Investigating the use of learning analytics to personalize instruction – Complete Phd and Masters Thesis

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Introduction

1.1 Introduction
1.2 Background of study
1.3 Problem Statement
1.4 Objective of study
1.5 Limitation of study
1.6 Scope of study
1.7 Significance of study
1.8 Structure of the Thesis
1.9 Definition of terms

Chapter Two: Literature Review
2.1 Overview of Learning Analytics
2.2 Personalized Instruction
2.3 Theoretical Frameworks in Personalized Learning
2.4 Current Trends in Personalized Instruction
2.5 Benefits of Personalized Learning
2.6 Challenges of Implementing Personalized Instruction
2.7 Learning Analytics Tools and Techniques
2.8 Case Studies on Personalized Instruction
2.9 Ethical Considerations in Learning Analytics
2.10 Gaps in Existing Literature

Chapter Three: Research Methodology
3.1 Research Design
3.2 Data Collection Methods
3.3 Instrumentation
3.4 Sampling Techniques
3.5 Data Analysis Plan
3.6 Research Ethics
3.7 Pilot Study
3.8 Limitations of Research Methodology

Chapter Four: Discussion of Findings
4.1 Data Analysis
4.2 Interpretation of Results
4.3 Comparison with Existing Literature
4.4 Implications for Practice
4.5 Recommendations for Future Research
4.6 Strengths and Limitations of the Study
4.7 Conclusion

Chapter Five: Conclusion and Summary
5.1 Summary of Findings
5.2 Contributions to the Field
5.3 Practical Implications
5.4 Suggestions for Further Research
5.5 Conclusion

Thesis Overview:

The use of learning analytics to personalize instruction is a growing area of interest in educational research. This thesis aims to investigate how learning analytics can be leveraged to tailor instruction to individual students’ needs and preferences.

The introduction sets the stage by providing the background of the study, stating the problem statement, objectives, limitations, scope, significance, and defining key terms. The literature review explores existing research on learning analytics, personalized instruction, theoretical frameworks, trends, benefits, challenges, tools, case studies, and ethical considerations.

The research methodology details the design, data collection methods, instrumentation, sampling techniques, data analysis plan, ethics, pilot study, and limitations. The discussion of findings analyzes the data, interprets results, compares with existing literature, provides implications for practice, recommendations for future research, and discusses strengths and limitations.

Lastly, the conclusion and summary chapter summarizes the findings, contributions, practical implications, suggestions for further research, and concludes the thesis. This research will contribute valuable insights to the field of personalized instruction and inform educators on the effective use of learning analytics to individualize learning experiences.

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