Evidence map›Paper›PMID 42659762›Full record

Trial reportPLoS medicine2026

Adherence to smartphone-delivered antimicrobial prescribing guidelines in hospitals in Lao PDR: A stepped-wedge cluster randomized controlled trial.

Vilada Chansamouth, Danoy Chommanam, Sue J Lee, Susath Vongphachanh, Manivanh Vongsouvath, Sommay Keomany, Viladeth Paphasiri, Chanthala Phamisith, Siho Sengsavang, Phouvieng Douangdala and 11 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in PLoS medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04914793 (Evaluating the Impact of a Lao Language Mobile Phone Antimicrobial Use Guideline Application on Antimicrobial Prescribing in Laos), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT04914793 nacompletednot on this map

Evaluating the Impact of a Lao Language Mobile Phone Antimicrobial Use Guideline Application on Antimicrobial Prescribing in Laos

TypeinterventionalSponsorLao-Oxford-Mahosot Hospital Wellcome Trust Research UnitRan2021 to 2022Enrolled6ConditionsInfectious DiseaseArmsAntimicrobial prescribing guideline mobile phone application (MicroGuide)
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

21 authors.

Vilada ChansamouthLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.ORCID https://orcid.org/0000-0003-3049-784X
Danoy ChommanamLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.
Sue J LeeCentre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0002-8409-4248
Susath VongphachanhMahosot Hospital, Vientiane, Lao PDR.
Manivanh VongsouvathLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.
Sommay KeomanySalavan Provincial Hospital, Salavan, Salavan Province, Lao PDR.
Viladeth PaphasiriXiengkhuang Provincial Hospital, Phonsavan, Xiengkhuang Province, Lao PDR.
Chanthala PhamisithSavannakhet Provincial Hospital, Kayson Phomvihane, Savannakhet Province, Lao PDR.
Siho SengsavangVientiane Provincial Hospital, Viengkham, Vientiane Province, Lao PDR.
Phouvieng DouangdalaLuang Namtha Provincial Hospital, Luang Namtha, Luang Namtha Province, Lao PDR.
Khamsay DetleuxayDepartment of Healthcare and Rehabilitation, Ministry of Health, Vientiane, Lao PDR.
Sommana RattanaDepartment of Healthcare and Rehabilitation, Ministry of Health, Vientiane, Lao PDR.
Bandith SoumphonphakdyChildren's Hospital, Vientiane, Lao PDR.ORCID https://orcid.org/0009-0000-0776-081X
Valy KeoluangkhotMahosot Hospital, Vientiane, Lao PDR.
Mavuto MukakaCentre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0002-5036-6583
Nicholas P J DayCentre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.
H Rogier van DoornCentre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0002-9807-1821
Paul TurnerCentre for Tropical Medicine & Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0002-1013-7815
Mayfong MayxayLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.
Paul N NewtonLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.ORCID https://orcid.org/0000-0002-4608-6431
Elizabeth A AshleyLao-Oxford-Mahosot Hospital-Wellcome Trust Research Unit (LOMWRU), Mahosot Hospital, Vientiane, Lao PDR.ORCID https://orcid.org/0000-0002-7620-4822

Funding

Wellcome Trust
6 · The paper itself

Abstract

backgroundPrescribing guidelines are a cornerstone of antimicrobial stewardship programs. Smartphone applications can increase access in low-and middle-income countries (LMICs). Following the release of the Lao national antimicrobial prescribing guidelines in 2021, this trial compared adherence to these guidelines delivered by a smartphone application versus the paper-based version among hospitalized patients and outpatients in six hospitals in Laos. METHODS AND

findingsAn open cohort stepped-wedge cluster randomized controlled 3-step trial was conducted from 2021-2022. The intervention was a smartphone application-based prescribing guideline and antimicrobial stewardship (AMS) training. The reference was a paper-based version of the same guidelines. Adherence was defined as prescriptions using the correct antimicrobial(s) and correct dose based on the provided prescribing guidelines. The primary outcome was assessed via repeated point prevalence surveys (PPS) at ~4-month intervals. Data were analyzed using a mixed-effects regression model, accounting for time and clustering. Among 3,561 hospitalized patient prescriptions, overall guideline adherence was 17.0% (95% confidence interval or CI [15.0,19]) in the reference group, and 25.6% (95% CI [23.1,28.3]) in the intervention group. After accounting for time and cluster effects and adjusting for confounders (sequence of intervention, age, gender, prescribing indication, and hospital department), adherence did not differ by guideline delivery mode (adjusted odds ratio (aOR)=1.26 (95% CI [0.8,1.9]; p = 0.276). Similar findings were observed in outpatient settings (aOR = 0.91 (95% CI [0.7,1.1]; p = 0.406)). Outpatient adherence varied by time of intervention introduction, with the first group of hospitals exposed to the intervention showing higher odds of adherence (32.1% [302/940]; 95% CI [29.1,35.2]) compared with the last group (19.1% [241/1,261]; 95% CI [16.9,21.4]) with aOR = 1.95 (95% CI [1.4,2.7]; p < 0.001). Prescribing in this study was assessed using patients' medical records; as prescriptions could not be reliably linked to individual prescribers, changes in individual prescribing behavior could not be evaluated.

conclusionThis study demonstrated that smartphone technology can deliver antimicrobial prescribing guidelines in an LMIC like Laos. However, the trial did not demonstrate the pre-specified improvement in guidelines adherence with the smartphone app and AMS training compared with paper-based guidelines. While treatment guidelines underpin antimicrobial stewardship efforts, adherence depends on multiple factors beyond guideline availability. The trial was registered at clinicaltrials.gov (NCT04914793).

Indexed as

Anti-Bacterial AgentsAnti-Infective AgentsAntimicrobial StewardshipDrug PrescriptionsGuideline AdherenceMobile ApplicationsPractice Patterns, Physicians'AdolescentAdultAgedFemaleHospitalsHumansLaosMaleMiddle AgedAnti-Bacterial AgentsAnti-Infective Agents

Identifiers

PMID42659762
PMCPMC13521649

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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.