Evidence map›Paper›PMID 27031859›Full record

ArticlePloS one2016

Cognitive Load and Self-Determination Theories Applied to E-Learning: Impact on Students' Participation and Academic Performance.

Tiago de Araujo Guerra Grangeia, Bruno de Jorge, Daniel Franci, Thiago Martins Santos, Maria Silvia Vellutini Setubal, Marcelo Schweller, Marco Antonio de Carvalho-Filho

Abstract read
In one paragraph

Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–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

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Review
  4. Article
  5. Review
  6. Article
  7. Article
  8. Article
  9. Expertise and Engagement: Re-Designing Citizen Science Games With Players' Minds in Mind.FDG : proceedings of the International Conference on Foundations of Digital Games. International Conference on the Foundations of Digital Games · 2019
    Article
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  14. Web-Based Evaluation System to Measure Learning Effectiveness in Kampo Medicine.Evidence-based complementary and alternative medicine : eCAM · 2016
    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.

Tiago de Araujo Guerra GrangeiaDepartment of Internal Medicine, Division of Emergency Medicine, Faculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Bruno de JorgeFaculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Daniel FranciDepartment of Internal Medicine, Division of Emergency Medicine, Faculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Thiago Martins SantosDepartment of Internal Medicine, Division of Emergency Medicine, Faculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Maria Silvia Vellutini SetubalFaculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Marcelo SchwellerDepartment of Internal Medicine, Division of Emergency Medicine, Faculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.
Marco Antonio de Carvalho-FilhoDepartment of Internal Medicine, Division of Emergency Medicine, Faculty of Medical Sciences at State University of Campinas (Unicamp), São Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmergency clerkships expose students to a stressful environment that require multiple tasks, which may have a direct impact on cognitive load and motivation for learning. To address this challenge, Cognitive Load Theory and Self Determination Theory provided the conceptual frameworks to the development of a Moodle-based online Emergency Medicine course, inspired by real clinical cases.

methodsThree consecutive classes (2013-2015) of sixth-year medical students (n = 304) participated in the course, during a curricular and essentially practical emergency rotation. "Virtual Rounds" provided weekly virtual patients in narrative format and meaningful schemata to chief complaints, in order to simulate real rounds at Emergency Unit. Additional activities such as Extreme Decisions, Emergency Quiz and Electrocardiographic challenge offered different views of emergency care. Authors assessed student´s participation and its correlation with their academic performance. A survey evaluated students´ opinions. Students graduating in 2015 answered an online questionnaire to investigate cognitive load and motivation.

resultsEach student produced 1965 pageviews and spent 72 hours logged on. Although Clinical Emergency rotation has two months long, students accessed the online course during an average of 5.3 months. Virtual Rounds was the most accessed activity, and there was positive correlations between the number of hours logged on the platform and final grades on Emergency Medicine. Over 90% of students felt an improvement in their clinical reasoning and considered themselves better prepared for rendering Emergency care. Considering a Likert scale from 1 (minimum load) to 7 (maximum load), the scores for total cognitive load were 4.79±2.2 for Virtual Rounds and 5.56±1.96 for real medical rounds(p<0,01).

conclusionsA real-world inspired online course, based on cognitive and motivational conceptual frameworks, seems to be a strong tool to engage students in learning. It may support them to manage the cognitive challenges involved in clinical care and increase their motivation for learning.

Indexed as

Emergency Medical ServicesAdultCognitionEducation, Medical, UndergraduateElectrocardiographyFemaleHumansInternetMaleSelf ConceptStudents, MedicalSurveys and Questionnaires

Identifiers

PMID27031859
PMCPMC4816554

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.