CBR 302 A Hands-On Approach to Qualitative Methods and Analysis.
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Transcript of CBR 302 A Hands-On Approach to Qualitative Methods and Analysis.
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CBR 302CBR 302A Hands-On Approach to Qualitative Methods A Hands-On Approach to Qualitative Methods
and Analysisand Analysis
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Introduction
About making the world a better place via Community Based Research (CBR) :
We’re all part of solution No one way Use dialogue Deep learning to get at root of problem
(Aha)
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Learning Objectives
Upon completion of this workshop, you will be able to:
Describe qualitative research conceptsExplain some of the important terms associated with qualitative
research List misconceptions and limitations of ‘qualitative’ methodsFollow the steps to develop a research projectDifferentiate between Methods, Methodology and ResearchDevelop strategies and skill for gathering and managing 'good' data
(e.g. recording, transcribing, note-taking, qualitative software, etc)
Participate in the analysis of data and develop strategies for coding data
Learn effective approaches for presenting qualitative data
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Qualitative Research: Prevalent Concepts
“seek … how social experience is created and given meaning” (Denzin & Lincoln, 2000, p. 8)
Produce findings without statistical procedures or quantification
Accept different ways of making sense of the world
Seek participant interpretation
Emphasize participant more than researcher view
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Qualitative Research: Prevalent Concepts
Researcher primary instrument
Focus on subjective (or lived) experience
Obtain descriptive, rich, in-depth accounts
Allow ‘from the ground up’ theory building
Can use open, exploratory, ‘unstructured’ means
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One Definition of Qualitative Research
Understanding actions & meanings in their social context (or ‘natural settings’)
Focus on subjective (or lived) experience Descriptive, rich, in-depth Allows for ‘from the ground up’ theory
building Open ended, exploratory, ‘unstructured’
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What is Qualitative Data?
Data in the form of wordsLanguage in the form of texts such as : interviews,
questionnaire responses & long textObservation of settings & events (researcher’s
notes)Personal document such as letter, diaries, etc
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Aspects of QR Methods
Increases understanding of context, content
Increases understanding of what is affected & how
Analyzes why particular impacts are occurring
Assesses how policy can be improved
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Qualitative Research: Common Misconceptions
Easier than quantitative research
Not methodologically rigorous
Doesn’t reveal anything about ‘populations’
Data more manageable
Only experts can do it
Only a first step (for survey development)
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Limitations of Qualitative Methods
Can be difficult to focus (holistic)
Researcher may have difficulty reconciling differences in the data & assessing how representative they are
Cannot make predictions
Cannot be objective since objectivity rejected on principle
Cannot be replicated
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Qualitative Research Stages
State Research Purpose and Problem
Design Research Project - Method
Conduct Research Project
Data Collection & Analysis
Disseminate Results
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Exercise 1:
Define Qualitative Research in your own words & discuss its application in the context of your work?
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Methods, Methodology & Research
Method: The practice of researchThe specific techniques that are employed in collecting, analyzing and disseminating the research
Methodology: The experience of researchThe situations, contexts and social factors that informs the researcher’s and participants’ involvement in the project
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Method
A set of procedures and techniques for gathering and analyzing data (Strauss & Corbin, 1998, p. 3)
• Observation- Participant- Nonparticipant
• Interview• Focus Group• Case study• Short-answer Questionnaire• Case study• Life history, Narrative, • Document analysis
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Methods, Methodology & Research
Methodology – Process issues that can significantly impact on the quality and validity of the research data
Relationships to the community Power and research Nature of the questions Role of prior knowledge in developing the
project and analyzing the data
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Research Design and Methods
… there is no one design or method appropriate for all
Instead, each partnership has to decide what works best for its research question and intervention goal in its particular community context. P. 70
Reference: Minkler & Wallerstein, 2003
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Data
Rich Description
Captures sufficient data (e.g., quotations) so reader can follow process, results, themes, conclusions Captures sufficient detail to capture themes or patterns to summarize essence of data
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Method Exercise 1: Continued
Working with your table mates please discuss:
What factors should you consider when making the decision about which method to use to collect the data?
Be prepared to discuss your recommendations with the class.
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Stages of Research
Identifying the Research Project – Collaborative Venture with community partners
Clearly identify the focus and objectives of the research project
Designing the Research Project – Method
Conducting the Research Project
Data Collection & Analysis
Dissemination of the Data
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Develop Interview Guide Using Standard Open–Ended Questions
Sub-questions should help answer main research question
Ask only what you need to know
Ask easier questions first
Do not ask more than one question within a sentence
Seeking more than a yes or no answer
Use exploratory words e.g., “describe,” “tell me”, “how,” “where,” ‘imagine,” “think back”
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Develop Interview Guide Using Standard Open–Ended Questions
Create dialogue, encouraging participant to talk
Ask factual before controversial ones Ask demographical questions as required
Last question for additional comments, interview impressions
No leading questions
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Develop Interview Guide
Unstructured Open-Ended Interview
Ask one question and allow questions to emerge
Good for initial explorations of topic when not much known
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Develop Interview Guide
Closed fixed questions
Participants choose from possible answers
Useful for non-practiced interviewers
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Group Exercise 2:
Using the scenarios that you have been given, please identify the following:
1. A specific focus of the research project2. Two primary goals of the research
project3. The method that you would use to
conduct the research
4. Four research / interview questions
Be prepared to present your group’s results to the class
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Considerations for Sampling
Exclusion:
Decide if, why, how will exclude certain members who want to be in the study
Collaboration:
Decide norms, decision process, how to make change, procedures to encourage follow principles (e.g., member checks; data collection/analysis personnel)
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Data Analysis
The process through which data are organized so that comparisons can be made and conclusions drawn
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Analyzing the Data
Manifest Content – the actual ideas that are present and observable in the data
Latent Content – the ideas and themes that emerge as you analyze and interpret the data
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Data Analysis: Levels of Exploration
Reference: Hagland, (1997), see also Argyris, C. & SchÖn (1974)
Trends,Patterns
Themes/Structure (Forces/pressures at play)
Need to look below the surface
(Described from Interview)
Events
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Group Exercise: Data Collection
Using a copy of the newspaper provided, please conduct a research analysis of the document and explore the following:
What messages does the media provide you about issues of gender? In what way are those messages evidenced? What are the potential benefits and drawbacks of providing those messages?
Record your findings and make notes of your observations and responses – verbal, non-verbal and emotional.
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Data Analysis
Coding
a word or short phrase that serves to organize or categorize your data (community; equitable coverage; stereotyping)
Themes
clusters or patterns of codes that thematically ‘hang together’ (positive portrayal of women; equitable portrayal;)
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Coding
Coding means going through your data systematically (i.e., read each transcript carefully)
Decide ahead of time how you are going to approach analyzing the data
You get to make up the names for the codes
Remember – not everything is important
Choose what is important to study by going back to your goals & objectives.
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Categories
• Codes are grouped to see where patterns occur (observations over time causing event)
• From your exercise, examine both sets of data to see if there are any codes that could be grouped together to form a category
• Tip: look at definitions of codes as well E.g., some codes might be all about “process”
• Try to see if any other categories could be formed
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Themes or Structure
After categories are formed ……….. look for themes or structure
(reasons why you might be getting the particular pattern or trend)
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Exercise 3: Data Analysis
Using the data you have collected, try to develop a simple ‘coding scheme’ of main ideas (maximum 10 codes)
Pick 1 code to apply: Look for all the times that this idea is mentioned in your data.
Analyze your code: What are the range of experiences here? What patterns/themes do you see here? What does this mean?
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Discussion Questions
What are the themes that emerged?
What are the factors that determined the choice of the particular themes?
How did your prior knowledge about the issue impact on the themes that you identified?
How would that knowledge impact on the analysis of the data?
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Collaborative Data Analysis
Seeing the world through different eyes – Staff, clients & researchers all come with
different perspectives The more people you involve in developing
your coding scheme – the better.
Different eyes lends credibility to data analysis
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Collaborative Data Analysis
Members of the team can examine specific parts of the data
E.g., stratified data: executive interviews by some members; low-income interviews coded by other team members
Some members may code only for a certain period of time due to their availability
Code because of knowledge and expertise of certain member
Code because of lack of knowledge and expertise of certain members
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Advocacy
Look for those persistent patterns that block social change
Once you identify the patterns, you can start to do something about them
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Analysis
QR and CBR seeks “authenticity” or ‘truthfulness”
Because of research rigor, results are credible, demonstrates authenticity, truthfulness, provides voice
Reference: Lincoln & Guba, 2000
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Strategies for Optimizing Validity
Triangulation: - the process of using a variety of data sources and approaches to understanding a problem.
Thick description: Rich, thick descriptions of the participants allow readers to assess ‘transferability’ to other research settings and context.
Member checks: Asking participants to reflect on preliminary analyses and read rough drafts of chapters/reports to ensure accuracy. These “checks” can take place individually or in a group setting.
Clear audit trail: Keeping a complete and accurate record of the steps taken to come to the conclusions. This includes keeping organized notes, a clear and consistent coding scheme and a ‘transparent’ data analysis process in a reflective journal.
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What about Software?
PROs: manages large amounts of
data, gives an ‘air’ of legitimacy, makes organization and retrieval easy, provides structure especially for teams not co-located
Helps easily look at various slices of the data
Helps track decisions over time
CONs steep learning curve
(may not be worth it), too much structure, expense
Remember...software manages ...YOU DO
ANALYSIS!
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Types of Software
NUDIST- N6 NVivo Atlas.ti SPSS
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Dissemination
Approaches for presenting qualitative data effectively
Predefine who your audience will be
How do they receive their communications now?
What will help them hear the message?
Write in a language that is easily understood
Can depict environment in which research took place
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Critical Questions to Examine
Who owns the data?
What commitment have you made to share the findings/results with the community?
How do you ensure that the results are accessible to the community?
What role will the community play in dissemination, and any resulting action outcomes?
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Presenting Your Data
Describe your methods – tell your audience exactly what it is that you did to come up with your results.
Be descriptive & analytical (so conclusions are accepted)
Use lots of quotes (as evidence, let people see them)
Consider tables, charts, figures, models & diagrams
Contextualize – where does this data come from, who does it apply to (particularity, applicability)...
Speak with confidence about your data
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Final Phase
What are the future indications of your research?
Are there other areas that have been highlighted for future research?
Are there any other steps to be taken?
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Workshop Reflections
Any surprises?
What are the most important learnings/messages that you will take away from today?
Is there anything that you will plan to do differently?
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Learning Objectives
Having completed this workshop you should now be able to:
Describe qualitative research conceptsExplain some of the important terms associated with qualitative
research List misconceptions and limitations of ‘qualitative’ methodsFollow the steps to develop a research projectDifferentiate between Methods, Methodology and ResearchDevelop strategies and skill for gathering and managing 'good' data
(e.g. recording, transcribing, note-taking, qualitative software, etc)
Participate in the analysis of data and develop strategies for coding data
Learn effective approaches for presenting qualitative data
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CBR 302CBR 302A Hands-On Approach to Qualitative Methods A Hands-On Approach to Qualitative Methods
and Analysisand Analysis