Understanding Variables in Research
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Questions and Answers

What is a strategy to control participant communication in an experiment?

  • Give participants direct instructions
  • Use double-blind procedures
  • Conduct research in a favorable environment
  • Keep the groups separate (correct)

Which method helps counteract participants' biases about the experiment's purpose?

  • Allow participants to suggest the study's purpose
  • Provide thorough explanations to participants
  • Engage participants with extensive discussions
  • Use deception or disguise the study's true aim (correct)

How can researchers address issues resulting from measurement instruments?

  • Use instruments suitable for the score range (correct)
  • Incorporate subjective assessments
  • Replace instruments with qualitative methods
  • Simplify the scoring process

Which approach is essential for mitigating bias from experimenter expectations?

<p>Double-blind procedure (D)</p> Signup and view all the answers

What can be done to enhance the technical aspects of a study?

<p>Obtain necessary resources and technology (D)</p> Signup and view all the answers

What defines a dependent variable in research?

<p>It is the variable that changes based on the independent variable. (B)</p> Signup and view all the answers

Which of the following is an example of an intervening variable?

<p>Participants' stress levels influencing test scores. (A)</p> Signup and view all the answers

Which criterion is NOT a consideration when selecting a research problem?

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

What best describes a universal hypothesis?

<p>It is believed to be true for all cases. (D)</p> Signup and view all the answers

What is a key characteristic of a good hypothesis?

<p>It must be testable and measurable. (B)</p> Signup and view all the answers

When might a noticeable gap in results indicate a research problem?

<p>When there is conflicting information in investigations. (C)</p> Signup and view all the answers

What is an indirect measure in behavioral research?

<p>Measuring physiological responses as a proxy. (D)</p> Signup and view all the answers

Which option is a characteristic of a good research problem?

<p>It needs to be novel or original. (D)</p> Signup and view all the answers

What does a causal hypothesis do?

<p>It establishes a causal relationship between variables. (D)</p> Signup and view all the answers

Which of the following is NOT a source for stating a research problem?

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

How does a well-defined research problem contribute to the research process?

<p>It provides the input necessary for research. (B)</p> Signup and view all the answers

What is the first step in formulating a research problem?

<p>Identifying a broad field or area of interest (A)</p> Signup and view all the answers

Which assumption describes the idea that behaviors have identifiable causes?

<p>Behavior is deterministic (D)</p> Signup and view all the answers

What characterizes the attitude of scientists toward knowledge?

<p>They are skeptical of unsupported claims. (C)</p> Signup and view all the answers

What is the primary outcome of providing clear direction in research?

<p>Organized research processes (C)</p> Signup and view all the answers

In the context of formulating a research problem, what does 'dissecting' refer to?

<p>Breaking down a broad field into smaller topics (A)</p> Signup and view all the answers

What characterizes a solvable problem in research?

<p>It is a question that can be answered using existing research methods. (B)</p> Signup and view all the answers

Which statement best describes internal validity?

<p>It measures the effect of the independent variable without external influences. (A)</p> Signup and view all the answers

Which is NOT a function of a hypothesis?

<p>Providing definitive conclusions. (D)</p> Signup and view all the answers

How can a hypothesis alter orientation in research?

<p>By suggesting alternative perspectives on a phenomenon. (A)</p> Signup and view all the answers

What stage follows the formulation of a hypothesis in the research process?

<p>Constructing devices for observation. (B)</p> Signup and view all the answers

What is the Hawthorne effect?

<p>A change in behavior by participants due to awareness of being studied. (A)</p> Signup and view all the answers

Which of the following describes external validity?

<p>Ability to generalize results to different settings or populations. (C)</p> Signup and view all the answers

What does a direct statement hypothesis do?

<p>Clearly defines the relationship between two variables. (C)</p> Signup and view all the answers

Flashcards

Dependent Variable

The variable that is measured in a research study.

Independent Variable

The variable that is manipulated by the researcher in a study.

Variable

Something that can change or vary.

Hypothesis

A testable statement about the relationship between variables

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Testable Hypothesis

A hypothesis that can be evaluated through research.

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Research Problem

A gap in knowledge or unexplained phenomenon needing investigation.

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Good Hypothesis Characteristics

Testable, measurable, and states a relationship between variables.

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Universal Hypothesis

A statement believed to apply to all cases.

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Diffusion of treatment

Participants in one group learn about the other group's treatment and change their behavior.

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Subject bias

Participants' expectations may influence their responses, not the treatment itself.

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Floor/ceiling effects

Measurements don't detect differences at extremes of scales, too low/high.

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Controlling Experimenter bias

Double-blind procedures to prevent researchers' knowledge influencing results.

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Controlling Subject bias

Using deception or disguising study purpose to reduce participant influence.

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Causal Hypothesis

A hypothesis proposing a cause-and-effect relationship between variables.

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Descriptive Hypothesis

A hypothesis describing a behaviour or phenomenon without suggesting a cause.

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Research Problem Sources

Observations, theories, past research, or practical problems can spark research ideas.

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Importance of Research Problem

A well-defined problem gives direction, organization, and understanding to the entire research process.

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Scientific Approach Assumptions

Science assumes the world operates predictably, behavior is caused, and understanding is possible.

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Scientific Attitude

Open-mindedness, acceptance of uncertainty, willingness to be wrong, caution, and healthy skepticism are hallmarks of scientific thinking.

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Formulating a Research Problem

Identifying an area, breaking it down, choosing a specific focus for the study, and developing testable hypotheses.

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Steps in Problem Formulation

These steps are identifying, dissecting, selecting, and hypothesizing to give direction to a research topic.

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Internal Validity

The certainty that changes in the dependent variable are caused by the independent variable, not something else.

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External Validity

How well the results of a study apply to other situations or people.

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Problem Statement

A clear, specific, and answerable question about a research topic.

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Experimenter Bias

How personal expectations of the experimenter may affect study results.

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Hawthorne Effect

Participants changing behavior due to knowing they are being observed.

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Solvable Problem

A research problem that existing methods can address.

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Unsolvable Problem

Research problem with no practical solution with current methods.

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Study Notes

Variables

  • Variables are attributes of objects, events, things, or beings that can be measured.
  • Examples include intelligence, anxiety, aptitude, income, education, and achievement.
  • Variables can be classified by causation, study design, or unit of measurement.

Dependent Variables

  • The dependent variable (DV) is the outcome or effect of a change variable.
  • It is the variable about which the experimenter makes a prediction.
  • It is the measured variable.

Independent Variables

  • The independent variable (IV) is the variable that is manipulated, measured, or selected by the experimenter.
  • It is the variable that is expected to cause change in the DV.
  • Also called the stimulus variable. The variable on the basis of which the prediction about the DV is made.

Intervening Variables

  • Intervening variables are unmeasured variables that affect the relationship between cause and effect variables.
  • Sometimes called confounding variables.
  • They are not named in research, but their effect can be inferred.

Moderator Variables

  • Moderator variables are special independent variables that moderate the relationship between the main independent variable and the dependent variable.
  • They are selected because they are thought to alter the relationship between the IV and DV.

Active Variables

  • Active variables are manipulated by the experimenter.
  • Examples include reward, punishment, teaching methods.

Attribute Variables

  • Attribute variables are not manipulated but are measured by the experimenter.
  • Examples include age, sex, intelligence, race, and anxiety.

Qualitative Variables

  • Qualitative variables consist of categories that cannot be ordered in magnitude.
  • Examples include sex, race, and religion.

Quantitative Variables

  • Quantitative variables consist of categories that can be ordered in magnitude.
  • Examples include age, levels of illumination, and intensity of sound.

Continuous Variables

  • Continuous variables can be measured in an arbitrary degree of fineness.
  • Examples include age, height, and intelligence.

Discrete Variables

  • Discrete variables cannot be measured in an arbitrary degree of fineness.
  • Examples include the number of members in a family.

Concept vs. Variable

  • A concept is a mental image or perception, its meaning varies from one person to another;
  • A variable is measurable and has a consistent meaning.
  • To be used in research, a concept should be converted into a variable that is measurable.

Methods for Measuring Dependent Variables

  • Direct observation of behavior.
  • Indirect measures of internal processes (physiological measurements, recall, recognition).

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Description

This quiz explores the concepts of dependent, independent, and intervening variables in research. Gain insights into how these variables interact and affect study outcomes. Test your knowledge on variable classification and measurement.

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