ArticleBMC medical education2019
Uses of quick response codes in healthcare education: a scoping review.
Article in BMC medical education, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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
26 citing papers in PubMed.
- A Randomized Controlled Trial of a Digital Patient Decision Tool to Increase Sexually Transmitted Infection Testing in the Emergency Department.Annals of emergency medicine · 2026Trial
- Pilot implementation study of a web-based men's health screening app in primary care during COVID-19: a mixed-methods approach.BMC health services research · 2024Trial
- Video Education Reduces Pain and Anxiety Levels in Cancer Patients Who First Use Fentanyl Transdermal Patch: A Randomized Controlled Trial.Drug design, development and therapy · 2020Trial
- Quick response-code linked video-based objective structured practical examination: Bridging gaps in pharmacology education.Indian journal of pharmacology · 2026Article
- QR Code-Enabled Self-Access Lifestyle Education in Older People Living With HIV: Pragmatic Pilot Quasi-Experimental Pretest-Posttest Implementation Study.Journal of medical Internet research · 2026Article
- Patient engagement and feasibility of a QR code-based digital information tool in the emergency department.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026Observational
- Bridging the Communication Gap: Comparing Digital Tools and Traditional Methods in Post-Extraction Care Delivery.Healthcare (Basel, Switzerland) · 2026Article
- Exploring confusion with antibiotic identification at the community level in six low-and-middle-income countries across Asia and Africa.BMC public health · 2026Article
- Sustainable Patient Education in Urology: Evaluating Quick Response (QR) Code-Based Information Delivery.Cureus · 2025Article
- Quick response codes for management of systemic diseases in dental clinics.BMC medical education · 2025Article
- Use of cognitive interviews to develop PrEP education for men in New York and Alabama.Patient education and counseling · 2025Article
- QR Codes in medical education: A mixed-method for evaluation of effectiveness and learner perception.Bioinformation · 2025Article
- Accurate Medical Vial Identification Through Mixed Reality: A HoloLens 2 Implementation.Electronics · 2024Article
- Technologies for Studying and Teaching Human Anatomy: Implications in Academic Education.Medical science educator · 2024Review
- Exploring Barriers Faced by Community Pharmacists in Serving Patients with Disabilities in Saudi Arabia: Recommendations for Enhancing Healthcare Provisions.Pharmacy (Basel, Switzerland) · 2024Article
- QR code technology in individual identification training provides an introduction in hands-on forensic DNA genotyping to medical students.BMC medical education · 2023Article
- Challenges and Approaches to High-Level Isolation Unit Staffing and Just-in-Time Training: A Meeting Report.Open forum infectious diseases · 2023Article
- Co-designing drug alerts for health and community workers for an emerging early warning system in Victoria, Australia.Harm reduction journal · 2023Article
- Using QR Codes as a Form of eHealth to Promote Health Among Women in a Pandemic: Cross-sectional Study.JMIR human factors · 2022Article
- Consumer perceptions of QR code technology for enhanced fluid milk shelf-life information provision in a retail setting.JDS communications · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundTo review published literature on the use of quick response (QR) codes within healthcare education. In addition, the authors aimed to gain information on user perceptions and the challenges faced when implementing QR codes in an educational context.
methodsMedline, EMBASE, CINAHL (Cumulative Index to Nursing and Allied Health Literature), HMIC (Healthcare Management Information Consortium) and HBE (Health Business Elite) were searched using specified search terms that included 'quick response code' and 'education'. Title and abstract review of 217 publications was performed. Papers which discussed the application of QR codes relevant to healthcare education were included. A total of 24 articles were reviewed and thematic analysis conducted to generate themes.
resultsUse of QR codes in healthcare education were broadly aligned to four common themes. These included: to increase participant engagement, for simulation training, for just-in-time (JIT) learning and to facilitate with administrative tasks in training. Perceptions towards the use of QR codes was generally positive. Challenges identified, included: problems with technical infrastructure, unavailability of smartphones and resistance to use in certain environments.
conclusionsThe use of QR codes for healthcare education is increasing, and whilst they offer some advantages there are also some important considerations including: provision of the necessary technological infrastructure, patient and staff safety and governance and adherence to guidelines on safe and appropriate use of this technology in sensitive settings.
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What OpenQuestion holds
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.