ArticleJournal of clinical epidemiology2021
Challenges in applying the GRADE approach in public health guidelines and systematic reviews: a concept article from the GRADE Public Health Group.
Article in Journal of clinical epidemiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 12 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
39 citing papers in PubMed, 12 syntheses or guidelines pooled it.
- Patient satisfaction with advanced practice physiotherapy internationally: A systematic mixed studies review.PloS one · 2026Pooled it
- Global prevalence of post-COVID-19 condition: a systematic review and meta-analysis of prospective evidence.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025Pooled it
- CYP2D6 genotype and associated 5-HTClinical and translational science · 2025Pooled it
- Prevention of Obesity among Adults: Evidence- and Consensus-Based Guideline.Obesity facts · 2025Guideline
- Should my child be given antibiotics? A systematic review of parental decision making in rural and remote locations.Antimicrobial resistance and infection control · 2024Pooled it
- Causal Assessment of Income Inequality on Self-Rated Health and All-Cause Mortality: A Systematic Review and Meta-Analysis.The Milbank quarterly · 2024Pooled it
- The Relationship Between Physical Housing Characteristics, Housing Accessibility and Different Aspects of Health Among Community-Dwelling Older People: A Systematic Review.Journal of aging and health · 2024Pooled it
- How the COVID-19 pandemic and related school closures reduce physical activity among children and adolescents in the WHO European Region: a systematic review and meta-analysis.The international journal of behavioral nutrition and physical activity · 2023Pooled it
- Medicines for Obesity: Appraisal of Clinical Studies with Grading of Recommendations, Assessment, Development, and Evaluation Tool.Nutrients · 2023Pooled it
- Efficacy and safety of traditional Chinese medicine adjuvant therapy for severe pneumonia: evidence mapping of the randomized controlled trials, systematic reviews, and meta-analyses.Frontiers in pharmacology · 2023Pooled it
- Suicide among transport industry workers: A systematic review and meta-analysis.Scandinavian journal of work, environment & health · 2022Pooled it
- Nature-Based Early Childhood Education and Children's Social, Emotional and Cognitive Development: A Mixed-Methods Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Strengthening global science: The role of the International Network for Epidemiology in Policy (INEP) in bridging science and policy.Canadian journal of public health = Revue canadienne de sante publique · 2026Article
- Implementation of C-Reactive Protein Point-of-Care Testing for Respiratory Tract Infections in Primary Care: A Systematic Review Using the RE-AIM Framework.Antibiotics (Basel, Switzerland) · 2026Review
- The effectiveness of interventions on clinical and patient-reported outcomes in hospital-to-home transitions of older adults: a systematic review.European journal of ageing · 2025Review
- Suicidal Ideation, Suicide Attempts, and Suicide Mortality in Cancer: An Overview of Systematic Reviews with Meta-Analysis.Cancers · 2025Review
- A methodology for determining dosing recommendations for anticancer drugs in patients with reduced kidney function.EClinicalMedicine · 2025Review
- Using natural experiments to evaluate population health and health system interventions: new framework for producers and users of evidence.BMJ (Clinical research ed.) · 2025Article
- Integrating Ethics in Public Health Guideline Development: Case Study of Guidelines on Respiratory Isolation for Persons With Tuberculosis in Community Settings.The Journal of infectious diseases · 2025Article
- The Canadian Society of Nephrology Methods for Developing and Adapting Clinical Practice Guidelines: An Update.Canadian journal of kidney health and disease · 2025Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
20 authors.
Funding
Abstract
BACKGROUND AND
objectiveThis article explores the need for conceptual advances and practical guidance in the application of the GRADE approach within public health contexts.
methodsWe convened an expert workshop and conducted a scoping review to identify challenges experienced by GRADE users in public health contexts. We developed this concept article through thematic analysis and an iterative process of consultation and discussion conducted with members electronically and at three GRADE Working Group meetings.
resultsFive priority issues can pose challenges for public health guideline developers and systematic reviewers when applying GRADE: (1) incorporating the perspectives of diverse stakeholders; (2) selecting and prioritizing health and "nonhealth" outcomes; (3) interpreting outcomes and identifying a threshold for decision-making; (4) assessing certainty of evidence from diverse sources, including nonrandomized studies; and (5) addressing implications for decision makers, including concerns about conditional recommendations. We illustrate these challenges with examples from public health guidelines and systematic reviews, identifying gaps where conceptual advances may facilitate the consistent application or further development of the methodology and provide solutions.
conclusionThe GRADE Public Health Group will respond to these challenges with solutions that are coherent with existing guidance and can be consistently implemented across public health decision-making contexts.
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.