ReviewAdvances in nutrition (Bethesda, Md.)2014
Limitations of observational evidence: implications for evidence-based dietary recommendations.
Review in Advances in nutrition (Bethesda, Md.), 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 11 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
74 citing papers in PubMed, 11 syntheses or guidelines pooled it.
- Evaluating agreement between individual nutrition randomised controlled trials and cohort studies - a meta-epidemiological study.BMC medicine · 2025Pooled it
- The Relationship of Ready-to-Eat Cereal Intake and Body Weight in Adults: A Systematic Review of Observational Studies and Controlled Trials.Advances in nutrition (Bethesda, Md.) · 2023Pooled it
- What did we learn in 35 years of research on nutrition and supplements for age-related macular degeneration: a systematic review.Acta ophthalmologica · 2022Pooled it
- An Empirical Evaluation of the Impact Scenario of Pooling Bodies of Evidence from Randomized Controlled Trials and Cohort Studies in Nutrition Research.Advances in nutrition (Bethesda, Md.) · 2022Pooled it
- Effects of a gluten-reduced or gluten-free diet for the primary prevention of cardiovascular disease.The Cochrane database of systematic reviews · 2022Pooled it
- Evaluation of the Quality of Evidence of the Association of Foods and Nutrients With Cardiovascular Disease and Diabetes: A Systematic Review.JAMA network open · 2022Pooled it
- The Relationship between Whole Grain Intake and Body Weight: Results of Meta-Analyses of Observational Studies and Randomized Controlled Trials.Nutrients · 2019Pooled it
- Nutritional supplements for patients being treated for active visceral leishmaniasis.The Cochrane database of systematic reviews · 2018Pooled it
- Nonnutritive sweeteners and cardiometabolic health: a systematic review and meta-analysis of randomized controlled trials and prospective cohort studies.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2017Pooled it
- The effect of replacing saturated fat with mostly n-6 polyunsaturated fat on coronary heart disease: a meta-analysis of randomised controlled trials.Nutrition journal · 2017Pooled it
- Re-evaluation of the traditional diet-heart hypothesis: analysis of recovered data from Minnesota Coronary Experiment (1968-73).BMJ (Clinical research ed.) · 2016Pooled it
- Cruciferous vegetables improve glycaemic control compared to root/squash vegetables in a randomized, controlled, crossover trial: The VEgetableS for vaScular hEaLth (VESSEL) study.Diabetes, obesity & metabolism · 2025Trial
- Trial
- Incorporation of eicosapentaenioic and docosahexaenoic acids into breast adipose tissue of women at high risk of breast cancer: a randomized clinical trial of dietary fish and n-3 fatty acid capsules.Molecular nutrition & food research · 2015Trial
- Effects of Dietary Protein Quantity, Source, and Type on Plasma Lipids and Lipoproteins and Their Roles in Dyslipidemia Management in Humans.Nutrients · 2026Review
- Prevalence of overweight and obesity and their associations with lifestyle habits among late adolescents in the Northern Border Region of Saudi Arabia: a cross‑sectional study.BMC public health · 2026Article
- Phosphorus Intake and Cancer Risk: A Theoretical-Conceptual Model and Hypothesis for Population-Study Replication.Nutrients · 2026Article
- High‑fat diet and cognitive dysfunction: Mechanistic insights into diet‑induced neurodegeneration (Review).International journal of molecular medicine · 2026Review
- The protective role of whole grains and legumes against gastric cancer.Open life sciences · 2026Article
- Beneficial Outcome Pathways: A New Mechanistic Framework to Map the Health Effects of Fasting in Metabolic Dysfunction-Associated Steatotic Liver Disease.Journal of nutrition and metabolism · 2026Review
14 more citing papers are in PubMed but not listed here.
Corrections and comments
- Commented on by
- Commented on by
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Data from randomized controlled trials (RCTs) provide the strongest evidence for establishing relations between exposures, including dietary exposures, and health outcomes. However, not all diet and health outcome relations can be practically or ethically evaluated by using RCTs; therefore, many dietary recommendations are supported by evidence primarily from observational data, particularly those from prospective cohort studies. Although such evidence is of critical importance, limitations are often underappreciated by nutrition scientists and policymakers. This editorial review is intended to 1) highlight some of these limitations of observational evidence for diet-disease relations, including imprecise exposure quantification, collinearity among dietary exposures, displacement/substitution effects, healthy/unhealthy consumer bias, residual confounding, and effect modification; and 2) advocate for greater caution in the communication of dietary recommendations for which RCT evidence of clinical event reduction after dietary intervention is not available.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.