ArticleFrontiers in research metrics and analytics2025
Why is it important to implement meta-research in universities and institutes with medical research activities?
Article in Frontiers in research metrics and analytics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 2 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
21 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Conceptual and operational consistency in defining intestinal failure across randomized controlled trials: a systematic review and meta-research analysis.BMC gastroenterology · 2026Pooled it
- Global trends and research gaps in deep brain stimulation for neurodevelopmental disorders: a scientometrics exploration of functional and behavioral outcomes.Frontiers in human neuroscience · 2025Pooled it
- Mapping the scientific landscape of intestinal failure: forty-five years of evidence, imbalance, and emerging priorities.Annals of medicine and surgery (2012) · 2026Article
- Estimating the potential impact of global research on neglected tropical diseases on population-level indicators of health access, sanitation, and research capacity.PLoS neglected tropical diseases · 2026Article
- Precision Oxygen Therapy in the Intensive Care Unit: Matching Oxygen Exposure to Patient Phenotypes.Journal of personalized medicine · 2026Article
- Is There Sufficient Local Evidence to Inform Biofortification Policies Against Micronutrient Deficiencies? A Global Concern for Food Security and Human Health.International journal of environmental research and public health · 2026Review
- Review
- Measuring scientific coherence between global neglected tropical disease research and population health indicators: a 25-year meta-research study.Frontiers in research metrics and analytics · 2026Article
- Pharmacogenomics and genetic ancestry: an opportunity to transform clinical practice in Colombia.Frontiers in pharmacology · 2026Article
- Article
- Thousands of articles on neurosurgery, yet few self-assessments of neurosurgical evidence: the need to integrate meta-research for a more reliable clinical practice.Revista da Associacao Medica Brasileira (1992) · 2026Article
- Historical trends and future key insights in osteology research: A global scientometrics and visual analysis.Medicine · 2025Article
- Meta-Research in Neuroscience: An Urgent Call to Strengthen the Reliability and Translation of Knowledge into Evidence-Based Neurological Practice.Journal of clinical medicine · 2025Article
- The Colombian Medical Cannabis Paradox: A Scoping Review of Structural Barriers and Health Inequity.International journal of environmental research and public health · 2025Article
- Pharmacogenomics in Diabetes: Population-Specific Insights from Colombia.Journal of personalized medicine · 2025Article
- Pharmacogenomics and genetic ancestry in Colombia: a study on all variant drug annotations of PharmGKB.Frontiers in pharmacology · 2025Article
- Bridging the gap: cancer scientific equity, global child health, and distribution of CAR T-cell therapy clinical trials in childhood cancer.Frontiers in pediatrics · 2025Article
- The Role of Big Data in Developing Innovative Predictive Learning Models for Neglected Tropical Diseases within the New Generation of the Evidence-Based Medicine Pyramid.Le infezioni in medicina · 2025Review
- Mapping Six Decades of Research and Innovation in Cardiac Electrophysiology: A Historical Scientometrics Analysis.Journal of multidisciplinary healthcare · 2025Article
- Limited scientific coherence between global mental health research and indicators of science, health, mental health, and society: a longitudinal analysis across world regions.Frontiers in psychology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In recent years, there has been a growing concern over questionable practices and a lack of rigor in scientific activities, particularly in health and medical sciences. Universities and research institutes are key players in the development of science, technology, and innovation. Academic institutions, whose primary mission is to generate and disseminate knowledge, bear the responsibility in many parts of the world to act as consultants and guardians of scientific integrity in health research. Then, universities and research institutes must act as guardians of the research and technological development process, utilizing methodological and operational evaluation tools to validate the rigor and quality of medical research. Meta-research is defined as the research of research itself. Some of the most important specific objectives of meta-research include the assessment of research relevance, the evaluation of evidence validity, and the exploration of scientific integrity. A significant portion of evidence in the medical and health sciences literature has been found to be redundant, misleading, or inconsistent. Although this issue is of great importance in global health, discussions about practical and tangible solutions remain fragmented and limited. The aim of this manuscript is to highlight the significance of employing meta-research within universities and research institutes as a tool to monitor scientific rigor and promote responsible practices in medical research.
Indexed as
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What Socratic 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 Socratic graph.