The rapid expansion of food and nutrition information requires new ways of data sharing and dissemination. Interactive platforms integrating data portals and visualization dashboards have been effectively utilized to describe, monitor, and track information related to food and nutrition. Yet, a comprehensive evaluation of emerging interactive systems is lacking. We conducted a systematic review on publicly available dashboards using a set of 48 evaluation metrics for data integrity, completeness, granularity, visualization quality, and interactivity based on four major principles: evidence, efficiency, emphasis, and ethics. We evaluated 13 dashboards, summarized their characteristics, strengths, and limitations, and provided guidelines for nutrition dashboard development. We applied mixed effects models to summarize evaluation results adjusted for inter-rater variability. The proposed metrics and evaluation principles help to improve data standardization and harmonization, dashboard performance and usability, broaden information and knowledge sharing among researchers, practitioners, and decision-makers in the field of food and nutrition, and accelerate data literacy and communication.

The Meal Balance Index (MBI) assesses the nutritional quality and balance of meals. It is a score between 0 and 100 that takes into account both shortfall and excess nutrients, adjusted for the energy content of the meal. In the present study the score was applied to 147849 meals reported in the National Health and Nutrition Examination Surveys (NHANES) 2005-2014 in order to evaluate its validity and compare against exemplary meals designed as part of 24h diets that meet US dietary guidelines. Meals from exemplary menu plans developed by nutrition experts scored on average 76±14 (mean ± standard deviation) whereas those of NHANES participants scored 45±14. Scores of breakfast, lunch, dinner, snack, considered jointly as independent variables, were moderately but positively and significantly associated with the Healthy Eating Index (Pearson correlation 0.6). MBI scores were significantly associated with the density of positive micronutrients (e.g. Vit A, Vit C) and favorable food groups (e.g. fruits, whole grains) not directly included in the MBI algorithm. The MBI is a valid tool to assess the nutritional quality of meals reported in the US population and if applied to culinary recipe websites could potentially help users to understand which meals are nutritionally balanced. Choice of more balanced individual meals can guide healthier cooking and eating.

AbstractIntroductionFood choice is complex. Digital nutrition applications are emerging to help decisions about food choices. Nestlé's Meal Nutritional Score (MNS) is a number between 0 and 100 that provides a measure of the extent to which a meal meets US dietary recommendations. The objective was to evaluate if the MNS influences food choices in a workplace restaurant.Materials and MethodsA workplace education campaign ran over two weeks in order to introduce the MNS to employees. This was done during the lunch break at the entrance to the cafeteria of Nestlé's research centre, which serves around 250 hot meals at lunchtime every day. Employees choose between a typical Western meal, a healthy meal and a vegetarian meal. During the campaign, and for three weeks afterwards, LED screens displayed the MNS for the three different types of meal, every day. Employees’ voluntary feedback on the MNS was collected using a closed-ended questionnaire. Descriptive analyses were done for the scores and sales of each type of meals for one week before the education campaign, immediately after the campaign and three weeks later. Data are reported as mean ± 1 standard deviation.ResultsFeedback was obtained from 152 employees, of whom 96% said the MNS helped them to understand the nutritional balance of the meals, and 38% said the MNS influenced their meal choices. The MNS scores pre-campaign, post-post campaign and 3 weeks later were 52 ± 14, 50 ± 16 and 56 ± 11 for the Western meal; 54 ± 14, 62 ± 6 and 67 ± 6 for the healthy meal and 64 ± 11, 57 ± 14 and 57 ± 12 for the vegetarian meal, respectively. The percentage of sales pre-campaign, post-post campaign and 3 weeks later were 48 ± 10%, 43 ± 9% and 33 ± 9% for the Western meal; 25 ± 10%, 30 ± 8% and 36 ± 10% for the healthy meal, and 27 ± 4%, 27 ± 4% and 30 ± 8% for the vegetarian meal, respectively.DiscussionThe number of people selecting the healthy meal, which usually had the best score, increased during the three weeks following the education campaign, suggesting that the MNS positively influences food choices. The MNS may also help chefs to design more nutritionally balanced meals. Longer-term follow up is necessary to evaluate if these are sustained behaviour changes as well as to test the impact of the MNS in a different workplace environment.

BackgroundDespite all efforts, iron deficiency anemia remains a serious public health problem among Brazilian children.ObjectiveTo evaluate dietary iron intake and dietary practices that interfere with the absorption of this nutrient from three regions of Brazil.MethodsBrazil Kids Nutrition and Health Study is a cross-sectional dietary intake study in children aged 4–13.9 years old designed to investigate nutrient intakes and gaps of Brazilian children in a representative sample of households from Northeast, Southeast and South regions. Nutrient intake was assessed based on multiple-pass 24-h dietary recall and U.S. National Cancer Institute method was used to estimate usual micronutrients intakes and compliance with Dietary Reference Intakes.ResultsFive hundred sixteen individuals participated in the study (52.3% male). The top three most consumed food sources of iron were products of plant origin. Food sources of animal origin contributed with <20% of the total iron intake. Vitamin C intake was adequate, but the concomitant consumption of food sources of vitamin C with plant food sources of iron was not common. On the other hand, the concomitant intake of plant food sources of iron with food sources of iron chelators (e.g., coffee and teas) was frequent.ConclusionsAdequate iron intake was observed in all three regions in Brazil. Children's diet showed low iron bioavailability and insufficient consumption of food sources of iron absorption stimulants. Frequent presence of iron chelators and inhibitors of iron absorption might help to explain the high prevalence of iron deficiency in the country.