ReviewAntimicrobial stewardship & healthcare epidemiology : ASHE2026
Evolution of technology and disparities in antimicrobial stewardship: a narrative review.
Review 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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The number of resources devoted to antimicrobial stewardship programs (ASPs) has grown over the past thirty years as multidrug-resistant organism rates have increased. Technology plays a pivotal role in ASP expansion and allows for further reach, higher-yield initiatives, and improved patient safety and efficacy. This review highlights major technological innovations that have shaped ASPs over time and addresses the future of incorporating artificial intelligence into everyday ASP workflow. We discuss the current state of ASP technology in low- and middle-income countries with a focus on challenges and suggested solutions to incorporating artificial intelligence internationally. Bridging the global digital and technological divide through investments in resources (human capacity, infrastructure, and supporting environment) is vital to sustain progress against antimicrobial resistance.
Identifiers
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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.