antibiotics stewardship

infections (community, hospital)

electronic health records

quality assurance: prescripton and use


Moehring 2021, EHR identify AB use among hospitalized patients

Reenggli 2021: assess EHR conversion into AB stewardship indicators

Cairns 2021: integrate AB stewardship with EHR in australia

Jenkins 2022: AB stewardship using electornic prescribing systems, review of intervention and outcome measures

Kuijpers 2024, excessive length of AB duration for HAI, support AB stewardship high relevance

EHR doctor experience, system design

Ostrer 2023, real time benefit tools must be designed to serve both clinicians and patients. mentions burden

Kawamoto 2019 Association of EHR add-on app for neonatal bilirubin management, physician efficiency and care quality. Good system and add-on can save clinician time and improve patient care.

Tsai 2020, EHR implementation, barriers to adoption and use high relevance

Overhage 2020, time spent using EHR


Tajirian 2020, influence of EHR on physician burnout high relevance

Khairat 2020, EHR use with physician fatigue and efficiency

Kroth 2019, factors of EHR design and use for physician stress and burnout high relevance

Melnick 2020, EHR usability, task load and burnout high relevance

Hilliard 2020, factors associated with burnout

More on this topic


Gascon 2013 the process of designing a EHR lab request module

Torres 2017, effect of EHR design on documentation and compliance high relevance

EHR data quality, use for prediction model development


bell 2020

Li 2024, comparison of error reporting systems. 82% undetected, 90% had no corresponding incident report, some errors not reported at all

Westbrook 2020, changes in medication administration error rates, associated with EHR

Gildon 2019, impact of EHR on prescribing errors in pediatric clinics. introduction is relevant for pointing out the need for well designed system

Ginzburg 2018, use clinical decision support within EHR to reduce incorrect prescribing for acute sinusitis. shows prompt for physicians to fill in reason for why AB is required high relevance


Gianfrancesco 2018, potential biases in ML algorithms using EHR data. Existing EHR disparities should not be amplified by thoughtless or excess reliance on machines.

Agniel 2018, biases in EHR due to process within the healthcare system. healthcare processes must be addressed in the analysis of observational health data, context is important. high relevance

Bower, biases in EHR based surveillance of cardiovascular disease risk

Harding2024, addressing common sources of bias in type 2 diabetes following covid, using EHR

Bica 2020, current and future methods to address underlying challenges from EHR to treatment effects mid relevance to manuscript, but important to myself

Desai 2020, prediction using admin EHR, hear failure

AB stewardship (not so relevant)

Renggli 2021: consumption of anti-meticillin resistant staphylococcus aureus antibiotics in Swiss hospitals is associateed with antibiotic stewardship measures

Vaughn 2021: AB overuse and stewardship at hospital discharge

Graber 2019: electronic tools to decrease AB use