SynthesisNutrition research reviews2024
Who consumes ultra-processed food? A systematic review of sociodemographic determinants of ultra-processed food consumption from nationally representative samples.
Synthesis in Nutrition research reviews, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
76 citing papers in PubMed, 4 syntheses or guidelines pooled it, 75 citations in OpenAlex.
- Association of combined ultra-processed food intake (ultra-processed dietary pattern) with cognitive function impairment: a meta-analysis of prospective cohort studies.Journal of neurology · 2026Pooled it
- Ultra-processed food consumption and risk of infertility in adults: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- The association of ultra-processed food intake on age-related muscle conditions: a systematic review and dose-response meta-analysis with meta-regression.Journal of health, population, and nutrition · 2025Pooled it
- Ultra-processed foods consumption and health-related outcomes: a systematic review of randomized controlled trials.Frontiers in nutrition · 2024Pooled it
- Trial
- Associations Between Diet Quality and Psychosocial and Environmental Factors in Rural Adults.Journal of nutrition education and behavior · 2026Trial
- Ultraprocessed or minimally processed diets following healthy dietary guidelines on weight and cardiometabolic health: a randomized, crossover trial.Nature medicine · 2025Trial
- Human gut microbiome as a composite health biomarker.Gut microbes · 2026Article
- Ultra-Processed Food Intake and Its Dietary Sources and Correlates Among Polish Young Adults: A Cross-Sectional Study.Nutrients · 2026Article
- Article
- Ultra-Processed Foods and Metabolic Dysfunction: Mechanisms, Clinical Implications, and Public Health Perspectives. Position Paper of the Italian Association of Dietetics and Clinical Nutrition (ADI).Current nutrition reports · 2026Review
- Recognition of Food Processing and Its Association with Consumption Patterns and Nutrient Intake Among Saudi University Students.Foods (Basel, Switzerland) · 2026Article
- A bedside-to-outside model of human nutrition research.Cell metabolism · 2026Review
- A Frequency-Based Proxy Score for Ultra-Processed Food Consumption Among Adolescents: Associations with Lifestyle Factors and Tinnitus.Nutrients · 2026Article
- Article
- Review
- Unhealthy Food and Beverage Marketing on Public Transport Infrastructure in Western Melbourne.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- Food Poverty and Early Childhood Development Across Food Insecurity Levels in Brazil.Maternal & child nutrition · 2026Article
- Sociodemographic, Economic, and Health Factors Associated with Ultra-Processed Food Intake Among Older Adults in Chile.Nutrients · 2026Article
- Examining the effects of two dietary intervention approaches on disordered eating-related thoughts and behaviors in adults with moderate to moderately severe depressive symptoms.Journal of eating disorders · 2026Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
Ultra-processed food (UPF) intake is associated with increased non-communicable disease risks. However, systematic reports on sociodemographic predictors of UPF intake are lacking. This review aimed to understand UPF consumption based on sociodemographic factors, using nationally representative cohorts. The systematic review was pre-registered (PROSPERO:CRD42022360199), following PRISMA guidelines. PubMed/MEDLINE searches (‘ultra-processed/ultraprocessed’ and ‘ultra-processing/ultraprocessing’) until 7 September 2022 retrieved 1131 results. Inclusion criteria included: observational, nationally representative adult samples, in English, in peer-reviewed journals, assessing the association between sociodemographics and individual-level UPF intake defined by the NOVA classification. Exclusion criteria included: not nationally representative, no assessment of sociodemographics and individual-level UPF intake defined by NOVA. Risk of bias was assessed using the Newcastle–Ottawa Scale (NOS). Fifty-five papers were included, spanning thirty-two countries. All thirteen sociodemographic variables identified were significantly associated with UPF intake in one or more studies. Significant differences in UPF intake were seen across age, race/ethnicity, rural/urbanisation, food insecurity, income and region, with up to 10–20% differences in UPF intake (% total energy). Higher UPF intakes were associated with younger age, urbanisation and being unmarried, single, separated or divorced. Education, income and socioeconomic status showed varying associations, depending on country. Multivariate analyses indicated that associations were independent of other sociodemographics. Household status and gender were generally not associated with UPF intake. NOS averaged 5·7/10. Several characteristics are independently associated with high UPF intake, indicating large sociodemographic variation in non-communicable disease risk. These findings highlight significant public health inequalities associated with UPF intake, and the urgent need for policy action to minimise social injustice-related health inequalities.
Indexed as
Identifiers
What Socratic holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.