Acceptance of the use of e-learning systems during the COVID -19 pandemic: A case study of the librarians of Tehran Province Public Libraries

Document Type : Original Article

Authors

1 Associate Prof., Department of knowledge and Information Science, Islamic Azad University, Science and Research Branch, Tehran, Iran

2 PhD student of Knowledge Information Science, Iran Public Libraries Foundation, Iran

10.61186/publij.29.3.396
Abstract
Purpose: The aim of the current research is to investigate the factors influencing the acceptance of the use of
e-learning systems by the librarians of Tehran Province libraries during the COVID-19 pandemic. Therefore, the
effects of computer self-efficacy, diversity of skills, organizational support, teacher’s characteristics, and quality
of course content on the technology acceptance model (TAM) variables, including the subjective perception of the
utility, and subjective perception of convenience, attitude toward use technology and the intention to use e-learning
systems were examined.
Method: The present study is applied in terms of purpose and descriptive-correlational in terms of data collection and analysis. The statistical population included librarians of public libraries in Tehran province. The statistical
sample size was 217 based on Cochran’s formula. The main data collection tool was a questionnaire which was
validated by six experts. The data were analyzed using partial least squares structural equation modeling (PLSSEM) by SmartPLS software.
Findings: The findings indicated that the mental perception of usefulness and mental perception of ease of use
affect the intention and desire of employees to use e-learning systems. Furthermore, the external variables studied
in the research, namely computer self-efficacy, diversity of skills, organizational support, teacher’s characteristics,
and course quality have a positive and significant effect on the acceptance of e-learning systems in the organization.
The highest total effect is related to the variable of skill and quality of course content and the lowest total effect
is related to the variable of organizational support and behavioral intention.
Originality/value: E-learning plays an important role in education and development in the organizational
environment, and e-learning systems have become a popular tool to facilitate teaching-learning processes that
provide flexible learning-oriented education. Since the development and deployment of technologies is not enough
to enjoy their benefits, and in order to achieve the potential benefits of a technology, its acceptance by users should
be considered, the findings of this research can provide practical implications for organizational managers, trainers
and developers of educational systems.

Keywords


۱. آیت، مسرت؛ سلیمانی، مریم؛ و قندهاری، محمدتقی (۱۴۰۲). نقش اعتماد به رهبری، اشتراک دانش و کیفیت سیستم‌‌های اطلاعاتی بر نوآوری و انگیزۀ کارکنان کتابخانه‌های عمومی. تحقیقات اطلاع‌رسانی و کتابخانه‌های عمومی، ۲۹(۱)، ۱۲۸-۱۴۶.
۲. یگانه‌فر، مرضیه؛ ابراهیمی، رحمان؛ و آبیاری، آتوسا (۱۴۰۲). تجارب کتابداران کتابخانه‌های عمومی در ایام کرونا: مطالعۀ موردی کتابخانۀ مرکزی پارک شهر تهران. تحقیقات اطلاع‌رسانی و کتابخانه‌های عمومی. https://publij.ir/article-۱-۲۵۰۴-fa.html
3. Abdullah, F., & Ward, R. (2016). Developing a general extended technology acceptance model for e-learning by analysing commonly used external factors. Computers in human behavior, 56(1), 238-256.‏ [DOI:10.1016/j.chb.2015.11.036]
4. Aliyu, S. Y., & Dutse, A. Y. (2019). Effect of perceived ease of use and perceived usefulness on adoption of automation system in academic libraries. Nigerian Academy of Management Journal, 14(1), 22-33.
5. Al-Mamary, Y. H., Shamsuddin, A., & Nor Aziati, A. H. (2014). Key factors enhancing acceptance of management information systems in Yemeni companies. Journal of Business and Management Research, 5(1), 108-111. [DOI:10.26524/jms.2014.16]
6. Arkorful, V., & Abaidoo, N. (2015). The role of e-learning, advantages and disadvantages of its adoption in higher education. International Journal of Instructional Technology and Distance Learning, 12(1), 29-42.
7. Ayat, M., Soleimani, M., & Ghandehari, M. T. (2023). The role of trust in leadership, knowledge sharing and quality of information systems on innovation and motivation of public library staff. Research on Information Science and Public Libraries, 29(1), 128-146. (in Persian)
8. Burton-Jones, A., & Hubona, G. S. (2006). The mediation of external variables in the technology acceptance model. Information & management, 43(6), 706-717. [DOI:10.1016/j.im.2006.03.007]
9. Bellaaj, M., Zekri, I., & Albugami, M. (2015). The continued use of e-learning system: An empirical investigation using UTAUT model at the University of Tabuk. Journal of Theoretical and Applied Information Technology, 72(3), 85-89.
10. Chang, C. T., Hajiyev, J., & Su, C. R. (2017). Examining the students' behavioral intention to use e-learning in Azerbaijan? The general extended technology acceptance model for e-learning approach. Computers & Education, 111, 128-143. [DOI:10.1016/j.compedu.2017.04.010]
11. Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS quarterly, 13(3), 319-340. [DOI:10.2307/249008]
12. European Commission (2001) The eLearning Action Plan: Designing tomorrow's education. http://www.elearningeuropa.info
13. Fagan, M. H., Neill, S., & Wooldridge, B. R. (2004). An empirical investigation into the relationship between computer self-efficacy, anxiety, experience, support and usage. Journal of Computer Information Systems, 44(2), 95-104.‏
14. Kerres, M. (2020). Against all odds: Education in Germany coping with COVID-19. Postdigital Science and Education, 2(3), 690-694.‏ [DOI:10.1007/s42438-020-00130-7] []
15. Mbengo, P. (2014). E-learning adoption by lecturers in selected Zimbabwe State Universities: An application of technology acceptance model. Journal of Business Administration and Education, 6(1), 15-33.
16. Medhi, I., Ratan, A., & Toyama, K. (2009). Mobile-banking adoption and usage by low-literate, low-income users in the developing world. In Internationalization, Design and Global Development: Third International Conference, IDGD 2009, Held as Part of HCI International 2009, San Diego, CA, USA, July 19-24, 2009. Proceedings 3 (pp. 485-494). Springer Berlin Heidelberg. [DOI:10.1007/978-3-642-02767-3_54]
17. Sun, P. C., Tsai, R. J., Finger, G., Chen, Y. Y., & Yeh, D. (2008). What drives a successful e-Learning? An empirical investigation of the critical factors influencing learner satisfaction. Computers & education, 50(4), 1183-1202. [DOI:10.1016/j.compedu.2006.11.007]
18. Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS quarterly, 425-478 [DOI:10.2307/30036540]
19. Wang, H. C., & Hsu, C. W. (2006). Teaching-Material Design Center: An ontology-based system for customizing reusable e-materials. Computers & Education, 46(4), 458-470. [DOI:10.1016/j.compedu.2005.09.005]