Design, development, and evaluation of an individual digital study assistant for higher education students

Author:

Karrenbauer ChristinORCID,Brauner TimORCID,König Claudia M.ORCID,Breitner Michael H.ORCID

Abstract

AbstractThe growing number of students in higher education institutions, along with students’ diverse educational backgrounds, is driving demand for more individual study support. Furthermore, online lectures increased due to the COVID-19 pandemic and are expected to continue, further accelerating the need for self-regulated learning. Individual digital study assistants (IDSA) address these challenges via ubiquitous, easy, automatic online access. This Action Design Research-based study entailed designing, developing, and evaluating an IDSA that aims to support students’ self-regulated learning, study organization, and goal achievement for students in their early study phase with limited knowledge of higher education institutions. Therefore, data from 28 qualitative expert interviews, a quantitative survey of 570 students, and a literature review was used to derive seven general IDSA requirements, including functionalities, contact options, data-based responsiveness and individuality, a well-tested system, marketing strategies, data protection, and usability. The research team incorporated the identified requirements into an IDSA prototype, tested by more than 1000 students, that includes functionalities as recommending lectures based on individual interests and competencies, matching students, and providing feedback about strengths and weaknesses in learning behaviors. The results and findings compromise a knowledge base for academics, support IDSA theory building, and illustrate IDSA design and development to guide system developers and decision-makers in higher education. This knowledge can also be transferred to other higher education institutions to support implementing IDSAs with limited adaptations. Further, this research introduces a feasible functional system to support self-organization.

Funder

Bundesministerium für Bildung und Forschung

Gottfried Wilhelm Leibniz Universität Hannover

Publisher

Springer Science and Business Media LLC

Subject

Education

Reference78 articles.

1. Abad-Segura, E., González-Zamar, M.-D., Infante-Moro, J. C., & Ruipérez García, G. (2020). Sustainable management of digital transformation in higher education: Global research trends. Sustainability, 12(5), 2107. https://doi.org/10.3390/su12052107

2. Adams, N., Little, T. D., & Ryan, R. M. (2017). Self-determination theory. In M. Wehmeyer, K. Shogren, T. Little, & S. Lopez (Eds.), Development of self-determination through the life-course (pp. 416–436). Springer.

3. Alla, M. M. S. O., Faryadi, Q., & Fabil, N. B. (2013). The impact of system quality in e-learning system. Journal of Computer Science and Information Technology, 1(2), 14–23.

4. Bates, L., & Hayes, H. (2017). Using the student lifecycle approach to enhance employability: An example from criminology and criminal justice. Asia-Pacific Journal of Cooperative Education, 18(2) (Special Issue), 141–151.

5. Bouaiachi, Y., Khaldi, M., & Azmani, A. (2014). A prototype expert system for academic orientation and student major selection. International Journal of Scientific & Engineering Research, 5(11), 25–28.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3