Match the types of research in List I with the features in List II. List I Types of research List II Features Choose the correct answer from the options given belows:a) Exploratory i) Quantitative and qualitative data are gathered and integrated b) Cross-sectional ii) Qualitative data is gathered first and the same predominate later c) Explanatory iii) Retrospective analysis of history of a unit d) Triangulation iv) Quantitative data is gathered first and the same predominates later e) Longitudinal v) Macro level analysis attempted for the data
a-ii, b-v, c-iv, d-i, e-iii
Understanding Different Types of Research
This question asks us to match various types of research methodologies with their distinguishing features. Let's analyze each research type and its corresponding feature as per the correct matching provided.
Analyzing the Research Types and Features
We need to connect each type of research from List I with the most appropriate feature from List II based on the given correct answer.
- a) Exploratory Research: The correct answer matches this with feature (ii) "Qualitative data is gathered first and the same predominate later". Exploratory research is often conducted when a problem is not well-defined. It aims to explore the topic or issue in depth. Qualitative methods like interviews, focus groups, or case studies are commonly used in the initial stages to gain understanding and generate hypotheses.
- b) Cross-sectional Research: This is matched with feature (v) "Macro level analysis attempted for the data". Cross-sectional research involves collecting data from a diverse group of subjects or units at a single point in time. This data often allows for a broad overview or macro-level analysis of phenomena across different categories or populations.
- c) Explanatory Research: The matching indicates feature (iv) "Quantitative data is gathered first and the same predominates later" for explanatory research. Explanatory research aims to explain the relationship between variables. It often starts with hypotheses and uses quantitative methods to collect data (like surveys with numerical scales, experiments) to test these relationships and draw conclusions. Quantitative analysis is central to determining cause-and-effect or correlational links.
- d) Triangulation: This is matched with feature (i) "Quantitative and qualitative data are gathered and integrated". Triangulation in research involves using multiple methods, data sources, researchers, or theories to study the same phenomenon. Methodological triangulation often involves combining qualitative and quantitative approaches to get a more comprehensive understanding.
- e) Longitudinal Research: The provided match is with feature (iii) "Retrospective analysis of history of a unit". Longitudinal research involves studying the same subjects or phenomena over an extended period, collecting data at multiple points in time. While often involving prospective data collection, some longitudinal studies or analyses within them can involve looking back at data collected over time for a specific unit (like an individual, organization, etc.), effectively analyzing its history as recorded by the repeated measurements.
Summarizing the Correct Matches
Based on the analysis according to the provided correct answer, the matches are:
| List I (Research Type) | List II (Feature) | Match |
|---|---|---|
| a) Exploratory | ii) Qualitative data is gathered first and the same predominate later | a-ii |
| b) Cross-sectional | v) Macro level analysis attempted for the data | b-v |
| c) Explanatory | iv) Quantitative data is gathered first and the same predominates later | c-iv |
| d) Triangulation | i) Quantitative and qualitative data are gathered and integrated | d-i |
| e) Longitudinal | iii) Retrospective analysis of history of a unit | e-iii |
Comparing this summary with the given options, the correct answer corresponds to option 2.
Revision Table: Research Types and Features
| Research Type | Key Feature | Purpose |
|---|---|---|
| Exploratory | Often starts qualitative, aims to understand uncharted areas. | To explore a topic, gain insights, formulate hypotheses. |
| Cross-sectional | Data collected at one point in time across many subjects/units. Often macro-level. | To describe characteristics of a population at a specific time. |
| Explanatory | Often starts quantitative, aims to determine cause-and-effect or relationships. | To explain relationships between variables. |
| Triangulation | Combines different methods (e.g., quantitative & qualitative data) or sources. | To enhance validity and reliability of findings. |
| Longitudinal | Data collected over time from the same subjects or units. Can involve analyzing patterns/history. | To study changes and developments over time. |
Additional Information on Research Methodologies
Research methodologies are the frameworks and procedures used to collect and analyze data. Choosing the right method depends heavily on the research question and objectives.
- Qualitative Data: Deals with descriptions; data can be observed but not easily measured numerically (e.g., interviews, focus groups, observations). It explores underlying reasons, opinions, and motivations.
- Quantitative Data: Deals with numbers; data can be measured and expressed numerically (e.g., surveys with scales, experiments). It is used to quantify the problem by way of generating numerical data or data that can be transformed into usable statistics.
- Integrating Data: Combining qualitative and quantitative data (as in triangulation) provides a more holistic understanding of a research problem, leveraging the strengths of both approaches.
- Levels of Analysis: Micro-level analysis focuses on individual interactions or specific units, while macro-level analysis examines broader patterns, systems, or large populations, often at a societal scale. Cross-sectional studies, due to their scope, can be suitable for macro-level analysis.
Important Questions from Types of Research - Teaching
Match List I with List II :
List I
Methods of research
List II
Features emphasized
(A)
Experimental
(I)
Primary and secondary sources tapped with emphasis on internal criticism
(B)
ExPost Facto
(II)
Status of facts and conditions are ascertained
(C)
Descriptive
(III)
A variable is manipulated to see its effect on other variable
(D)
Historical
(IV)
The differences are noted and facts causal or otherwise are determined
Choose the correct answer from the options given below :
Match List I with List II
List I
List II
Research Types
Goal of Research
(A) Fundamental Research
(I) Appraising impact of interventions
(B) Applied Research
(II) Amelioration of a given situation
(C) Action of Research
(III) Exploring applicability of already established principles
(D) Evaluative Research
(IV) Advancing the corpus of knowledge in a field
Choose the correct answer from the options given below:
Match List I with List II
List I
List II
A.
Ex post facto Research
I.
Finding a solution for an immediate problem facing a society or an industrial/business organisation
B.
Applied Research
II.
Related to some abstract idea(s) or theory
C.
Conceptual Research
III.
Development of hypotheses rather than their testing
D.
Exploratory Research
IV.
No control over variables, reports only what has happened or what is happening
Choose the correct answer from the options given below:
Hypothesis testing which results into either affirmation or disaffirmation is the explicit concern in which methods of research?
(A) Descriptive method
(B) Experimental method
(C) Ex Post Facto method
(D) Historical method
(E) Exegetical method
Choose the correct answer from the options given below :
When the independent variable is explored rather than manipulated, to observe the effect on dependent variable, the method of research is called.
