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The integration of big data analytics into engineering education introduces transformative opportunities for personalized learning, performance assessment, and curriculum adaptation However, in this study, we focus on big data that increases the scale and granularity of data gathered. However, this raises complex ethical challenges regarding data privacy, algorithmic fairness, transparency, and student autonomy
This survey presents a systematic and focused review of recent developments at the. Many of the ethical issues raised apply equally to educational data sets of any size By following these legal guidelines, educational institutions can build trust and promote the ethical use of learning analytics, addressing the privacy and security concerns raised by our respondents.
Many companies are using learning analytics to track and understand learners’ behaviors, but they aren’t considering the ethical implications that they raise.
Two fundamental principles materialized regarding the use of student data and results related to analytics in higher education The first principle was that learning research should be for the purpose of improving higher education. Engage educators and students in the participatory design of la tools to enhance their relevance and effectiveness Strengthen pedagogical data literacy among all stakeholders to empower them to understand and use la data for improved learning and teaching outcomes.
The selected articles, based on critical and qualitative content analysis, were exhaustively analysed This minitrack, titled “transforming teaching and learning Ethical considerations, student engagement, and innovative technologies,” aims to explore the multifaceted effects of ai and advanced technologies on education, informed by both empirical evidence and theoretical insights. Explore key ethical considerations in learning analytics, including privacy, data bias, transparency, and policy frameworks to ensure responsible online learning practices.
Our six practical recommendations on how to ethically engage with la can inform an ethical development of la that not only protects student privacy, but also ensures that la tools are used in ways that effectively support student learning and development.
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