Achieving Greater Educational Impact Through Data Intelligence: Practice, Challenges And Expectations Of Education

Data intelligence is a new paradigm in scientific research that can influence the education system systematically. This book presents research and practice of data intelligence in education from three levels: educational governance, teaching practice, and student learning. It is essential reading for anyone interested in applying big data technology in education and for stakeholders to broaden their minds to use educational data to solve complex problems.

Format: Hardback
Length: 216 pages
Publication date: 17 December 2021
Publisher: World Scientific Publishing Co Pte Ltd

The advent of the data-driven scientific research paradigm heralds a new era of educational research and practice. This comprehensive book explores the realm of data intelligence in education, encompassing three distinct levels: educational governance, teaching practice, and student learning. Each chapter delves into fundamental knowledge, key themes, cutting-edge technologies, and real-world education application cases. This interdisciplinary masterpiece is a must-read for anyone passionate about leveraging big data technology in education, as well as for diverse stakeholders such as education administrators, teachers, students, and researchers seeking to expand their perspectives and effectively utilize educational data to address complex challenges within the field.

The significance of data intelligence in education cannot be overstated. With the vast amounts of data generated daily, educators have the opportunity to gain valuable insights into student performance, classroom dynamics, and educational trends. By leveraging data analytics, educators can identify areas of strength and weakness, tailor their teaching strategies to meet individual student needs, and improve overall academic outcomes.

One of the key ways in which data intelligence can influence the education system is through educational governance. By analyzing data on student enrollment, attendance, academic performance, and other relevant metrics, education administrators can make informed decisions about resource allocation, curriculum development, and school policies. Data intelligence can help identify schools that are struggling and provide targeted support and interventions to improve student outcomes.

In the realm of teaching practice, data intelligence can be used to enhance the effectiveness of educators. Teachers can use data to track student progress, identify areas of difficulty, and tailor their teaching strategies to meet individual student needs. For example, teachers can use data to identify students who are struggling with a particular concept and provide targeted interventions, such as one-on-one tutoring or small group instruction.

Data intelligence can also have a significant impact on student learning. By providing students with personalized learning experiences, educators can tailor their teaching to meet the unique needs and interests of each student. For example, students who are struggling with a particular subject can be provided with additional resources and support to help them improve their skills.

In addition to these benefits, data intelligence can also help educators improve their own professional practice. By analyzing data on their teaching methods and classroom dynamics, educators can identify areas for improvement and develop new strategies to enhance their effectiveness. Data intelligence can also help educators stay up-to-date with the latest research and best practices in education, ensuring that they are providing their students with the most effective and up-to-date learning experiences.

However, the implementation of data intelligence in education requires careful consideration and planning. Educators must ensure that they are collecting and analyzing data in a secure and ethical manner, and that they are using the data to inform their decisions and actions in a way that benefits both students and educators.

In conclusion, data intelligence has the potential to transform the education system by providing educators with valuable insights into student performance, classroom dynamics, and educational trends. By leveraging data analytics, educators can improve their teaching practices, identify areas of strength and weakness, and provide personalized learning experiences for their students. However, the implementation of data intelligence in education requires careful consideration and planning, and educators must ensure that they are collecting and analyzing data in a secure and ethical manner.

ISBN-13: 9789811232909