SynthesisPloS one2020
The effectiveness of behavioral economics-informed interventions on physician behavioral change: A systematic literature review.
Synthesis in PloS one, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06558409 (Safer Still), which is not on this map. Cited by 44 papers, 4 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.
Safer Still (EP3)- An Interactive Intervention Adjunct to Traditional Care for Adolescents Who Are Discharged From Psychiatric Hospitals and Living in Households Where Firearms Are Stored Unsafely.
Who cites it
44 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Pooled it
- Advancing cybersecurity and privacy with artificial intelligence: current trends and future research directions.Frontiers in big data · 2024Pooled it
- Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Pooled it
- When should electronic medical records reminders for cancer screening stop?-Results from a national physician survey.Journal of the American Geriatrics Society · 2023Trial
- Effect of Different Interventions to Help Primary Care Clinicians Avoid Unsafe Opioid Prescribing in Opioid-Naive Patients With Acute Noncancer Pain: A Cluster Randomized Clinical Trial.JAMA health forum · 2022Trial
- The Role of Behavioral Friction for Patients and Clinicians in a Text-Based Home Blood Pressure Monitoring Program: A Realist Evaluation.Research square · 2026Article
- Provider comments reveal barriers to EHR nudge effectiveness: process evaluation of a null deprescribing trial.Implementation science communications · 2026Article
- Article
- Why are some children under 24 months still undernourished in urban and peri-urban Vientiane? A mixed-methods study.PloS one · 2026Article
- Review
- When Nudges Don't Budge: A Mixed Methods Study of Why EHR-Based Deprescribing Nudges Failed to Change Provider Behavior.Research square · 2025Article
- Behavioral Nudges to Enhance Fidelity in Telehealth Sessions (BENEFITS): Protocol for Developing and Pilot Testing a Telehealth Tool to Improve Cognitive Behavioral Therapy Implementation.JMIR research protocols · 2025Article
- Enhancing implementation of information and communication technologies for post-discharge care among hospitalized older adult patients: development of a multifaceted implementation intervention package using the behavior change wheel and implementation research logic model.Implementation science communications · 2025Article
- Self-Reported Medical Errors and Primary Care Physicians' Performance and Confidence in Delivering Care: A Multilevel Empirical Study in China.Healthcare (Basel, Switzerland) · 2025Article
- Behavioural analysis of factors influencing prescribing for neurodegenerative diseases: A rapid review.PloS one · 2025Review
- Neurostimulation device infection control in China and the United States: a comparative analysis using the MCS framework.Frontiers in neurology · 2025Review
- The Feasibility of AgileNudge+ Software to Facilitate Positive Behavioral Change: Mixed Methods Design.JMIR formative research · 2024Article
- Barriers to Adoption of a Child-Abuse Clinical Decision Support System in Emergency Departments.The western journal of emergency medicine · 2024Article
- Article
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
objectiveInterventions informed by behavioral economics have the potential to change behaviors governed by underlying cognitive biases. This has been explored extensively for various use in healthcare including changing patient behavior and, more recently, physician behavior. We aimed to systematically review the literature on the use and effectiveness of behavioral economics-informed interventions in changing physician behavior.
methodWe searched Medline, Cochrane Library, EBM Reviews, PsychINFO, EconLit, Business Source Complete and Web of Science for peer-reviewed studies published in English that examined the effectiveness of behavioral economics-informed interventions on physician behavioral change. We included studies of physicians in all care settings and specialties and all types of objectively measured behavioral outcomes. The reporting quality of included studies was appraised using the Effective Public Health Practice Project tool.
resultsWe screened 6,439 studies and included 17 studies that met our criteria, involving at least 9,834 physicians. The majority of studies were conducted in the United States, published between 2014 and 2018, and were in the patient safety and quality domain. Reporting quality of included studies included strong (n = 7), moderate (n = 6) and weak (n = 4). Changing default settings and providing social reference points were the most widely studied interventions, with these studies consistently demonstrating their effectiveness in changing physician behavior despite differences in implementation methods among studies. Prescribing behavior was most frequently targeted in included studies, with consistent effectiveness of studied interventions.
conclusionChanging default settings and providing social reference points were the most frequently studied and consistently effective interventions in changing physician behavior towards guideline-concordant practices. Additional theory-informed research is needed to better understand the mechanisms underlying the effectiveness of these interventions to guide implementation.
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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.