Quantitative Research Design Overview
29 Questions
0 Views

Choose a study mode

Play Quiz
Study Flashcards
Spaced Repetition
Chat to Lesson

Podcast

Play an AI-generated podcast conversation about this lesson

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

    What is the main goal of descriptive research design?

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

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

    <p>Randomization of participants (C)</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. (B)</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. (B)</p> Signup and view all the answers

    Which element is NOT necessary for an experimental research design?

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

    Which of the following statements about experimental design is true?

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

    How is a negative correlation characterized?

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

    Which method focuses on establishing cause and effect relationships?

    <p>Experimental design (D)</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. (C)</p> Signup and view all the answers

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

    <p>Personal biases of the researcher (B)</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 (D)</p> Signup and view all the answers

    How are quantitative research designs characterized?

    <p>By being empirical and straightforward. (A)</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. (C)</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. (A)</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 (A)</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. (C)</p> Signup and view all the answers

    What is the primary purpose of descriptive research design?

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

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

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

    What limitation is often associated with descriptive research designs?

    <p>They do not allow for causal inferences (D)</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 (A)</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 (A)</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 (D)</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 (C)</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 (B)</p> Signup and view all the answers

    Flashcards

    Quantitative Research Design

    A research design that uses numerical data and statistical analysis to answer research questions.

    Experimental Research Design

    A type of quantitative research where researchers manipulate one variable (independent) to observe its effect on another (dependent).

    Independent Variable

    The variable that is manipulated in an experiment.

    Dependent Variable

    The variable that is measured to see the effect of the independent variable.

    Signup and view all the flashcards

    Research Design

    The overall plan or strategy for conducting a research study.

    Signup and view all the flashcards

    Purpose of Research Design

    To establish clear objectives for a study, explaining its intention to test or analyze certain aspects of the problem statement.

    Signup and view all the flashcards

    Procedure of Research Design

    The step-by-step approach in collecting data during the study, including the manner and methods for data collection.

    Signup and view all the flashcards

    Quality of research design

    The extent to which a research design effectively addresses research aims, supports appropriate conclusions, and involves scientific rigor.

    Signup and view all the flashcards

    Experimental Research Design Elements

    Experimental research needs a treatment, controlling external factors, and random participant assignment.

    Signup and view all the flashcards

    Quasi-Experimental Design

    A research design that manipulates an independent variable but lacks random participant assignment.

    Signup and view all the flashcards

    Correlational Research

    Examines the relationship between two variables, but doesn't prove cause and effect.

    Signup and view all the flashcards

    Positive Correlation

    As one variable increases, the other increases too.

    Signup and view all the flashcards

    Negative Correlation

    As one variable increases, the other decreases.

    Signup and view all the flashcards

    Causal Relationship

    A connection where one thing causes another to happen.

    Signup and view all the flashcards

    Randomization

    Assigning participants to groups randomly to ensure fair comparison.

    Signup and view all the flashcards

    Descriptive Research

    A research design aimed at describing a specific characteristic or behavior within a population. It focuses on observing and documenting patterns in naturally occurring phenomena.

    Signup and view all the flashcards

    Limitations of Descriptive Research

    Descriptive research cannot establish cause-and-effect relationships, as it only observes existing patterns. It can't explain why these patterns exist.

    Signup and view all the flashcards

    Survey Research

    A type of descriptive research that gathers data from a large sample of people through questionnaires or interviews to understand trends and opinions.

    Signup and view all the flashcards

    Demographic Research

    A type of descriptive research that analyzes population characteristics like age, gender, income, and education to understand demographic patterns.

    Signup and view all the flashcards

    Epidemiological Research

    A type of descriptive research that studies the distribution and patterns of diseases and health conditions within a population.

    Signup and view all the flashcards

    Analyzing Descriptive Research

    Examining the findings of a descriptive study to identify patterns, trends, and key characteristics of the population being studied.

    Signup and view all the flashcards

    Parenting Style Impact

    Investigating the relationship between various parenting styles and the self-esteem levels of Filipino adolescents.

    Signup and view all the flashcards

    Career Preferences Research

    Exploring the career aspirations of senior high school students, identifying their preferences based on their academic track.

    Signup and view all the flashcards

    What makes a quasi-experiment NOT a true experiment?

    A quasi-experimental design lacks random assignment of participants to groups, meaning the groups might not be truly comparable before the treatment is applied. The lack of randomization weakens the ability to establish a causal relationship between the independent and dependent variables.

    Signup and view all the flashcards

    Why control extraneous variables in experiments?

    Controlling extraneous variables ensures that any observed changes in the dependent variable are due specifically to the manipulation of the independent variable, not other factors. This allows for isolating the true effect of the treatment.

    Signup and view all the flashcards

    What does correlational research aim to do?

    Correlational research explores the relationship between two or more variables. It examines whether the variables change together (co-vary) but doesn't establish if one variable causes the other.

    Signup and view all the flashcards

    What are 3 types of descriptive research?

    Descriptive research aims to describe characteristics or patterns within a population. Common types include survey research, which investigates opinions or behaviors, demographic research, which examines population characteristics, and epidemiological research, focusing on disease patterns and health trends in a population.

    Signup and view all the flashcards

    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.

    Studying That Suits You

    Use AI to generate personalized quizzes and flashcards to suit your learning preferences.

    Quiz Team

    Related Documents

    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.

    More Like This

    Use Quizgecko on...
    Browser
    Browser