Evidence map›Paper›PMID 42534098›Full record

ArticleAntimicrobial stewardship & healthcare epidemiology : ASHE2026

Development, implementation, and usability evaluation of an mHealth-based clinical decision-support system for strengthening antimicrobial stewardship among physicians in Pakistan: a mixed-methods study.

Nosheen Nasir, Saadia Sattar, Asma Riaz, Abdul Muqeet, Noreen Zia, Hina Awat, Zara Nadeem, Saadbin Zafar, Beenish Khalid, Warda Imran Muallim and 6 more

Abstract read
In one paragraph

Article in Antimicrobial stewardship & healthcare epidemiology : ASHE, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

16 authors.

Nosheen NasirDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-1610-8748
Saadia SattarDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-2841-9837
Asma RiazDepartment of Community Health Sciences, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0009-0004-3700-3843
Abdul MuqeetDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.ORCID https://orcid.org/0000-0001-6380-0302
Noreen ZiaDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-9727-2998
Hina AwatDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0009-0008-7900-6283
Zara NadeemDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0009-0000-3781-5762
Saadbin ZafarDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-6840-0401
Beenish KhalidDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0009-0001-5160-0415
Warda Imran MuallimDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.ORCID https://orcid.org/0009-0001-9421-4549
Salik Sadruddin MeraniDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.
Fariha AhmedDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.
Warda GhiasDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.
Hassan FarooquiDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.
Saleem SayaniDigital Health Resource Centre, Aga Khan Development Network, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-3470-9475
Ayeesha Kamran KamalDepartment of Medicine, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-0778-1957

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Antibiotic resistance is a major global health threat, driven by inappropriate antimicrobial prescribing. Mobile health (mHealth)-based clinical decision-support systems (CDSS) may strengthen antibiotic stewardship, but evidence from resource-limited settings remains limited. This study reports the development and implementation of ComBact, an mHealth-based CDSS for seven infectious disease syndromes, examines physicians' perceptions of its clinical utility, and evaluates system-level usability metrics at a private tertiary-care hospital in Pakistan. Methods: A convergent parallel mixed-methods design was used. Semi-structured focus group discussions (FGDs) were conducted with internal medicine physicians who had access to ComBact for one year. Transcripts were analyzed using Braun and Clarke's thematic framework. Quantitative analysis included system-generated data on user registration, uptake, and detailed usage metrics. Findings from both components were integrated using a joint display. Results: 61 clinicians registered for ComBact, all accessing the dashboard at least once. The app recorded 134 sessions, with a mean of 1.23 pathway revisits per session and a mean workflow duration of 1 minute 25 seconds; 32.7% of users completed a ComBact plan. Mobile phones accounted for 57.4% of access and desktops for 42.6%. Two FGDs were conducted with fifteen physicians (median age 31 years (IQR: 27-34 yr). Five themes emerged: (1) clinical applicability, (2) user experience, (3) need of the app, (4) content limitations, and (5) recommendations. Conclusions: ComBact was perceived as a user-friendly tool with meaningful potential to support antimicrobial stewardship in LMICs, though significant content and functional enhancements are needed.

Identifiers

PMID42534098
PMCPMC13419412

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LicenceCC BY-NC-ND
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Registered trials

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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.