Quantitative Research Methods Overview

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Questions and Answers

What is the primary goal of descriptive research?

  • To investigate the relationships between variables.
  • To predict future outcomes based on data.
  • To establish cause and effect relationships.
  • To describe the characteristics of a person or object. (correct)

Which of the following best describes correlational research?

  • It focuses solely on quantitative data without any qualitative insights.
  • It examines causal relationships through experiments.
  • It relies on random assignment of subjects to groups.
  • It identifies relationships between variables without establishing cause and effect. (correct)

Which design involves examining the effects of past events on current conditions?

  • Quasi-experimental design
  • Correlational design
  • Experimental design
  • Ex post facto design (correct)

What is a key limitation of quasi-experimental designs compared to true experimental designs?

<p>Absence of random selection and assignment. (A)</p>
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What characterizes experimental research?

<p>It tests interventions with random assignment of subjects. (B)</p>
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In which research design is the relationship between physical activity and academic achievement investigated?

<p>Correlational design (C)</p>
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What does the term 'random assignment' in experimental design ensure?

<p>It reduces bias in the allocation of subjects to different groups. (D)</p>
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Which of the following designs provides the least conclusive results due to its limitations?

<p>Quasi-experimental design (B)</p>
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What characteristic of quantitative research ensures that personal biases do not influence the results?

<p>Objective and not subjective (C)</p>
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Why is a large sample size important in quantitative research?

<p>It facilitates generalization to wider populations (B)</p>
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What type of data presentation is commonly used in quantitative research?

<p>Statistical and numerical formats (B)</p>
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Which feature of quantitative research contributes to the replication of studies?

<p>Structured research instruments (C)</p>
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In what way can quantitative research be utilized in various disciplines?

<p>To confirm facts and develop new concepts (D)</p>
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How is validity reinforced in quantitative research methodology?

<p>By clearly defining research questions (D)</p>
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What risk is associated with using intuition in quantitative research?

<p>It can lead to biased conclusions. (B)</p>
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What approach should be avoided in developing solutions to problems in quantitative research?

<p>Using guesses and intuition (C)</p>
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What is a primary characteristic of quantitative research?

<p>It involves collecting and analyzing numerical data. (B)</p>
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Which of the following is NOT a component of planning a survey research?

<p>Analyzing personal interviews. (D)</p>
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What is the main purpose of conducting validity checks in quantitative research?

<p>To confirm that the research tools measure what they are intended to measure. (B)</p>
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Which type of research design is primarily associated with non-experimental research methodologies?

<p>Observational studies. (B)</p>
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What is a significant strength of survey research in quantitative methodologies?

<p>It allows for quick data collection from a large audience. (D)</p>
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When considering sample size in quantitative research, what is the consequence of a too-small sample?

<p>Greater potential for random error and bias. (D)</p>
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How do reliability and validity differ in research methodologies?

<p>Reliability measures consistency, while validity assesses accuracy. (C)</p>
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In which field would quantitative research find the least application?

<p>Literature. (B)</p>
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Study Notes

Quantitative Research Overview

  • Focuses on collecting and analyzing numerical data, adhering to a confirmatory scientific method.
  • Aims to test hypotheses and theories with large samples for generalizability.

Types of Quantitative Research

  • Descriptive Research

    • Observes and describes phenomena as they occur naturally.
    • Does not involve experimental manipulation; intends solely to describe characteristics of individuals or objects.
    • Example: Assessing types and frequency of physical activities among high school students.
  • Correlational Research

    • Examines relationships between variables without establishing cause and effect.
    • Data is primarily observational.
    • Example: Investigating the correlation between physical activity levels and academic performance.
  • Ex Post Facto Design

    • Studies relationships after an event has occurred.
    • Investigates possible causes of pre-existing phenomena.
  • Quasi-Experimental Design

    • Aims to establish cause-and-effect relationships but lacks random selection, which may impact validity.
    • Example: Analyzing the impact of unemployment on attitudes toward safety protocols.
  • Experimental Design

    • Establishes cause-and-effect relationships through random assignment and treatment interventions.
    • Provides more conclusive results compared to other designs.

Characteristics of Quantitative Research

  • Objective nature, minimizing subjectivity in findings.
  • Research questions are clearly defined and focused.
  • Utilizes structured instruments like questionnaires or checklists.
  • Data is presented numerically, allowing for statistical analysis.
  • Typically involves large sample sizes to enhance reliability and validity.
  • Findings can predict future outcomes and verify existing concepts.
  • Designed to be replicable for consistency in research.

Learning Objectives

  • Define quantitative research.
  • Describe the characteristics and strengths/weaknesses of quantitative research.
  • Create suitable types of quantitative research for various fields of interest.

Key Topics in Quantitative Research

  • Inquiry methodology and principles.
  • Comparison between quantitative and qualitative research methods.
  • Non-experimental vs. experimental research classifications, including survey research strengths, designs, and ethical principles.

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