Evidence map›Paper›PMID 26864410›Full record

Trial reportJAMA2016

Effect of Behavioral Interventions on Inappropriate Antibiotic Prescribing Among Primary Care Practices: A Randomized Clinical Trial.

Daniella Meeker, Jeffrey A Linder, Craig R Fox, Mark W Friedberg, Stephen D Persell, Noah J Goldstein, Tara K Knight, Joel W Hay, Jason N Doctor

12 registry-linked trialsAbstract readMulticenter StudyRandomized Controlled Trial
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
416citing papers in PubMed, 13 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

NCT01454947 nacompletednot on this map

Use of Behavioral Economics to Improve Treatment of Acute Respiratory Infections (Main Study)

TypeinterventionalSponsorUniversity of Southern CaliforniaRan2011 to 2014Enrolled248ConditionsAcute Respiratory Infections (ARIs)ArmsClinical Decision Support (CDS): Accountable Justifications, Audit and Feedback: Peer Comparison, CDS Order Sets: Suggested Alternatives
NCT04104256 nacompletednot on this mapstarted 2021, after this paper: background citation

Pragmatic Trial of an Electronic Health Record/Behavioral Economics Intervention to Reduce Pre-Operative Testing for Cataract Surgery

TypeinterventionalSponsorUniversity of California, Los AngelesRan2021 to 2023Enrolled1,045ConditionsPre-Operative Testing for Cataract SurgeryArmsNudge #1: Alert highlighting the safety/potential harms to patients of undergoing pre-op tests, Nudge #2: Alert highlighting the financial harms to the patient experiencing pre-op tests, Nudge #3: Alert highlighting potential psychological harms to the patient of experiencing pre-op tests, Usual Care
NCT04127682 completednot on this mapstarted 2021, after this paper: background citation

Antibiotic Prescription for Children With Acute Upper Respiratory Tract Infections in Assiut District: An Exploratory Study.

TypeobservationalSponsorAssiut UniversityRan2021 to 2022Enrolled186ConditionsAntibiotic Side EffectArmsAntibiotic KAP questionnaire
NCT04603313 completednot on this mapstarted 2019, after this paper: background citation

Evaluation of Informal Opinions of the Infectious Disease Specialist Referent for the Good Use of AnTiBiotics in General Medicine

TypeobservationalSponsorUniversity Hospital, GrenobleRan2019 to 2022Enrolled4,138ConditionsCommunicable DiseasesArmstele-advice system
NCT05090475 nacompletednot on this mapstarted 2020, after this paper: background citation

Evaluating Hospital Educator-led Academic Detailing on Improving Antibiotic Prescribing in Primary Healthcare: a Feasibility Study

TypeinterventionalSponsorGeneral Hospital KoprivnicaRan2020 to 2022Enrolled16ConditionsUpper Respiratory Tract Infections, Acute Respiratory Tract Infection, Viral InfectionArmsAcademic detailing intervention
NCT05138874 nacompletednot on this mapstarted 2022, after this paper: background citation

Improving Safe Antibiotic Prescribing in Telehealth: Evaluation of a Randomized Trial

TypeinterventionalSponsorUniversity of Southern CaliforniaRan2022 to 2023Enrolled6,581ConditionsAcute Respiratory Infection, TelehealthArmsTrending Feedback, Benchmark Peer Comparison Feedback, Private Commitment, Public Commitment
NCT05575115 completednot on this map

Non-Inferiority of Peer Comparison Interventions vs. Control Condition in BEARI Trial

TypeobservationalSponsorUniversity of Southern CaliforniaRan2011 to 2014Enrolled201ConditionsRespiratory Tract InfectionsArmsPeer Comparison
NCT05826873 naactive not recruitingnot on this mapstarted 2020, after this paper: background citation

Implementing a Discharge Stewardship Bundle to Improve Antibiotic Use at Transition From Hospital to Home

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2020 to 2026Enrolled1,131ConditionsPneumonia, Bacterial, Pneumonia Childhood, Urinary Tract Infections, Soft Tissue InfectionsArmsDischarge antibiotic stewardship intervention
NCT05901155 nacompletednot on this mapstarted 2023, after this paper: background citation

Impact of medAL-mentor, a Real-time Mentoring and Benchmarking Tool, on Antibiotic Prescription Among Children in Primary Health Care Facilities in Tanzania

TypeinterventionalSponsorCenter for Primary Care and Public Health (Unisante), University of Lausanne, SwitzerlandRan2023 to 2023Enrolled37,000ConditionsPrimary Health Care for ChildrenArmsMedAL-mentor
NCT06027593 nacompletednot on this mapstarted 2022, after this paper: background citation

Using Electronically Derived AutoMated RePOrts of Appropriate Antibiotic Use to Inform SteWardship IntERventions

TypeinterventionalSponsorChildren's Hospital of PhiladelphiaRan2022 to 2024Enrolled26,139ConditionsCommunity-acquired Pneumonia, Acute Otitis Media, PharyngitisArmsQuasi experimental intervention
NCT06558409 narecruitingnot on this mapstarted 2024, after this paper: background citation

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.

TypeinterventionalSponsorJeff BridgeRan2024 to 2027Enrolled80ConditionsSuicide PreventionArms" Safer Still " Interactive Intervention, Enhanced Usual Care (EUC):
NCT07397260 naenrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Effects of Manually Recorded or Automatically Transmitted Home Blood Pressures With or Without Automated Patient Feedback on Hypertension Care

TypeinterventionalSponsorNorthwestern UniversityRan2026 to 2028Enrolled1,304ConditionsHypertension (HTN)ArmsSelf report of home measured blood pressure via patient EHR portal, Automated feedback about home blood pressure results, Automated Transmission of Remotely Measured Blood Pressure
3 · Its place in the literature

Who cites it

416 citing papers in PubMed, 13 syntheses or guidelines pooled it.

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  4. Audit and feedback: effects on professional practice.The Cochrane database of systematic reviews · 2025
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  5. 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 · 2025
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356 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Daniella MeekerSchaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles2RAND Corporation, Santa Monica, California.
Jeffrey A LinderDivision of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts4Harvard Medical School, Boston, Massachusetts.
Craig R FoxAnderson School of Management, University of California, Los Angeles6Department of Psychology, David Geffen School of Medicine at UCLA, Los Angeles.
Mark W FriedbergDivision of General Internal Medicine and Primary Care, Brigham and Women's Hospital, Boston, Massachusetts4Harvard Medical School, Boston, Massachusetts7RAND Corporation, Boston, Massachusetts.
Stephen D PersellNorthwestern University, Chicago, Illinois.
Noah J GoldsteinAnderson School of Management, University of California, Los Angeles6Department of Psychology, David Geffen School of Medicine at UCLA, Los Angeles.
Tara K KnightSchaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles.
Joel W HaySchaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles.
Jason N DoctorSchaeffer Center for Health Policy and Economics, University of Southern California, Los Angeles.

Funding

Use of Behavioral Economics to Improve Treatment of Acute Respiratory InfectionsRC4AG039115 · NIA · UNIVERSITY OF SOUTHERN CALIFORNIA · PI DOCTOR, JASON N. · 2010 to 2010
$11.5M
SCANNER: Scalable National Network for Effectiveness ResearchR01HS019913 · AHRQ · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI OHNO-MACHADO, LUCILA · 2010 to 2010
$8.3M
AHRQ HHS R01 HS019913AHRQ HHS R01 HS19913-01NIA NIH HHS RC4 AG039115
6 · The paper itself

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.

Indexed as

Behavior TherapyElectronic Health RecordsPractice Patterns, Physicians'Acute DiseaseAdultAgedAnti-Bacterial AgentsDrug UtilizationElectronic MailFemaleHumansInappropriate PrescribingMaleMiddle AgedPrimary Health CareRespiratory Tract InfectionsAnti-Bacterial Agents

Identifiers

PMID26864410
PMCPMC6689234

What OpenQuestion holds

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Read underepoch 390

Registered trials

and 6 more above

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.