Improving the Effectiveness of Data-Driven Learning Management
Journal Title: International Journal of Social Science And Human Research - Year 2023, Vol 6, Issue 10
Abstract
Big data represents a significant decision-making tool in educational processes, allowing for not only improvements in the quality of education, but also the formation of effective strategies, allowing users to effectively make decisions based on the results of predictive and prescriptive analytics. In addition, educational data are used to analyze and predict student behaviors and learning outcomes to ensure the high quality of educational programs.Nevertheless, even though educational data offer significant opportunities, there are a few challenges associated with their effective and timely application, such as compatibility, data processing and storage, security, confidentiality, and ethics. This article reports on a study that aimed to determine whether the effectiveness of learning management could be enhanced through the development of a more rigorous academic environment and a stimulation intervention designed for a particular graduate program at a particular university. The study used data from several study groups. It collected qualitative and quantitative data to examine the impact of the environment and the stimulation of 173 students, as well as benchmark group data from 22 students. The results showed that exposure to a more rigorous academic environment with minimized gamification, as well as the application of a stimulation intervention, was successful in improving scores for several metrics. This article indicates the importance of updating and using educational data to enhance learning management, as well as the need to increase knowledge in this area.
Authors and Affiliations
Alexandr Volkov, Tatiana Otbetkina, Anna Vidmanova
Keywords
Related Articles
- EP ID EP722772
- DOI 10.47191/ijsshr/v6-i10-73
- Views 65
- Downloads 0
Hydrosense: A Hair-Based Absorption System for Heavy Metal Removal from Wastewater
This study explores the utilization of human hair as a biosorbent for the removal of heavy metals from wastewater, addressing critical ecological and health risks. We developed a filtration device named “Hydrosense,” whi...
Criminal Sanctions Against Perpetrators of Misuse of Personal Data on Money Loans Based Technology: A Study in Bantul District Court, Indonesia
Personal data protection is one of the privacy rights and human rights owned by every citizen, so that this right is guaranteed through the Constitution of the Republic of Indonesia in 1945, where with the enactment of L...
The Development of an E-Module on Scientific Work Based on Science, Environment, Technology, and Society (SETS) for 11th Grade High School Students
This research examines the development of an E-Module on Scientific Work based on Science, Environment, Technology, and Society (SETS) for 11th-grade high school students, as well as the feasibility of the E-Module. The...
Perceived Organizational Culture among Bank Employees: A Comparative Study
The study focused on bringing out the significant differences between public sector bank employees and private sector bank employees in the perceived organizational culture. The survey instrument comprised organizational...
Implementation of Problem-Based Learning Model in the Integration of Anti-Corruption Education Values in Pancasila Education Learning in Elementary School 1 Jatiroto
The importance of integrating anti-corruption education values in Pancasila Education learning. The purpose of this study is to describe the form of integrating anti-corruption education values in Pancasila Education lea...