Methods Of Collecting Data Flashcards
Why are complete censuses impractical
Time
Cost
Carelessness
Census
A complete enumeration of an entire population
But still not completely reliable
Goal of a sample
Gain info without disturbing or changing the entire population
_________ are later undertaken to demonstrate relationships suggested by samples
Controlled experiments
______ makes info impossible to obtain
Bias
Main technique to avoid bias
Randomness
Critical for representative data
Sample size, NOT percentage of the population
Double blind experiment
Neither the patient nor the administrator knows the difference between the experiment and control groups
Critical principles behind good experimental design
- Control- conditions should be as similar as possible
- Blocking- subjects can be divided into representative groups
- Randomization
- Replication- needs to be repeated for suffice not data
- Generalizability- ability to repeat the experiment in a variety of settings
Is it easier to conclude cause-and-effect relationships in experiments or observational studies?
Experiments
Observational studies on the impact of some variable on another variable often fail because….
Explanatory variables are confounded with other variables
Parameters
Estimated population characteristics
Experiments involve….
Applying a treatment to one or more groups and observing responses
Are sample surveys observational studies, experiments, or both?
Observational studies
Who selects which groups people are placed in for experiments and observational studies?
Experiments: researchers
Observational studies: participants