ArticleTrials2015
A literature review on the representativeness of randomized controlled trial samples and implications for the external validity of trial results.
Article in Trials, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 432 papers, 16 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
432 citing papers in PubMed, 16 syntheses or guidelines pooled it.
- Real-world effectiveness and safety of difelikefalin for chronic kidney disease-associated pruritus: a systematic review.Renal failure · 2026Pooled it
- Risk of gastrointestinal bleeding by specific SSRIs and SNRIs: A systematic review and meta-analysis.British journal of clinical pharmacology · 2026Pooled it
- Cognitive Outcomes in Randomized Controlled Trials of Coronary Artery Bypass Graft Surgery From 2005 to 2025: A Systematic Review.Journal of the American Heart Association · 2026Pooled it
- Cost-effectiveness of integrative oncology for sustainable and patient-centred cancer care: a systematic review in the context of the WHO global traditional medicine strategy 2025-2034.Frontiers in public health · 2026Pooled it
- Moving beyond gender: a systematic review of diversity data gaps in prospective trauma research.European journal of psychotraumatology · 2025Pooled it
- Real-world clinical outcomes and economic burden of metastatic pancreatic ductal adenocarcinoma: a systematic review.Future oncology (London, England) · 2025Pooled it
- All-cause mortality risk in long-acting injectable versus oral antipsychotics in schizophrenia: a systematic review and meta-analysis.Molecular psychiatry · 2025Pooled it
- Recruitment rates and strategies in exercise trials in cancer survivorship: a systematic review.Journal of cancer survivorship : research and practice · 2024Pooled it
- Drug Survival of IL-17 and IL-23 Inhibitors for Psoriasis: A Systematic Review and Meta-Analysis.Drugs · 2024Pooled it
- The impact of smartphone app-based interventions on adolescents' dietary intake: a systematic review and evaluation of equity factor reporting in intervention studies.Nutrition reviews · 2024Pooled it
- From gut to brain: unveiling probiotic effects through a neuroimaging perspective-A systematic review of randomized controlled trials.Frontiers in nutrition · 2024Pooled it
- Social Representativeness and Intervention Adherence-A Systematic Review of Clinical Physical Activity Trials in Breast Cancer Patients.International journal of public health · 2024Pooled it
- An umbrella review of adverse effects associated with antipsychotic medications: the need for complementary study designs.Neuroscience and biobehavioral reviews · 2023Pooled it
- Calibrated meta-analysis to estimate the efficacy of mental health treatments in target populations: an application to paliperidone trials for treatment of schizophrenia.BMC medical research methodology · 2023Pooled it
- Borrowing strength from clinical trials in analysing longitudinal data from a treated cohort: investigating the effectiveness of acetylcholinesterase inhibitors in the management of dementia.International journal of epidemiology · 2023Pooled it
- Health-related quality of life in adults with low-grade gliomas: a systematic review.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2023Pooled it
- Feasibility of a randomised controlled trial of Healthier Wealthier Families in Sweden: results from the Ameliorating Child poverty through Connecting Economic Services with child health Services (ACCESS) pilot study.BMC health services research · 2025Trial
- Characteristics of eligible patients with knee osteoarthritis accepting versus declining participation in a randomised trial investigating the effect of weight loss versus knee arthroplasty to explore generalisability: A cross-sectional study.Knee surgery, sports traumatology, arthroscopy : official journal of the ESSKA · 2025Trial
- Model of integrated mental health video consultations for people with depression or anxiety in primary care (PROVIDE-C): assessor masked, multicentre, randomised controlled trial.BMJ (Clinical research ed.) · 2024Trial
- Association between comorbid chronic pain or prior hospitalization for mental illness and substance use treatment among a cohort at high risk of opioid overdose.Journal of substance use and addiction treatment · 2024Trial
372 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Randomized controlled trials (RCTs) are conducted under idealized and rigorously controlled conditions that may compromise their external validity. A literature review was conducted of published English language articles that reported the findings of studies assessing external validity by a comparison of the patient sample included in RCTs reporting on pharmaceutical interventions with patients from everyday clinical practice. The review focused on publications in the fields of cardiology, mental health, and oncology. A range of databases were interrogated (MEDLINE; EMBASE; Science Citation Index; Cochrane Methodology Register). Double-abstract review and data extraction were performed as per protocol specifications. Out of 5,456 de-duplicated abstracts, 52 studies met the inclusion criteria (cardiology, n = 20; mental health, n = 17; oncology, n = 15). Studies either performed an analysis of the baseline characteristics (demographic, socioeconomic, and clinical parameters) of RCT-enrolled patients compared with a real-world population, or assessed the proportion of real-world patients who would have been eligible for RCT inclusion following the application of RCT inclusion/exclusion criteria. Many of the included studies concluded that RCT samples are highly selected and have a lower risk profile than real-world populations, with the frequent exclusion of elderly patients and patients with co-morbidities. Calculation of ineligibility rates in individual studies showed that a high proportion of the general disease population was often excluded from trials. The majority of studies (n = 37 [71.2 %]) explicitly concluded that RCT samples were not broadly representative of real-world patients and that this may limit the external validity of the RCT. Authors made a number of recommendations to improve external validity. Findings from this review indicate that there is a need to improve the external validity of RCTs such that physicians treating patients in real-world settings have the appropriate evidence on which to base their clinical decisions. This goal could be achieved by trial design modification to include a more representative patient sample and by supplementing RCT evidence with data generated from observational studies. In general, a thoughtful approach to clinical evidence generation is required in which the trade-offs between internal and external validity are considered in a holistic and balanced manner.
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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.