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1.
2022 International Conference on Data Analytics for Business and Industry, ICDABI 2022 ; : 538-541, 2022.
Article in English | Scopus | ID: covidwho-2281370

ABSTRACT

This paper describes the effectiveness of learning analytics on various academic endeavors. Two scenarios are discussed. The first one considers the academic performance while the second one considers diversity-related issues on the studies in order to ensure the evaluation of online classes during COVID-19 pandemic. Though the impact of learning analytics in academic decision making is vast, nevertheless, it can be used to improve learning environment and address key issues as experienced by new entrants in a medical school. The present work details the key academic and non-academic factors and suggests some strategies to minimize the impact of academic procrastination and hence improve the retention rate of sophomore medical students. © 2022 IEEE.

2.
Oeconomia Copernicana ; 13(4):1253-1281, 2022.
Article in English | Web of Science | ID: covidwho-2205256

ABSTRACT

Research background: The COVID-19 pandemic has affected higher education globally and disrupted its usual activities, according to differing perspectives. The ability to adapt to online activities was an important factor for many researchers during the pandemic period. Purpose of the article: In this article, the authors are studying the ability of the students to adapt to online activities, and also the direct and indirect effect on their academic performances.Methods: The data was collected with a questionnaire and the respondents are students from Romanian Universities. The analysis was made with an econometric model by using the PLS-SEM methodology. The goal of the paper was to find and analyse the factors used to perform academic online activities during the pandemic period.Findings & value added: The results of the paper validate the research hypotheses formulated in the introductory part and confirm that the students' academic performances are a direct result of many factors, such as: system parameters, personal demand, personal commitment, and regulatory environment. The identification of the exogenous variables with significant impact on the stu-dents' performances through online activities could help the management of the universities to implement the positive aspects and to reward them for their efforts while preventing from resili-ence to change. The higher education system has to acknowledge that flexible online learning opportunities are needed by students to fit their coursework around their employment and family responsibilities.

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