Quantitative Research Design Overview
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Questions and Answers

What is a key characteristic of a true experimental design?

  • It controls for extraneous variables. (correct)
  • It does not require manipulation of variables.
  • It involves randomization of participants. (correct)
  • It uses a correlational approach.
  • Which of the following describes a correlational research design?

  • It exclusively utilizes demographic data.
  • It focuses on the manipulation of independent variables.
  • It aims to describe the relationship between two or more variables. (correct)
  • It tests the effect of one variable on another.
  • Why can a quasi-experimental design not be considered a true experiment?

  • It does not randomize participants. (correct)
  • It lacks a control group.
  • It cannot manipulate an independent variable.
  • It involves random selection of participants.
  • Which research design typically includes surveys and demographic studies?

    <p>Descriptive</p> Signup and view all the answers

    What is the main goal of descriptive research design?

    <p>To describe characteristics and relationships between variables.</p> Signup and view all the answers

    What is a key element that differentiates experimental design from quasi-experimental design?

    <p>Randomization of participants</p> Signup and view all the answers

    Which of the following best describes correlational research?

    <p>It measures the strength of the relationship between two variables.</p> Signup and view all the answers

    What does positive correlation indicate about the relationship between two variables?

    <p>As one variable increases, the other also increases.</p> Signup and view all the answers

    Which element is NOT necessary for an experimental research design?

    <p>Use of a control group</p> Signup and view all the answers

    In which situation is it most appropriate to use quasi-experimental design?

    <p>When ethical concerns prevent randomization</p> Signup and view all the answers

    Which of the following statements about experimental design is true?

    <p>It necessitates randomization to eliminate bias.</p> Signup and view all the answers

    How is a negative correlation characterized?

    <p>As one variable increases, the other decreases.</p> Signup and view all the answers

    Which method focuses on establishing cause and effect relationships?

    <p>Experimental design</p> Signup and view all the answers

    What is the primary goal of the experimental research design?

    <p>To ascertain if an independent variable influences a dependent variable.</p> Signup and view all the answers

    Which factor is NOT considered when employing a quantitative research design?

    <p>Personal biases of the researcher</p> Signup and view all the answers

    In the context of the nutritionists' study on Veggie X, which group represents the control group?

    <p>The group eating their usual meals without the supplement</p> Signup and view all the answers

    How are quantitative research designs characterized?

    <p>By being empirical and straightforward.</p> Signup and view all the answers

    Which statement correctly describes the comparison made in the nutritionists' study?

    <p>Food consumption was compared between supplemented and non-supplemented groups.</p> Signup and view all the answers

    Which aspect should be primarily emphasized when analyzing the quality of a quantitative research design?

    <p>The design's reliability and validity.</p> Signup and view all the answers

    When attempting to determine the effectiveness of Veggie X, which variable is the independent variable in the nutritionists' study?

    <p>The presence of Veggie X supplement in meals</p> Signup and view all the answers

    In quantitative research design, what is a crucial element for ensuring that results can be replicated?

    <p>Maintaining strict control over experimental conditions.</p> Signup and view all the answers

    What is the primary purpose of descriptive research design?

    <p>To study naturally occurring phenomena</p> Signup and view all the answers

    Which of the following is NOT a type of descriptive research?

    <p>Experimental Research</p> Signup and view all the answers

    What limitation is often associated with descriptive research designs?

    <p>They do not allow for causal inferences</p> Signup and view all the answers

    In the study conducted by Jamie and her group, what was the relationship between parenting styles and self-esteem?

    <p>Parenting styles were positively related to self-esteem</p> Signup and view all the answers

    What method did Mr. Araullo use to gather information about career preferences?

    <p>Surveys distributed to all senior high school students</p> Signup and view all the answers

    Why might Maria's study on caffeine and concentration be classified as descriptive research?

    <p>Because it explores relationships without establishing cause</p> Signup and view all the answers

    Which characteristic best describes survey research within descriptive research design?

    <p>It explores trends in characteristics of a group</p> Signup and view all the answers

    What aspect of descriptive research could limit its findings?

    <p>Its reliance on self-reported data from participants</p> Signup and view all the answers

    Study Notes

    Quantitative Research Design Overview

    • Quantitative research designs are empirical, straightforward, and can test reliability and validity.
    • Quantitative designs vary in intent, use of manipulation, and procedures used.
    • Research design can be easily identified from a journal article abstract.

    Types of Quantitative Research Design

    Experimental Design

    • Aims to determine if an intervention (independent variable) affects an outcome (dependent variable).

    • Crucial elements include:

      • Treatment or intervention
      • Control of extraneous variables
      • Randomization of participants
    • Example: A study using a new curriculum (independent variable) and measuring reading comprehension level (dependent variable), randomly assigning participants to different groups to test the effect of the new curriculum on comprehension.

    Quasi-Experimental Design

    • Similar to experimental designs but lacks randomization. Researchers manipulate the independent variable, but participants are not randomly assigned.
    • Still useful for investigating causal relationships in situations where randomization is not possible.
    • Example: Comparing reading comprehension in one section using a new curriculum and another section not using the new curriculum.

    Correlational Design

    • Investigates the relationship between two variables, but does not establish causality.
    • Example: Examining the relationship between stress level and academic performance.

    Descriptive Design

    • Seeks to describe naturally occurring phenomena or characteristics of a specific population.

    • Example: Surveys, demographic research (describing basic life events), or epidemiological research (studying disease patterns).

    • Three common types include survey, demographic, and epidemiological research.

    • Survey research explores trends in characteristics of groups.

    • Demographic research describes basic life events.

    • Epidemiological research studies disease and health patterns

    • Descriptive designs explain different patterns of information about a target population.

    Additional Study Points

    • Factors to consider when using quantitative research design should be explored.
    • Positive correlations show that as one variable increases, so does the other.
    • Negative correlations exist when one variable increases, and the other decreases.

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    Description

    Explore the fundamentals of quantitative research designs, including experimental and quasi-experimental approaches. This quiz will help you understand the key elements of research design, such as manipulation, randomization, and the importance of validity. Test your knowledge on how these designs are utilized in empirical studies.

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