UGC NET Research Aptitude Short Forms
| Shortform | Full Form | Meaning / Where used |
|---|
| UGC | University Grants Commission | Governing context for higher education/research |
| NET | National Eligibility Test | Exam name |
| JRF | Junior Research Fellowship | Research fellowship qualification |
| NTA | National Testing Agency | Conducts the NET exam |
| CBT | Computer Based Test | Mode of exam |
| MCQ | Multiple Choice Question | Practice question format |
| PYQ | Previous Year Question | Source for research aptitude patterns |
| PDF | Portable Document Format | Notes/handouts format |
| ICT | Information and Communication Technology | Research tools + data handling support |
Core Concepts of Unit 2
| Shortform | Full Form | Meaning / Where used |
|---|
| RM | Research Methodology | Overall methods/steps in research |
| RQ | Research Question | Main question your study answers |
| RP | Research Problem | Problem statement of the study |
| RL | Review of Literature | Reading past studies to find gaps |
| GAP | Research Gap | Missing area in existing studies |
| OBJ | Objectives | What the research aims to achieve |
| VAR | Variable(s) | Factor that changes/measured in study |
| IV | Independent Variable | Cause/input variable you change/compare |
| DV | Dependent Variable | Outcome variable you measure |
| H0 | Null Hypothesis | “No difference/relationship” assumption |
| H1 | Alternative Hypothesis | “There is difference/relationship” claim |
| POP | Population | Total group you study |
| SS | Sample Size | Number of units selected for study |
| UoA | Unit of Analysis | What exactly is analyzed (person/group/text) |
| Shortform | Full Form | Meaning / Where used |
|---|
| IMRAD | Introduction–Methods–Results–And–Discussion | Standard research paper structure |
| SWOT | Strengths–Weaknesses–Opportunities–Threats | Used in exploratory/strategic analysis |
| PESTLE | Political–Economic–Social–Technological–Legal–Environmental | Macro-environment scanning framework |
| KPI | Key Performance Indicator | Common measurable research/impact indicator |
| Shortform | Full Form | Meaning / Where used |
|---|
| QT | Quantitative Technique | Number-based research approach |
| QL | Qualitative (Research) | Meaning/experience-based approach |
| MM | Mixed Methods | Uses both quantitative + qualitative |
| CS | Case Study | Deep study of one case/unit |
| FG | Focus Group | Group discussion data method |
| IDI | In-Depth Interview | Detailed one-to-one interview method |
| KII | Key Informant Interview | Interview with expert/insider respondent |
| OBS | Observation | Data collection by watching/recording |
| PRA | Participatory Rural Appraisal | Participatory field techniques (common term) |
| Shortform | Full Form | Meaning / Where used |
|---|
| SOP | Statement of Problem | Clear written research problem |
| ToC | Table of Contents | Thesis/report structure element |
| Abstr. | Abstract | Short summary of study |
| Biblio. | Bibliography | List of books/sources |
| Ref. | References | Cited works list |
| Appx. | Appendix | Extra supporting material in report |
| Shortform | Full Form | Meaning / Where used |
|---|
| SRS | Simple Random Sampling | Every unit has equal chance |
| RS | Random Sampling | Broad term for random selection |
| SS (Strat.) | Stratified Sampling | Population divided into strata then sampled |
| SysS | Systematic Sampling | Every k-th unit selected |
| ClS | Cluster Sampling | Select clusters/groups, then units |
| PPS | Probability Proportional to Size | Sampling where bigger clusters get higher chance |
| NSS | Non-probability Sampling | Sampling without known probability |
| CONV | Convenience Sampling | Pick easily available respondents |
| PURP | Purposive Sampling | Pick based on purpose/criteria |
| SNB | Snowball Sampling | Participants refer new participants |
| Shortform | Full Form | Meaning / Where used |
|---|
| NOM | Nominal Scale | Categories only (no order) |
| ORD | Ordinal Scale | Ordered categories |
| INT | Interval Scale | Equal intervals, no true zero |
| RATIO | Ratio Scale | True zero + equal intervals |
| QNR | Questionnaire | Structured set of questions |
| SCH | Schedule | Enumerator-filled tool (in many notes) |
| LIKERT | Likert Scale | Agree–disagree rating scale |
| SEMDIF | Semantic Differential | Bipolar adjective scale |
| Cronbach’s α | Cronbach’s Alpha | Reliability measure for scale items |
| Shortform | Full Form | Meaning / Where used |
|---|
| M | Mean | Average |
| Md | Median | Middle value |
| Mo | Mode | Most frequent value |
| SD | Standard Deviation | Spread of scores |
| SE | Standard Error | Precision of sample estimate |
| df | Degrees of Freedom | Used in test tables/calculations |
| p | p-value | Significance probability |
| α | Alpha (Significance level) | Cut-off like 0.05 |
| β | Beta (Type II error prob.) | Miss detecting a true effect |
| CI | Confidence Interval | Range of likely population value |
| r | Correlation Coefficient | Strength/direction of relation |
| R² | R-squared | Variance explained (regression) |
| Shortform | Full Form | Meaning / Where used |
|---|
| t-test | Student’s t-test | Compare means (small sample common) |
| z-test | Z-test | Mean/proportion test (large sample) |
| χ² | Chi-square Test | Association / goodness of fit |
| ANOVA | Analysis of Variance | Compare 3+ means |
| ANCOVA | Analysis of Covariance | ANOVA with a covariate control |
| HSD | Honestly Significant Difference | Post-hoc test (Tukey HSD) |
| RANOVA | Repeated Measures ANOVA | Same subjects measured multiple times |
| Shortform | Full Form | Meaning / Where used |
|---|
| IPR | Intellectual Property Rights | Rights over creations/innovations |
| Copyright | Copyright | Protects original expression/work |
| Patent | Patent | Protects invention |
| TM | Trade Mark | Protects brand name/logo |
| GI | Geographical Indication | Product linked to place (Darjeeling tea etc.) |
| COI | Conflict of Interest | Must be declared in research |
| IRB | Institutional Review Board | Ethics review body (common term) |
| IEC | Institutional Ethics Committee | Ethics committee term (India common) |
| TRP | Turnitin/Report Percentage | Similarity index context in plagiarism checks |
| DOI | Digital Object Identifier | Permanent identifier for papers |
| ORCID | Open Researcher and Contributor ID | Researcher unique ID |
Referencing, Citation Styles & Scholarly IDs
| Shortform | Full Form | Meaning / Where used |
|---|
| APA | American Psychological Association | Citation/style format |
| MLA | Modern Language Association | Citation/style format |
| IEEE | Institute of Electrical and Electronics Engineers | Citation/style format |
| ISBN | International Standard Book Number | Book identifier |
| ISSN | International Standard Serial Number | Journal identifier |
| URL | Uniform Resource Locator | Web reference link |
| Shortform | Full Form | Meaning / Where used |
|---|
| SPSS | Statistical Package for the Social Sciences | Data analysis software |
| MS Excel | Microsoft Excel | Basic stats + data handling tool |
| PPT | PowerPoint Presentation | Research seminar presentation |
| GIS | Geographic Information System | Spatial data research tool |
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