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Table 3 Types of intervention and their components

From: An intervention engine design and development based on learning analytics: the intelligent intervention system (In2S)

Type of interventionIntervention tool
Instructional Intervention• Signals
• Text Feedback
• Topic contingent feedback
• Reminder notification
Supportive Intervention• Comparison with group
• Individual interaction
• Prediction of achievement status
Motivational Intervention• Leader board
• Badges
• Notification via sms and e-mail