- Randomization: In this approach, treatments are randomly assigned to the experimental groups. …
- Matching: Another important technique is to match the different groups of confounding variables.
Which method of controlling extraneous variables is the most effective?
Control Through Sampling As discussed previously,
random sampling
is often the best approach to obtain a representative sample. Random sampling not only controls several extraneous variables, it also allows us to generalize to a given population (increases external validity).
What methods are used to control extraneous factors?
Extraneous variables should be controlled if possible. One way to control extraneous variables is with
random sampling
. Random sampling does not eliminate any extraneous variable, it only ensures it is equal between all groups.
What are extraneous variables and how can you control it?
An
extraneous variable is eliminated
, for example, if background noise that might reduce the audibility of speech is removed. Unknown extraneous variables can be controlled by randomization. Randomization ensures that the expected values of the extraneous variables are identical under different conditions.
What is statistical control of extraneous variables?
Statistically controlling for extraneous variables is
an option for removing the influence of the variable on the study of program results
. Evaluators need to collect data on the extraneous variables, as well as the independent and dependent variables for analysis.
What are the types of extraneous variables?
- Situational Variables. These are aspects of the environment that might affect the participant’s behavior, e.g. noise, temperature, lighting conditions, etc. …
- Participant / Person Variable. …
- Experimenter / Investigator Effects. …
- Demand Characteristics.
How can variables be controlled?
Variables may be
controlled directly by holding them constant throughout a study
(e.g., by controlling the room temperature in an experiment), or they may be controlled indirectly through methods like randomization or statistical control (e.g., to account for participant characteristics like age in statistical tests).
How do you control nuisance variables?
- Blocking: if your variable is known and controllable, you can add it to your experimental design as another independent variable.
- Statistical control: if your variable is known but not controllable by blocking, use ANCOVA or partial correlation to hold the unwanted variable constant.
What is the most effective method of controlling extraneous variables quizlet?
Techniques for controlling subject characteristics include homogeneity (restricting participants to reduce variability on confounding variables); matching (deliberately making groups comparable on some extraneous variables); statistical procedures; and
randomization
—the most effective method because it controls all …
What is a common way of controlling extraneous variables in an experiment?
One way to control extraneous variables is
to hold them constant
. This technique can mean holding situation or task variables constant by testing all participants in the same location, giving them identical instructions, treating them in the same way, and so on. It can also mean holding participant variables constant.
What is an example of extraneous variable?
For example, if a participant is taking a test in a chilly room,
the temperature
would be considered an extraneous variable. Some participants may not be affected by the cold, but others might be distracted or annoyed by the temperature of the room.
What is extraneous variable explain with example?
An extraneous variable is any variable you’re not interested in studying that could also have some effect on the dependent variable. … For example, we might want to know
how the number of hours that a basketball player trains per week affects their average points per game
.
Is age an extraneous variable?
Extraneous variables are variables other than the independent variable that may bear any effect on the behaviour of the subject being studied. These variables include age, gender, health status, mood, background, etc. …
What are 3 control variables?
An experiment usually has three kinds of variables:
independent, dependent, and controlled
.
What is a controlled variable example?
Examples of Controlled Variables
Temperature is
a much common type of controlled variable. Because if the temperature is held constant during an experiment, it is controlled. Some other examples of controlled variables could be the amount of light or constant humidity or duration of an experiment etc.
What are the uses of extraneous variable?
Why do extraneous variables matter? Extraneous variables can
threaten the internal validity of your study by providing alternative explanations for your results
. In an experiment, you manipulate an independent variable to study its effects on a dependent variable.
