When There Is Variability That Is Extraneous To The Independent Variable?

by | Last updated on January 24, 2024

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When we conduct experiments there are other variables that can affect our results, if we do not control them. Extraneous variables are all variables , which are not the independent variable, but could affect the results of the experiment.

Does the extraneous variable affect the independent variable?

When we conduct experiments there are other variables that can affect our results, if we do not control them. Extraneous variables are all variables , which are not the independent variable, but could affect the results of the experiment.

When an extraneous variable systematically varies with the independent variable?

When an experiment has one independent variable that is manipulated to produce more than two conditions. An extraneous variable that varies systematically with the independent variable, and thus confuses the effect of the independent variable with the effect of the extraneous one.

What do you think will happen if extraneous variables are left unattended?

In an experiment, an extraneous variable is any variable that you’re not investigating that can potentially affect the outcomes of your research study. If left uncontrolled, extraneous variables can lead to inaccurate conclusions about the relationship between independent and dependent variables .

What is independent dependent and extraneous variables?

The dependent variable is the variable a researcher is interested in. An independent variable is a variable believed to affect the dependent variable. ... Extraneous variables are defined as any variable other than the independent and dependent variable . Control variables are variables that are kept the same in each trial.

How do you manipulate independent variables?

Again, to manipulate an independent variable means to change its level systematically so that different groups of participants are exposed to different levels of that variable, or the same group of participants is exposed to different levels at different times.

What are the 5 types of variables?

There are different types of variables and having their influence differently in a study viz. Independent & dependent variables, Active and attribute variables, Continuous, discrete and categorical variable, Extraneous variables and Demographic variables .

What is the most effective method of controlling extraneous variables?

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).

How do you control nuisance variables?

  1. Blocking: if your variable is known and controllable, you can add it to your experimental design as another independent variable.
  2. 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 a reason for using staged manipulation?

Staged manipulations are most frequently used for two reasons. First, the researcher may be trying to create some psychological state in the participants , such as frustration, anger, or a temporary lowering of self-esteem.

How can you minimize the effects of extraneous variables?

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. If random sampling isn’t used, the effect that an extraneous variable can have on the study results become a lot more of a concern.

How do you get rid of extraneous variables?

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.

Is age an extraneous variable?

These variables include age, gender, health status, mood, background, etc. ... Experimental variables are characteristics of the persons conducting the experiment which might influence how a person behaves.

What are 3 types of variables?

These changing quantities are called variables. A variable is any factor, trait, or condition that can exist in differing amounts or types. An experiment usually has three kinds of variables: independent, dependent, and controlled .

How do you identify independent and dependent variables?

You can think of independent and dependent variables in terms of cause and effect: an independent variable is the variable you think is the cause, while a dependent variable is the effect. In an experiment , you manipulate the independent variable and measure the outcome in the dependent variable.

What is the relationship between an independent and a dependent variable?

The idea is that one variable is the effect of another variable or, to say it another way, that one variable precedes and/or causes another. The dependent variable is the variable to be explained (the ‘effect”). The independent variable is the variable expected to account for (the “cause” of) the dependent variable.

Charlene Dyck
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Charlene Dyck
Charlene is a software developer and technology expert with a degree in computer science. She has worked for major tech companies and has a keen understanding of how computers and electronics work. Sarah is also an advocate for digital privacy and security.