ArticleThe New England journal of medicine2000
Randomized, controlled trials, observational studies, and the hierarchy of research designs.
Article in The New England journal of medicine, 2000. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03250754 (Treatment of Headache Disorders With Acupuncture), which is not on this map. Cited by 866 papers, 32 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.
Treatment of Headache Disorders With Acupuncture: Observational Study (HDACU)
Who cites it
866 citing papers in PubMed, 32 syntheses or guidelines pooled it, 3,513 citations in OpenAlex.
- Risk assessment and prevention of postoperative and postprocedural respiratory failure: recommendations from an international expert panel.British journal of anaesthesia · 2026Guideline
- The efficacy of interactive communication interventions for motivating blood donation: A systematic review.Vox sanguinis · 2026Pooled it
- Cultural Adaptations to the Assessment and Treatment of Trauma Experiences Among Racial and Ethnic Minority Groups: A Mixed-Methods Systematic Review and Meta-Analysis.Trauma, violence & abuse · 2026Pooled it
- Including randomized and non-randomized studies of interventions in evidence synthesis for harms: a meta-epidemiological study.BMC medicine · 2026Pooled it
- The Added Value and the Efficacy of Preoperative Physiotherapy on Degenerative Diseases of the Lumbar Spine: A Systematic Review.Physiotherapy research international : the journal for researchers and clinicians in physical therapy · 2026Pooled it
- Circulating lipoprotein(a) levels and steatotic liver disease related to metabolic dysfunction in adults: an updated systematic review and meta-analysis.Frontiers in nutrition · 2026Pooled it
- Nonlinear dose-response effects of exercise interventions on post-stroke depression: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Optimizing radiotherapy in unresectable or metastatic intrahepatic cholangiocarcinoma: systematic review and meta-analysis of the literature.Radiation oncology (London, England) · 2025Pooled it
- Effect of different types of internal fixation on the incidence of femoral head necrosis in adult femoral neck fractures: a single-arm rate and network meta-analysis.European journal of medical research · 2025Pooled it
- Health risk behaviours, mental health and HbA1c: an overview of reviews of observational studies.BMJ open · 2025Pooled it
- Determinants of neonatal mortality in sub-Saharan Africa: systematic review and meta-analysis of adverse newborn conditions.BMC public health · 2025Pooled it
- General practitioners' experience about synchronous teleconsultation in primary care: a mixed-method systematic review.BMC primary care · 2025Pooled it
- Effect of interventions on surgical site infections in Sub-Saharan Africa: a systematic review.BMC surgery · 2025Pooled it
- Effects of neostigmine on postoperative neurocognitive dysfunction: a systematic review and meta-analysis.Frontiers in neuroscience · 2025Pooled it
- Treatment Effects in Randomized and Nonrandomized Studies of Pharmacological Interventions: A Meta-Analysis.JAMA network open · 2024Pooled it
- Immune Checkpoint Inhibitors and Cardiotoxicity: A Comparative Meta-Analysis of Observational Studies and Randomized Controlled Trials.Journal of the American Heart Association · 2024Pooled it
- Effectiveness of interventions to increase healthcare workers' adherence to vaccination against vaccine-preventable diseases: a systematic review and meta-analysis, 1993 to 2022.Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin · 2024Pooled it
- Healthcare outcomes assessed with observational study designs compared with those assessed in randomized trials: a meta-epidemiological study.The Cochrane database of systematic reviews · 2024Pooled it
- Safety classification of herbal medicine use among hypertensive patients: a systematic review and meta-analysis.Frontiers in pharmacology · 2024Pooled it
- The impact of influenza and pneumococcal vaccination on antibiotic use: an updated systematic review and meta-analysis.Antimicrobial resistance and infection control · 2023Pooled it
806 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundIn the hierarchy of research designs, the results of randomized, controlled trials are considered to be evidence of the highest grade, whereas observational studies are viewed as having less validity because they reportedly overestimate treatment effects. We used published meta-analyses to identify randomized clinical trials and observational studies that examined the same clinical topics. We then compared the results of the original reports according to the type of research design.
methodsA search of the Medline data base for articles published in five major medical journals from 1991 to 1995 identified meta-analyses of randomized, controlled trials and meta-analyses of either cohort or case-control studies that assessed the same intervention. For each of five topics, summary estimates and 95 percent confidence intervals were calculated on the basis of data from the individual randomized, controlled trials and the individual observational studies.
resultsFor the five clinical topics and 99 reports evaluated, the average results of the observational studies were remarkably similar to those of the randomized, controlled trials. For example, analysis of 13 randomized, controlled trials of the effectiveness of bacille Calmette-Guérin vaccine in preventing active tuberculosis yielded a relative risk of 0.49 (95 percent confidence interval, 0.34 to 0.70) among vaccinated patients, as compared with an odds ratio of 0.50 (95 percent confidence interval, 0.39 to 0.65) from 10 case-control studies. In addition, the range of the point estimates for the effect of vaccination was wider for the randomized, controlled trials (0.20 to 1.56) than for the observational studies (0.17 to 0.84).
conclusionsThe results of well-designed observational studies (with either a cohort or a case-control design) do not systematically overestimate the magnitude of the effects of treatment as compared with those in randomized, controlled trials on the same topic.
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.