Evidence map›Paper›PMID 40929260›Full record

ArticleScience advances2025

Investigating the know-do gap in antibiotics prescribing: Experimental evidence from India.

Zachary Wagner, Manoj Mohanan, Arnab Mukherji, Rushil Zutshi, Sumeet Patil, Jagadish Krishnappa, Somalee Banerjee, Neeraj Sood

Abstract read
In one paragraph

Article in Science advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Zachary WagnerCenter for Economic and Social Research, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0003-2922-3315
Manoj MohananSanford School of Public Policy, Duke University, Durham, NC, USA.ORCID 0000-0001-7028-6479
Arnab MukherjiIndian Institute of Management Bangalore, Bengaluru, India.ORCID 0000-0003-1208-6852
Rushil ZutshiNational Bureau of Economic Research, Cambridge, MA, USA.ORCID 0000-0002-4670-8958
Sumeet PatilNEERMAN, New Delhi, India.ORCID 0000-0002-0226-3977
Jagadish KrishnappaNEERMAN, New Delhi, India.
Somalee BanerjeeKaiser Permanente, Oakland, CA, USA.ORCID 0000-0003-2014-475X
Neeraj SoodSol Price School of Public Policy, University of Southern California, Los Angeles, CA, USA.ORCID 0000-0001-9805-213X

Funding

Science CoreP2CHD065563 · NICHD · DUKE UNIVERSITY · PI Giovanna M Merli · 2015 to 2026
$5.7M
What Drives Poor Care for Child Diarrhea?: A Standardized Patient ExperimentR01DK126049 · NIDDK · RAND CORPORATION · PI WAGNER, ZACHARY · 2020 to 2023
$1.9M
NICHD NIH HHS P2C HD065563NIDDK NIH HHS R01 DK126049
6 · The paper itself

Abstract

Antimicrobial resistance is largely driven by overuse of antibiotics, which is particularly common in low- and middle-income countries. We combine provider knowledge assessments and over 2000 anonymous standardized patient visits to providers in India to examine why they overprescribe antibiotics for pediatric diarrhea and figure out how to reduce overprescribing. Seventy percent of providers prescribed antibiotics without indication of bacterial infection. Knowledge gaps explain little: 62% of providers who knew antibiotics were inappropriate still prescribed them. Closing this "know-do gap" would reduce prescribing by 30 percentage points, versus only 6 points if all providers had perfect knowledge. Using randomized experiments, we revealed that the know-do gap stems from providers' beliefs that patients want antibiotics, not from profit motives or lack of alternative treatments. Yet, a discrete choice experiment suggests patients do not prefer providers who give antibiotics. Our findings indicate that addressing provider misperceptions about patient preferences may be more effective than standard information-based interventions in reducing antibiotic overuse.

Indexed as

Anti-Bacterial AgentsDrug PrescriptionsHealth Knowledge, Attitudes, PracticePractice Patterns, Physicians'ChildDiarrheaFemaleHumansInappropriate PrescribingIndiaMaleAnti-Bacterial Agents

Identifiers

PMID40929260
PMCPMC12422172

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.