Evidence map›Paper›PMID 27142695›Full record

ArticleBMC medical education2016

An evaluation of UK foundation trainee doctors' learning behaviours in a technology-enhanced learning environment.

Hannah L Brooks, Sarah K Pontefract, James Hodson, Nicholas Blackwell, Elizabeth Hughes, John F Marriott, Jamie J Coleman

Abstract read
In one paragraph

Article in BMC medical education, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Coping with COVID: Preparing prescribers during the pandemic.British journal of clinical pharmacology · 2022
    Article
  2. Article
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

7 authors.

Hannah L BrooksCollege of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK.
Sarah K PontefractCollege of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK.
James HodsonUniversity Hospitals Birmingham NHS Foundation Trust, Edgbaston, Birmingham, B15 2TH, UK.
Nicholas BlackwellOCB Media Ltd, The Crescent, 27 King Street, Leicester, LE1 6RX, UK.
Elizabeth HughesHealth Education England's West Midlands team, St Chads Court, 213 Hagley Road, Edgbaston, Birmingham, B16 9RG, UK.
John F MarriottCollege of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK.
Jamie J ColemanCollege of Medical and Dental Sciences, University of Birmingham, Birmingham, B15 2TT, UK. j.j.coleman@bham.ac.uk.

Funding

Department of Health DRF-2013-06-003
6 · The paper itself

Abstract

backgroundTechnology-Enhanced Learning (TEL) can be used to educate Foundation Programme trainee (F1 and F2) doctors. Despite the advantages of TEL, learning behaviours may be exhibited that are not desired by system developers or educators. The aim of this evaluation was to investigate how learner behaviours (e.g. time spent on task) were affected by temporal (e.g. time of year), module (e.g. word count), and individual (e.g. knowledge) factors for 16 mandatory TEL modules related to prescribing and therapeutics.

methodsData were extracted from the SCRIPT e-Learning platform for first year Foundation trainee (F1) doctors in the Health Education England's West Midland region from 1(st) August 2013 to 5(th) August 2014. Generalised Estimating Equation models were used to examine the relationship between time taken to complete modules, date modules were completed, pre- and post-test scores, and module factors.

resultsOver the time period examined, 688 F1 doctors interacted with the 16 compulsory modules 10,255 times. The geometric mean time taken to complete a module was 28.9 min (95% Confidence Interval: 28.4-29.5) and 1,075 (10.5%) modules were completed in less than 10 min. In February and June (prior to F1 progression reviews) peaks occurred in the number of modules completed and troughs in the time taken. Most modules were completed, and the greatest amount of time was spent on the learning on a Sunday. More time was taken by those doctors with greater pre-test scores and those with larger improvements in test scores.

conclusionsFoundation trainees are exhibiting unintended learning behaviours in this TEL environment, which may be attributed to several factors. These findings can help guide future developments of this TEL programme and the integration of other TEL programmes into curricula by raising awareness of potential behavioural issues that may arise.

Indexed as

Education, Medical, ContinuingLearningProgrammed Instructions as TopicClinical CompetenceFoundationsHumansMedical Staff, HospitalStudents, MedicalTime FactorsUnited KingdomDoctorseLearningFoundation traineesLearning behavioursPrescribingTechnology enhanced learning

Identifiers

PMID27142695
PMCPMC4855751

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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.