The learning analytics cycle consists of the following steps:
Data Collection: Collect data from various sources such as learning management systems, student assessments, and other educational tools.
Data Preparation: Clean, transform and organize the data so that it can be analyzed.
Data Analysis: Analyze the data to identify patterns, relationships, and trends.
Interpretation and Visualization: Convert the analyzed data into meaningful insights, often through visualization tools like graphs, charts, and dashboards.
Feedback and Reporting: Use the insights from the data analysis to provide feedback to learners and stakeholders. Report on the findings, and share the results with stakeholders.
Action Planning and Implementation: Use the insights to plan and implement actions that will improve learning outcomes.
Monitoring and Evaluation: Continuously monitor and evaluate the effectiveness of the actions taken, and repeat the cycle to further improve learning outcomes.
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