Using an Technology Readiness Model to Understand Perceived Usefulness of Learning in the Covid-19 Era

Authors

  • Rivan Gestiardi Sebelas Maret University
  • Sarwanto Sarwanto Universitas Sebelas Maret
  • Chumdari Chumdari Universitas Sebelas Maret
  • Ika Maryani Universitas Ahmad Dahlan

DOI:

https://doi.org/10.23887/ijee.v5i4.39188

Keywords:

Technology readiness, perceceived usefullnes, covid-19 era

Abstract

The use of new technology for educators makes it difficult for educators to update existing learning, knowledge skills, and various knowledge. However, the application of technology to the attitude of educators in adopting new technology is joined with the covid-19 pandemic, which requires educators to prepare technology. Technology readiness (TR) becomes a model in preparing technology that characterizes individuals using and adopting new technologies to achieve the desired goals. Perceived usefulness is an essential indicator of the attitude we take in the use of specific technologies. The purpose of this study was to analyze the TR of perceived usefulness in learning in the Covid-19 era. This research focuses on providing a general understanding and awareness of the importance of TR in everyday life. This type of research is quantitative, using univariate analysis and simple linear regression. This research design includes correlational research. The number of samples was 215 students were involved. The data collection tool uses an online questionnaire. The result is that school teacher education students in Yogyakarta have high TR abilities and positively affect perceived usefulness. This research implies that educators or stakeholders realize the importance of TR and technology services by encouraging positive attitudes towards technology to reduce reluctance to use technology.


Author Biographies

Rivan Gestiardi, Sebelas Maret University

Program pascasarjana, fakultas keguruan ilmu pendidikan, Universitas Sebelas Maret

Sarwanto Sarwanto, Universitas Sebelas Maret

Program pascasarjana, fakultas keguruan ilmu pendidikan, Universitas Sebelas Maret

Chumdari Chumdari, Universitas Sebelas Maret

Program pascasarjana, fakultas keguruan ilmu pendidikan, Universitas Sebelas Maret

Ika Maryani, Universitas Ahmad Dahlan

fakultas keguruan ilmu pendidikan, Universitas Ahmad Dahlan

References

Abbasi, S., Ayoob, T., Malik, A., & Memon, S. I. (2020). Perceptions of Students Regarding E-Learning during Covid-19 at a Private Medical College. Pak J Med Sci, 36. https://doi.org/10.12669%2Fpjms.36.COVID19-S4.2766.

Aini, Q., Rahardja, U., & Khoirunisa, A. (2020). Blockchain Technology into Gamification on Education. IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 14(2). https://doi.org/10.22146/ijccs.53221.

Akbari, O., & Sahibzada, J. (2020). Students’ Self-Confidence and Its Impacts on Their Learning Process. American International Journal of Social Science Research, 5(1), 1–15. https://doi.org/10.46281/aijssr.v5i1.462.

Al-Hariri, M. T., & Al-Hattami, A. A. (2017). Impact of students’ use of technology on their learning achievements in physiology courses at the University of Dammam. Journal of Taibah University Medical Sciences, 12(1), 82–85. https://doi.org/10.1016/J.JTUMED.2016.07.004.

Alam, G. M., & Asimiran, S. (2021). Online technology: Sustainable higher education or diploma disease for emerging society during emergency—comparison between pre and during COVID-19. Technological Forecasting and Social Change, 172. https://doi.org/10.1016/j.techfore.2021.121034.

Azhari, B., & Fajri, I. (2021). Distance learning during the COVID-19 pandemic: School closure in Indonesia. International Journal of Mathematical Education in Science and Technology. https://doi.org/10.1080/0020739X.2021.1875072.

Bakirtaş, H., & Akkaş, C. (2020). Technology Readiness And Technology Acceptance Of Academic Staffs. International Journal of Management Economics and Business, 16(4). https://doi.org/10.17130/ijmeb.853629.

Blakely, M. L., McKnight, K. D., Darling, R. A., & Moody, E. J. (2020). Using an OSCE to assess the potential for assistive technology to enhance communication between student pharmacists and simulated patients who are deaf/hard of hearing. Journal of the American Pharmacists Association, 60(6). https://doi.org/10.1016/j.japh.2020.08.031.

Bozkurt, A., Jung, I., Xiao, J., Vladimirschi, V., Schuwer, R., Egorov, G., Lambert, S. R., & Al-Freih, M. (2020). A global outlook to the interruption of education due to COVID-19 Pandemic: Navigating in a time of uncertainty and crisis. Asian Journal of Distance Education, 15(1). https://doi.org/10.5281/zenodo.3878572No Title.

Burbules, N. C., Fan, G., & Repp, P. (2020). Five trends of education and technology in a sustainable future. Geography and Sustainability, 1(2), 93–97. https://doi.org/10.1016/J.GEOSUS.2020.05.001.

Chang, H.-Y., Wu, H.-F., Chang, Y.-C., Tseng, Y.-S., & Wang, Y.-C. (2021). The effects of a virtual simulation-based, mobile technology application on nursing students’ learning achievement and cognitive load: Randomized controlled trial. International Journal of Nursing Studies, 120. https://doi.org/10.1016/j.ijnurstu.2021.103948.

Chang, Y.-Z., Yu, C.-W., Chao, C.-M., & Lin, F.-C. (2020). Influences on medical app adoption by patients: the unified theory of acceptance and use of technology model and the moderating effects of technology readiness. The Social Science Journal. https://doi.org/10.1080/03623319.2020.1848338.

Christopoulos, A., & Sprangers. (2021). Integration of educational technology during the Covid-19 pandemic: An analysis of teacher and student receptions. Cogent Education, 8(1). https://doi.org/10.1080/2331186X.2021.1964690.

Chung, N., Tyan, I., & Han, H. (2017). Enhancing the smart tourism experience through geotag. Information Systems Frontiers, 19(4). https://doi.org/10.1007/s10796-016-9710-6.

Churiyah, M., Sholikhan, S., Filianti, F., & Sakdiyyah, D. A. (2020). Indonesia Education Readiness Conducting Distance Learning in Covid-19 Pandemic Situation. International Journal of Multicultural and Multireligious Understanding, 7(6), 491. https://doi.org/10.18415/ijmmu.v7i6.1833.

Comi, S. L., Argentin, G., Gui, M., Origo, F., & Pagani, L. (2017). Is it the way they use it? Teachers, ICT and student achievement. Economics of Education Review, 56. https://doi.org/10.1016/j.econedurev.2016.11.007.

Danniels, E., Pyle, A., & DeLuca, C. (2020). The role of technology in supporting classroom assessment in play-based kindergarten. Teaching and Teacher Education, 88(1). https://doi.org/10.1016/j.tate.2019.102966.

Geng, S., Law, K. M. Y., & Niu, B. (2019). Investigating self-directed learning and technology readiness in blending learning environment. International Journal of Educational Technology in Higher Education, 16(1), 17. https://doi.org/10.1186/s41239-019-0147-0.

Haidari, S. M., Yelken, T. Y., & Akay, C. (2019). Technology-enhanced self-directed language learning behaviors of EFL student teachers. Contemporary Educational TechnologyEducational Technology. https://doi.org/10.30935/cet.590003.

Hanik, E. U. (2020). Self directed learning berbasis literasi digital pada masa pandemi covid-19 di Madrasah Ibtidaiyah. ELEMENTARY: Islamic Teacher Journal, 8(1), 183. https://doi.org/10.21043/elementary.v8i1.7417.

Heo, M., & Toomey, N. (2020). Learning with multimedia: The effects of gender, type of multimedia learning resources, and spatial ability. Computers and Education, 146, 103747. https://doi.org/10.1016/j.compedu.2019.103747.

Hoareau, L., Thomas, A., Tazouti, Y., Dinet, J., Luxembourger, C., & Jarlégan, A. (2021). Beliefs about digital technologies and teachers’ acceptance of an educational app for preschoolers. Computers & Education, 172. https://doi.org/10.1016/j.compedu.2021.104264.

Howard, S. K., Ma, J., & Yang, J. (2016). Student rules: Exploring patterns of students’ computer-efficacy and engagement with digital technologies in learning. Computers & Education, 101. https://doi.org/10.1016/j.compedu.2016.05.008.

Kaushik, A. K., & Rahman, Z. (2017). An empirical investigation of tourist’s choice of service delivery options. International Journal of Contemporary Hospitality Management, 29(7). https://doi.org/10.1108/IJCHM-08-2015-0438.

Kenny, L.-A. T., Gaston, T., Powers, K., & Isaac-Dockery, A. (2020). Anxiety in nursing students: The impact of using mobile technology with quick response codes. Nurse Education Today, 89. https://doi.org/10.1016/j.nedt.2020.104382.

Khatoony, S., & Nezhadmehr, M. (2020). EFL Teachers ’ Challenges in the Integration of Technology for Online Classrooms during Coronavirus ( COVID-19 ) Pandemic in Iran Shiva Khatoony. The Asian Journal of English Language & Pedagogy, 8, 1–16.

Lau, E. Y. H., & Lee, K. (2021). Parents’ Views on Young Children’s Distance Learning and Screen Time During COVID-19 Class Suspension in Hong Kong. Early Education and Development, 32(6), 863–880. https://doi.org/10.1080/10409289.2020.1843925.

Liao, S., Hong, J.-C., Wen, M.-H., Pan, Y.-C., & Wu, Y.-. (2018). Applying Technology Acceptance Model (TAM) to explore Users’ Behavioral Intention to Adopt a Performance Assessment System for E-book Production. EURASIA Journal of Mathematics, Science and Technology Education, 14(10). https://doi.org/10.29333/ejmste/93575.

Lin, C.-S., & Wu, R. Y.-W. (2016). Effects of Web-Based Creative Thinking Teaching On Students’ Creativity and Learning Outcome. EURASIA Journal of Mathematics, Science and Technology Education, 12(6). https://doi.org/10.12973/eurasia.2016.1558a.

Liu, J., & Wang, Y. (2020). Research on experimental tourism teaching mode based on modern educational technology. Microprocessors and Microsystems. https://doi.org/10.1016/j.micpro.2020.103436.

MacLachlan, M., Banes, D., Bell, D., Borg, J., Donnelly, B., Fembek, M., Ghosh, R., Gowran, R. J., Hannay, E., Hiscock, D., Hoogerwerf, E. J., Howe, T., Kohler, F., Layton, N., Long, S., Mannan, H., Mji, G., Odera Ongolo, T., Perry, K., … Hooks, H. (2018). Assistive technology policy: a position paper from the first global research, innovation, and education on assistive technology (GREAT) summit. Disability and Rehabilitation: Assistive Technology, 13(5), 454–466. https://doi.org/10.1080/17483107.2018.1468496.

Mali, D., & Lim, H. (2021). How do students perceive face-to-face/blended learning as a result of the Covid-19 pandemic? International Journal of Management Education, 19(3), 100552. https://doi.org/10.1016/j.ijme.2021.100552.

Martens, M., Roll, O., & Elliott, R. (2017). Testing the Technology Readiness and Acceptance Model for Mobile Payments Across Germany and South Africa. International Journal of Innovation and Technology Management, 14(6). https://doi.org/10.1142/S021987701750033X.

Martínez-Gautier, D., Garrido-Yserte, R., & Gallo-Rivera, M.-T. (2021). Educational performance and ICTs: Availability, use, misuse and context. Journal of Business Research, 135. https://doi.org/10.1016/j.jbusres.2021.06.027.

Mpungose, C. B. (2021). Lecturers’ reflections on use of Zoom video conferencing technology for e-learning at a South African university in the context of coronavirus. African Identities. https://doi.org/10.1080/14725843.2021.1902268.

Park, H. J., & Zhang, Y. (2021). Technology readiness and technology paradox of unmanned convenience store users. Journal of Retailing and Consumer Services, 9. https://doi.org/10.1016/j.jretconser.2021.102523.

Petko, D., Prasse, D., & Cantieni, A. (2018). The Interplay of School Readiness and Teacher Readiness for Educational Technology Integration: A Structural Equation Model. Computers in the Schools, 35(1). https://doi.org/10.1080/07380569.2018.1428007.

Rabgay, T. (2018). The effect of using cooperative learning method on tenth grade students’ learning achievement and attitude towards biology. International Journal of Instruction, 11(2), 265–280. https://doi.org/10.12973/iji.2018.11218a.

Rafiee, M., & Abbasian-Naghneh, S. (2021). E-learning: development of a model to assess the acceptance and readiness of technology among language learners. Computer Assisted Language Learning, 34(6). https://doi.org/10.1080/09588221.2019.1640255.

Rahardja, Hidayanto, Hariguna, T., & Aini, Q. (2019). Design Framework on Tertiary Education System in Indonesia Using Blockchain Technology. 2019 7th International Conference on Cyber and IT Service Management, 1(1). https://doi.org/10.1109/CITSM47753.2019.8965380.

Raja, R., & Nagasubramani, P. C. (2018). Impact of modern technology in education. Journal of Applied and Advanced Research, 3(S1), 33. https://doi.org/10.21839/jaar.2018.v3is1.165.

Richardson, M., Gorley, M., Wang, Y., Aiello, G., Pintsuk, G., & Gaganidze, E. (2021). Technology readiness assessment of materials for DEMO in-vessel applications. Journal of Nuclear Materials, 550. https://doi.org/10.1016/j.jnucmat.2021.152906.

Roy, S. K., Balaji, M. S., Sadeque, S., Nguyen, B., & Melewar, T. C. (2017). Constituents and consequences of smart customer experience in retailing. Technological Forecasting and Social Change, 124. https://doi.org/10.1016/j.techfore.2016.09.022.

Saddhono, K., Sudarsana, I. K., & Iskandar, A. (2019). Implementation of Indonesian Language the learning Based on Information and Communication Technology in Improving Senior High School Students’ Achievement in Surakarta. Journal of Physics: Conference Series, 1254(1). https://doi.org/10.1088/1742-6596/1254/1/012059.

Saha, A., Dutta, A., & Sifat, R. I. (2021). The mental impact of digital divide due to COVID-19 pandemic induced emergency online learning at undergraduate level: Evidence from undergraduate students from Dhaka City. Journal of Affective Disorders, 294(June), 170–179. https://doi.org/10.1016/j.jad.2021.07.045.

Sahin, D., & Yilmaz, R. M. (2020). The effect of Augmented Reality Technology on middle school students’ achievements and attitudes towards science education. Computers & Education, 144. https://doi.org/10.1016/j.compedu.2019.103710.

Shohel, M. M. C., & Kirkwood, A. (2012). Using technology for enhancing teaching and learning in Bangladesh: Challenges and consequences. Learning, Media and Technology, 37(4), 414–428. https://doi.org/10.1080/17439884.2012.671177.

Stone, R., Cooke, M., & Mitchell, M. (2020). Exploring the meaning of undergraduate nursing students’ experiences and confidence in clinical skills using video. Nurse Education Today, 86. https://doi.org/10.1016/j.nedt.2019.104322.

Summak, M. S., Baǧlibel, M., & Samancioǧlu, M. (2010). Technology readiness of primary school teachers: A case study in Turkey. Procedia - Social and Behavioral Sciences, 2(2), 2671–2675. https://doi.org/10.1016/J.SBSPRO.2010.03.393.

Sun, S., Lee, P. C., Law, R., & Hyun, S. S. (2020). An investigation of the moderating effects of current job position level and hotel work experience between technology readiness and technology acceptance. International Journal of Hospitality Management, 90. https://doi.org/10.1016/j.ijhm.2020.102633.

Suni Astini, N. K. (2020). Tantangan Dan Peluang Pemanfaatan Teknologi Informasi Dalam Pembelajaran Online Masa Covid-19. Cetta: Jurnal Ilmu Pendidikan, 3(2), 241–255. https://doi.org/10.37329/cetta.v3i2.452.

Tuma, F. (2021). The use of educational technology for interactive teaching in lectures. Annals of Medicine and Surgery 62, 231–235. https://doi.org/10.1016/j.amsu.2021.01.051.

Unwin, T. (2019). The Future Use of Technology in Education and Learning in the Commonwealth. The Round Table, 108(4). https://doi.org/10.1080/00358533.2019.1634891.

Warden, C. A., Yi-Shun, W., Stanworth, J. O., & Chen, J. F. (2020). Millennials’ technology readiness and self-efficacy in online classes. Innovations in Education and Teaching International. https://doi.org/10.1080/14703297.2020.1798269.

Weng, S. S., & Chen, H. C. (2020). Exploring the role of deep learning technology in the sustainable development of the music production industry. Sustainability (Switzerland), 12(2), 1–20. https://doi.org/10.3390/su12020625.

Winter, E., Costello, A., O’Brien, M., & Hickey, G. (2021). Teachers’ use of technology and the impact of Covid-19. Irish Educational Studies, 40(2). https://doi.org/10.1080/03323315.2021.1916559.

Yilmaz, R. M., & Goktas, Y. (2017). Using augmented reality technology in storytelling activities: examining elementary students’ narrative skill and creativity. Virtual Reality, 21. https://doi.org/10.1007/s10055-016-0300-1.

Zetriuslita, Nofriyandi, & Istikomah, E. (2020). The Increasing Self-Efficacy and Self-Regulated through GeoGebra Based Teaching reviewed from Initial Mathematical Ability (IMA) Level. International Journal of Instruction, 14(1), 587–598. https://doi.org/10.29333/IJI.2021.14135A.

Zhu, X., & Luo, S. (2021). The influence of computer network technology on national income distribution under the background of social economy. Computer Communications, 177. https://doi.org/10.1016/j.comcom.2021.06.025.

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2021-11-11

How to Cite

Gestiardi, R., Sarwanto, S., Chumdari, C., & Maryani, I. (2021). Using an Technology Readiness Model to Understand Perceived Usefulness of Learning in the Covid-19 Era. International Journal of Elementary Education, 5(4), 631–638. https://doi.org/10.23887/ijee.v5i4.39188

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