Evidence map›Paper›PMID 40108024›Full record

ArticleJournal of general internal medicine2025

Effects of the Nudge Theory-Based Multifaceted Intervention on Reducing Inappropriate Proton Pump Inhibitors Use for Prophylaxis in Hospitalized Patients: A Non-Randomized Controlled Study.

Chun-Xing Li, Shuo Liang, Yin-Shi Xu, Si-Meng Gu, Chun-Xia Man, Xin-Ying Mao, Jia-Yi Li, Yu-Qiao Wang, Li-Chaoyue Sun, Yue Qiao and 7 more

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

17 authors.

Chun-Xing LiDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Shuo LiangDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Yin-Shi XuOut-patient Department, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, China.
Si-Meng GuDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Chun-Xia ManOut-patient Department, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, China.
Xin-Ying MaoDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Jia-Yi LiDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Yu-Qiao WangDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Li-Chaoyue SunDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Yue QiaoDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Gui-Bin YangDepartment of Gastroenterology, Aerospace Center Hospital, Peking University Aerospace School of Clinical Medicine, Beijing, China.
Qing XieDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Ling-Yan GaoDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Ju-Qi ZhangDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Yue WangDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China.
Hua LiuDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China. zflhzflh@sina.com.
Zhao RenDepartment of Pharmacy, Aerospace Center Hospital, School of Clinical Medicine Peking University Aerospace, Beijing, China. renzhao721@163.com.

Funding

Capital's Funds for Health Improvement and Research 2024-3-6081zflhzflh@sina.com YN202211
6 · The paper itself

Abstract

backgroundInappropriate use of proton pump inhibitors (PPIs) for prophylaxis among hospitalized patients continues to be a significant issue. Previous interventions have often been ineffective and lack evaluation of their longer-term impacts.

aimThis study aims to assess the clinical and economic effects of a nudge theory-based multifaceted intervention on reducing inappropriate PPI prophylaxis in hospitalized patients.

methodsThis non-randomized controlled study was carried out in a teaching hospital's wards from January 2021 to June 2023, with a 12-month pre-intervention period, a 12-month intervention period (including the first and second stages of intervention), and a post-intervention period with 6-month follow-up. The intervention, based on nudge theory, was implemented among 114 doctors across 10 wards, sequentially involved peer comparison, information provision, and face-to-face feedback. The outcomes were assessed by randomly selecting cases of adult patients who received at least one PPI treatment during hospitalization, and the statistical analysis included univariate analysis, and multivariate and subgroup analyses.

resultsThe study included 1782 patients, with a median age of 61 years. During and after intervention, the rate of appropriate PPI use significantly increased by 2.83- to 5.47-fold, rising from 23.82% (147/617) to 46.96% (139/296) after the first stage, to 63.13% (202/320) after the second stage, and remained at 53.01% (291/549) later on. The rate of PPI injections decreased from 92.54 to 74.13-84.12%, the median defined daily doses from 16 to 7-12, and PPI-related expenditures from 484.80 to 156.00-262.99 CNY per-patient. The cost associated with inappropriate PPI use dropped from 161.60 to 0-45.58 CNY per-patient. Subgroup analyses supported these findings.

conclusionA nudge theory-based multifaceted intervention led to increased appropriate PPI use, decreased PPI injections, and cost savings, with benefits lasting at least 6 months post-intervention.

Indexed as

HospitalizationInappropriate PrescribingProton Pump InhibitorsAdultAgedFemaleHumansMaleMiddle AgedNon-Randomized Controlled Trials as TopicProton Pump Inhibitorsinappropriatenesslonger-lasting effectsmultifaceted interventionnudge theoryprophylaxisproton pump inhibitors

Identifiers

PMID40108024
PMCPMC12119425

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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.