Qualitative vs. Quantitative Research

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Questions and Answers

In qualitative research, what is the primary role of the researcher?

  • To serve as the primary instrument for data collection and analysis. (correct)
  • To manipulate variables to observe outcomes.
  • To remain detached and objective throughout data collection.
  • To apply statistical procedures to numerical data.

Which type of research aims to test existing theories or generate new ones to advance knowledge?

  • Explanatory research
  • Basic research (correct)
  • Descriptive research
  • Applied research

What should a researcher consider when determining the significance of a study?

  • The length of time spent on the research.
  • Only advice from other experts in the field.
  • The rationale, timeliness, and relevance of the study to existing conditions. (correct)
  • The researcher's personal feelings on the topic.

How should researchers handle direct quotations from participants in their qualitative research reports?

<p>Write the main idea first, followed by a detailed account from the participant. (C)</p> Signup and view all the answers

What is triangulation in qualitative research?

<p>A method that relies on multiple validation methods to verify study results. (D)</p> Signup and view all the answers

What is the purpose of 'chunking' in data exploration?

<p>Breaking down cleaned data to determine the purpose of each part. (B)</p> Signup and view all the answers

In the context of research ethics, what does falsification refer to?

<p>Manipulating research materials or processes, or changing/omitting data. (C)</p> Signup and view all the answers

A research team is starting a project that aims to understand the experiences of first-generation college students. Which of the following would be considered a well-written research question?

<p>How do first-generation students perceive and navigate the challenges of college? (C)</p> Signup and view all the answers

What is the key difference between structured and unstructured observations?

<p>Structured observations use predefined rules, while unstructured observations do not. (A)</p> Signup and view all the answers

When is it appropriate to use snowball sampling?

<p>When participants are identified through referrals from other participants. (C)</p> Signup and view all the answers

Flashcards

Research Paradigm

Beliefs influencing study, research, and interpretation.

Qualitative Research

Understanding social issues from words and detailed views.

Phenomenology

An approach to and a method of understanding lived experiences

Ethnography

Study of culture in natural context over prolonged period.

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Grounded Theory

Data collection and analysis methods to construct grounded theories.

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Research

A systematic investigation requiring analyzed and interpreted data.

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Deductive Reasoning

Tests concepts/patterns from theory using empirical data.

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Basic Research

Tests/generates theories to advance knowledge/understanding.

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Applied Research

Applies acquired knowledge to resolve practical issues.

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Research Design

A strategic plan for answering research questions.

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Study Notes

  • Research manifests in everyday life

Research Paradigm

  • A research paradigm is a cluster of beliefs that influences what should be studied, how research should be done, and how results should be interpreted.
  • Qualitative research understands social or human problems by building a holistic picture with words and detailed views.
  • Quantitative research investigates social or human problems by testing theories with variables, measured with numbers and analyzed statistically.

Qualitative Research Characteristics

  • Primarily concerned with processes rather than outcomes
  • Interested in meaning and how people make sense of experiences
  • The researcher is the primary data collection and analysis instrument
  • Involves fieldwork
  • Highly descriptive, deriving meaning from words or pictures
  • The process is inductive

Approaches to Qualitative Research

  • Phenomenology understands lived experiences' behavioral, emotive, and social meanings.
  • Emphasizes individual's experiences, beliefs, and perceptions
  • Ethnography studies shared practices and belief systems (culture) of a group in their natural context over a prolonged period.
  • Case studies allow in-depth investigation of complex issues within a specific context, based on a small area or limited subjects.
  • Discourse/Conversation Analysis studies naturally occurring discourse and extracts shared meanings, with text as the object of analysis.
  • Discourse analysis has four themes: discourse as a topic, action, rhetorically organized, and language as constructive.
  • Inductive Thematic Theory presents participant stories and experiences accurately and comprehensively.

More Qualitative Research Approaches

  • Grounded Theory uses inductive data collection and analysis to construct theories grounded in the data.
  • Narrative Analysis focuses on storytelling as the source of data.
  • Shifts research focus from "what happened" to "tell me what happened."
  • Relates not just to lifespans but also, episodes and interconnections.

Research

  • Requires data to be collected, analyzed, and interpreted.
  • Aims at contributing to generalizable knowledge
  • Must follow the scientific method.

Inductive Reasoning

  • Aims to infer theoretical concepts/patterns from observed data
  • Also known as Theory Building research

Deductive Reasoning

  • Aims to test concepts/patterns known from theory using new empirical data
  • Also known as Theory Testing research

Qualitative vs. Quantitative Research

  • Qualitative research (inductive) aims to understand the world based on individual experiences and perceptions
  • Quantitative research (deductive) aims to understand the world using controlled, value-neutral, generalizable processes
  • Both can be done separately or alongside each other

Basic vs. Applied Research

  • Basic (theoretical) research tests/generates new theories to advance knowledge
  • Applied research uses acquired knowledge to resolve practical issues

Empirical Knowledge

  • Information gathered through experience and direct data collection

Nonempirical Knowledge

  • Knowledge roots from introspection, vicarious experiences, and analysis

Scientific Knowledge

  • A generalized body of laws and theories that explains a phenomenon acquired using the scientific method

Exploratory Research

  • Conducted in new areas of inquiry to scope out the magnitude of a phenomenon, generate new ideas, and test feasibility

Explanatory Research

  • Provides explanations of an observed phenomenon by answering the 'why' and 'how' questions - attempts to connect the dots of phenomenon

Descriptive Research

  • Answers 'who', 'what', 'when', and 'where' questions
  • Observations based on the scientific method are more reliable then untrained individuals

Research Design

  • A strategic plan answering the research questions, including data collection, analysis, and interpretation

Methodology

  • Rationale for the research design, justifying choice of data collection, analysis method, and procedures

Research Method

  • A specific set of tools that a researcher uses throughout the study

The Scientific Method

  • The scientific method is a cycle

Six Elements in Qualitative Research

  • Statement of the problem
  • Literature on the research topic
  • Scope of the problem
  • Importance and relevance of the problem
  • Discipline that can be influenced by the study
  • General characteristics or profile of the study participants
  • Overall goal or aim of the study or answered question

Good Purpose Statement Criteria

  • The statement must be in a single sentence only
  • Statement must include the purpose of the study
  • Statement must include the central phenomenon
  • Use qualitative words or terms
  • Note the participants, if any
  • State the research site

Research Question

  • The question should be evocative
  • Relevant to the readers

Research Title

  • Requires creativity
  • Use creativity more than what quantitative research can provide

Title should be:

  • A very concise statement
  • Identifying the major variables of the study

Significance of the Study

  • Researcher to consider what the research rationale is
  • Significance of the study is whatever you deemed it to be

Scopes and Limitations

  • Are tandem ideas of what and what not the researcher can do

Basic Steps for Scope

  • Expressed in terms of focus, locus (place/location), and modus (mode/manner of data-gathering)

Useful Resources

  • Textbooks, Manuals/Guides, Encylopedias, Dictionaries, Annual Reviews, Bibliographies, Abstracts, Scholarly Journals, Trade Periodicals

Elements of Citation Style

  • American Psychological Association (APA)
  • Modern Language Association (MLA)
  • American Medical Association (AMA)
  • Chicago/Turabian

Steps in Literature Review

  • Work closely of your research problem and sub-problems
  • Look for related keywords
  • Locate related literature
  • Make searches with specific keywords
  • Create a list of the desired sources
  • Find your sources and look them over
  • Develop and maintain a systematic tool for recording relevant information.

Research Paper Principles

  • Chronological
  • Comparison and Contrast
  • Spatial Pattern
  • Cause and Effect
  • Analysis

Ethics of Writing Literature

  • Fabrication
  • Falsification
  • Plagiarism
  • Redundant publication
  • Unauthorized authorship

Probability Sampling

  • Simple random sampling
  • Stratified random sampling
  • Cluster sampling
  • Multistage sampling
  • Systematic sampling

Non-probability Sampling

  • Purposive sampling
  • Convenience sampling
  • Snowball sampling
  • Quota sampling

Observation Guide

  • Used when participants can be observed directly
  • Determine the venue
  • Prepare yourself to enter the field
  • Identify the things to observe
  • Prepare all means of data collection and what type of data you will collect
  • Organize your data
  • Define how long the observation will be
  • Determine when you will exit

Types of interviews

  • Structured
  • Semi-structured
  • Unstructured

Iterview Guide Development

  • Main research questions

Interview Questions

  • Need to be developed
  • Primary domains of content
  • Types of data needed

Data Cleaning

  • Raw data converted to transcripts/usable formats.

Data Exploration

  • Broken down into repetitive steps such as: Chunking, clustering, coding, and memoing

Data Interpretation and Presentation (Methods)

  • Narrative is a focus of telling a story with results
  • Chronological is according to the narrative described by each participant
  • Critical Incidents is focused on incidents themselves
  • Thematic data can be revolved around a theme
  • Visual representation can be presented as charts or tables

Validity

  • Checking if the data is supported throughout testing

Types of Validity

  • Content validity
  • Criterion-based validity
  • Construct validity
  • Triangulation

Recommendations

  • They are suggested actions
  • Related to presentation
  • Recommendations should be relevant

Ways to make an effective presentation

  • Strong and well-written - Message to deliver
  • No complex data and jargon for the presentation - Words and Images
  • Interact with the audience- Rapport
  • Add a small but good impact for the listener at the end- Retention
  • Keep you on track with cue cards or guides- Guide and Scripts

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