A. What is the appropriate sampling method?
B. What are the parameters of interest?
C. What size sample is needed?
D. What is the target population?
E. What is the sampling frame?
Choose the correct answer from the options given below:
Sampling Design Steps Ordered Logically
To effectively design a sampling strategy, the steps should be addressed in a logical sequence, answering key questions about the research context. Here's the correct order:
- D. What is the target population? This is the primary step, defining the entire group of individuals or items that the research aims to study or generalize about.
- B. What are the parameters of interest? Next, identify the specific characteristics or variables you intend to measure or analyze within the target population.
- E. What is the sampling frame? Determine the practical source or list from which the sample will actually be drawn. This frame should ideally represent the target population.
- A. What is the appropriate sampling method? Choose the technique (e.g., random, stratified, cluster, convenience) that will be used to select individuals from the sampling frame.
- C. What size sample is needed? Finally, calculate or decide the required number of participants or observations for the sample, considering factors like desired precision and resources.
Therefore, the correct sequence reflecting these questions is D, B, E, A, C.
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 :
