Lesson 06: Data Sampling Methods

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13 Questions

What is the purpose of a sampling frame?

To list the members of the population for generalization

Which term is used to represent the entire group in research?

Population

What does sample unit denote in the context of research?

The individuals in the population

According to Babbie (2016), what factor should a researcher consider when selecting respondents for a study?

Representativeness of the sample

What does sample size refer to in research?

Determining the appropriate sample size

What is the main purpose of sampling in research?

To acquire representatives of a certain population

What is the acceptable degree of representativeness of samples according to the text?

0.05 level

Which sampling method relies on pure chance for the selection of respondents?

Simple-random Sampling

What is the purpose of stratified sampling?

To subdivide the sample into sub-groups during data analysis

What is the major advantage of cluster sampling?

Allows for effective study across sub-groups

Why is bias considered one of the leading factors that can cause sampling errors?

It affects the representativeness of samples

What does non-probability sampling use for selecting samples?

Pre-selected samples

In which type of sampling technique are sample members chosen according to a random starting point and a fixed, periodic interval?

Systematic Sampling

Learn about the methods of acquiring representatives of a population to determine parameters of the whole group. Understand terms like population, sample, and sampling frame in research.

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