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Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective
BACKGROUND: Demanding careers like medicine requires a lot of motivation and the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992) is an instrument to measure motivation. This study evaluated the validity and reliability of AMS among medical students in the Middle East. MATERIALS...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641732/ https://www.ncbi.nlm.nih.gov/pubmed/34912900 http://dx.doi.org/10.4103/jehp.jehp_1553_20 |
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author | Al Ansari, Ahmed Mohammed Kumar, Archana Prabu AlSaleh, Aseel Fuad Fahad Arekat, Mona Rushdi Khalil Deifalla, Abdelhalim |
author_facet | Al Ansari, Ahmed Mohammed Kumar, Archana Prabu AlSaleh, Aseel Fuad Fahad Arekat, Mona Rushdi Khalil Deifalla, Abdelhalim |
author_sort | Al Ansari, Ahmed Mohammed |
collection | PubMed |
description | BACKGROUND: Demanding careers like medicine requires a lot of motivation and the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992) is an instrument to measure motivation. This study evaluated the validity and reliability of AMS among medical students in the Middle East. MATERIALS AND METHODS: This was a methodological research utilizing a convenient sampling technique. AMS scale comprising 28 items subdivided into seven subscales was administered to 900 students (281 students returned the filled AMS). Data were analyzed using the descriptive statistics, one-way ANOVA, and t-tests. Exploratory factor analysis and Cronbach's alpha were used to evaluate the validity and reliability of the scale, respectively. RESULTS: There was a statistically significant difference between both genders in overall scores (P = 0.015*), two subscales, namely “Identified Regulation” (P =0.017*) and “Stimulating Experience” (P = 0.015*), with females showing higher value. Second-year students (n = 91) had significantly higher score (10.9 ± 4.1) for “Amotivation” (P =.001*) and first-year students (n = 48) had significantly higher score (16.2 ± 3.0) for “Achievement” subscale (P =.014*). P < 0.05 was considered statistically significant with 95% confidence interval. No statistically significant difference was observed between the groups based on nationality or age. Bartlett's test of sphericity was significant (Chi-square: 2988.010; df = 278; P < 0.001). Kaiser–Meyer–Olkin was 0.890. Principal component analysis with varimax rotation extracted seven factors corresponding to the original items of AMS questionnaire. All subscales correlated positively except “amotivation.” Structural equation modeling revealed the relation between observed and unobserved variables. DISCUSSION: This study demonstrated that AMS is valid and reliable for application among Middle East medical students, without needing any modification. AMS has widespread application in medical education as it impacts learning outcomes. CONCLUSION: This study demonstrated that AMS is valid and reliable for application among the Middle East students without needing any modification. |
format | Online Article Text |
id | pubmed-8641732 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-86417322021-12-14 Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective Al Ansari, Ahmed Mohammed Kumar, Archana Prabu AlSaleh, Aseel Fuad Fahad Arekat, Mona Rushdi Khalil Deifalla, Abdelhalim J Educ Health Promot Original Article BACKGROUND: Demanding careers like medicine requires a lot of motivation and the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992) is an instrument to measure motivation. This study evaluated the validity and reliability of AMS among medical students in the Middle East. MATERIALS AND METHODS: This was a methodological research utilizing a convenient sampling technique. AMS scale comprising 28 items subdivided into seven subscales was administered to 900 students (281 students returned the filled AMS). Data were analyzed using the descriptive statistics, one-way ANOVA, and t-tests. Exploratory factor analysis and Cronbach's alpha were used to evaluate the validity and reliability of the scale, respectively. RESULTS: There was a statistically significant difference between both genders in overall scores (P = 0.015*), two subscales, namely “Identified Regulation” (P =0.017*) and “Stimulating Experience” (P = 0.015*), with females showing higher value. Second-year students (n = 91) had significantly higher score (10.9 ± 4.1) for “Amotivation” (P =.001*) and first-year students (n = 48) had significantly higher score (16.2 ± 3.0) for “Achievement” subscale (P =.014*). P < 0.05 was considered statistically significant with 95% confidence interval. No statistically significant difference was observed between the groups based on nationality or age. Bartlett's test of sphericity was significant (Chi-square: 2988.010; df = 278; P < 0.001). Kaiser–Meyer–Olkin was 0.890. Principal component analysis with varimax rotation extracted seven factors corresponding to the original items of AMS questionnaire. All subscales correlated positively except “amotivation.” Structural equation modeling revealed the relation between observed and unobserved variables. DISCUSSION: This study demonstrated that AMS is valid and reliable for application among Middle East medical students, without needing any modification. AMS has widespread application in medical education as it impacts learning outcomes. CONCLUSION: This study demonstrated that AMS is valid and reliable for application among the Middle East students without needing any modification. Wolters Kluwer - Medknow 2021-10-29 /pmc/articles/PMC8641732/ /pubmed/34912900 http://dx.doi.org/10.4103/jehp.jehp_1553_20 Text en Copyright: © 2021 Journal of Education and Health Promotion https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Al Ansari, Ahmed Mohammed Kumar, Archana Prabu AlSaleh, Aseel Fuad Fahad Arekat, Mona Rushdi Khalil Deifalla, Abdelhalim Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title | Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title_full | Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title_fullStr | Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title_full_unstemmed | Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title_short | Validation of academic motivation scale among medical students using factor analysis and structural equation modeling: Middle Eastern perspective |
title_sort | validation of academic motivation scale among medical students using factor analysis and structural equation modeling: middle eastern perspective |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8641732/ https://www.ncbi.nlm.nih.gov/pubmed/34912900 http://dx.doi.org/10.4103/jehp.jehp_1553_20 |
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