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Abstract
E-learning uses information and communication technologies to facilitate access to online teaching resources and encourage collaborative environments among students. However, the abrupt transition to e-learning is a challenge in clinical health courses, like nutrition sciences courses, which rely on hands-on training. Several studies indicate that e-learning can be more effective than traditional teaching methods. However, studies and validated tools for evaluating satisfaction and intention to use e-learning are scarce. The main objective of this study is to translate and validate a questionnaire designed to assess the factors that affect the satisfaction and continued intention of higher education students, with a special focus on Nutrition Sciences students, in the e-learning context. An online questionnaire was created and applied between February 2021 and October 2023, distributed during classes. The questionnaire included questions about sociodemographic characteristics and assessed expectations, attitudes, intentions, and the use of distance learning, using a 5-point Likert scale. The analysis showed that the questionnaire is reliable, with a high Cronbach’s alpha coefficient (α = 0.970) and valid, with good adequacy in exploratory factor analysis (KMO = 0.931). Furthermore, analysis of the scree plot suggested a one-factor solution, where a single factor explained 63.9% of the total variance. This confirms the effectiveness of the questionnaire to assess students’ satisfaction and continued intention to use e-learning.
Original language | English |
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Title of host publication | Good practices and new perspectives in information systems and technologies |
Subtitle of host publication | WorldCIST 2024 |
Editors | Álvaro Rocha, Hojjat Adeli, Gintautas Dzemyda, Fernando Moreira, Aneta Poniszewska-Maranda |
Publisher | Springer Science and Business Media Deutschland GmbH |
Pages | 71-79 |
Number of pages | 9 |
Volume | 4 |
Edition | 1 |
ISBN (Electronic) | 9783031602245 |
ISBN (Print) | 9783031602238 |
DOIs | |
Publication status | Published - 13 May 2024 |
Event | 12th World Conference on Information Systems and Technologies, WorldCIST 2024 - Lodz, Poland Duration: 26 Mar 2024 → 28 Mar 2024 |
Publication series
Name | Lecture Notes in Networks and Systems |
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Volume | 988 LNNS |
ISSN (Print) | 2367-3370 |
ISSN (Electronic) | 2367-3389 |
Conference
Conference | 12th World Conference on Information Systems and Technologies, WorldCIST 2024 |
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Country/Territory | Poland |
City | Lodz |
Period | 26/03/24 → 28/03/24 |
Keywords
- E-learning
- Higher education
- Psychometric properties
- Scale
- Students
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Dive into the research topics of 'Psychometric properties of a scale designed to assess satisfaction and continued intention to utilize e-learning among nutrition sciences students'. Together they form a unique fingerprint.Projects
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SMARTI: SMARTI: Support for Innovative Methodology, Approaches and Tools for Teaching through the Medium of English
Cardoso, E. (CoPI), Hogg, T. (CoPI), Castro, P. M. L. (CoPI) & Sousa, D. (Técnico Superior)
15/01/21 → 14/01/25
Project: Research
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