Quantitative Research Unit 1

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Questions and Answers

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

  • Frequency of events
  • Number of students in a class
  • Group size
  • Temperature readings (correct)

Why are ratio measurements significant?

  • They are only applicable to categorical data.
  • They can be negative only.
  • They contain a true zero value. (correct)
  • They include arbitrary numbers.

Which of these represents a discrete variable?

  • Height
  • Temperature
  • Number of cars in a parking lot (correct)
  • Age

What is a key guideline for creating an effective research title?

<p>Provide an accurate description of the subject. (C)</p> Signup and view all the answers

Which type of variable is defined by categories rather than numbers?

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

What does the term 'interval' in levels of measurement imply?

<p>The differences between consecutive values are equal and meaningful. (A)</p> Signup and view all the answers

What should be avoided in a research title to maintain clarity?

<p>Words like 'analysis of' or 'the study of.' (B)</p> Signup and view all the answers

What is the first step in developing a research topic?

<p>Choose a broad topic. (D)</p> Signup and view all the answers

What is the primary objective of true experimental research?

<p>To identify a cause-effect relationship between variables (D)</p> Signup and view all the answers

Which characteristic of quantitative research ensures that results can be applied to a larger population?

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

In what scenario is quasi-experimental research most suitable?

<p>When random selection of samples is ethically problematic (B)</p> Signup and view all the answers

What does the term 'replicability' imply in quantitative research?

<p>Results should yield similar findings by different researchers (A)</p> Signup and view all the answers

Why is objectivity an important characteristic of quantitative research?

<p>It ensures results are derived from measurable and observable data (B)</p> Signup and view all the answers

What does the Null Hypothesis (Ho) propose?

<p>There is no relationship between the independent and dependent variables. (C)</p> Signup and view all the answers

Which type of quantitative research is characterized by the lack of randomization due to practical constraints?

<p>Quasi-Experimental Research (A)</p> Signup and view all the answers

Which type of hypothesis indicates the expected direction of a relationship?

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

What is a characteristic of a Simple Hypothesis?

<p>It shows a connection between one independent variable and a single dependent variable. (A)</p> Signup and view all the answers

What is a key strength of quantitative research?

<p>It allows for the measurement and analysis of variable relationships (D)</p> Signup and view all the answers

What is the purpose of an Alternative Hypothesis (Ha)?

<p>To reject the Null Hypothesis in favor of a specific relationship. (A)</p> Signup and view all the answers

Which of the following types of quantitative research involves examining the relationship between two or more groups?

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

What type of hypothesis formulation is only used in quantitative research?

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

Which of the following statements best describes the significance of the study?

<p>It describes the importance of the study to its stakeholders. (A)</p> Signup and view all the answers

What are the personal limitations that can affect research?

<p>Time constraints and language barriers. (A)</p> Signup and view all the answers

What distinguishes the theoretical framework from the conceptual framework?

<p>Conceptual framework supports the study with tentative theories. (D)</p> Signup and view all the answers

Which statement is true regarding the beneficiaries of the study?

<p>They may include groups or organizations positively affected by the research. (C)</p> Signup and view all the answers

Which of the following best characterizes the scope of a study?

<p>It is broader and can be used in different studies. (A)</p> Signup and view all the answers

What is a common example of a theoretical framework?

<p>IDV/DV model (A)</p> Signup and view all the answers

What does the conceptual framework primarily consist of?

<p>Tentative theories and actual ideas related to the study. (C)</p> Signup and view all the answers

Which limitation involves external factors that may impact validity?

<p>Personal biases. (D)</p> Signup and view all the answers

What is the maximum number of words allowed in a research title?

<p>18 words (C)</p> Signup and view all the answers

Which of the following should NOT be included in a research title?

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

What should be done if a research title is too lengthy?

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

Which element is important for justifying a research paper?

<p>Background of the study (D)</p> Signup and view all the answers

What is a common requirement for the presentation of nouns in a research title?

<p>Capitalize all nouns, pronouns, and verbs (A)</p> Signup and view all the answers

What does 'research gap' refer to in the context of a research study?

<p>Underexplored areas needing study (A)</p> Signup and view all the answers

When should the year of a study be included in the research title?

<p>For historical studies only (C)</p> Signup and view all the answers

Which of the following is a necessary component of the hypothesis in research?

<p>It must include significant variables (D)</p> Signup and view all the answers

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Study Notes

Unit 1: Quantitative Research

  • True Experimental Research: Aims to establish cause-effect relationships through randomized samples.

  • Quasi-Experimental Research: Similar to experimental research but lacks randomization due to ethical or practical constraints.

  • Characteristics of Quantitative Research:

    • Controllability: Conducted in a controlled environment identifying all variables.
    • Generalizability: Findings from a larger sample are useful for the entire population.
    • Objectivity: Data is measurable using structured instruments.
    • Replicability: Research can be repeated by others yielding similar outcomes.
  • Strengths and Weaknesses: Offers insights into variable relationships, influencing decisions in various fields. Innovations often stem from quantitative studies.

  • Types of Quantitative Research:

    • Descriptive
    • Comparative
    • Correlation
    • True Experimental
    • Quasi-Experimental

Unit 1: Variables in Quantitative Research

  • Definition of Variables: A variable is an element that can take on various values.
  • Types of Variables:
    • Numerical Variable: Can be measured (includes discrete and continuous).
      • Discrete Variables: Countable (ex: number of students).
      • Continuous Variables: Measurable with fractional values (ex: height, temperature).
    • Categorical Variable: Descriptive, non-numeric categories.

Unit 2: Designing Research

  • Steps to Develop Research Topic:

    • Choose a broad, interesting, significant, and relevant topic.
    • Conduct preliminary research.
    • Define the problem and refine the question.
  • Research Title Guidelines:

    • Offer an accurate description of the study's subject and scope.
    • Limit title length to 5-15 words, ensuring clarity and relevance.
    • State in declarative form without unnecessary phrases and abbreviations.
    • Include independent and dependent variables, locale, and respondents.

Unit 2: Background of the Study

  • Elements of the Background:
    • Explains the context and significance of the research.
    • Includes a theoretical framework and conceptual framework.
    • Clearly states the problem, hypothesis, significance of the study, and scope limitations.

Unit 2: Significance of the Study

  • Purpose: Justifies the study's relevance to stakeholders; identifies benefits and beneficiaries.

Unit 3: Research Frameworks

  • Theoretical Framework: Anchors studies in existing theories that connect findings to underlying knowledge.
  • Conceptual Framework: Represents the beliefs and ideas supporting the research.

Hypothesis Definitions

  • Hypothesis: A testable prediction expressing a potential relationship between variables.
  • Null Hypothesis (Ho): Indicates no relationship exists between independent and dependent variables.
  • Alternative Hypothesis (Ha): Proposes a possible relationship; tested when the null hypothesis is rejected.
  • Types of Hypothesis:
    • Directional Hypothesis: Specifies the nature of the relationship (increase/decrease).
    • Non-Directional Hypothesis: Does not specify the relationship type.

Types of Research Hypothesis

  • Categories include:
    • Simple
    • Complex
    • Empirical
    • Logical
    • Statistical
    • Null
    • Alternative

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