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Manipulates variables and using control groups to determine cause-and-effect relationships.
Experimental Research Design
These are the simplest forms of experiments. There is no control group, so they’re often less reliable for determining causality.
Pre-Experimental Design
Involves one group that receives a treatment, and then is observed/measured afterward.
One-Shot Case Study
Example: A class watches a documentary, then takes a test to see what they learned (no pre-test or comparison group).
Example of One-Shot Case Study
A single group is tested before and after the treatment.
One Group Pre-Test and Post-Test Design
Example: A class takes a quiz, receives a lesson, then takes the quiz again to measure improvement.
Example of One Group Pre-Test and Post-Test Design
These involve comparing groups, but without random assignment. They're more reliable than pre-experimental but still have limitations.
Quasi-Experimental Design
Compares two or more groups where participants are not randomly assigned.
Non-Equivalent Groups Design
Example: Comparing test scores of two different classes taught using different methods.
Example of Non-Equivalent Groups Design
A single group is measured multiple times before and after a treatment.
Time Series Design
Example: A class takes several quizzes over time, receives a new teaching method, then continues taking quizzes to observe trends.
Example of Time Series Design
These involve random assignment of participants to control and experimental groups, allowing for stronger conclusions about cause and effect.
True-Experimental Designs
Participants are randomly assigned. Both groups take a pre-test. One receives the treatment, the other doesn’t. Then both take a post-test.
Pre-Test/Post-Test Control Group Design
Example: Two randomly selected classes take a pre-test, one gets a new teaching strategy, then both take a post-test.
Example of Pre-Test/Post-Test Control Group Design
Participants are randomly assigned to groups. Only post-tests are given after treatment.
Post-Test Only Control Group Design
Example: Two groups are randomly selected, one receives a treatment, then both take the same test.
Example of Post-Test Only Control Group Design
These involve no manipulation of variables. Researchers observe and analyze what already exists.
Non-Experimental Research Design
Collects data from a large number of people using questionnaires or interviews.
Survey
Example: A school-wide survey on students’ study habits.
Example of Survey
Measures the relationship between two variables without determining cause and effect.
Correlation
Example: Studying the link between hours of sleep and academic performance.
Example of Correlation
Compares two or more groups to determine if there's a significant difference between them—without manipulation or control.
Difference
Example: Comparing the math grades of male and female students.
Example of Difference
2 Types of Quantitative Research Design
Experimental
Non-Experimental
3 Types of Experimental Research Design
Pre-Experimental
Quasi-Experimental
True-Experimental
2 Types of Pre-Experimental Design
One-Shot Case Study
One Group Pre-Test and Post-Test Design
2 Types of Quasi-Experimental Design
Non-Equivalent Groups Design
Time Series Design
2 Types of True-Experimental Design
Pre-Test/Post-Test Control Group Design
Post-Test Only Control Group Design
3 Types of Non-Experimental Research Design
Survey
Correlational
Difference