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 :
Understanding the Sampling Design Process Steps
The Sampling Design Process involves several key steps taken sequentially to ensure a representative sample is selected for a study. Here's a breakdown:
- D. Target Population definitions: This is the initial step where the specific group of individuals or items possessing the desired characteristics for the research is clearly defined.
- C. Selection of sampling frame: A sampling frame is a list or source from which the sample is actually drawn. It should ideally represent the target population.
- B. Select a sampling technique: Based on the research goals, population characteristics, and available resources, a method for selecting the sample (e.g., probability or non-probability) is chosen.
- A. Determine the sample size: After defining the population, selecting the frame, and choosing the technique, the appropriate number of subjects or items needed for the sample is calculated.
Ordering the Sampling Design Process
Following the logical flow of research design, the steps should be arranged as follows:
- D. Target Population definitions
- C. Selection of sampling frame
- B. Select a sampling technique
- A. Determine the sample size
This sequence represents the standard approach to designing a sampling strategy. Therefore, the correct order is D, C, B, A.
The correct answer is Option 2.
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 -
Which of the following statements are true in the context of sampling ?
A. Purposive sampling is probability sampling
B. Snowball sampling is based upon sociometry
C. 'G' power is used to estimate sample size
D. Sampling error increases with sample size
E. Standard deviation of sampling distribution is sampling error
Choose the correct answer from the options given below :
