Trial reportJAMA2016
Effect of Behavioral Interventions on Inappropriate Antibiotic Prescribing Among Primary Care Practices: A Randomized Clinical Trial.
Trial report in JAMA, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 12 registered trials, which are not on this map. Cited by 416 papers, 13 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.
Use of Behavioral Economics to Improve Treatment of Acute Respiratory Infections (Main Study)
Pragmatic Trial of an Electronic Health Record/Behavioral Economics Intervention to Reduce Pre-Operative Testing for Cataract Surgery
Antibiotic Prescription for Children With Acute Upper Respiratory Tract Infections in Assiut District: An Exploratory Study.
Evaluation of Informal Opinions of the Infectious Disease Specialist Referent for the Good Use of AnTiBiotics in General Medicine
Evaluating Hospital Educator-led Academic Detailing on Improving Antibiotic Prescribing in Primary Healthcare: a Feasibility Study
Improving Safe Antibiotic Prescribing in Telehealth: Evaluation of a Randomized Trial
Non-Inferiority of Peer Comparison Interventions vs. Control Condition in BEARI Trial
Implementing a Discharge Stewardship Bundle to Improve Antibiotic Use at Transition From Hospital to Home
Impact of medAL-mentor, a Real-time Mentoring and Benchmarking Tool, on Antibiotic Prescription Among Children in Primary Health Care Facilities in Tanzania
Using Electronically Derived AutoMated RePOrts of Appropriate Antibiotic Use to Inform SteWardship IntERventions
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.
Effects of Manually Recorded or Automatically Transmitted Home Blood Pressures With or Without Automated Patient Feedback on Hypertension Care
Who cites it
416 citing papers in PubMed, 13 syntheses or guidelines pooled it.
- Implementation, adoption and impact of clinical decision support system for antibiotic prescribing in primary care: a systematic review.The Journal of antimicrobial chemotherapy · 2026Pooled it
- Digital patient safety interventions in primary care: a systematic review and meta-analysis.BMC medicine · 2026Pooled it
- Organizational Interventions to Address Primary Care Provider Burnout: A Systematic Review.Medical care research and review : MCRR · 2026Pooled it
- Audit and feedback: effects on professional practice.The Cochrane database of systematic reviews · 2025Pooled it
- Audit and Feedback Interventions for Antibiotic Prescribing in Primary Care: A Systematic Review and Meta-analysis.Clinical infectious diseases : an official publication of the Infectious Diseases Society of America · 2025Pooled it
- Electronic Health Record Nudges and Health Care Quality and Outcomes in Primary Care: A Systematic Review.JAMA network open · 2024Pooled it
- Factors contributing to the variation in antibiotic prescribing among primary health care physicians: a systematic review.BMC primary care · 2024Pooled it
- One Health and Global Health View of Antimicrobial Susceptibility through the "Eye" of Aeromonas: Systematic Review and Meta-Analysis.International journal of antimicrobial agents · 2023Pooled it
- Indication documentation and indication-based prescribing within electronic prescribing systems: a systematic review and narrative synthesis.BMJ quality & safety · 2023Pooled it
- Nudge interventions to reduce unnecessary antibiotic prescribing in primary care: a systematic review.BMJ open · 2023Pooled it
- Effectiveness of decision support tools on reducing antibiotic use for respiratory tract infections: a systematic review and meta-analysis.Frontiers in pharmacology · 2023Pooled it
- Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- A theory-based meta-regression of factors influencing clinical decision support adoption and implementation.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Nudging implementation of low tidal volume ventilation: a stepped wedge, cluster randomized trial.Implementation science : IS · 2026Trial
- Pelargonium sidoides extract (EPs® 7630) versus usual care for acute bronchitis in Swiss primary care (PHYTOBRONCH): a pragmatic, open-label, randomised controlled trial.NPJ primary care respiratory medicine · 2026Trial
- Trial
- App-Based Training Module on Guiding Physicians' Prescription for Antibiotic Treatment of Gonorrhea: Cluster Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- Nudges to Clinicians and Patients for Influenza Vaccines During Visits: The BE IMMUNE Randomized Clinical Trial.JAMA internal medicine · 2026Trial
- Effects of a comprehensive antibiotic stewardship program on antibiotic prescribing for acute respiratory infections in rural facilities: a cluster randomized trial.Nature medicine · 2026Trial
- Multiple Suggested Care Alternatives and Decision-Making of Primary Care Physicians: A Randomized Clinical Trial.JAMA network open · 2025Trial
356 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
importanceInterventions based on behavioral science might reduce inappropriate antibiotic prescribing.
objectiveTo assess effects of behavioral interventions and rates of inappropriate (not guideline-concordant) antibiotic prescribing during ambulatory visits for acute respiratory tract infections. DESIGN, SETTING, AND
participantsCluster randomized clinical trial conducted among 47 primary care practices in Boston and Los Angeles. Participants were 248 enrolled clinicians randomized to receive 0, 1, 2, or 3 interventions for 18 months. All clinicians received education on antibiotic prescribing guidelines on enrollment. Interventions began between November 1, 2011, and October 1, 2012. Follow-up for the latest-starting sites ended on April 1, 2014. Adult patients with comorbidities and concomitant infections were excluded.
interventionsThree behavioral interventions, implemented alone or in combination: suggested alternatives presented electronic order sets suggesting nonantibiotic treatments; accountable justification prompted clinicians to enter free-text justifications for prescribing antibiotics into patients' electronic health records; peer comparison sent emails to clinicians that compared their antibiotic prescribing rates with those of "top performers" (those with the lowest inappropriate prescribing rates). MAIN OUTCOMES AND MEASURES: Antibiotic prescribing rates for visits with antibiotic-inappropriate diagnoses (nonspecific upper respiratory tract infections, acute bronchitis, and influenza) from 18 months preintervention to 18 months afterward, adjusting each intervention's effects for co-occurring interventions and preintervention trends, with random effects for practices and clinicians.
resultsThere were 14,753 visits (mean patient age, 47 years; 69% women) for antibiotic-inappropriate acute respiratory tract infections during the baseline period and 16,959 visits (mean patient age, 48 years; 67% women) during the intervention period. Mean antibiotic prescribing rates decreased from 24.1% at intervention start to 13.1% at intervention month 18 (absolute difference, -11.0%) for control practices; from 22.1% to 6.1% (absolute difference, -16.0%) for suggested alternatives (difference in differences, -5.0% [95% CI, -7.8% to 0.1%]; P = .66 for differences in trajectories); from 23.2% to 5.2% (absolute difference, -18.1%) for accountable justification (difference in differences, -7.0% [95% CI, -9.1% to -2.9%]; P < .001); and from 19.9% to 3.7% (absolute difference, -16.3%) for peer comparison (difference in differences, -5.2% [95% CI, -6.9% to -1.6%]; P < .001). There were no statistically significant interactions (neither synergy nor interference) between interventions. CONCLUSIONS AND RELEVANCE: Among primary care practices, the use of accountable justification and peer comparison as behavioral interventions resulted in lower rates of inappropriate antibiotic prescribing for acute respiratory tract infections.
trial registrationclinicaltrials.gov Identifier: NCT01454947.
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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.