SynthesisJournal of medical Internet research2019
Health Professions Digital Education on Antibiotic Management: Systematic Review and Meta-Analysis by the Digital Health Education Collaboration.
Synthesis in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07347015 (Impact Evaluation of a Prescription Search Support), which is not on this map. Cited by 18 papers, 2 of them syntheses that pooled 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.
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.
Impact Evaluation of a Prescription Search Support (PSS) for Antimicrobials Using a Stepped-Wedge Cluster Randomized Design in Belgian Primary Care
Who cites it
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Antimicrobial stewardship interventions in hospitalized adults with community-acquired pneumonia: a systematic review and meta-analysis.European journal of clinical microbiology & infectious diseases : official publication of the European Society of Clinical Microbiology · 2025Pooled it
- Spaced Digital Education for Health Professionals: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Article
- Development and assessment of an online communication skills course to optimise antibiotic prescribing for children in primary care.BMC primary care · 2025Article
- Article
- Provision of Digital Primary Health Care Services: Overview of Reviews.Journal of medical Internet research · 2024Review
- A randomized controlled trial investigating experiential virtual reality communication on prudent antibiotic use.NPJ digital medicine · 2024Article
- Article
- Clinical Impact of Rapid Bacterial Microbiological Identification with the MALDI-TOF MS.Antibiotics (Basel, Switzerland) · 2023Article
- Effectiveness of Educational Interventions for Health Workers on Antibiotic Prescribing in Outpatient Settings in China: A Systematic Review and Meta-Analysis.Antibiotics (Basel, Switzerland) · 2022Review
- Digital Education for Health Professionals: An Evidence Map, Conceptual Framework, and Research Agenda.Journal of medical Internet research · 2022Review
- Impact of a virtual learning environment on the conscious prescription of antibiotics among Colombian dentists.PloS one · 2022Article
- Development of an intervention to support the implementation of evidence-based strategies for optimising antibiotic prescribing in general practice.Implementation science communications · 2021Article
- Sociodemographic Characteristics and Interests of FeverApp Users.International journal of environmental research and public health · 2021Article
- Impact of a Serious Game on the Intention to Change Infection Prevention and Control Practices in Nursing Homes During the COVID-19 Pandemic: Protocol for a Web-Based Randomized Controlled Trial.JMIR research protocols · 2020Article
- Applying Digital Information Delivery to Convert Habits of Antibiotic Use in Primary Care in Germany: Mixed-Methods Study.Journal of medical Internet research · 2020Article
- Health workers' education and training to prevent antimicrobial resistance.Bulletin of the World Health Organization · 2019Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
backgroundInappropriate antibiotic prescription is one of the key contributors to antibiotic resistance, which is managed with a range of interventions including education.
objectiveWe aimed to summarize evidence on the effectiveness of digital education of antibiotic management compared to traditional education for improving health care professionals' knowledge, skills, attitudes, and clinical practice.
methodsSeven electronic databases and two trial registries were searched for randomized controlled trials (RCTs) and cluster RCTs published between January 1, 1990, and September 20, 2018. There were no language restrictions. We also searched the International Clinical Trials Registry Platform Search Portal and metaRegister of Controlled Trials to identify unpublished trials and checked the reference lists of included studies and relevant systematic reviews for study eligibility. We followed Cochrane methods to select studies, extract data, and appraise and synthesize eligible studies. We used random-effect models for the pooled analysis and assessed statistical heterogeneity by visual inspection of a forest plot and calculation of the I
resultsSix cluster RCTs and two RCTs with 655 primary care practices, 1392 primary care physicians, and 485,632 patients were included. The interventions included personal digital assistants; short text messages; online digital education including emails and websites; and online blended education, which used a combination of online digital education and traditional education materials. The control groups received traditional education. Six studies assessed postintervention change in clinical practice. The majority of the studies (4/6) reported greater reduction in antibiotic prescription or dispensing rate with digital education than with traditional education. Two studies showed significant differences in postintervention knowledge scores in favor of mobile education over traditional education (standardized mean difference=1.09, 95% CI 0.90-1.28; I
conclusionsFindings from studies deploying mobile or online modalities of digital education on antibiotic management were complementary and found to be more cost-effective than traditional education in improving clinical practice and postintervention knowledge, particularly in postregistration settings. There is a lack of evidence on the effectiveness of other digital education modalities such as virtual reality or serious games. Future studies should also include health care professionals working in settings other than primary care and low- and middle-income countries. CLINICAL TRIAL: PROSPERO CRD42018109742; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=109742.
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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.