tracking maternal health indicators, such as weight gain, blood pressure, and fetal movements. These systems can help identify high-risk pregnancies and ensure timely interventions.

It’s important to note that the specific implementation of these innovations would require further research, planning, and collaboration with relevant stakeholders.
AI Innovations Description
Based on the description provided, the recommendation to develop into an innovation to improve access to maternal health is to focus on addressing the affordability of nutritious foods. The analysis highlights that body size preferences may drive food choices, but many mothers cannot afford to purchase certain foods that could facilitate weight gain.

To address this issue, the innovation could involve implementing programs or initiatives that aim to make nutritious foods more affordable and accessible to mothers. This could include:

1. Subsidies or vouchers: Introduce subsidies or vouchers specifically targeted towards nutritious foods such as fruits, vegetables, lean meats, and dairy products. This would help reduce the financial burden on mothers and make these foods more affordable.

2. Community gardens: Establish community gardens in urban and rural areas where mothers can grow their own fruits and vegetables. This would provide them with a low-cost and sustainable source of nutritious foods.

3. Nutrition education: Provide comprehensive nutrition education to mothers, focusing on the importance of a balanced diet and the benefits of consuming nutritious foods. This would help mothers make informed choices and prioritize their spending on healthy options.

4. Collaboration with local farmers: Foster partnerships with local farmers to ensure a steady supply of fresh and affordable produce. This could involve setting up direct purchasing arrangements or farmers’ markets in the community.

5. Microfinance initiatives: Support the establishment of microfinance initiatives that specifically target mothers and provide them with access to small loans or financial assistance to purchase nutritious foods. This would empower mothers to make healthier food choices without straining their financial resources.

By addressing the affordability of nutritious foods, this innovation would not only improve access to maternal health but also contribute to reducing the prevalence of overweight and obesity among mothers and children in Malawi.
AI Innovations Methodology
Based on the provided description, here are two potential recommendations for improving access to maternal health:

1. Health Education and Counseling: Implement comprehensive health education and counseling programs targeting mothers and children in Malawi. These programs should focus on raising awareness about the importance of maintaining a healthy body size, making informed food choices, and the long-term health consequences of overweight and obesity. Health professionals can provide guidance on proper nutrition, portion sizes, and the benefits of a balanced diet. Counseling sessions can also address the affordability of healthy food options and provide practical strategies for incorporating them into daily meals.

2. Affordable Nutritional Support: Develop initiatives to improve the affordability and accessibility of nutritious foods for mothers and children in Malawi. This can include subsidies or vouchers for purchasing fruits, vegetables, lean meats, and other healthy food items. Collaborations with local farmers and markets can help ensure a steady supply of fresh produce at affordable prices. Additionally, community-based nutrition programs can provide cooking demonstrations, recipe ideas, and tips for preparing nutritious meals on a budget.

Methodology to Simulate the Impact of Recommendations:

To simulate the impact of the recommendations on improving access to maternal health, the following methodology can be employed:

1. Baseline Data Collection: Gather data on the current status of maternal health, including the prevalence of overweight and obesity among mothers and children, body size perceptions and preferences, and food choices. This can be done through surveys, interviews, and anthropometric measurements.

2. Define Key Indicators: Identify key indicators that will be used to measure the impact of the recommendations. This can include changes in body mass index (BMI), percentage of mothers and children with healthy body sizes, changes in food choices, and improvements in maternal health outcomes.

3. Intervention Implementation: Implement the recommended interventions, such as health education and counseling programs and affordable nutritional support initiatives. Ensure that these interventions are implemented consistently across the target population.

4. Data Collection Post-Intervention: Conduct follow-up data collection to assess the impact of the interventions. This can include repeating surveys, interviews, and anthropometric measurements to track changes in body size perceptions, food choices, and maternal health outcomes.

5. Data Analysis: Analyze the collected data to evaluate the impact of the interventions. Compare the baseline data with the post-intervention data to identify any significant changes in key indicators. Statistical analysis, such as chi-square tests, can be used to determine the significance of the findings.

6. Interpretation and Recommendations: Interpret the results of the data analysis and draw conclusions about the effectiveness of the interventions in improving access to maternal health. Based on the findings, make recommendations for further improvements or modifications to the interventions.

By following this methodology, researchers and policymakers can gain insights into the potential impact of the recommendations on improving access to maternal health in Malawi and make informed decisions for future interventions.

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