Learning Analytics Tools Nptel Week 1 Answers
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Learning Analytics Tools Nptel Week 1 Answers (July-Dec 2025)
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Question 1. Which of the following statements correctly differentiates Learning Analytics from Academic Analytics?
a) Learning Analytics supports operational and financial decision-making at the institution level.
b) Academic Analytics focuses on helping students achieve specific learning goals.
c) Learning Analytics is used mainly by management and executives for business purposes.
d) Learning Analytics focuses on students’ learning, while Academic Analytics supports institutional business decisions.
Question 2. Which of the following best distinguishes Descriptive Analytics from Diagnostic Analytics in the context of learning?
a) Descriptive analytics identifies the causes of student behavior, while diagnostic analytics only presents raw data.
b) Descriptive analytics predicts future student performance, while diagnostic analytics recommends specific actions.
c) Descriptive analytics summarizes what has happened (e.g., grades, attendance), while diagnostic analytics explains why it happened (e.g., lack of engagement).
d) Descriptive analytics is used by instructors, while diagnostic analytics is only used by students.
Question 3. How does Predictive Analytics differ from Prescriptive Analytics in education?
a) Predictive analytics explains past student behavior, while prescriptive analytics focuses only on raw scores.
b) Predictive analytics forecasts student outcomes, while prescriptive analytics suggests actions to improve those outcomes.
c) Predictive analytics is used only for reporting, while prescriptive analytics is used only for grading.
d) Predictive analytics shows student satisfaction, while prescriptive analytics identifies historical trends.
These are Learning Analytics Tools Nptel Week 1 Answers
Question 4. What is the main difference between Diagnostic Analytics and Predictive Analytics in learning analytics?
a) Diagnostic analytics determines what is likely to happen in the future, while predictive analytics explains why it happened.
b) Diagnostic analytics focuses on understanding causes of past outcomes, while predictive analytics estimates what might happen next.
c) Diagnostic analytics is used for recommendation systems, while predictive analytics generates summaries.
d) Diagnostic analytics is less useful in education, while predictive analytics is used only for financial purposes.
Question 5. A dashboard shows the number of assignments submitted by students and their average quiz scores over the last month. What type of learning analytics is being used?
a) Diagnostic Analytics
b) Predictive Analytics
c) Descriptive Analytics
d) Prescriptive Analytics
Question 6. An analysis is done to find out that students who do not participate in weekly discussion forums tend to score lower in final exams. What type of learning analytics is being used?
a) Descriptive Analytics
b) Diagnostic Analytics
c) Predictive Analytics
d) Prescriptive Analytics
Question 7. A system warns the instructor that a student is likely to fail the course based on their activity and assessment data from the first half of the semester. What type of learning analytics is being used?
a) Descriptive Analytics
b) Diagnostic Analytics
c) Predictive Analytics
d) Prescriptive Analytics
These are Learning Analytics Tools Nptel Week 1 Answers
Question 8. An automated tool recommends that a student who struggles with quizzes should attend extra tutorial sessions and use a specific set of learning resources. What type of learning analytics is being used?
a) Descriptive Analytics
b) Predictive Analytics
c) Diagnostic Analytics
d) Prescriptive Analytics
Question 9. In a MOOC, data from 200 students revealed the following group averages: Average quiz attempts per student: 4, Average number of forum posts: 6. Students with fewer than 2 quiz attempts and 1 or fewer forum posts typically fail the final test. Student A attempted 1 quiz and made 1 forum post. What can be reasonably inferred about Student A?
a) Student A has strong peer interaction
b) Student A has medium risk of failure
c) Student A is at high risk of failure
d) Student A’s activity cannot be judged from this data
These are Learning Analytics Tools Nptel Week 1 Answers
Question 10. An instructor notices that students who watched less than 40% of the video content had an average test score of 42%, whereas those who watched more than 80% scored 78% on average. If a new student has watched only 35% of the videos so far and scored 45% in the midterm, what intervention is most data-aligned?
a) Offer a remedial test
b) Encourage the student to increase video engagement
c) Suggest the student skip upcoming videos
d) Assign peer grading tasks
These are Learning Analytics Tools Nptel Week 1 Answers
