Research Variables Overview

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Questions and Answers

What is the primary role of a dependent variable in research?

  • To measure the outcomes influenced by independent variables. (correct)
  • To manipulate conditions during the study.
  • To represent a feature that does not change.
  • To ensure controlled factors remain constant.

Which term is not used to refer to a dependent variable?

  • Outcome variable
  • Input variable (correct)
  • Y variable
  • Response variable

Which of the following best describes an independent variable?

  • A variable that is influenced by other factors.
  • A variable that is measured to observe outcomes.
  • A variable that remains constant throughout the study.
  • A variable manipulated by the researcher. (correct)

When plotting data, where is a dependent variable typically located?

<p>On the y-axis of a graph. (C)</p> Signup and view all the answers

In a study, if the amount of sleep is altered to observe changes in a student's test scores, what is the independent variable?

<p>The amount of sleep. (A)</p> Signup and view all the answers

What is a confounding variable?

<p>A variable that can affect both the independent and dependent variables. (B)</p> Signup and view all the answers

In algebraic terms, what does a dependent variable commonly represent?

<p>Left-hand side of the equation. (A)</p> Signup and view all the answers

Which of these is an example of a dependent variable?

<p>The test scores of students. (C)</p> Signup and view all the answers

Which of the following best describes the independent variable in an experiment?

<p>The variable that is changed by the researcher (A)</p> Signup and view all the answers

In the research question 'How does caffeine affect hunger?', what is the dependent variable?

<p>Amount of hunger experienced (D)</p> Signup and view all the answers

Which type of variable is controlled to remain constant throughout an experiment?

<p>Control variable (A)</p> Signup and view all the answers

In the context of the relationship between ice cream sales and crime rates, what is the confounding variable?

<p>Temperature (B)</p> Signup and view all the answers

What does the term 'extraneous variable' refer to?

<p>A variable that influences the dependent variable but is not of primary interest (A)</p> Signup and view all the answers

Which of the following is an example of a control variable?

<p>The temperature of the environment in a plant growth study (B)</p> Signup and view all the answers

Flashcards

Dependent Variable

A variable in an experiment being measured and observed to study changes in response to manipulations of other variables.

Independent Variable

A variable that is manipulated or controlled by the researcher in an experiment.

Confounding Variables

Variables that might influence the relationship between the independent and dependent variables, but are not the focus of the study.

Controlled Variables

Variables that are kept constant or controlled to minimize their influence on the relationship between the independent and dependent variables.

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What is a variable in research?

In research, a variable represents a feature or characteristic that can change or vary, influencing or reflecting a relationship or outcome.

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Moderator Variable

A variable that affects the strength or direction of the relationship between an independent and dependent variable.

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Extraneous Variables

Variables that are not directly controlled or manipulated by the researcher but can influence the dependent variable.

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What's the main purpose of a research study?

The main purpose of a research study is to determine how different variables relate to or affect each other.

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Independent Variable (IV)

The independent variable is a factor that is deliberately manipulated or changed by the researcher in an experiment. It is expected to have a direct influence on the dependent variable.

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Dependent Variable (DV)

The dependent variable is the factor that is measured or observed in an experiment. It is expected to change in response to the manipulations of the independent variable.

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Control Variable

A control variable is a factor that is kept constant throughout an experiment to ensure that any observed changes in the dependent variable are due to the independent variable. This helps to eliminate the influence of other potential factors.

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Demand Characteristics

Demand characteristics are any clues or cues in the experimental environment that might unintentionally influence participants' behavior. This can lead to biased results if participants act in a way they believe they are expected to.

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Experimenter Effect

The experimenter effect is a bias that can arise when the experimenter's expectations or actions unintentionally influence the participants' behavior or the results of the study.

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Study Notes

Variables in Research

  • Variables are features that can change and potentially influence or reflect relationships/outcomes. Examples include time, object use, or sample member features.

Independent and Dependent Variables

  • Independent Variables: Controlled or manipulated by the researcher to determine their relationship to a dependent variable. They are often the "cause" in a study. Examples include age, amount of caffeine, or music exposure.
  • Dependent Variables: Measured to assess the effect of independent variables; they show the outcome or response. Examples include test scores, hunger levels, or reading abilities.
    • Also called response variables, outcome variables, or left-hand-side variables. (Y variable in equations)

Other Types of Variables

  • Confounding Variables (Third Variables): Unintended variables that affect the dependent variable in addition to the independent variable. These can lead to misinterpreting the relationship. Example: ice cream sales and crime rates (temperature is the confounding variable).
  • Extraneous Variables: Variables that might weaken the relationship between independent and dependent variables.
    • Examples include demand characteristics (participant behavior clues in the experiment), experimenter effect (clues influencing results), and situational variables (room temperature, noise level).
  • Control Variables: Variables kept constant across study conditions. This strengthens results by preventing them from becoming confounding variables. Example: keeping water/soil type the same in a plant growth experiment.
  • Moderator Variables: Variables that change the strength of the relationship between the independent and dependent variables. Example: student health in a study on study time and test scores. Examples can be categorical or quantitative..

Comparing Variables

Research Topic Independent Variable Dependent Variable
All Research Topics Manipulated by researcher Measured by researcher
All Research Topics What is being changed What is changing in response
Plants grow faster in warmer temperatures Temperature Plant Growth
To what extent does traffic affect a person's mood? Traffic Mood
People walk slower after drinking coffee. Drinking Coffee Walking Speed

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