ReviewEClinicalMedicine2024
Real-world data: bridging the gap between clinical trials and practice.
Review in EClinicalMedicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 66 papers, 3 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
66 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Validating exacerbations of asthma in electronic health records: a systematic review.European respiratory review : an official journal of the European Respiratory Society · 2026Pooled it
- Effect of pulmonary artery pressure-guided management on outcomes of patients with heart failure outside clinical trials: A systematic review and meta-analysis of real-world evidence with the CardioMEMS Heart Failure System.European journal of heart failure · 2025Pooled it
- Trastuzumab Deruxtecan-Induced Interstitial Lung Disease: A Systematic Review and Meta-Analysis of Clinical Trials and Real-World Evidence.Cancer control : journal of the Moffitt Cancer CenterPooled it
- Sustainability of implementation of health-promotion practice in primary healthcare: a non-randomized parallel group study.BMC health services research · 2026Trial
- Patient-reported outcomes and experience measures in the Community Pharmacy setting: Theoretical and practical framework regarding the PROMs and PREMs.Farmaceuticos comunitarios · 2026Review
- Nutritional Risk and Unmet Nutritional Need in Ambulatory Patients Undergoing Systemic Anti-Cancer Therapies.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026Observational
- Advancing Patient-Centred AI With Adaptive Machine Learning.Cancer medicine · 2026Review
- Symptoms improvement and lung function benefits of fixed triple therapy with beclomethasone/formoterol/glycopyrronium inhalation powder in patients with moderate-to-severe COPD: outcomes of the Bulgarian arm of the RESPONSE study.Journal of thoracic disease · 2026Article
- From Adipose Tissue Dysfunction to Venous Thromboembolism.Journal of clinical medicine · 2026Review
- Incidence and Survival of Central Nervous System Tumors in Reunion Island: A Population-Based Study.Neuroepidemiology · 2026Article
- A five-phase evaluation framework for diagnostic and predictive medical artificial intelligence.NPJ digital medicine · 2026Article
- Tolerability, Drug Utilization Pattern and Effectiveness of Minocycline Oral Formulations in India: A Real-World Retrospective Study from Electronic Medical Records.Drugs - real world outcomes · 2026Article
- Equivalent effectiveness of a prescription binocular treatment for amblyopia in real-world practice.Journal of managed care & specialty pharmacy · 2026Article
- Real-world clinical outcomes of Trastuzumab Deruxtecan in HER2-expressing ovarian and endometrial Cancer.Gynecologic oncology reports · 2026Article
- Cardiometabolic Effects of Semaglutide in Individuals with Type 2 Diabetes in the United Arab Emirates: Real-World 12-Month Outcomes and Predictors of Response.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Article
- Implementation science and the clinical trial workforce: A national needs assessment of training and practice.Contemporary clinical trials communications · 2026Article
- Plasma emicizumab concentrations and bleeding rates in children and adults with severe hemophilia A.Research and practice in thrombosis and haemostasis · 2026Observational
- Patient-reported symptom assessments and early chemotherapy discontinuation in routine gastrointestinal cancer care.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Combining VEGFR tyrosine kinase inhibitors and PD-1/PD-L1 inhibitors versus VEGFR tyrosine kinase inhibitors monotherapy in renal cell carcinoma: a target trial emulation.medRxiv : the preprint server for health sciences · 2026Article
- Are Traditional Registries Becoming Obsolete in the Modern Digital Health Ecosystem?Journal of medical Internet research · 2026Article
6 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
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Real-world data (RWD) are rapidly emerging sources of information for patients, clinicians and regulators. While randomized controlled trials (RCTs) reduce bias and confounding through the randomization process and provide the highest quality of evidence regarding drug efficacy, RCTs may be impractical or unfeasible for rare diseases or disease subsets. And yet, studies attempting to replicate clinical trial results using observational datasets have failed. Given the inherent differences between observational data and clinical trial results, this discordance is not surprising. However, RWD may still have independent value as complementary tools to trial results. In this viewpoint, we explore the challenges of RWD and discuss key questions that clinicians, patients, and regulators will need to consider when faced with positive efficacy data from clinical trials, and negative effectiveness data from real world studies. Finally, we explore novel trial designs that might help bridge the gap from RCTs to RWD.
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.