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UGC NET Data and measurement Previous Year Questions

JRFSmart holds 8 previous-year questions on Data and measurement from UGC NET Paper 1 (Teaching and Research Aptitude), filed under Unit 2: Research Aptitude, drawn from 8 of the 87 exam papers in the bank (2024–2026). Each question can be practised with a full explanation and shows how often NTA has returned to the same idea.

8Questions
8 of 87Papers containing it
LowFrequency
2024–2026Years covered

What is asked in Data and measurement

The questions in this topic fall under these subtopics, ordered by how many previous-year questions each has.

SubtopicQuestions
Ordering the scales of measurement2
Scales that permit ranking1
Nominal variables1
Scales of measurement1
Nature and sources of data1
Levels of measurement1
Properties of the ratio scale1

NTA repeat analysis

Data and measurement appears in 8 of 87 papers (9%), which JRFSmart rates as low frequency.

Sample previous-year questions

Given below are two statements : one is labelled as Assertion (A) and the other is labelled as Reason (R). Assertion (A) : Data is the information collected on some defined indicators or variables; can be collected directly from source or pre-existing…

December 2025

Match List - I with List - II. LIST-I (Levels of Measurement) A. Ratio B. Ordinal C. Nominal D. Interval LIST-II (Description) I. Categorize only II. Categorize, rank, equal intervals and a true zero point III. Categorize, rank and equal intervals only; no…

June 2026

Which of the following are the properties of Ratio Scale of measurement used in research ? A. Absolute zero B. Order C. Classification D. Equal Units Choose the correct answer from the options given below :

June 2026

A teacher assesses the answer books of the students and based on their scores he gives them ranks. Which scales of measurement are used by him ?

June 2025

Descriptions of some measurements are given below. Select correct order to arrange them from lower level of scales of measurement involved in them to higher level. A. Height of the students are measured in centimeter. B. Marks are given to the students after…

June 2025

Arrange the following from higher level to lower level of scales of measurement involved in them : A. Researcher divides the sample in two groups based on area of residence like 'Urban' and 'Rural' Area. B. A student has got 50 marks out of 60 marks in…

June 2025

Identify the scale/scales of measurement which would allow ranking of observations. A. nominal scale B. ordinal scale C. interval scale D. ratio scale Choose the correct answer from the options given below :

June 2024

Identify the nominal variables. A. Gender B. Annoyance level C. Caste D. Temperature in Kelvin E. Economic status Choose the correct answer from the options given below::

August 2024

Showing 8 of 8 questions, without answers. Practise the full set with options, the official answer and JRFSmart's explanations.

Practise Data and measurement

All 8 questions, one topic, with explanations and repeat data. One topic in every unit is free.

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Related topics in this unit

Statistics in researchVariablesResearch ethicsResearch approachesSamplingTypes of researchResearch designMethods of research
All of Research AptitudeUGC NET Paper 1 unitsSearch Data and measurement