Research Design for Underlying Theoretical Structures
The core task is to identify underlying theoretical structures within a construct. This involves exploring relationships among observed variables to uncover latent factors.
Analysis of Options
- Linear Regression: Primarily used for predicting a dependent variable from one or more independent variables. It does not focus on uncovering latent structures.
- Analysis of Variance (ANOVA): Compares the means of two or more groups. It is used to test hypotheses about group differences, not to find underlying structures.
- Exploratory Factor Analysis (EFA): This statistical technique is specifically designed to identify underlying dimensions (factors or structures) among a set of observed variables. It helps researchers explore and discover the theoretical structure of a construct when it is not clearly defined.
- Confirmatory Factor Analysis (CFA): This technique tests whether a pre-specified factor structure fits the observed data. It is used to confirm a known structure, not to explore or discover a new one.
Since the researcher was "looking for" underlying theoretical structures, implying an exploratory approach rather than testing a pre-defined model, Exploratory Factor Analysis is the appropriate design.
Conclusion
The research design used to look for underlying theoretical structures in a construct is Exploratory factor analysis.
Important Questions from Research Designs
On the basis of the procedure of inquiry, which of the following are types of case study?
A. Intrinsic case study
B. Descriptive case study
C. Evaluative case study
D. Instrumental case study
E. Interpretative case study
Choose the most appropriate answer from the options given below:
Which of the following studies is used for clinical analysis?
- Match List - I with List - II :
List - I List - II A. Study of the life style of Indian people between 1900 to 1947 I. Descriptive research B. Testing significance of difference between job satisfaction of government and non-government employees II. Ethnographic research C. Study of effectiveness of Yoga exercises on mental health of policemen III. Historical research D. Study of nomadic people's perception regarding their life in real situation IV. Experimental research
Choose the correct answer from the options given below: What would be the correct sequence while developing a robust questionnaire ?
A. Curricular Validity
B. Confirmatory Factor Analysis
C. Item Discrimination Index
D. Exploratory Factor Analysis
E. Norm development
Choose the correct answer from the options given below:
What are true from the following about Factorial Design ?
A. There are more than one dependent variable.
B. There are more than one independent variable.
C. Dependent variable is continuous in nature.
D. Independent variable is continuous in nature.
E. Factors are extracted through factor loadings.
Choose the correct answer from the options given below :
