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Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum
BACKGROUND: Although recent studies report on the benefits of blended learning in improving medical student education, there is still no empirical evidence on the relative effectiveness of blended over traditional learning approaches in medical statistics. We implemented blended along with on-site (...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747556/ https://www.ncbi.nlm.nih.gov/pubmed/26859832 http://dx.doi.org/10.1371/journal.pone.0148882 |
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author | Milic, Natasa M. Trajkovic, Goran Z. Bukumiric, Zoran M. Cirkovic, Andja Nikolic, Ivan M. Milin, Jelena S. Milic, Nikola V. Savic, Marko D. Corac, Aleksandar M. Marinkovic, Jelena M. Stanisavljevic, Dejana M. |
author_facet | Milic, Natasa M. Trajkovic, Goran Z. Bukumiric, Zoran M. Cirkovic, Andja Nikolic, Ivan M. Milin, Jelena S. Milic, Nikola V. Savic, Marko D. Corac, Aleksandar M. Marinkovic, Jelena M. Stanisavljevic, Dejana M. |
author_sort | Milic, Natasa M. |
collection | PubMed |
description | BACKGROUND: Although recent studies report on the benefits of blended learning in improving medical student education, there is still no empirical evidence on the relative effectiveness of blended over traditional learning approaches in medical statistics. We implemented blended along with on-site (i.e. face-to-face) learning to further assess the potential value of web-based learning in medical statistics. METHODS: This was a prospective study conducted with third year medical undergraduate students attending the Faculty of Medicine, University of Belgrade, who passed (440 of 545) the final exam of the obligatory introductory statistics course during 2013–14. Student statistics achievements were stratified based on the two methods of education delivery: blended learning and on-site learning. Blended learning included a combination of face-to-face and distance learning methodologies integrated into a single course. RESULTS: Mean exam scores for the blended learning student group were higher than for the on-site student group for both final statistics score (89.36±6.60 vs. 86.06±8.48; p = 0.001) and knowledge test score (7.88±1.30 vs. 7.51±1.36; p = 0.023) with a medium effect size. There were no differences in sex or study duration between the groups. Current grade point average (GPA) was higher in the blended group. In a multivariable regression model, current GPA and knowledge test scores were associated with the final statistics score after adjusting for study duration and learning modality (p<0.001). CONCLUSION: This study provides empirical evidence to support educator decisions to implement different learning environments for teaching medical statistics to undergraduate medical students. Blended and on-site training formats led to similar knowledge acquisition; however, students with higher GPA preferred the technology assisted learning format. Implementation of blended learning approaches can be considered an attractive, cost-effective, and efficient alternative to traditional classroom training in medical statistics. |
format | Online Article Text |
id | pubmed-4747556 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-47475562016-02-22 Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum Milic, Natasa M. Trajkovic, Goran Z. Bukumiric, Zoran M. Cirkovic, Andja Nikolic, Ivan M. Milin, Jelena S. Milic, Nikola V. Savic, Marko D. Corac, Aleksandar M. Marinkovic, Jelena M. Stanisavljevic, Dejana M. PLoS One Research Article BACKGROUND: Although recent studies report on the benefits of blended learning in improving medical student education, there is still no empirical evidence on the relative effectiveness of blended over traditional learning approaches in medical statistics. We implemented blended along with on-site (i.e. face-to-face) learning to further assess the potential value of web-based learning in medical statistics. METHODS: This was a prospective study conducted with third year medical undergraduate students attending the Faculty of Medicine, University of Belgrade, who passed (440 of 545) the final exam of the obligatory introductory statistics course during 2013–14. Student statistics achievements were stratified based on the two methods of education delivery: blended learning and on-site learning. Blended learning included a combination of face-to-face and distance learning methodologies integrated into a single course. RESULTS: Mean exam scores for the blended learning student group were higher than for the on-site student group for both final statistics score (89.36±6.60 vs. 86.06±8.48; p = 0.001) and knowledge test score (7.88±1.30 vs. 7.51±1.36; p = 0.023) with a medium effect size. There were no differences in sex or study duration between the groups. Current grade point average (GPA) was higher in the blended group. In a multivariable regression model, current GPA and knowledge test scores were associated with the final statistics score after adjusting for study duration and learning modality (p<0.001). CONCLUSION: This study provides empirical evidence to support educator decisions to implement different learning environments for teaching medical statistics to undergraduate medical students. Blended and on-site training formats led to similar knowledge acquisition; however, students with higher GPA preferred the technology assisted learning format. Implementation of blended learning approaches can be considered an attractive, cost-effective, and efficient alternative to traditional classroom training in medical statistics. Public Library of Science 2016-02-09 /pmc/articles/PMC4747556/ /pubmed/26859832 http://dx.doi.org/10.1371/journal.pone.0148882 Text en © 2016 Milic et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Milic, Natasa M. Trajkovic, Goran Z. Bukumiric, Zoran M. Cirkovic, Andja Nikolic, Ivan M. Milin, Jelena S. Milic, Nikola V. Savic, Marko D. Corac, Aleksandar M. Marinkovic, Jelena M. Stanisavljevic, Dejana M. Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title | Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title_full | Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title_fullStr | Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title_full_unstemmed | Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title_short | Improving Education in Medical Statistics: Implementing a Blended Learning Model in the Existing Curriculum |
title_sort | improving education in medical statistics: implementing a blended learning model in the existing curriculum |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4747556/ https://www.ncbi.nlm.nih.gov/pubmed/26859832 http://dx.doi.org/10.1371/journal.pone.0148882 |
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