Description and performance evaluation of two diet quality scores based on the Nova classification system
Costa, C. d. S.; dos Santos, F. S.; Gabe, K. T.; Steele, E. M.; Leite, F. H. M.; Khandpur, N.; Rauber, F.; Louzada, M. L. d. C.; Levy, R. B.; Monteiro, C. A.
Show abstract
Background and objectivesThe consumption of unprocessed or minimally processed whole plant foods and of ultra-processed foods, as defined by the Nova food classification system, are associated in opposite ways with diet quality and risk of diseases. However, it can be difficult to evaluate and monitor the consumption of these foods in some contexts due to lack of resources and time constraints for data collection. This study aimed to describe two simple and easily derived diet quality scores and evaluate their performance in reflecting the dietary share of unprocessed or minimally processed whole plant foods and ultra-processed foods. MethodsA total of 812 adults (18 years old or older) answered the Nova24h screener, a 2-minute self-administered questionnaire that measures the consumption of a set of foods on the day before the interview. Food items included in this tool belong to two main groups of Nova classification: unprocessed or minimally processed whole plant foods (WPF, 33 food items) and ultra-processed foods (UPF, 23 food items). Two scores are obtained from this tool by summing the number of items checked - the Nova-WPF and the Nova-UPF. We compared the Nova-WPF and the Nova-UPF scores with the dietary intake (% of total energy) of all unprocessed or minimally processed whole plant foods and all ultra-processed foods, respectively, obtained through a full self-administered web-based 24-hour recall, applied on the same day. We evaluated the relationship between the approximate quintiles or intervals of each score and the corresponding % of energy intake by linear regression, and the agreement between the intervals of each score with the intervals of the corresponding % of energy intake, using the Prevalence-Adjusted and Bias-Adjusted Kappa (PABAK). ResultsApproximate quintiles of each score presented a direct and linear relationship with the corresponding % of energy intake (p-value for linear trend <0.001). We found a substantial agreement between the intervals of each score and of the corresponding % of energy intake (PABAK 0.72, 95% CI 0.64-0.81 for the Nova-WPF score and PABAK 0.79, 95% CI 0.69-0.88, for the Nova-UPF score). ConclusionsThese two scores performed well against the dietary share of unprocessed or minimally processed whole plant foods and ultra-processed foods in Brazil and can thus be used to evaluate and monitor diet quality.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- A novel food frequency questionnaire for Brazilian adults based on the Nova classification system: development, reproducibility and validation 98%
- A novel web-based 24-hour dietary recall tool in line with the Nova food processing classification: description and evaluation 98%
- Demographic, spatial, and temporal dietary intake patterns among 526,774 23andMe research participants 94%
Similar papers in this journal
- How do the indices based on the EAT-Lancet recommendations measure adherence to healthy and sustainable diets? A comparison of measurement performance in adults from a French national survey 97%
- A novel automated participant-recorded dietary data collection method using low-cost mobile phones and Interactive Voice Response (IVR) with low-literacy women: a validation study in rural Uganda 93%
- Food Insecurity Increases in Brazil from 2004 to 2018: Analysis of national surveys 93%
Similar papers in this journal
- Possible roles of phytochemicals with bioactive properties in the prevention of and recovery from COVID-19 94%
- Influence of nutritional status on eating habits and food choice determinants among Brazilian women during the COVID-19 pandemic 94%
- Socio-demographic and knowledge-related determinants of vitamin D supplementation in the context of the COVID-19 pandemic: assessment of an educational intervention 93%
Similar papers in this journal
- Dietary patterns of adults in Italy: Results from the third Italian National Food Consumption Survey, INRAN-SCAI 96%
- Monitoring sodium content in packaged foods sold in the Americas and compliance with the Updated Regional Sodium Reduction Targets 95%
- A methodological framework for deriving the German food-based dietary guidelines 2024: food groups, nutrient goals, and objective functions 94%
Similar papers in this journal
- Efficacy and Safety of Habitual Consumption of a Food Supplement Containing Miraculin in Malnourished Cancer Patients: the CLINMIR Pilot Study 93%
- Almond Consumption Improves Inflammatory Profiles Independent of Weight Change: A 6-Week Randomized Controlled Trial in Adults with Obesity 93%
- Differences in Dietary Intake Exist Among U.S. Adults by Diabetic Status Using NHANES 2009-2016 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.