UGC NET Questions (Paper – 1)

Statements A, B, D and F describe legitimate uses and responsibilities associated with LMS analytics, while C and E are problematic. Dashboards can summarise progress and analytics can flag at-risk learners and inform course improvement. Ethical use requires transparency towards students about data collection and analysis. Public ranking on notice boards and assuming that analytics automatically provide correct interpretations both conflict with privacy and professional judgement, so C and E must be excluded.

Option A:
Option A is correct because it includes A, B, D and F, which together capture summarised dashboards, risk identification, course revision and ethical transparency. None of these statements suggests misuse or overclaim about analytics capabilities. By excluding C and E, this option recognises the limits of analytics and the need for discretion and communication in their use.

Option B:
Option B is incorrect because it omits F, thereby ignoring the ethical requirement of informing students about data practices. Although A, B and D are true, the combination is incomplete with respect to responsibilities around transparency. An answer that leaves out F underestimates the importance of consent and communication in learning analytics.

Option C:
Option C is incorrect because it adds E to the otherwise correct set of A, B, D and F. Statement E wrongly suggests that analytics automatically guarantee correct interpretation, which ignores issues of bias, incomplete data and contextual understanding. Including a false statement makes the entire combination unacceptable.

Option D:
Option D is incorrect because it leaves out A, which accurately describes student dashboards as a key feature of LMS analytics. Although B, D and F are true, omitting A means the combination does not include all correct statements. Therefore it cannot be the right answer.