Asked by Michael Morrison on May 06, 2024
Verified
In order to help ensure generalizability,which of the following should be TRUE about your sample?
A) It is small.
B) It is large.
C) It is representative.
D) It is nonrepresentative.
Generalizability
The extent to which findings from a study can be applied to larger populations or different contexts outside the study conditions.
Representative Sample
A subset of a population that closely reflects the characteristics of the entire population.
Nonrepresentative
Referring to a sample that does not adequately reflect the broader population's characteristics.
- Understand the principle of sampling and the process of generalizing from a sample to a population.
- Acknowledge the significance of having a representative sample to ensure generalizability.
Verified Answer
BJ
Brittany JamilethMay 12, 2024
Final Answer :
C
Explanation :
A representative sample is one that accurately reflects the characteristics of the population from which it is drawn, and thus provides a basis for generalizing the findings to that population. A larger sample size may improve the precision of estimates but it does not necessarily ensure generalizability. A small or nonrepresentative sample may lead to biased estimates and limit the ability to generalize findings to other populations.
Learning Objectives
- Understand the principle of sampling and the process of generalizing from a sample to a population.
- Acknowledge the significance of having a representative sample to ensure generalizability.