Literature Review Characteristics and Definitions

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Questions and Answers

What is the purpose of using "umbrella" sentences at the beginning of paragraphs?

  • To provide a concise summary of the content in the paragraph.
  • To introduce a new topic or idea related to the previous paragraph.
  • To create a sense of flow and connection between paragraphs.
  • All of the above. (correct)

Which of the following is NOT a characteristic of a good hypothesis?

  • Based on prior knowledge.
  • Testable
  • Specific
  • Based on personal beliefs or assumptions. (correct)

What is the main purpose of a null hypothesis?

  • To state that there is no relationship between the independent and dependent variables. (correct)
  • To prove that there is a relationship between the independent and dependent variables.
  • To identify the specific type of relationship between the independent and dependent variables.
  • To explain the reasons for the relationship between the independent and dependent variables.

What are the two main types of variables in research?

<p>Dependent and independent (B)</p> Signup and view all the answers

What is the difference between a research hypothesis and a null hypothesis?

<p>A research hypothesis is a statement about the expected outcome of a research study, while a null hypothesis states that there is no effect of the independent variable on the dependent variable. (C)</p> Signup and view all the answers

Which of the following is NOT considered a benefit of clearly defining variables?

<p>It simplifies the interpretation of research findings. (A)</p> Signup and view all the answers

What is a confounding variable?

<p>A variable that is not controlled for in a study and may influence the relationship between the independent and dependent variables. (B)</p> Signup and view all the answers

What is the main difference between a sample and a population?

<p>A sample is a smaller group of individuals selected from a larger population. (B)</p> Signup and view all the answers

Which of the following characteristics is NOT a necessary component of a good research hypothesis?

<p>It is expressed in a complex and detailed manner. (C)</p> Signup and view all the answers

What is the primary purpose of a research hypothesis in the research process?

<p>To be directly tested during the research process. (B)</p> Signup and view all the answers

In Stage II of the literature review process, what is the primary purpose of organizing literature into themes?

<p>To define the general topic and establish a framework for analysis. (C)</p> Signup and view all the answers

When is sampling used?

<p>When a large population size makes sampling more efficient and cost-effective. (A)</p> Signup and view all the answers

In the context of sampling, what is a "sampling frame"?

<p>A list of all the units in the population of interest. (B)</p> Signup and view all the answers

Which of the following is a key difference between a research hypothesis and a null hypothesis?

<p>A research hypothesis refers to the sample, while a null hypothesis refers to the population. (D)</p> Signup and view all the answers

What is a key characteristic of Stage III in the literature review process?

<p>Seeking additional relevant literature based on a clearer understanding of the topic. (D)</p> Signup and view all the answers

Which of the following is NOT a key feature of the 'Body' section of a literature review?

<p>Establishing the researcher’s point of view on the topic. (C)</p> Signup and view all the answers

What is the main goal of establishing significance in a research study?

<p>To determine the probability that observed differences are not due to chance. (A)</p> Signup and view all the answers

What is a census?

<p>A study that examines every member of the target population. (D)</p> Signup and view all the answers

Which of the following is a common denominator used for grouping research studies in Stage V of the literature review?

<p>Methodological approaches, such as qualitative or quantitative. (D)</p> Signup and view all the answers

Which of the following is a non-probability sampling technique?

<p>Convenience sampling. (D)</p> Signup and view all the answers

When is a research hypothesis considered "nondirectional"?

<p>When it simply states that there is a difference between groups, but not the direction of the difference. (C)</p> Signup and view all the answers

Why is it important to carefully identify the target population before sampling?

<p>To avoid bias and ensure the sample is representative of the population. (A)</p> Signup and view all the answers

How does the sample relate to the population in research?

<p>The sample is a representative portion of the population that is studied to draw inferences about the whole. (B)</p> Signup and view all the answers

Which of the following stages in the literature review process involves synthesizing related articles to ensure a logical flow?

<p>Stage IV - Write Individual Sections (C)</p> Signup and view all the answers

What is the main purpose of determining a sampling strategy?

<p>To select a representative sample of individuals from the target population. (D)</p> Signup and view all the answers

What is the primary purpose of the 'Body' section of a literature review?

<p>To analyze and interpret the findings of the reviewed literature. (D)</p> Signup and view all the answers

What is the primary function of a research problem statement?

<p>To serve as the starting point for the research and provide direction for all elements of the study. (D)</p> Signup and view all the answers

What is a common characteristic of the literature reviewed in Stage III of the process?

<p>This is the stage where less critical materials are usually set aside. (D)</p> Signup and view all the answers

What distinguishes a research problem for quantitative research from one in qualitative research?

<p>Quantitative research problems aim to measure variables, while qualitative ones seek to understand experiences and perspectives. (B)</p> Signup and view all the answers

Which of these is NOT considered a step in sampling?

<p>Analyze the data collected from the sample. (D)</p> Signup and view all the answers

When considering the order and flow of questions in a questionnaire, which of the following is LEAST important?

<p>Matching question order to the specific research design. (A)</p> Signup and view all the answers

In Stage V of the literature review process, how is the integration of individual sections achieved?

<p>By summarizing and analyzing the reviewed literature systematically. (A)</p> Signup and view all the answers

What is a significant disadvantage of judgmental sampling?

<p>It relies on the researcher’s judgment. (C)</p> Signup and view all the answers

Which statement accurately describes quota sampling?

<p>It selects participants based on fixed criteria until a quota is met. (B)</p> Signup and view all the answers

What is an advantage of both judgmental and quota sampling techniques?

<p>They are both cost-effective and quick to administer. (A)</p> Signup and view all the answers

How does quota sampling differ from stratified sampling?

<p>In quota sampling, selection is based on convenience rather than randomization. (B)</p> Signup and view all the answers

What potential bias is associated with judgmental sampling?

<p>Sampling bias due to non-random selection. (D)</p> Signup and view all the answers

Which of the following is a disadvantage of quota sampling?

<p>It may lead to sampling bias and margin of error. (A)</p> Signup and view all the answers

What is a common misconception regarding the generalizability of results from non-random sampling techniques?

<p>Non-random techniques can achieve high generalizability. (C)</p> Signup and view all the answers

What is a notable characteristic of judgmental sampling?

<p>It is based on the researcher’s assessment of suitability. (C)</p> Signup and view all the answers

When assessing the validity of a questionnaire, what does 'Content' validity refer to?

<p>The extent to which the questions adequately cover all aspects of the construct being measured. (A)</p> Signup and view all the answers

Which of the following methods for testing reliability involves comparing results from similar questions on the same questionnaire?

<p>Alternative form reliability (B)</p> Signup and view all the answers

Which of the following is NOT a key point to consider when administering a questionnaire?

<p>The clarity and length of the questions. (D)</p> Signup and view all the answers

What is the primary purpose of pilot testing a questionnaire?

<p>To identify any potential problems or biases in the questions. (B)</p> Signup and view all the answers

Which of these is NOT considered a factor related to the characteristics of respondents?

<p>Availability of resources. (C)</p> Signup and view all the answers

Which method of administering a questionnaire offers the highest level of flexibility in terms of timing and location?

<p>Internet and intranet-mediated responses. (A)</p> Signup and view all the answers

What is the importance of a covering letter when administering a questionnaire?

<p>It explains the purpose of the questionnaire and encourages participation. (C)</p> Signup and view all the answers

Which of the following is a potential advantage of using a questionnaire compared to an interview?

<p>Reduces the risk of interviewer bias or influence. (B)</p> Signup and view all the answers

Flashcards

Thematic Organization

Organizing literature into common themes or subthemes.

Purpose of Thematic Organization

Define the general topic and provide coherence among themes.

Stage III – More Reading

Seek additional relevant literature with a clearer understanding of the topic.

Key Features of More Reading

Highlight trends, conflicts, and gaps in research.

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Stage IV – Write Individual Sections

Begin writing with thematic sections using gathered annotations.

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Criteria for Analyzing Literature

Explain the methods used for analyzing and comparing studies.

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Stage V – Integrate Sections

Combine sections into a cohesive narrative for the literature review.

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Identify Gaps in Research

Spot inconsistencies or methodological flaws in the reviewed literature.

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Umbrella Sentences

Sentences at paragraph beginnings that summarize key ideas.

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Dependent Variables

Outcomes in a study affected by independent variables.

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Independent Variables

Conditions or treatments controlled by the researcher.

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Research Hypothesis

A specific statement predicting the relationship between variables.

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Null Hypothesis

Assumes no effect or relationship between variables.

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Statistical Significance

Determines the likelihood that results are not due to chance.

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Variables

Outcomes in research that can vary; includes dependent and independent.

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Sample vs. Population

A sample is a subset of the larger population being studied.

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Nondirectional Research Hypothesis

Hypothesis stating groups are different without specifying the direction of difference.

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Directional Research Hypothesis

Hypothesis stating groups are different and specifies the direction of difference.

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Good Hypothesis Criteria

A good hypothesis is declarative, posits a relationship, reflects theory, is concise, and testable.

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Significance in Research

Indicates that observed differences are likely due to treatment, not chance.

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Problem Statement

The research problem is the central issue that guides the research study.

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Questionnaire Design

The process of creating effective questions for data collection.

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Validity

The accuracy of a questionnaire in measuring intended variables.

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Internal Validity

The ability of a questionnaire to measure what it intends to measure.

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Content Validity

The extent to which questionnaire questions cover the desired content area.

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Criterion-Related Validity

The ability of the questionnaire to predict behavior or outcomes.

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Test-Retest Reliability

Reliability established by testing the same group at different times.

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Internal Consistency

The degree to which different questions in a questionnaire yield similar results.

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Pilot Testing

The trial run of a questionnaire to assess its effectiveness and validity.

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Population

Larger group from which individuals are selected for study.

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Sample

Representative portion of a population sufficient for decision making.

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Census

Survey that includes every element in the population.

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Sampling Frame

List of all units in the population of interest.

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Sampling Strategy

Method to select sampling units from a population.

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Probability Sampling

Sampling technique where each unit has a known chance of selection.

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Non-Probability Sampling

Sampling technique where units are not randomly selected.

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Target Population

Clearly defined group that the research aims to study.

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Judgemental Sampling Technique

A sampling method where researchers select samples based on their own knowledge and credibility.

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Advantage of Judgemental Sampling

It's relatively easy and inexpensive to execute compared to other methods.

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Disadvantage of Judgemental Sampling

Inability to generalize findings due to biased sample selection.

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Quota Sampling Technique

A non-random sampling method ensuring representation of specific subgroups by meeting predetermined quotas.

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Advantage of Quota Sampling

Makes it quicker to find samples while ensuring some degree of representativeness for subgroups.

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Disadvantage of Quota Sampling

Can introduce sampling bias, as groups are selected conveniently, not randomly.

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Stratified Sampling vs. Quota Sampling

Stratified selects randomly from strata, while quota selects conveniently until the quota of each subgroup is met.

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Generalizability in Sampling Techniques

The degree to which findings can be applied to a broader population; often questioned in non-random techniques.

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Study Notes

Literature Review Characteristics

  • A literature review is a concise analysis of existing research, synthesising and critically evaluating the relevant work.
  • It helps academic researchers understand the current knowledge on a specific topic.
  • A good literature review should be comprehensive, encompassing all pertinent studies, theories, and data.
  • It avoids omitting relevant contributions, considering diverse perspectives.
  • A good literature review also avoids gaps in the research topic.
  • Example: When exploring climate change, a complete review will include climate policies' economic analysis, meteorological studies, and the social effects on vulnerable communities.

Literature Review Definition

  • A literature review is a thorough analysis of a body of research that addresses a specific research question.
  • Burns and Grove (2005) define a literature review as an organised summary of published scholarly work on a particular topic.
  • Taylor (2011) defines a literature review as a systematic presentation of published works by accredited scholars.

Systemic Literature Review

  • A methodical and repeatable process ensures the review's organisation and replication.
  • A clear inclusion and exclusion criteria minimise irrelevant studies and ensures relevance.
  • Example: A study on renewable energy adoption uses the PRISMA framework to find and assess peer reviewed articles after 2015.

Well-Written Literature Review

  • Clarity, coherence, and structure are important for a good review.
  • Logically presenting information and using proper grammar improves readability and professional quality.
  • Example: A literature review on e-learning platforms uses headings like "Introduction," "Methodology," and "Findings." Smooth transitions between the sections and concise summaries of the studies are included.

Bias-Free Literature Review

  • A literature review should objectively evaluate sources without favouring specific studies or viewpoints.
  • Example: A review of economic theories of unemployment should examine Keynesian and New Classical theories, along with their respective supporting data and criticisms.

Factors Affecting Literature Review

  • Researchers' experience is crucial; experienced researchers are better equipped to conduct literature reviews than beginners.
  • Easier research projects facilitate the collection of literature reviews compared to complex projects.
  • Access to resources (computers, internet, journals) directly affects the quality of the review.

Purpose of Literature Review

  • It helps pinpoints what's already known about the research topic.
  • This builds on existing knowledge and provides recommendations for future research.
  • It helps find suitable scholarly literature in existing research studies that can help in future research.

Sources of Literature Review

  • Primary Sources: Original research articles, dissertations, and reports written by researchers who conducted the study.
  • Secondary Sources: Summaries or interpretations of primary sources by other researchers, textbooks, and review articles.
  • Tertiary Sources: General background information, encyclopaedias, dictionaries, and databases, which help to understand the research topic.
  • Electronic Sources: Online databases, journals, and websites for literature reviews, providing wider access.
  • Printed Sources: Books, journals, and magazines, vital for older literature in certain fields.

Steps in Writing a Literature Review

  • Stage 1: Prepare an annotated bibliography to summarize each relevant source.
  • Stage 2: Organise the annotated sources into themes, subthemes, or categories.
  • Stage 3: Conduct further readings to explore the topics for a more comprehensive understanding.
  • Stage 4: Construct individual thematic sections of the review, organising and synthesising the collected information.
  • Stage 5: Synthesise all sections into a cohesive narrative.

Content of the Review (Introduction, Body, Conclusion)

  • Introduction: Specify the topic; context, trends, conflicts, or gaps in the literature; and the review's perspective on the topic.
  • Body: Structure the review by themes or categories; summarise, evaluate, and synthesise relevant sources, discussing different methodologies, theories, and conclusions.
  • Conclusion: Summarize the major contributions of the reviewed literature and evaluate the current state of the research by highlighting methodologies, theories, and findings.

Research Questions

  • Research questions, specific inquiries, aim to address problem areas.
  • Strong research questions should be specific, coherent, focused, and relevant to scholarly debates, allowing for deeper investigative research.

Research Objectives

  • Clearly defined objectives that the research intends to achieve and the steps involved.

Quantitative and Qualitative Research

  • Use quantitative research to measure variables, assess outcomes, and test broad theories across large populations.
  • Choose qualitative research to explore viewpoints, assess processes over time, understand the perspectives of stakeholders, and study a smaller group of people, in depth.

Questionnaire

  • Definition: Data collection method where respondents answer predetermined questions.
  • Key Assumptions: Unreasonable demand, hidden purpose or unrelated questions.
  • Questions: Clear, straightforward, and answerable questions.
  • Format: Clearly structured, numbered questions, attractive presentation, and easy-to-understand explanations.

Questionnaire Design

  • Adjusting or copying existing questionnaires should carefully follow copyright procedures.
  • Question wording needs to be accurate, unambiguous, and understandable.
  • Questions need to be coded for efficient analysis.

Sampling

  • Population: All members of the target group.
  • Sample: A subset of the population.
  • Sampling Frame: A list of all the population members, used to select a sample.
  • Sampling Techniques:
    • Probability: Every population member has a known chance of selection.
      • Simple random sampling
      • Systematic sampling
      • Stratified sampling
      • Cluster sampling
    • Non-probability: Some elements have no chance of selection.
      • Convenience sampling
      • Quota sampling
      • Judgemental sampling
      • Snowball sampling
  • Sample Size: Influencing factors for sample size determination include the study's purpose (statistical analysis, qualitative studies), cost and time constraints, and the desired generalizability.

Sampling Error

  • Discrepancy between the sample's characteristics and the population's characteristics.
  • The goal is to minimise error; larger sample sizes are associated with smaller errors.

Importance of Sampling Strategy

  • Validating the data source and examining the generalizability to the broader population for future studies.

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