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Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT)
BACKGROUND: The objective of this study is to reveal on the basis of the item response theory (IRT) the validity and reliability evidence for the data obtained from the scale prepared to determine the satisfaction with distance education in students studying in medical schools. METHODS: This is a qu...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831879/ https://www.ncbi.nlm.nih.gov/pubmed/35148765 http://dx.doi.org/10.1186/s12909-022-03153-9 |
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author | Toraman, Çetin Karadağ, Engin Polat, Murat |
author_facet | Toraman, Çetin Karadağ, Engin Polat, Murat |
author_sort | Toraman, Çetin |
collection | PubMed |
description | BACKGROUND: The objective of this study is to reveal on the basis of the item response theory (IRT) the validity and reliability evidence for the data obtained from the scale prepared to determine the satisfaction with distance education in students studying in medical schools. METHODS: This is a quantitative study exploring IRT and measurement invariance evidence in developing a scale. The scale whose IRT evidence was explored was the Distance Education Satisfaction Scale (DESS). The data were obtained from 1332 medical school students who were studying at various universities. The data were analysed using the confirmatory factor analysis (CFA), multidimensional and unidimensional IRT, and measurement invariance. RESULTS: A 20-item construct with 3 sub-factors was found for DESS. This construct was unable to pass the iteration limit in the multidimensional IRT analysis. A unidimensional IRT was used assuming that the 3 sub-factors were locally independent. CONCLUSIONS: The least informative items were item 23, 24 and 25 in Factor 1, item 3 in Factor 2, and items 13 and 18 in Factor 3. The most informative items of DESS were those that had adaptive, useful expressions that had meaningful content and were able to provide educator support, which are the properties emphasized in the literature with respect to satisfaction with distance education. A measurement invariance test made based on gender revealed that DESS satisfied measurement invariance by meeting the compliance indexes required for configural, metric, scalar and strict invariance as recommended in the literature. The results showed that it is possible to make comparisons on the basis of gender using DESS. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12909-022-03153-9. |
format | Online Article Text |
id | pubmed-8831879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88318792022-02-15 Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) Toraman, Çetin Karadağ, Engin Polat, Murat BMC Med Educ Research BACKGROUND: The objective of this study is to reveal on the basis of the item response theory (IRT) the validity and reliability evidence for the data obtained from the scale prepared to determine the satisfaction with distance education in students studying in medical schools. METHODS: This is a quantitative study exploring IRT and measurement invariance evidence in developing a scale. The scale whose IRT evidence was explored was the Distance Education Satisfaction Scale (DESS). The data were obtained from 1332 medical school students who were studying at various universities. The data were analysed using the confirmatory factor analysis (CFA), multidimensional and unidimensional IRT, and measurement invariance. RESULTS: A 20-item construct with 3 sub-factors was found for DESS. This construct was unable to pass the iteration limit in the multidimensional IRT analysis. A unidimensional IRT was used assuming that the 3 sub-factors were locally independent. CONCLUSIONS: The least informative items were item 23, 24 and 25 in Factor 1, item 3 in Factor 2, and items 13 and 18 in Factor 3. The most informative items of DESS were those that had adaptive, useful expressions that had meaningful content and were able to provide educator support, which are the properties emphasized in the literature with respect to satisfaction with distance education. A measurement invariance test made based on gender revealed that DESS satisfied measurement invariance by meeting the compliance indexes required for configural, metric, scalar and strict invariance as recommended in the literature. The results showed that it is possible to make comparisons on the basis of gender using DESS. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12909-022-03153-9. BioMed Central 2022-02-11 /pmc/articles/PMC8831879/ /pubmed/35148765 http://dx.doi.org/10.1186/s12909-022-03153-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Toraman, Çetin Karadağ, Engin Polat, Murat Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title | Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title_full | Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title_fullStr | Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title_full_unstemmed | Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title_short | Validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (IRT) |
title_sort | validity and reliability evidence for the scale of distance education satisfaction of medical students based on item response theory (irt) |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8831879/ https://www.ncbi.nlm.nih.gov/pubmed/35148765 http://dx.doi.org/10.1186/s12909-022-03153-9 |
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