Unit 3: Collecting Data Flashcards
No formulas js memorize concepts :)
experimental unit
individuals or people in the study
explanatory variable
The variable that the researchers manipulate for observation
(think: independent variable!)
response variable
The variable being measured or observed in response to changes made to explanatory variables
(think: dependent variable!)
4 principles to any good experiment
- Comparison
- Random assignments
- Direct Control of potential confounding variables (external influences)
- Replication
Comparison
At the very minimum, an experiment must have 2 treatments
Random Assignments
Which experimental units receive what treatment must be random. This takes out most potential confounding variables.
Direct Control
Ensuring that confounding variables are the same throughout the samples
Replication
Having as many subjects in the treatment groups as possible
Three experimental designs
- Completely random
- Randomized block design
- Matched pair
Completely random design
Between two groups, everything must be the same except the variable you’re changing
Randomized block design
Separating groups based on certain attributes
(different concept from stratified sampling!)
Matched pair design
Pairs of two individuals with similar attributes and only one individual of the pair gets the experiment
statistical inference
using data from a sample to make a judgement
statistically significant results
statistically significan suggests that the difference or relationship found in the data reflects a true pattern rather than random variation