Shikho conducted an analysis of student performance data across 45,000 active users between January and September 2025. The most consistent predictor of exam performance was not the number of lessons watched or hours spent on the platform. It was whether the student regularly reviewed their progress dashboard.
What the Data Found
Students who opened their Shikho progress dashboard at least three times per week scored an average of 23% higher on standardised mock exams than students with similar time-on-platform who rarely or never reviewed their progress data. The effect was consistent across subjects and class levels.
This finding was initially surprising. Why would looking at data improve performance, rather than just measuring it?
The Psychology of Visible Progress
Research in behavioural psychology has long established that making progress visible changes the way people approach goals. When you can see your study streak, your quiz score trends, and which topics you have covered versus which remain incomplete, you make different — and better — decisions about where to spend your next study session.
Students who do not track progress tend to study what they find interesting or easy, which feels productive but is not. Students who track progress can see clearly when they are avoiding a weak topic and are more likely to address it.
What to Look for in Your Dashboard
The most valuable metrics to review weekly are your quiz score trend by topic (improving, stable, or declining), the subjects where you have the most incomplete lessons, and your weekly study time compared to your personal target. These three data points should drive your plan for the following week.
Building the Habit
The students who benefit most from progress tracking treat their weekly dashboard review the same way they treat attendance at a live class — as a non-negotiable appointment with their study plan. Schedule a 10-minute review at the same time each week. Use it to adjust your focus for the coming days. Do not skip it because you feel like you already know where you stand.
The data consistently shows that how you feel about your progress is a less accurate guide than the actual numbers.