UGC NET Paper 1 · Unit II · PYQ Trend Analysis

10 Research Aptitude Questions That Keep Returning in New Forms: A PYQ-Based UGC NET Paper 1 Guide

Previous papers rarely repeat every sentence, but they repeatedly test the same research decisions. Practise ten original exam-style questions built from the most persistent Research Aptitude PYQ themes.

Research Aptitude PYQsPaper 1 Unit IIImportant MCQsTrend analysis
By Updated 25 July 2026Unit: Research AptitudeApprox. 13-minute read

How were these ten questions selected?

The selection was based on recurring concepts reported across public UGC NET Paper 1 question-paper repositories and shift-level analyses from multiple cycles, especially 2021 to the December 2024 cycle held in January 2025.

The strongest recurring clusters were research methods and types, research steps, hypothesis, variables, sampling, qualitative research, action research, validity and reliability, ethics and referencing.

Important transparency noteThese are original exam-style questions based on repeated PYQ concepts. They are not copied questions and they are not guaranteed predictions.

Public shift analyses are partly memory-based, so “very high” and “high” indicate comparative study priority rather than an audited official frequency count.

Recurring PYQ clustersConcepts repeat more often than exact wordingMethods & typesHypothesis & variablesSteps & designSampling & qualityEthics & referencingStudy-priority visual—not an official frequency count

Methods, hypotheses, design, sampling and ethics return through changed situations and statement combinations.

The official syllabus covers research meaning, types and characteristics; positivism and post-positivism; research methods; steps; thesis and article writing; referencing; ICT; and research ethics. Review the official Paper 1 syllabus.

01Methods and types

Experimental, descriptive, historical, qualitative and action research.

02Hypothesis and variables

Null, alternative, independent, dependent and extraneous variables.

03Research process

Sequence, design, evidence, analysis and interpretation.

04Sampling and quality

Sampling purpose, validity, reliability and control.

05Ethics and writing

Consent, confidentiality, plagiarism, APA and reference practice.

Question 1Very high recurrence

A researcher changes the teaching method for one group and compares its test scores with another group. Which research method is being used?

  1. Historical research
  2. Experimental research
  3. Descriptive research
  4. Ethnographic research
Correct answer

B — Experimental research.

The researcher manipulates an independent variable—the teaching method—and observes its effect on a dependent variable, the test score. Manipulation and comparison are the clearest clues.

Why this question type is important

PYQs repeatedly test research methods through situations. Compare experimental, descriptive, historical, qualitative and action research through examples.

Visual memory aidFrom question to evidenceProblemDesignDataInferenceThe situation changes; the research logic stays the same

Remember the logic, then attempt the question again without looking at the answer.

Question 2Very high recurrence

Which sequence best represents a logical research process?

  1. Data collection → problem identification → interpretation → hypothesis
  2. Problem identification → literature review → hypothesis or research questions → design → data collection → analysis → interpretation
  3. Hypothesis → final report → sampling → problem identification
  4. Analysis → literature review → data collection → research design
Correct answer

B — Problem identification → literature review → hypothesis or research questions → design → data collection → analysis → interpretation.

Research begins with a defined problem, examines existing knowledge, develops a focused question, selects a design, gathers evidence, analyses it and interprets the findings.

Why this question type is important

Sequence questions appear as direct order, match-the-list and stage-purpose questions. Learn what each step does.

Visual memory aidFrom question to evidenceProblemDesignDataInferenceThe situation changes; the research logic stays the same

Remember the logic, then attempt the question again without looking at the answer.

Question 3Very high recurrence

“There is no significant difference between the mean scores of students taught by Method A and Method B.” This statement is:

  1. A directional alternative hypothesis
  2. A null hypothesis
  3. A research objective
  4. A post-positivist assumption
Correct answer

B — A null hypothesis.

A null hypothesis commonly states that no difference, no relationship or no effect exists.

Why this question type is important

Null and alternative hypotheses recur in direct, statement-based and testing-context questions. Words such as no difference, no association and no effect are strong clues.

Visual memory aidNull vs alternative hypothesisH₀H₁No differenceNo relationshipDifference existsRelationship existsQuestion wording usually reveals the answer

Remember the logic, then attempt the question again without looking at the answer.

Question 4High recurrence

In a study of teaching method and examination score, students’ previous academic achievement influences the final score but is not the main variable being studied. It is best described as:

  1. Dependent variable
  2. Extraneous variable
  3. Research objective
  4. Sampling frame
Correct answer

B — Extraneous variable.

Previous achievement can affect the dependent variable even though it is not the intended cause. Researchers control or account for such variables to protect internal validity.

Why this question type is important

Variables are frequently tested through experimental situations. Identify independent, dependent, control and extraneous variables from one paragraph.

Visual memory aidFrom question to evidenceProblemDesignDataInferenceThe situation changes; the research logic stays the same

Remember the logic, then attempt the question again without looking at the answer.

Question 5High recurrence

A university researcher wants students from Humanities, Sciences and Commerce to be represented in the sample according to their proportions in the population. Which sampling method is most suitable?

  1. Convenience sampling
  2. Snowball sampling
  3. Stratified random sampling
  4. Purposive sampling
Correct answer

C — Stratified random sampling.

The population is divided into meaningful strata, and random samples are selected from those groups.

Why this question type is important

Recent shift analyses repeatedly mention sampling. UGC NET usually tests the method through the researcher’s purpose.

Visual memory aidStratified sampling protects subgroup representationHumanitiesSciencesCommerceSample from each meaningful stratum

Remember the logic, then attempt the question again without looking at the answer.

Question 6Very high recurrence

A researcher conducts open-ended interviews to understand how first-generation university students experience academic pressure. Themes emerge from participants’ accounts. This is primarily:

  1. Qualitative research
  2. Experimental research
  3. Purely positivist measurement
  4. Historical document analysis
Correct answer

A — Qualitative research.

The study seeks meaning, experience and context through open-ended data. Themes emerge from participants’ accounts.

Why this question type is important

Qualitative versus quantitative research is a persistent PYQ cluster. Look for lived experience, natural settings, interpretation and emerging themes.

Visual memory aidConcepts repeat more often than exact wordingMethods & typesHypothesis & variablesSteps & designSampling & qualityEthics & referencingStudy-priority visual—not an official frequency count

Remember the logic, then attempt the question again without looking at the answer.

Question 7High recurrence

A teacher identifies low participation in her own class, introduces peer discussion, observes the change and modifies the strategy for the next cycle. This is:

  1. Action research
  2. Fundamental research
  3. Historical research
  4. Meta-analysis
Correct answer

A — Action research.

Action research addresses an immediate local problem through planning, action, observation and reflection.

Why this question type is important

Action research appears as a practical improvement problem in a classroom, institution or workplace.

Visual memory aidFrom question to evidenceProblemDesignDataInferenceThe situation changes; the research logic stays the same

Remember the logic, then attempt the question again without looking at the answer.

Question 8High recurrence

A questionnaire produces nearly the same score every time, but it does not actually measure research anxiety. The questionnaire is:

  1. Valid but unreliable
  2. Reliable but not valid
  3. Neither measurable nor objective
  4. Both valid and reliable by definition
Correct answer

B — Reliable but not valid.

Reliability means consistency. Validity means measuring what the tool is intended to measure.

Why this question type is important

Validity and reliability are often tested through target-style situations. Consistency does not guarantee accuracy.

Visual memory aidReliable is not automatically validconsistent but off-targetconsistent and on-target

Remember the logic, then attempt the question again without looking at the answer.

Question 9Very high recurrence

A researcher publishes interview quotations with participants’ real names even though anonymity was promised. Which principle has been violated most directly?

  1. Randomisation
  2. Confidentiality
  3. External validity
  4. Operationalisation
Correct answer

B — Confidentiality.

The researcher failed to protect information that participants were told would remain private.

Why this question type is important

Ethics questions repeatedly use plagiarism, consent, confidentiality, fabrication, falsification or authorship situations.

Visual memory aidResearch ethics protects people and knowledgeConsent · confidentiality · attribution · honest reporting

Remember the logic, then attempt the question again without looking at the answer.

Question 10High recurrence

Which statement correctly describes APA referencing in most social-science research writing?

  1. It primarily follows an author–date in-text citation system.
  2. It requires only footnotes and never a reference list.
  3. Sources need not be cited when ideas are paraphrased.
  4. The title of every article must be written in all capital letters.
Correct answer

A — It primarily follows an author–date in-text citation system.

APA commonly identifies the author and year in the text and gives full source details in the reference list. Paraphrased ideas still require citation.

Why this question type is important

Referencing style, thesis writing and plagiarism recur in both direct and ethical-writing questions. Recent shift summaries have specifically reported APA-style questions.

Visual memory aidResearch ethics protects people and knowledgeConsent · confidentiality · attribution · honest reporting

Remember the logic, then attempt the question again without looking at the answer.

11 Revision after the ten questions

How should you revise Research Aptitude from PYQs?

Build comparison tablesCompare research methods, sampling methods, variables and hypothesis types.
Translate definitions into situationsCreate one real research example for every major term.
Practise sequencesResearch steps and ICT workflows are often tested through arrangement questions.
Analyse rejected optionsRecord why the attractive wrong answer does not fit the situation.
Keep an ethics checklistConsent, harm, confidentiality, plagiarism, fabrication, falsification and authorship.
Mix old and new questionsDo not practise one topic in isolation after the first round.

Previous papers are most useful when they show you which distinction you still cannot make—not when they only give you another score.

12 The SWMG Method

Prepare the concept behind the PYQ—not only the old answer

The SWMG MethodConcept → comparison → real research situation → PYQ → wrong-option analysis → mixed test → revision

This sequence prepares you for changed wording. Research Aptitude becomes easier when every definition is connected with a decision a real researcher would make.

The SWMG Paper 1 course covers Research Aptitude within all ten units through concept-based classes, topic-wise and unit-wise PYQs, live doubt support, weekly tests and planned revision according to the applicable plan.

Concepts · PYQs · option analysis · tests

Learn Research Aptitude as a research-decision unit

Review the complete curriculum, class format, validity and available learning resources before choosing your preparation plan.

SWMG

SWMG Academic Team

Academic content for UGC NET Paper 1 and Environmental Sciences aspirants. SWMG focuses on concept clarity, PYQ analysis, mistake diagnosis and structured exam preparation.

Disclaimer: These are original syllabus-based practice questions selected through a comparative review of recurring public PYQ themes. They are not official NTA questions and should not be treated as guaranteed predictions.