List I List II A. A sampling technique that involves ensuring that the sample is like the population on certain characteristics but uses convenience sampling to obtain the participants I. Stratified random sampling B. A sampling technique designed to ensure that the subgroups are fairly represented II. Cluster Sampling C. A sampling technique in which participants are obtained whenever they can be found for the researcher III. Quota sampling D. A sampling technique in which group of participants that represent the population are used IV. Convenience sampling
Choose the correct answer from the options given below:
a-iii, b-i, c-iv, d-ii
Matching Sampling Techniques: List I and List II
This solution provides the correct matching between sampling techniques described in List I and their definitions in List II.
Analyzing Sampling Technique Descriptions
- Item A: This technique matches sample characteristics to population characteristics but uses non-random methods (convenience) for selection. This is characteristic of Quota sampling (III).
- Item B: The primary goal is to ensure that different subgroups within the population are adequately represented in the sample. This definition perfectly fits Stratified random sampling (I).
- Item C: This method involves recruiting participants simply because they are readily available and easy to access. This describes Convenience sampling (IV).
- Item D: The description mentions using a group or cluster of participants presumed to represent the population. This aligns with Cluster sampling (II), where entire groups are sampled.
Final Correct Matching
Based on the analysis:
- A corresponds to III (Quota sampling)
- B corresponds to I (Stratified random sampling)
- C corresponds to IV (Convenience sampling)
- D corresponds to II (Cluster sampling)
The correct option combines these matches as a-iii, b-i, c-iv, d-ii.
Important Questions from Methods of sampling - Teaching
- Which of the following holds true to probability sampling in any research design?
A. Every item of the universe has equal chance of inclusion
B. There is always the danger of bias
C. Sample has same composition and characteristic as that of universe
D. Sample selection is based on researcher's convenience
E. Individual units can be selected by lottery method
Choose the most appropriate answer from the options given below : - Given below are two statements: one is labelled as Assertion A and the other is labelled as Reason R
Assertion A: Probability sampling is appropriate for quantitative research.
Reason R: Probability sampling helps in reducing bias in the selection of samples.
In the light of the above statements, choose the most appropriate answer from the options given below - The equiprobability of selection to every unit in a universe refers to _________
- In case study research the most common form of sampling is -
Arrange the following steps of Sampling Design Process in correct order :
A. Determine the sample size
B. Select a sampling technique
C. Selection of sampling frame
D. Target Population definitions
Choose the correct answer from the options given below :
