WorksheetsPopulation and Sampling for Quantitative Research
Total questions: 16
Worksheet time: 4mins
What are the two main types of sampling methods discussed in the text?
Qualitative and quantitative sampling
Quasi-Experimental and True Experimental
Probability and non-probability sampling
Exploratory and evaluation sampling
Why do quantitative researchers tend to rely on probability sampling techniques?
Because they are easier to conduct
Because they provide more accurate results
Because they are cheaper
Because they are preferred by government agencies
What is a sample in the context of research?
The entire population under study
A subset of a larger population
The individuals who refuse to participate in the study
The researchers conducting the study
Why is it important for researchers to mention the sampling method in their manuscripts?
To satisfy journal requirements
To confuse readers
To assess the validity and generalizability of results
To increase the word count
What is the definition of population in sampling terminology?
A group of researchers
A subset of a sample
Any complete group sharing common characteristics
A specific demographic within a sample
Which term refers to "a smaller (but hopefully representative) collection of units from a population used to determine truths about that population"?
Sample
Population
Observation
Experiment
What is the primary purpose of sampling in research?
To increase the cost of research
To draw inferences about a population
To confuse the researcher
To decrease the accuracy of results
Which sampling method is based on chance events?
Non-probability
Purposive sampling
Probability sampling
Quota sampling
What is sampling design?
The size of the sample
The procedure used for selecting items from the population
The location where the sample is collected
The analysis of the sample data
Which of the following is NOT a type of probability sampling?
Simple random sample
Convenience sample
Stratified random sample
Cluster sampling
In what circumstance might a researcher use random sampling?
When they want to select a biased sample
When they want to understand an issue in greater detail for one population
When they want to control the sample selection process completely
When they want to use non-probability sampling techniques
What term refers to the statistical procedure of selecting individual observations from a target population?
Sampling design
Population selection
Randomization
Sampling method
Which sampling method relies on the researcher's choice and the availability of the population?
Random sampling
Stratified sampling
Convenience sampling
Cluster sampling
What is the primary reason for mentioning the sampling method in a research paper?
To increase the complexity of the paper
To satisfy journal requirements
The assess effectiveness of the study design
To confuse readers
What is the main goal of sampling in research?
To ensure every individual in the population is included
To minimize the cost of data collection
To draw accurate conclusions about the population
To make the research process more complicated
Which sampling method involves dividing the population into subgroups and then randomly selecting individuals from each subgroup?
Convenience sampling
Purposive sampling
Stratified sampling
Snowball sampling
