ArticleBMC neurology2016
Decision making under uncertainty, therapeutic inertia, and physicians' risk preferences in the management of multiple sclerosis (DIScUTIR MS).
Article in BMC neurology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03134794 (Decision Making Under Uncertainty in MS Care), which is not on this map. Cited by 29 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.
Decision Making Under Uncertainty in MS Care: an Innovative Educational Intervention Applying Concepts From Neuroeconomics
Who cites it
29 citing papers in PubMed, 3 syntheses or guidelines pooled it, 47 citations in OpenAlex.
- Looking inside the lab: a systematic literature review of economic experiments in health service provision.The European journal of health economics : HEPAC : health economics in prevention and care · 2024Pooled it
- Behavioral Economics Interventions in Clinical Decision Support Systems.Yearbook of medical informatics · 2018Pooled it
- Clinical inertia in the pharmacological management of hypertension: A systematic review and meta-analysis.Medicine · 2018Pooled it
- Effect of an Educational Intervention on Therapeutic Inertia in Neurologists With Expertise in Multiple Sclerosis: A Randomized Clinical Trial.JAMA network open · 2020Trial
- Teaching common cognitive biases and associated errors in veterinary neurologic diagnosis using clinical vignettes: a narrative review.Frontiers in veterinary science · 2026Review
- How Time, Narrative, and Discomfort Shape Learning: A Realist Evaluation of Behavioral Science Education for Medical Students.Perspectives on medical education · 2026Article
- Human factors in triaging forensic items: Casework pressures and ambiguity aversion.Science & justice : journal of the Forensic Science Society · 2025Article
- Article
- A prospective survey on therapeutic inertia in psoriatic arthritis (OPTI'PsA).Rheumatology (Oxford, England) · 2024Article
- Therapeutic inertia in the management of neuromyelitis optica spectrum disorder.Frontiers in neurology · 2024Article
- Understanding social media: how its popularity could be used to advance medical education in stroke care?Journal of neurology · 2023Article
- Clinical and economic evaluations of natalizumab, rituximab, and ocrelizumab for the management of relapsing-remitting multiple sclerosis in Saudi Arabia.BMC health services research · 2023Article
- Assessing 'no evidence of disease activity' status in patients with relapsing-remitting multiple sclerosis: a long-term follow-up.Frontiers in neurology · 2023Article
- Unless Something Goes Wrong: Making Art to Understand and Mitigate the Risk of Therapeutic Inertia in the Treatment of Multiple Sclerosis.Journal of patient experience · 2023Article
- Flow Cytometry Analysis of Blood Large Extracellular Vesicles in Patients with Multiple Sclerosis Experiencing Relapse of the Disease.Journal of clinical medicine · 2022Article
- Therapeutic decisions under uncertainty for spinal muscular atrophy: The DECISIONS-SMA study protocol.PloS one · 2022Article
- Decision making under uncertainty in the diagnosis and management of Alzheimer's Disease in primary care: A study protocol applying concepts from neuroeconomics.Frontiers in medicine · 2022Article
- Persistent Cardiometabolic Health Gaps: Can Therapeutic Care Gaps Be Precisely Identified from Electronic Health Records.Healthcare (Basel, Switzerland) · 2021Article
- High-Efficacy Disease-Modifying Therapies in People with Relapsing-Remitting Multiple Sclerosis: The Role of Risk Attitude in Treatment Decisions.The patient · 2021Article
- Clinical inertia is the enemy of therapeutic success in the management of diabetes and its complications: a narrative literature review.Diabetology & metabolic syndrome · 2020Review
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 at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe management of multiple sclerosis (MS) is rapidly changing by the introduction of new and more effective disease-modifying agents. The importance of risk stratification was confirmed by results on disease progression predicted by different risk score systems. Despite these advances, we know very little about medical decisions under uncertainty in the management of MS. The goal of this study is to i) identify whether overconfidence, tolerance to risk/uncertainty, herding influence medical decisions, and ii) to evaluate the frequency of therapeutic inertia (defined as lack of treatment initiation or intensification in patients not at goals of care) and its predisposing factors in the management of MS. METHODS/
designThis is a prospective study comprising a combination of case-vignettes and surveys and experiments from Neuroeconomics/behavioral economics to identify cognitive distortions associated with medical decisions and therapeutic inertia. Participants include MS fellows and MS experts from across Spain. Each participant will receive an individual link using Qualtrics platform(©) that includes 20 case-vignettes, 3 surveys, and 4 behavioral experiments. The total time for completing the study is approximately 30-35 min. Case vignettes were selected to be representative of common clinical encounters in MS practice. Surveys and experiments include standardized test to measure overconfidence, aversion to risk and ambiguity, herding (following colleague's suggestions even when not supported by the evidence), physicians' reactions to uncertainty, and questions from the Socio-Economic Panel Study (SOEP) related to risk preferences in different domains. By applying three different MS score criteria (modified Rio, EMA, Prosperini's scheme) we take into account physicians' differences in escalating therapy when evaluating medical decisions across case-vignettes.
conclusionsThe present study applies an innovative approach by combining tools to assess medical decisions with experiments from Neuroeconomics that applies to common scenarios in MS care. Our results will help advance the field by providing a better understanding on the influence of cognitive factors (e.g., overconfidence, aversion to risk and uncertainty, herding) on medical decisions and therapeutic inertia in the management of MS which could lead to better outcomes.
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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.