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Education Technology Insights | Thursday, May 30, 2024
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Analyzing and utilizing data offers teachers the necessary understanding and direction to ensure student engagement. However, more than data is needed; educational institutions require the assistance of AI.
Fremont, CA: The pandemic has caused significant disruptions to the country's school system, leading to a sharp decline in student enrollment across many of the largest districts. Recent enrollment data from 78 primary school districts reveals that a minimum of 240,000 students still need to be included.
A key challenge is the limited visibility into student performance. Educators are now unable to monitor students' online activities and progress as closely as they can in a traditional classroom setting. This lack of oversight directly affects various aspects of schools, including enrollment numbers, graduation rates, financial resources, and student and teacher morale.
Educational institutions should initially comprehend their students' working patterns to tackle these concerns. This entails gaining insights into their time management, identifying the most fruitful hours, evaluating the effectiveness of their assignments, and pinpointing areas that require attention. The crucial aspect lies in utilizing this knowledge effectively and at the right time to support students in achieving success.
Educators Can Improve Student Support with AI:
Analyzing and utilizing data offers teachers the necessary understanding and direction to ensure student engagement. However, more than data is needed; educational institutions require the assistance of AI.
Exceptional educators gain knowledge from feedback informed by data and can promptly adapt based on successful and unsuccessful approaches. Educational institutions can employ AI to extract valuable insights from various systems and activity logs, including Blackboard, student information systems, and Google apps. This proactive approach enables them to find areas for enhancement, make progress measurable, and tailor personalized recommendations for students to achieve and sustain success.
AI Can Help Design Individualized Assignments and Projects:
The outbreak of the pandemic has compelled numerous senior students to engage in employment to provide financial support to their families. Consequently, this has resulted in a decline in the academic performance of these students. Due to their work commitments, students are compelled to prioritize their jobs over attending classes and fulfilling their assignments. To tackle this problem, educators must know when students prioritize their external responsibilities over their academic work. Such students will require personalized attention and tailored projects to meet their educational needs.
Educators can leverage AI to analyze and assess student data, enabling them to identify changes or patterns. For instance, if the data indicates a sudden shift in a student's study habits, it could indicate a potential risk of academic decline. Educators can address the issue beforehand by proactively implementing an individualized learning plan rather than reacting to it later.
AI Can Offer Customized Recommendations for Improving Classes:
Data can also provide insights into students' success in a specific course. It can offer valuable recommendations to support struggling students in a particular subject, enabling teachers to make necessary adjustments promptly.
This data serves as a crucial tool for promptly identifying and addressing issues. By utilizing AI-generated personalized suggestions, educators and students can identify areas requiring additional attention to enhance their productivity.
AI provides educators with personalized, practical suggestions, enabling them to assist students and develop tailored assignments and classroom resources. Consequently, AI plays a crucial role in motivating and inspiring students who may otherwise struggle to engage with online learning.