Chapter 16 Flashcards
What are the four different types of populations that must be considered when preparing to collect data?
1) Target population: The broadest group to which the results of the study should be applicable
2) Source population (sampling frame): Well-defined subset of individuals from the target population
3) Sample population: Individuals from the source population who are invited to participate in the research project
4) Study population: The eligible members of the sample population who consent to participate in the study
A well-defined study question identifies what?
A target population to which the results of the study should apply.
Ideally, the source population consists of:
An enumerated list of population members. {Number of individuals in the source population can be counted}
If the source population is small and every person listed can be asked to participate, then:
The source population is the same as the sample population
What does a population-based study use?
A random sampling method to generate a sample population that is representative of some well-defined larger population
What type of sampling is usually the preferred option for producing a sample population similar to the source population?
Probability-based sampling
What is a convenience population?
A non-probability-based selection based on the ease of access to these populations.
What is the issue with convenient sample population?
They are usually different from the target and source populations they are intended to represent.
No matter which sampling method is used, the goal is:
To end up with a sample population that is representative of the source population and target population
What is the non-random sampling bias?
{For random sampling} Occurs if each individual in the source population does not have an equal chance of being selected for the sample population.
What is the ascertainment bias?
{For convenience sampling} occurs if the convenience sample is not representative of the source population.
These two sampling biases (and others) can be eliminated or minimized by:
Careful planning
The study population will consist of the members of the sample population who:
1) Can be located
2) Consent to participation
3) Meet all eligibility criteria
A low response rate may result in which kind of bias?
Nonresponse bias: The members of the sample population who agree to be in the study are systematically different from non-participants
A less than 100% participation rate is usually not a problem as long as the researcher:
1) Uses acceptable and carefully explained sampling methods
2) Takes appropriate steps to maximize the participation rate
3) Recruits an adequately large sample size
4) Reports the number of potential participants at each stage