Quantitative Research Types Quiz
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Questions and Answers

What does causal research primarily focus on?

  • Examining correlations between variables
  • Collecting qualitative data through interviews
  • Analyzing historical trends in data
  • Identifying the cause-and-effect relationships (correct)
  • In what context is causal research often applied?

  • Natural sciences such as biology and chemistry (correct)
  • Informal surveys and polls
  • Historical analysis of events
  • Social sciences exclusively
  • Which of the following best describes the role of causal research in chemical experiments?

  • To survey opinions on chemical reactions
  • To establish statistical correlations between chemical substances
  • To evaluate the historical significance of chemical discoveries
  • To determine if changing one substance's quantity affects another's characteristics (correct)
  • What differentiates experimental research from survey research?

    <p>Experimental research applies treatment to assess its effects, whereas survey research identifies correlations. (B)</p> Signup and view all the answers

    Which method primarily collects data for survey research?

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

    What defines quantitative research?

    <p>A means for testing objective theories by examining relationships among variables. (C)</p> Signup and view all the answers

    Which of the following best describes correlational research?

    <p>It examines the association and its magnitude between two variables. (A)</p> Signup and view all the answers

    What is causation in the context of research?

    <p>The claim that a change in one variable results in a change in another variable. (A)</p> Signup and view all the answers

    Which characteristic is NOT typical of quantitative research?

    <p>Focus on qualitative subjective insights. (A)</p> Signup and view all the answers

    In correlational research, which statement is true regarding the direction of relationships?

    <p>It determines whether relationships between variables are increasing or decreasing. (A)</p> Signup and view all the answers

    What is an example of correlational research?

    <p>Examining the relationship between hours of sleep and test scores among students. (C)</p> Signup and view all the answers

    What measure is used to define correlation between two variables?

    <p>The correlation coefficient, which indicates a statistical association. (C)</p> Signup and view all the answers

    Which aspect is primarily analyzed in causal research?

    <p>The effects of changes in one variable on another variable. (B)</p> Signup and view all the answers

    What is the main purpose of an instrument in experimental research?

    <p>To record observations at any stage of the experiment (A)</p> Signup and view all the answers

    Which of the following statements best describes a true experiment?

    <p>It includes randomly assigned experimental and control groups. (D)</p> Signup and view all the answers

    What distinguishes a quasi-experiment from a true experiment?

    <p>Respondents in quasi-experiments are not randomly assigned. (A)</p> Signup and view all the answers

    What is the focus of a single-subject design in experimental research?

    <p>To conduct an experiment with one lone participant (B)</p> Signup and view all the answers

    How are results analyzed in experimental research?

    <p>Both descriptively and inferentially to determine causation. (A)</p> Signup and view all the answers

    Which of the following is NOT a characteristic of a true experiment?

    <p>Lack of manipulation of independent variables (B)</p> Signup and view all the answers

    What is a key feature of pre-experimental design?

    <p>Not incorporating control groups at all (C)</p> Signup and view all the answers

    Which of the following fields studies the effectiveness of vaccines using experimental research?

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

    What does correlational research primarily examine?

    <p>The magnitude or direction of relationships between variables (C)</p> Signup and view all the answers

    In which field would a psychological experiment on cooperation and team dynamics most likely take place?

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

    Which stage is NOT typically part of the experimental research methodology?

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

    What distinguishes causal research from correlational research?

    <p>Causal research looks for cause and effect, while correlational examines relationships. (A)</p> Signup and view all the answers

    Which of the following would be considered an application of experimental research in culinary arts?

    <p>Examining the impact of an ingredient on nutritional value (B)</p> Signup and view all the answers

    In which scenario would causal research be the most appropriate study design?

    <p>To determine the effects of a new fertilizer on crop yields (B)</p> Signup and view all the answers

    Which of the following best describes the main focus of correlational research?

    <p>To find relationships between two or more variables (C)</p> Signup and view all the answers

    What is the main difference between a cross-sectional survey and a longitudinal survey?

    <p>A cross-sectional survey gathers information at one point in time. (B)</p> Signup and view all the answers

    Which of the following best defines a population in survey research?

    <p>A general group of people with similar characteristics. (C)</p> Signup and view all the answers

    What type of questions are typically included in a survey instrument?

    <p>Closed-ended questions with fixed answers. (C)</p> Signup and view all the answers

    Which of the following characteristics is typically assessed with survey questions asking about behavior?

    <p>How frequently an activity is undertaken. (B)</p> Signup and view all the answers

    What purpose does the sampling method serve in survey research?

    <p>To select a subgroup from the population for analysis. (B)</p> Signup and view all the answers

    Which type of survey question would best assess attitudes, beliefs, or opinions?

    <p>What do you think about climate change? (C)</p> Signup and view all the answers

    In survey research, what is the role of the survey instrument?

    <p>To collect responses through structured questions. (C)</p> Signup and view all the answers

    Which of the following describes a sampling method that selects participants based on specific characteristics?

    <p>Purposive sampling. (B)</p> Signup and view all the answers

    What is the primary purpose of a control group in experimental research?

    <p>To provide a comparison for changes in the experimental group (D)</p> Signup and view all the answers

    Which of the following defines the independent variable in an experiment?

    <p>The variable that causes an effect (B)</p> Signup and view all the answers

    What is the stage of the experimental procedure that occurs after the intervention?

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

    What does the dependent variable represent in experimental research?

    <p>The outcome that is measured (B)</p> Signup and view all the answers

    Which of the following statements is true regarding the pretest stage in experimental research?

    <p>It is the initial stage before the intervention takes place (B)</p> Signup and view all the answers

    In an experimental study, what does the term 'experimental group' refer to?

    <p>The group that receives the treatment or intervention (A)</p> Signup and view all the answers

    What role does data analysis play in experimental research?

    <p>It interprets the results of the experiment (B)</p> Signup and view all the answers

    Why is it important to differentiate between the independent and dependent variables in an experiment?

    <p>To establish cause-and-effect relationships (A)</p> Signup and view all the answers

    Flashcards

    Quantitative Research

    A research method used to test theories by studying relationships between variables.

    Correlational Research

    Identifying relationships between two variables, measuring the strength and direction of association.

    Causal Research

    Examining cause-and-effect relationships between variables; the change in one variable causes the change in another.

    Correlation

    A statistical measure of how two variables are related.

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    Causation

    A relationship where a change in one variable directly causes a change in another.

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    Quantitative Research Focus

    Collecting measurable data with standardized instruments, using statistical analysis.

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    Correlational Research - Characteristics

    Examining the existence, magnitude, and direction of associations between variables.

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    Correlation vs. Causation

    Correlation shows a relationship but doesn't prove one variable causes the other. Causation shows a direct cause-and-effect relationship.

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    What is Causal Research?

    A study that examines the cause and effect relationships between variables. It aims to determine if a change in one variable directly causes a change in another.

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    Example of Causal Research

    A study examining the relationship between a food ingredient (cause) and the rate of decay of a food sample (effect). The goal is to understand how adding more of the ingredient influences the rate of decay.

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    Application in Chemistry

    Causal research in chemistry is used to conduct experiments. A change in the quantity of one substance (cause) is observed to see how it affects the characteristics of another substance (effect).

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    Survey Research vs. Experimental Research

    Survey research uses questionnaires and focuses on identifying relationships between variables, while experimental research aims to establish cause and effect. Experiments use treatments or interventions to see if they cause a change.

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    Experimental Research

    Experimental research uses the cause-and-effect logic to see if a treatment or intervention causes an effect. It involves manipulating variables to observe the outcome.

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    Survey Research

    A research method using questionnaires to collect data from a sample of individuals, aiming to understand a specific population.

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    Cross-Sectional Survey

    A survey that collects data from a sample at a single point in time, offering a snapshot of the population at that moment.

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    Longitudinal Survey

    A survey that gathers data from the same sample repeatedly over time, allowing researchers to track changes and trends.

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    Population

    The overall group of individuals with similar characteristics that a researcher is interested in studying.

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    Sample

    A smaller, representative group selected from the population to participate in a survey.

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    Survey Instrument

    The tool used to gather information in a survey, usually in the form of a questionnaire with closed-ended questions.

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    Closed-Ended Questions

    Questions in a survey that provide pre-determined answer choices, aiming for consistency and easy analysis of data.

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    Behavior, Attitudes, Characteristics

    Typical categories of information collected in surveys, focusing on how people act, their beliefs, and their personal traits.

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    Experimental Procedure

    The steps taken in an experiment, including how participants are assigned to groups, what interventions are used, and how data is collected.

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    Experimental Intervention

    The treatment or action applied to the experimental group in an experiment.

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    Control Group

    A group in an experiment that does not receive the intervention, used as a baseline for comparison.

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    Random Assignment

    Assigning participants to groups randomly to ensure that groups are similar at the start of the experiment.

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    True Experiment

    An experiment with both experimental and control groups, where participants are randomly assigned to groups, allowing for strong causal conclusions.

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    Pre-experimental Design

    An experiment with only an experimental group, without a control group, making it difficult to draw strong conclusions.

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    Quasi-experiment

    An experiment with an experimental group and a control group, but participants are not randomly assigned, making it more difficult to determine causation.

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    Respondents in Experimental Research

    Participants in an experiment divided into two groups: the experimental group receives the treatment, while the control group does not.

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    Independent Variable

    The variable that is manipulated or changed by the researcher to observe its effect on the dependent variable.

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    Dependent Variable

    The variable that is measured to see how it is affected by the independent variable.

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    Pretest

    The measurement taken before the intervention is applied to assess the baseline of the dependent variable.

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    Intervention

    The treatment or manipulation applied to the experimental group.

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    Posttest

    The measurement taken after the intervention to see how the dependent variable has changed.

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    Data Analysis

    The process of interpreting the results of the experiment to understand the relationship between the independent and dependent variables.

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    Experimental Research: How?

    Experimental research uses a controlled environment to test if changes in one variable (cause) directly impact another variable (effect).

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    Experimental Research: Purpose

    To identify cause-and-effect relationships between variables by testing how specific interventions or manipulations affect outcomes.

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    Experiment: Key Features- Example

    Experimental research involves: 1. Participants (who receive a treatment or not), 2. Variables (what is manipulated and what is measured), 3. Procedures (step-by-step process), 4. Data & Analysis.

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    Experimental Research: Different Fields

    Experimental research is used across many disciplines like medicine, chemistry, biology, psychology, political science, economics, and more.

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    Experimental Research: Applications

    Examples include testing vaccine effectiveness, studying crystal formation speed, exploring fertilizer effects on crops, and understanding psychological phenomena.

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    Practice: Correlation or Causation

    Identify if a relationship between two things demonstrates a mere correlation or a cause-and-effect relationship.

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    Correlation vs. Causation: Example

    Correlation: More hours of sunshine, more ice cream sales (both happen, but one doesn't cause the other). Causation: More fertilizer, bigger crops (the fertilizer directly impacts plant growth).

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    Quantitative Research: Beyond Experiments

    Quantitative research also includes survey research which looks for relationships between variables, but doesn't manipulate them like experimental research does.

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    Study Notes

    Quantitative Research Types

    • Quantitative research is a means of testing objective theories by examining relationships between variables. (Creswell, 2009)
    • Quantitative research can be either correlational or causal.

    Correlational Research

    • Correlational research identifies relationships between two variables.
    • A correlation is a statistical measure of association between two variables. (Vanderstoep and Johnston, 2009)
    • Correlational research looks at:
      • Whether an association exists between variables
      • The magnitude of the association between variables
      • The direction of the association between variables
    • Example: The relationship between hours of sleep and test scores in students, could show no significant relationship, or higher test scores with more hours of sleep.
    • Application areas include:
      • Psychology (human behavior patterns/associations)
      • Example: Association between social media use and academic performance
      • Economics (relationship between foreign exchange rates and credit rating)
      • Political science (relationship between crime rate and votes garnered by a politician)
    • Important note: Correlation does not imply causation. While a relationship may be identified, it does not prove that one variable causes a change in another.

    Causal Research

    • Causal research focuses on cause and effect relationships.
    • Causation refers to the claim that a change in one variable creates a change in another variable. (Vanderstoep and Johnston, 2009)
    • Example: Examining the cause and effect relationship between a food ingredient and the rate of decay of a food sample, how additional unit of food ingredient leads to faster decay.
    • Application Areas include:
      • Natural Sciences (biology, chemistry, physics)
      • In chemistry, experiments may be conducted to show whether a change in quantity of one substance affects characteristics of another substance.
    • Important note: Research in this area uses specific procedures to test potential cause and effect relationships.

    Survey Research

    • A correlational type of quantitative research.
    • Uses a questionnaire as its main data collection tool.
    • Main components include:
      • Survey design (cross-sectional or longitudinal)
      • Population and sample (general group with similar characteristics, and a subgroup for the survey)
      • Survey instrument (questionnaire with closed-ended questions and specific answers)
      • Data analysis and interpretation (descriptive and inferential analyses for survey results)

    Experimental Research

    • A type of quantitative research aimed at causation.

    • Main components include:

      • Respondents (differentiated into experimental/control groups)
      • Variables (independent and dependent variables)
      • Experimental procedures (pretest, actual intervention, posttest)
      • Instrumentation and materials (tools to record observations during the experiment)
      • Experimental procedures differ (pre-experimental, true, quasi, single-subject designs)
      • Data analysis and interpretation (descriptive and inferential analyses of results)
    • Important Note: Experimental research aims to determine if a cause-and-effect relationship exists between variables. In contrast, survey research is used to identify patterns and associations, but not necessarily causal relationships.

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    Description

    Test your knowledge of quantitative research types, focusing on correlational research and its applications. This quiz explores the concepts of relationships between variables, the measurement of associations, and real-world examples in psychology and economics. Enhance your understanding of how quantitative research methods work in various fields.

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