Podcast
Questions and Answers
What is the primary goal of data analysis?
What is the primary goal of data analysis?
- To obscure relevant information.
- To complicate the decision-making process.
- To avoid making any decisions at all.
- To glean useful information for informed decisions. (correct)
Which data type includes text, images, and video?
Which data type includes text, images, and video?
- Qualitative (correct)
- Numerical
- Quantitative
- Statistical
Which of the following is a qualitative data analysis method?
Which of the following is a qualitative data analysis method?
- Inferential statistics
- Regression analysis
- Grounded theory (correct)
- Descriptive statistics
What is the focus of qualitative research?
What is the focus of qualitative research?
What is the sample size typically like in qualitative research?
What is the sample size typically like in qualitative research?
What type of data does qualitative research primarily rely on?
What type of data does qualitative research primarily rely on?
What is the main goal of quantitative research?
What is the main goal of quantitative research?
Which of the following is an example of a topic best suited for qualitative research?
Which of the following is an example of a topic best suited for qualitative research?
What does quantitative research aim for in its methodology?
What does quantitative research aim for in its methodology?
What is one way Qualitative research helps researchers understand the issue?
What is one way Qualitative research helps researchers understand the issue?
What kind of factors can Qualitative research help identify?
What kind of factors can Qualitative research help identify?
What can qualitative research help healthcare professionals understand?
What can qualitative research help healthcare professionals understand?
What is a primary benefit of qualitative research?
What is a primary benefit of qualitative research?
Which type of research produces data free from bias and subjectivity?
Which type of research produces data free from bias and subjectivity?
What does quantitative research use to ensure findings can be replicated and trusted?
What does quantitative research use to ensure findings can be replicated and trusted?
What is a key purpose of quantitative research?
What is a key purpose of quantitative research?
What type of decisions does quantitative research help people make?
What type of decisions does quantitative research help people make?
Which of the following is a data collection method commonly used in qualitative research?
Which of the following is a data collection method commonly used in qualitative research?
Which data collection method aligns with quantitative research?
Which data collection method aligns with quantitative research?
What insights can quantitative research provide?
What insights can quantitative research provide?
Flashcards
Data Analysis
Data Analysis
Working with data to extract useful information for informed decisions.
Mixed Methods Research
Mixed Methods Research
Research that integrates qualitative and quantitative methods for a comprehensive understanding.
Qualitative Data
Qualitative Data
Non-numerical data such as text, images, and video.
Quantitative Data
Quantitative Data
Numerical data such as statistics and numbers.
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Focus of Qualitative Research
Focus of Qualitative Research
Understanding 'how' and 'why'.
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Qualitative Research
Qualitative Research
Exploratory methods to understand perceptions, behaviors, or experiences, using words, visuals, or observations rather than numbers.
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Quantitative Research
Quantitative Research
Methods using numerical data to measure and analyze variables, aiming for objectivity and generalizability.
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Applications of Quantitative Research
Applications of Quantitative Research
Measuring the impact of strategies, analyzing trends, or testing scientific theories using numerical data.
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Uncovering human experiences
Uncovering human experiences
To understand how people feel about their experiences and what motivates them.
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Intangible factors
Intangible factors
Factors like socioeconomic status, ethnicity, and gender roles that are not easily measurable with numbers.
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Value of Qualitative Research
Value of Qualitative Research
Qualitative research helps uncover human experiences and motivations.
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Qualitative research in healthcare
Qualitative research in healthcare
To understand patients' feelings about their health and tailor care to their needs.
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Reliable Data (Quantitative)
Reliable Data (Quantitative)
Using consistent methods and large samples for reliable and repeatable findings.
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Quantitative Insights
Quantitative Insights
Revealing trends and patterns to aid in understanding complex problems.
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Evidence-Based Decisions
Evidence-Based Decisions
Using research as the groundwork to inform choices in healthcare, education, etc.
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Advance Knowledge
Advance Knowledge
Contributing data to the existing studies in a particular subject.
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Objective of Qualitative Research
Objective of Qualitative Research
To delve deep into the motivations and underlying causes.
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Quantitative Methods
Quantitative Methods
Applying surveys, trials, structured observation, and chance selections.
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- There are two main research methods; qualitative and quantitative, which can be combined for a comprehensive understanding of a research problem.
- The goal is for students to understand the meaning of data collection, define qualitative and quantitative research, and analyze qualitative and quantitative data.
Qualitative Research
- Exploratory methods are used to understand perceptions, behaviors, or experiences.
- This research relies on words, visuals, or observations rather than numbers.
- Focuses on exploring phenomena, understanding experiences, and interpreting meanings through non-numeric data.
- Non-numeric data includes interviews, observations, and textual analysis.
- Examples include understanding customer satisfaction, exploring cultural practices, or identifying social challenges.
- Seeks to uncover human experiences by helping researchers to understand how people feel about their experiences, and what motivates them.
- Helps to identify intangible factors such as socioeconomic status, ethnicity, and gender roles.
- Aids in informing healthcare by helping healthcare professionals understand how patients feel about their health, and how to tailor care to their needs.
- Can help researchers understand the "how" and "why" of complex issues, such as how COVID-19 spread through different populations.
Quantitative Research
- Involves using numerical data to measure and analyze variables.
- Aims for objectivity and generalizability by using statistical tools to test hypotheses.
- Examples include measuring the impact of marketing strategies, analyzing trends, or testing scientific theories.
- Quantitative research produces data that is free from bias and subjectivity.
- Allows researchers to make more accurate and impartial conclusions.
- Uses standardized procedures and large sample sizes to ensure that findings can be replicated and trusted.
- Provides insights about trends and patterns to understand complex problems.
- Helps people make evidence-based decisions in areas like healthcare, education, and business.
- Advances knowledge by contributing to the body of research in a given field.
Objective/Purpose
- Qualitative research aims to gain an understanding of underlying reasons and motivations, while quantitative research to quantify data and generalise results from a sample to the population of interest.
- Qualitative research seeks to uncover prevalent trends in thought and opinion.
- Quantitative research seeks to measure the incidence of various views and opinions in a chosen sample.
Data Collection
- Data collection is gathering information to solve a problem or answer a research question.
- Qualitative data collection methods include:
- Interviews
- Focus groups
- Participant observation
- Document analysis
- Open-ended surveys
- Qualitative tools include:
- Audio/video recordings
- Transcription software
- Field notes
- Quantitative data collection methods include:
- Surveys
- Experiments
- Structured observations
- Probability samples
- Interviews
- Secondary data analysis
- Quantitative tools include:
- Questionnaires
- Measuring instruments
- Online data collection
Data Analysis
- Data analysis involves working with data to glean useful information, which can then be used to make informed decisions.
- Qualitative data analysis techniques include:
- Grounded theory
- Content analysis
- Narrative analysis
- Discourse analysis
- Thematic analysis
- Quantitative data analysis methods include:
- Descriptive statistics
- Inferential Statistics
- Regression Analysis
Mixed Methods
- Mixed methods integrate both qualitative and quantitative methods to provide a more comprehensive understanding of a research problem.
- Aims to triangulate data for stronger validity, and balance in-depth insights with measurable outcomes.
- An example is conducting interviews (qualitative) to understand customer feedback and using surveys (quantitative) to measure satisfaction levels.
Summary of Qualitative vs. Quantitative Research
- Nature of Data: qualitative research uses non-numerical data (text, images, video), whereas quantitative research uses numerical data (statistics, numbers).
- Focus: qualitative research works to understand "how" and "why", whereas quantitative research measures "what", "how much," and "how often".
- Research Approach: qualitative research is subjective and exploratory, whereas quantitative research is objective and conclusive.
- Sample Size: qualitative research uses small, purposive samples, whereas quantitative research uses large, representative samples.
- Tools: qualitative researchers use interviews, observation, and coding. Quantitative researchers use surveys and statistical software.
- Outcome: qualitative research provides a detailed understanding of context, whereas quantitative research generates generalizable results.
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