Anonymity
When the names of individuals participating in a study are not known even to the director of the study
Block
A group of experimental units that are known before the experiment to be similar in some way that is expected to affect the response to the treatments
Control
An important experimental design principle. Researchers should control for lurking variables that might affect the response by using comparative design and ensuring that the only systematic difference between the groups is the treatment administered.
Control Group
An experimental group whose primary purpose is to provide a baseline for comparing the effects of the other treatments. Depending on the purpose of the experiment, a control group may be given a placebo or an inactive treatment.
Double-blind
An experiment in which neither the subjects nor those who interact with them and measure the response variable know which treatment the subject received.
Experiment
Deliberately imposes some treatment on individuals to measure their responses.
Experimental Units
The smallest collection of individuals to which treatments are applied.
Explanatory variable
A variable that helps explain or influences changes in a response variable
Factor
The explanatory variables in an experiment are often called factors.
Inference about cause and effect
Using the results of an experiment to conclude that the treatments caused the difference in responses. Requires a well-designed experiment in which the treatments are randomly assigned to the experimental units.
Level
A specific value of an explanatory variable (factor) in an experiment
Lurking variable
A variable that is not among the explanatory or response variables in a study but that may influence the response variable
Observational study
Observes individuals and measures variables of interest but does not attempt to influence the responses
Placebo
An inactive (fake) treatment
Placebo effect
Describes the fact that some subjects respond favorably to any treatment, even and inactive one (placebo)
Randomized block design
Start by forming blocks consisting of individuals that are similar in some way that is important to the response. Random assignment of treatment is then carried out separately within each block.
Replication
An important experimental design principle. Use enough experimental units in each group so that any differences in the effects of the treatments can be distinguished from chance differences between the groups.
Response variable
A variable that measures an outcome of a study
Subjects
Experimental units that are human beings
Treatment
A specific condition applied to the individuals in an experiment. If an experiment has several explanatory variables, a treatment is a combination of specific values of these variables.