Nature of Quantitative Research

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Questions and Answers

What is a characteristic of quantitative research?

  • It is reliable and objective. (correct)
  • It usually has very small sample sizes.
  • It emphasizes the context of the study.
  • It focuses on detailed narratives.

Which of the following is a disadvantage of quantitative research?

  • It gives detailed qualitative feedback from participants.
  • It allows for the exploration of complex problems.
  • It provides less elaborate accounts of human perceptions. (correct)
  • It considers the natural setting of the study.

How does quantitative research typically handle variables?

  • By reducing complex problems to a limited number of variables. (correct)
  • By ignoring variable relationships.
  • By only focusing on a single variable.
  • By analyzing them in uncontrolled environments.

What is a potential limitation of the sample used in quantitative research?

<p>It is often not representative of the population. (C)</p> Signup and view all the answers

In what way does quantitative research establish relationships between variables?

<p>By looking at connections under highly controlled circumstances. (B)</p> Signup and view all the answers

What is one of the advantages of utilizing large samples in quantitative research?

<p>It generally increases the reliability of the results. (D)</p> Signup and view all the answers

What is an important application of quantitative research in the field of education?

<p>It can measure the performance of students and teachers. (A)</p> Signup and view all the answers

What is a common issue with preset answers in quantitative research?

<p>They may not reflect true answers of the participants. (D)</p> Signup and view all the answers

What is a primary benefit of using quantitative research in business?

<p>It eliminates personal biases in decision making. (C)</p> Signup and view all the answers

How does quantitative research impact medical and health care?

<p>It generates statistics to improve patient recovery rates. (D)</p> Signup and view all the answers

What are continuous variables in the context of quantitative research?

<p>Variables that can assume any value within a certain range. (C)</p> Signup and view all the answers

Which of the following describes a covariate variable?

<p>Variables that can affect the results of a study. (B)</p> Signup and view all the answers

In a bivariate study, how many variables are analyzed?

<p>Two variables are being studied. (A)</p> Signup and view all the answers

What type of variable can assume any whole number value within given limits?

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

Which option correctly defines a univariate study?

<p>A study concentrating on a single variable. (D)</p> Signup and view all the answers

What role do predictor variables play in non-experimental studies?

<p>They change other variables within the study. (A)</p> Signup and view all the answers

Which type of variable is characterized by having values that can be logically ordered or ranked?

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

What is the primary purpose of a research title?

<p>To summarize the main idea of the paper (B)</p> Signup and view all the answers

Which of the following is an example of a dichotomous variable?

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

What must a research title include according to the guidelines?

<p>The relationships between the study variables (B)</p> Signup and view all the answers

Which type of variables consist of categories that cannot be ranked in a logical sequence?

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

Which of the following is NOT a characteristic of a good research title?

<p>Including technical jargon (A)</p> Signup and view all the answers

What is an example of a polychotomous variable?

<p>Educational attainment levels (D)</p> Signup and view all the answers

Which type of variable is primarily manipulated in an experiment?

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

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Study Notes

Nature of Quantitative Research

Characteristics of Quantitative Research

  • Reliable and objective methodology for research.
  • Utilizes statistics for generalizing findings across a larger population.
  • Simplifies complex problems to a manageable number of variables.
  • Investigates relationships between variables to establish cause and effect, often in controlled environments.
  • Tests theories or hypotheses through systematic approaches.
  • Assumes representativeness of the sample relative to the population.
  • Subjectivity in methodology is less of a concern compared to other research types.
  • Focuses on the details of the subject rather than broader context.

Disadvantages of Quantitative Research

  • Contextual factors may be overlooked, lacking consideration for the natural settings of studies.
  • Larger sample sizes can increase resource and time demands on researchers.
  • Results often rely on numerical analysis, potentially neglecting rich qualitative insights.
  • Provides limited narratives on human perceptions and experiences.
  • Rigor in experimental control may not accurately reflect real-world circumstances.
  • Fixed alternatives may not capture the true feelings or responses of participants.
  • Findings may be influenced by the researcher’s perspective, especially with unknown participants.

Advantages of Quantitative Research

  • Enables measurement and detailed analysis for objective answers to research questions.
  • Generally yields reliable results due to large sample sizes.
  • Employs established standards for instrument selection, sampling, and statistical treatment, promoting replicability.
  • Reduces personal biases by minimizing direct interaction between researcher and subjects.
  • Streamlines processes, making quantitative research systematic and straightforward.
  • Interpretable findings through statistical analysis facilitate concise conclusion and reporting.

Importance of Quantitative Research in Different Fields

  • Education: Measures performance levels of students and teachers; assesses method and program effectiveness.
  • Business: Enhances marketing strategies; informs company decisions regarding products and services.
  • Medical and Health Care: Provides statistics on patient recovery rates; evaluates the efficacy of treatments and vaccines.
  • Sciences: Promotes accountability and responsible operations in technological experiments.

Classifications of Variables

Types of Numeric Variables

  • Continuous Variables: Can take any value within a given range; examples include time, height, and weight.
  • Discrete Variables: Only assume whole values; examples include counts such as the number of cars or students.

Categorical Variables

  • Ordinal Variables: Can be ranked; examples include academic grades and clothing sizes.
  • Nominal Variables: Cannot be logically ordered; examples include types of businesses and hair colors.
  • Dichotomous Variables: Represent two distinct categories; examples include gender (male/female).
  • Polychotomous Variables: Have multiple categories; examples include levels of education or performance ratings.

Experimental Variables

  • Independent Variables: Manipulated variables within an experiment to assess their effect on other variables.

The Research Title

  • Should encapsulate the paper's main idea and include major variables.
  • Must be concise while showing relationships among key variables.
  • Should specify the participants involved in the study.

Title Elements

  • Main Task
  • Major Variables
  • Topic
  • Participants
  • Setting
  • Outcomes

Reminders for Title Creation

  • Avoid using terms like "METHOD," "RESULT," or "INVESTIGATIONS."
  • The general problem can serve as the thesis title when reformulated into a statement.

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