Fundamentals of
Qualitative Research
Admas Abera (MSc, Assistant Professor)
Epidemiology and Biostatistics Unit
School of Public Health,
Haramaya University
Overview of the chapter
Aim: To enhance students’ capacity to conceptualize, design and
conduct qualitative research in public health and health sciences.
Topics:
• What is a qualitative research?
• Developing a qualitative research question
• Qualitative research designs
• Data collection in qualitative research
• Qualitative data analysis (overview & types)
• Scientific rigor in qualitative research
1/11/2023 Qualitative Research 2
What is a qualitative
research?
Introduction
“Not everything that can be counted
counts, and not everything that
counts can be counted.”
Einstein
1/11/2023 Qualitative Research 4
Introduction
• What proportions of people with TB
discontinue their medications after
the intensive phase of treatment in 3-
moths period?
Can be answered Quantitatively
1/11/2023 Qualitative Research 5
Introduction
• Why do people on anti-TB
medication discontinue their
treatment after the intensive
phase?
1/11/2023 Qualitative Research 6
What is qualitative research?
“A scientific strategy which helps us to understand complex
social phenomena in natural (rather than experimental)
settings, giving due emphasis to the meanings, experiences
and views of participants.”
1/11/2023 Qualitative Research 7
What is qualitative research?
• A strategy for systematic collection, organization and
analysis of textual information.
• Uses inductive approaches to generate new insights
into a certain phenomena that are difficult to measure
quantitatively.
• They can characterize participant perspectives and
experiences in great depth
1/11/2023 Qualitative Research 8
How does Qualitative research
differ from Quantitative
research?
Qualitative Quantitative
Mixed
Systematic subjective approach
Approach: Inductive
Aim: To gain insight, explore depth,
generate hypotheses
Focus: complex & Broad
Sampling: Purposeful
Data collection: In-depth
interviews, FGDs, observations:
“Researcher as instrument”
Data Analysis: Iterative/exploratory
interpretation
Basic element of analysis: words
A formal, objective, systematic
process of obtaining information.
Approach: Deductive
Aim: Breadth, to test hypotheses,
examine cause & effect
Focus: Concise & Narrow
Sampling: Random
Data collection: Surveys, secondary
data
Data Analysis: Statistical tests,
Modelling
Basic element of analysis: numbers
1/11/2023 Qualitative Research 10
What are the goals of qualitative research?
Exploration What are the doctor-patient interaction in ART follow
up?
1/11/2023 Qualitative Research 11
Description What are the experiences of ART patients in terms of
taking them regularly and how they cope up with drug side
effects?
Interpretation How has the ART treatment affected the social and
economic life of patients with low income?
Developing a qualitative
Research Question
Well informed questions are key to
good research.
• Define the purpose of research
• Determine appropriate methodology for the study
• Guide study planning
• Frame analysis and your findings
1/11/2023 Qualitative Research 13
Topics suited to qualitative research
• The role of organizational context in implementing new
technology or practices
• Complex social processes
• Patient perceptions of healthcare access
• Beliefs, motivations underlying health behaviors
1/11/2023 Qualitative Research 14
Writing a research question
• State the aim of the study using action verbs
• Identify topic of interest
• Use neutral or non-directional language
• Define the sample and the setting
• Be precise!
1/11/2023 Qualitative Research 15
Sample qualitative research questions
• Why do women not deliver in health facilities in East Ethiopia?
• What are the behavioral and system level challenges to implement
electronic medical records at Hiwotfana hospital?
• Why do women with breast cancer present late to health facilies in
North-west Ethiopia?
1/11/2023 Qualitative Research 16
Formulating QUAL Research question
A well-developed research question is essential for the
success of the study
• Invest time in defining the research gap
• Ensure the question is feasible
• Use the research question to guide the choice of the
methods and analysis
1/11/2023 Qualitative Research 17
Critiquing a research question
Research question:
• The purpose of this research is to understand the knowledge,
beliefs, attitude, preferences and barriers of contraception
among women.
Better:
• To explore barriers of long-acting contraceptives among rural
women at high risk for unintended pregnancy in Ethiopia.
1/11/2023 Qualitative Research 18
Qualitative research
designs
Types of qualitative research designs
• Phenomenological
• Ethnography
• Narrative studies
• Grounded theory
• Historical studies
• Case studies
1/11/2023 Qualitative Research 20
Qualitative research designs
1. Phenomenological: Examine
human experiences through the
descriptions provided by the
people involved.
• These experiences are called
lived experiences.
• Data are obtained through
interviews
• Concept of “bracketing” is
applied: putting aside your own
ideas about a phenomenon
1/11/2023
Qualitative Research
21
1/11/2023 Qualitative Research 22
Qualitative research designs
1. Phenomenology: Examine
human experiences through the
descriptions provided by the
people involved.
• These experiences are called
lived experiences.
• Data are obtained through
interviews
• Concept of “bracketing” is
applied: putting aside your own
ideas about a phenomenon
2. Ethnography: involve the
collection and analysis of data
about cultural groups.
“Learning from people”
• Ethnographers live with people
they are studying
• Data collection: Observation &
interview of key informants
1/11/2023
Qualitative Research
23
1/11/2023 Qualitative Research 24
Qualitative research designs
3. Grounded theory: data are
collected and analyzed then a
theory is developed that is
grounded in the data.
• The theory generated is self-
correcting.
• More concerned with
hypothesis generation than
testing
E.g. Post radiotherapy care among
cancer patients.
4. Historical studies: concern
the identification, location,
evaluation, and synthesis of
data from the past.
“Learning from the past”
• Concerned with what can be
learned from past actions
and how these can be
applied for future actions
1/11/2023 Qualitative Research 25
1/11/2023 Qualitative Research 26
Qualitative research designs
3. Grounded theory: data are
collected and analyzed then a
theory is developed that is
grounded in the data.
• The theory generated is self-
correcting.
• More concerned with
hypothesis generation than
testing
E.g. Post radiotherapy care among
cancer patients.
4. Historical studies: concern
the identification, location,
evaluation, and synthesis of
data from the past.
“Learning from the past”
• Concerned with what can be
learned from past actions
and how these can be
applied for future actions
1/11/2023 Qualitative Research 27
Qualitative research designs
5. Narrative research: involves
collection of data from personal
experience.
• Aims to explore and
conceptualize human experience
as it is represented in textual
format.
• Spoken or written stories
E.g. Autobiography, life history
6. Case studies: involves
in-depth examinations of
people or groups of people.
• Can be both quantitative or
qualitative depending on the
purpose
• E.g. diaries of DM patients on
insulin pump
1/11/2023 Qualitative Research 28
Data collection in
qualitative studies
Major qualitative data collection methods
Approach Application/Purpose
In-depth Interview Explore individual experiences and perceptions in rich
detail
Key Informant interview Are in-depth interviews with experts on specific area
(key informants)
Focus Groups Generate unique insights into shared experiences and
social norms
Observation (participant/non-
participants)
Learn about behaviors and interactions in natural settings:
study a cultural aspect of a particular setting or context
Document Review Review of available documents on specific topics
1/11/2023 Qualitative Research 31
In-depth Interviews
• Are guided conversations with
informants.
• We don’t know what we are
going to obtain during the
interview
1/11/2023 Qualitative Research 32
When to use in-depth interviews
• Individual perspectives and experiences
• Addressing sensitive topics
• Concerns about fear of reprisal
• When structured survey approaches do not work
1/11/2023 Qualitative Research 33
Sampling for interviews
• Aim is to identify “key informants”
• Goal is breadth not representativeness
• Size varies depending on the complexity of the research
question
• Determined by theoretical saturation (point at which no
new concepts emerge from the data)
1/11/2023 Qualitative Research 34
In-depth interviews
Data collection:
Interview guides
• Framework for the interviewer
• List of main questions and probes
• Open, non-directive
• Interviewer may diverge incase of emergent ideas
• Interviewer may reword questions, drop/add
questions, change questions
1/11/2023 Qualitative Research 35
Types of probes during in-depth interview
Silent Nod slowly..
Echo Repeat the last statement & ask respondent to continue
Direct Tell me more…
Detail Who, where, what, when, how…
Clarifying You said “X”, please clarify what you meant by that…
1/11/2023 Qualitative Research 36
In-depth interviews
Things to avoid during interview
• Influencing responses by asking
leading questions or conveying
own views (implicitly or explicitly)
• Moving too quickly from one topic
to another
• Interrupting the informant
Tips for good interview
• Know your questions and
probes well
• Rehearse your introduction
• Be aware of power
differentials
1/11/2023 Qualitative Research 37
Focus Group Discussions
(FGD)
1/11/2023 Qualitative Research 38
What is a FOCUS GROUP?
• Group of people with certain shared
characteristics
• Interactions and group dynamics is
essential when choosing focus groups
• Widens ranges of responses
• Activates forgotten details
1/11/2023 Qualitative Research 39
Focus groups are useful for…
• Characterizing social & cultural norms
• Sharing and comparing ideas
• Exploring potentially sensitive issues
1/11/2023 Qualitative Research 40
Designing FGDs
1/11/2023 Qualitative Research 41
FGD group size and number
6-10
participants
3-5
groups
per strata
1/11/2023 Qualitative Research 42
Analysis of FGD data
• The group is the unit of analysis (not individuals within it)
• View of one individual or theme of the group
• Response to question or emerged spontaneously
1/11/2023 Qualitative Research 43
Fundamentals of
qualitative data analysis
Qualitative data analysis
• An iterative process of whereby collected data is translated into
some form of explanation, understanding and interpretation of
the situation or people we are studying.
• There are 2 approaches:
1/11/2023 Qualitative Research 45
Qualitative data analysis
1. Deductive approach:
• Preliminary organizing framework is
developed.
• Initial codes are drawn from:
• Existing Literature
• Research expertise
2. Inductive approach:
• Participant experiences drive the
analysis (to group the data)
• Limits the possibility of the
researcher forcing preconceived
ideas
Integrated approach
1/11/2023 Qualitative Research 46
What are Codes?
• Codes are words or short phrases that represent the essence or
key attributes of narrative/verbal information.
• Used to codify or categorize data
• Coding is the process of organizing the data into “chunks” that
are alike
• Codes are developed into code structure
1/11/2023 Qualitative Research 47
Coding is an iterative process
Create initial
codes &
properties
Code 2-3
transcripts,
Negotiate and
revise
Code 3-5 transcripts,
Negotiate and revise
Create final code
structure, and
apply to all
ALWAYS READ
transcripts
freely before
1/11/2023 Qualitative Research 48
Code structure
• Compilation of the emerging codes
• Brief definitions and properties for each code (can include
quotes)
• Guidance when and how to use codes
• Evolves throughout the data analysis
1/11/2023 Qualitative Research 49
Be flexible in refining code structure
• Negotiation may be required
• Expand to encompass more ideas
• Merge into existing codes
1/11/2023 Qualitative Research 50
Process of qualitative data analysis
Step-1:
Organize
Data Step-2:
Identify
Framework
Step-3: Sort
Data into
Framework
Step-4: Use
Framework
for
descriptive
analysis
Step-5:
Second
order
analysis
1/11/2023 Qualitative Research 51
Steps in QDA
Step 1: Organize data
• Transcription and translation
of audio data
• Data cleaning
• Structure the data
Step 2: Identify framework
• Read, Read, Read…
• Identify framework (Inductive
Vs Deductive)
• Coding plan
Step 3: Sort data into
Framework
• Code the data
• Modify Code structure
• Data entry into software
Step 4: Conduct Analysis
• Identify recurrent themes and
patterns in the data
• Search data to answer your
research question
1/11/2023 Qualitative Research 52
Using software for analysis
• Increasingly seen as a standard
• Key to organizing large amount of data
• Supports transparency
• Software can support analysis but DOES NOT do
analysis for you!
1/11/2023 Qualitative Research 53
Overview of the chapter
Topics to be covered:
• What is a qualitative research?
• Developing a qualitative research question
• Qualitative research designs
• Data collection in qualitative research
• Qualitative data analysis (overview & types)
• Writing qualitative research
• Scientific rigor in qualitative research
1/11/2023 Qualitative Research 54
Types of Qualitative
Analysis
1/11/2023 Qualitative Research 55
Types of Qualitative analysis
1. Thematic Analysis
2. Content Analysis
3. Narrative Analysis
4. Discourse Analysis
5. Framework Analysis
6. Grounded theory analysis
1/11/2023 Qualitative Research 56
1. Thematic Analysis
• Thematic analysis helps to identify, analyze, and
interpret patterns in qualitative data.
• Focuses on identifying patterns and ‘themes’.
1/11/2023 Qualitative Research 57
Thematic Analysis
Benefits:
 It’s one of the most accessible
analysis forms
 It’s an effective way to process
large amounts of data into
digestible summaries (themes)
Drawbacks:
 In a complex narrative, thematic
analysis can't capture the true
meaning of a text
 Subjective, and results may not
necessarily align with reality
1/11/2023 Qualitative Research 58
2. Content Analysis
• Examines and quantifies the presence of concepts in text,
image, video, or audio messages.
• Procedure for categorization of verbal or behavioral data for the
purpose of classification, summarization and tabulation.
1/11/2023 Qualitative Research 59
Content Analysis
Advantages:
• You don’t need to directly
interact with participants to
collect data
• It doesn’t require high
investments or sophisticated
solutions
Drawbacks:
• Subjective interpretation
affects your results
• Less effective for complex
textual analysis
1/11/2023 Qualitative Research 60
3. Narrative analysis
• Is used to interpret research participants’ stories or
experiences
• Every interview has narrative aspect that the researcher has to
sort out and reflect upon them, enhance them, and present
them in revised shape to readers.
1/11/2023 Qualitative Research 61
Narrative analysis
Advantages:
• The method provides you with a
deep understanding of
participants' actions — & the
motivations behind them
• Keeps experiences as wholes,
instead of fragmenting them
into themes that can be
interpreted differently
Drawbacks:
• It requires a lot of time and
manual effort to make
conclusions
1/11/2023 Qualitative Research 62
4. Grounded theory analysis
• A method of conducting qualitative research to develop
theories by examining real-world data.
• The technique involves the generation of hypotheses and
theories based on data
1/11/2023 Qualitative Research 63
Grounded theory analysis
Advantages:
• It explains events that can’t
be explained with existing
theories
• The results are data-
informed, and therefore
represent the proven state of
things.
Drawbacks:
• Requires a lot of objectivity,
creativity, and critical thinking
• Overly theoretical
1/11/2023 Qualitative Research 64
5. Discourse analysis
• Method of analyzing naturally occurring interactions or written
texts.
• Making sense of everyday social life.
• In contrast to content analysis, the method focuses on the
contextual meanings.
• What people think of a topic, and why they feel the way they
do about it.
1/11/2023 Qualitative Research 65
Which qualitative data analysis
method should you choose?
• The techniques are different in their intent and approaches.
• The choice of the method of analysis is driven by your research
question.
1/11/2023 Qualitative Research 66
Tools for helping the Analytical
Process
• Summaries
• Should contain the key points that emerge from undertaking
the specific activity
• Self Memos
• Allow you to make a record of the ideas which occur to you
about any aspect of your research, as you think of them
• Researcher Diary
Summary of QDA
• Qualitative data analysis is not easy or fast
• Best accomplished with multidisciplinary team
• Data collection and analysis are iterative processes
• Common approach is constant comparative method
• Code structure evolves inductively
1/11/2023 Qualitative Research 68
Writing the Qualitative
Research report
1/11/2023 Qualitative Research 69
Writing the Qualitative Research report
• Researcher analyzes data and writes the analysis in
back-and-forth reflective steps
• Writing the report is part of developing the
interpretation of the data
• Rich thick descriptions – places readers in the setting
1/11/2023 Qualitative Research 70
Challenges to writing qualitative research
• In addition to challenges of writing any report,
researcher prejudice/bias is another challenge
• Qualitative studies tend to be longer
1/11/2023 Qualitative Research 71
Qualitative research parts
• Similar to quantitative research
1. Introduction
2. Literature review
3. Methods:
4. Results:
• Differs from quantitative – Almost all findings are text based
• May use graphics to show relationship of key themes
5. Discussion:
• Limitations
• Implications of findings
• Future researches
1/11/2023 Qualitative Research 72
Writing Background/Problem Statement
• Position yourself in relation to earlier researchers.
• What has not been adequately addressed?
• What has been misrepresented by previous researchers?
• Why do you want to build on someone else’s work?
1/11/2023 Qualitative Research 73
Writing the methods section
• When/where the fieldwork or data collection was conducted’
• The study design employed
• The extent of the investigator involvement in the environment
during data collection
• Information about context, and participant recruitment
• Ethics statement
• Analysis plan
• Underlying framework
• Transcription
• Coding, and software used
• Determination of information saturation
1/11/2023 Qualitative Research 74
Writing the results section
• Qualitative studies contain a LOT of information – decide what
to present
• Back your writing with evidence “Quotes”
• Discrepant ideas should be included
• “Quantifying” how common the finding was
• Protect participants’ identity
1/11/2023 Qualitative Research 75
Writing the discussion section
• Similar with quantitative research
• High level overview of findings
• Implications of the findings
• Limitations
• Future research recommendations
• Overall conclusion
1/11/2023 Qualitative Research 76
Scientific Rigor in
Qualitative studies
Some criticism of qualitative studies
• Lacks reproducibility
• Lacks generalizability
• Researcher bias
• There are many papers
in health sciences that
can address these
problems
1/11/2023 Qualitative Research 78
Standards for rigor
Quantitative Qualitative Issues addressed
Internal Validity Credibility Truth value
External Validity Transferability Generalizability
Reliability Dependability or
trustworthiness
Consistency
Objectivity Confirmability Neutrality
1/11/2023 Qualitative Research 79
Strategies for ensuring validity/rigor
Creswell, 2007
Validity
Prolonged
Engageme
nt
Rich, Thick
descriptions
Triangulati
on
Member
Checking
Discrepant
Informatio
n
External
Auditor
Clarifying
Researcher
bias
1/11/2023 Qualitative Research 81
Thank You!
Any Questions?
1/11/2023 Qualitative Research 82

Fundamentals of Qualitative Research.pdf

  • 1.
    Fundamentals of Qualitative Research AdmasAbera (MSc, Assistant Professor) Epidemiology and Biostatistics Unit School of Public Health, Haramaya University
  • 2.
    Overview of thechapter Aim: To enhance students’ capacity to conceptualize, design and conduct qualitative research in public health and health sciences. Topics: • What is a qualitative research? • Developing a qualitative research question • Qualitative research designs • Data collection in qualitative research • Qualitative data analysis (overview & types) • Scientific rigor in qualitative research 1/11/2023 Qualitative Research 2
  • 3.
    What is aqualitative research?
  • 4.
    Introduction “Not everything thatcan be counted counts, and not everything that counts can be counted.” Einstein 1/11/2023 Qualitative Research 4
  • 5.
    Introduction • What proportionsof people with TB discontinue their medications after the intensive phase of treatment in 3- moths period? Can be answered Quantitatively 1/11/2023 Qualitative Research 5
  • 6.
    Introduction • Why dopeople on anti-TB medication discontinue their treatment after the intensive phase? 1/11/2023 Qualitative Research 6
  • 7.
    What is qualitativeresearch? “A scientific strategy which helps us to understand complex social phenomena in natural (rather than experimental) settings, giving due emphasis to the meanings, experiences and views of participants.” 1/11/2023 Qualitative Research 7
  • 8.
    What is qualitativeresearch? • A strategy for systematic collection, organization and analysis of textual information. • Uses inductive approaches to generate new insights into a certain phenomena that are difficult to measure quantitatively. • They can characterize participant perspectives and experiences in great depth 1/11/2023 Qualitative Research 8
  • 9.
    How does Qualitativeresearch differ from Quantitative research?
  • 10.
    Qualitative Quantitative Mixed Systematic subjectiveapproach Approach: Inductive Aim: To gain insight, explore depth, generate hypotheses Focus: complex & Broad Sampling: Purposeful Data collection: In-depth interviews, FGDs, observations: “Researcher as instrument” Data Analysis: Iterative/exploratory interpretation Basic element of analysis: words A formal, objective, systematic process of obtaining information. Approach: Deductive Aim: Breadth, to test hypotheses, examine cause & effect Focus: Concise & Narrow Sampling: Random Data collection: Surveys, secondary data Data Analysis: Statistical tests, Modelling Basic element of analysis: numbers 1/11/2023 Qualitative Research 10
  • 11.
    What are thegoals of qualitative research? Exploration What are the doctor-patient interaction in ART follow up? 1/11/2023 Qualitative Research 11 Description What are the experiences of ART patients in terms of taking them regularly and how they cope up with drug side effects? Interpretation How has the ART treatment affected the social and economic life of patients with low income?
  • 12.
  • 13.
    Well informed questionsare key to good research. • Define the purpose of research • Determine appropriate methodology for the study • Guide study planning • Frame analysis and your findings 1/11/2023 Qualitative Research 13
  • 14.
    Topics suited toqualitative research • The role of organizational context in implementing new technology or practices • Complex social processes • Patient perceptions of healthcare access • Beliefs, motivations underlying health behaviors 1/11/2023 Qualitative Research 14
  • 15.
    Writing a researchquestion • State the aim of the study using action verbs • Identify topic of interest • Use neutral or non-directional language • Define the sample and the setting • Be precise! 1/11/2023 Qualitative Research 15
  • 16.
    Sample qualitative researchquestions • Why do women not deliver in health facilities in East Ethiopia? • What are the behavioral and system level challenges to implement electronic medical records at Hiwotfana hospital? • Why do women with breast cancer present late to health facilies in North-west Ethiopia? 1/11/2023 Qualitative Research 16
  • 17.
    Formulating QUAL Researchquestion A well-developed research question is essential for the success of the study • Invest time in defining the research gap • Ensure the question is feasible • Use the research question to guide the choice of the methods and analysis 1/11/2023 Qualitative Research 17
  • 18.
    Critiquing a researchquestion Research question: • The purpose of this research is to understand the knowledge, beliefs, attitude, preferences and barriers of contraception among women. Better: • To explore barriers of long-acting contraceptives among rural women at high risk for unintended pregnancy in Ethiopia. 1/11/2023 Qualitative Research 18
  • 19.
  • 20.
    Types of qualitativeresearch designs • Phenomenological • Ethnography • Narrative studies • Grounded theory • Historical studies • Case studies 1/11/2023 Qualitative Research 20
  • 21.
    Qualitative research designs 1.Phenomenological: Examine human experiences through the descriptions provided by the people involved. • These experiences are called lived experiences. • Data are obtained through interviews • Concept of “bracketing” is applied: putting aside your own ideas about a phenomenon 1/11/2023 Qualitative Research 21
  • 22.
  • 23.
    Qualitative research designs 1.Phenomenology: Examine human experiences through the descriptions provided by the people involved. • These experiences are called lived experiences. • Data are obtained through interviews • Concept of “bracketing” is applied: putting aside your own ideas about a phenomenon 2. Ethnography: involve the collection and analysis of data about cultural groups. “Learning from people” • Ethnographers live with people they are studying • Data collection: Observation & interview of key informants 1/11/2023 Qualitative Research 23
  • 24.
  • 25.
    Qualitative research designs 3.Grounded theory: data are collected and analyzed then a theory is developed that is grounded in the data. • The theory generated is self- correcting. • More concerned with hypothesis generation than testing E.g. Post radiotherapy care among cancer patients. 4. Historical studies: concern the identification, location, evaluation, and synthesis of data from the past. “Learning from the past” • Concerned with what can be learned from past actions and how these can be applied for future actions 1/11/2023 Qualitative Research 25
  • 26.
  • 27.
    Qualitative research designs 3.Grounded theory: data are collected and analyzed then a theory is developed that is grounded in the data. • The theory generated is self- correcting. • More concerned with hypothesis generation than testing E.g. Post radiotherapy care among cancer patients. 4. Historical studies: concern the identification, location, evaluation, and synthesis of data from the past. “Learning from the past” • Concerned with what can be learned from past actions and how these can be applied for future actions 1/11/2023 Qualitative Research 27
  • 28.
    Qualitative research designs 5.Narrative research: involves collection of data from personal experience. • Aims to explore and conceptualize human experience as it is represented in textual format. • Spoken or written stories E.g. Autobiography, life history 6. Case studies: involves in-depth examinations of people or groups of people. • Can be both quantitative or qualitative depending on the purpose • E.g. diaries of DM patients on insulin pump 1/11/2023 Qualitative Research 28
  • 29.
  • 30.
    Major qualitative datacollection methods Approach Application/Purpose In-depth Interview Explore individual experiences and perceptions in rich detail Key Informant interview Are in-depth interviews with experts on specific area (key informants) Focus Groups Generate unique insights into shared experiences and social norms Observation (participant/non- participants) Learn about behaviors and interactions in natural settings: study a cultural aspect of a particular setting or context Document Review Review of available documents on specific topics 1/11/2023 Qualitative Research 31
  • 31.
    In-depth Interviews • Areguided conversations with informants. • We don’t know what we are going to obtain during the interview 1/11/2023 Qualitative Research 32
  • 32.
    When to usein-depth interviews • Individual perspectives and experiences • Addressing sensitive topics • Concerns about fear of reprisal • When structured survey approaches do not work 1/11/2023 Qualitative Research 33
  • 33.
    Sampling for interviews •Aim is to identify “key informants” • Goal is breadth not representativeness • Size varies depending on the complexity of the research question • Determined by theoretical saturation (point at which no new concepts emerge from the data) 1/11/2023 Qualitative Research 34
  • 34.
    In-depth interviews Data collection: Interviewguides • Framework for the interviewer • List of main questions and probes • Open, non-directive • Interviewer may diverge incase of emergent ideas • Interviewer may reword questions, drop/add questions, change questions 1/11/2023 Qualitative Research 35
  • 35.
    Types of probesduring in-depth interview Silent Nod slowly.. Echo Repeat the last statement & ask respondent to continue Direct Tell me more… Detail Who, where, what, when, how… Clarifying You said “X”, please clarify what you meant by that… 1/11/2023 Qualitative Research 36
  • 36.
    In-depth interviews Things toavoid during interview • Influencing responses by asking leading questions or conveying own views (implicitly or explicitly) • Moving too quickly from one topic to another • Interrupting the informant Tips for good interview • Know your questions and probes well • Rehearse your introduction • Be aware of power differentials 1/11/2023 Qualitative Research 37
  • 37.
  • 38.
    What is aFOCUS GROUP? • Group of people with certain shared characteristics • Interactions and group dynamics is essential when choosing focus groups • Widens ranges of responses • Activates forgotten details 1/11/2023 Qualitative Research 39
  • 39.
    Focus groups areuseful for… • Characterizing social & cultural norms • Sharing and comparing ideas • Exploring potentially sensitive issues 1/11/2023 Qualitative Research 40
  • 40.
  • 41.
    FGD group sizeand number 6-10 participants 3-5 groups per strata 1/11/2023 Qualitative Research 42
  • 42.
    Analysis of FGDdata • The group is the unit of analysis (not individuals within it) • View of one individual or theme of the group • Response to question or emerged spontaneously 1/11/2023 Qualitative Research 43
  • 43.
  • 44.
    Qualitative data analysis •An iterative process of whereby collected data is translated into some form of explanation, understanding and interpretation of the situation or people we are studying. • There are 2 approaches: 1/11/2023 Qualitative Research 45
  • 45.
    Qualitative data analysis 1.Deductive approach: • Preliminary organizing framework is developed. • Initial codes are drawn from: • Existing Literature • Research expertise 2. Inductive approach: • Participant experiences drive the analysis (to group the data) • Limits the possibility of the researcher forcing preconceived ideas Integrated approach 1/11/2023 Qualitative Research 46
  • 46.
    What are Codes? •Codes are words or short phrases that represent the essence or key attributes of narrative/verbal information. • Used to codify or categorize data • Coding is the process of organizing the data into “chunks” that are alike • Codes are developed into code structure 1/11/2023 Qualitative Research 47
  • 47.
    Coding is aniterative process Create initial codes & properties Code 2-3 transcripts, Negotiate and revise Code 3-5 transcripts, Negotiate and revise Create final code structure, and apply to all ALWAYS READ transcripts freely before 1/11/2023 Qualitative Research 48
  • 48.
    Code structure • Compilationof the emerging codes • Brief definitions and properties for each code (can include quotes) • Guidance when and how to use codes • Evolves throughout the data analysis 1/11/2023 Qualitative Research 49
  • 49.
    Be flexible inrefining code structure • Negotiation may be required • Expand to encompass more ideas • Merge into existing codes 1/11/2023 Qualitative Research 50
  • 50.
    Process of qualitativedata analysis Step-1: Organize Data Step-2: Identify Framework Step-3: Sort Data into Framework Step-4: Use Framework for descriptive analysis Step-5: Second order analysis 1/11/2023 Qualitative Research 51
  • 51.
    Steps in QDA Step1: Organize data • Transcription and translation of audio data • Data cleaning • Structure the data Step 2: Identify framework • Read, Read, Read… • Identify framework (Inductive Vs Deductive) • Coding plan Step 3: Sort data into Framework • Code the data • Modify Code structure • Data entry into software Step 4: Conduct Analysis • Identify recurrent themes and patterns in the data • Search data to answer your research question 1/11/2023 Qualitative Research 52
  • 52.
    Using software foranalysis • Increasingly seen as a standard • Key to organizing large amount of data • Supports transparency • Software can support analysis but DOES NOT do analysis for you! 1/11/2023 Qualitative Research 53
  • 53.
    Overview of thechapter Topics to be covered: • What is a qualitative research? • Developing a qualitative research question • Qualitative research designs • Data collection in qualitative research • Qualitative data analysis (overview & types) • Writing qualitative research • Scientific rigor in qualitative research 1/11/2023 Qualitative Research 54
  • 54.
  • 55.
    Types of Qualitativeanalysis 1. Thematic Analysis 2. Content Analysis 3. Narrative Analysis 4. Discourse Analysis 5. Framework Analysis 6. Grounded theory analysis 1/11/2023 Qualitative Research 56
  • 56.
    1. Thematic Analysis •Thematic analysis helps to identify, analyze, and interpret patterns in qualitative data. • Focuses on identifying patterns and ‘themes’. 1/11/2023 Qualitative Research 57
  • 57.
    Thematic Analysis Benefits:  It’sone of the most accessible analysis forms  It’s an effective way to process large amounts of data into digestible summaries (themes) Drawbacks:  In a complex narrative, thematic analysis can't capture the true meaning of a text  Subjective, and results may not necessarily align with reality 1/11/2023 Qualitative Research 58
  • 58.
    2. Content Analysis •Examines and quantifies the presence of concepts in text, image, video, or audio messages. • Procedure for categorization of verbal or behavioral data for the purpose of classification, summarization and tabulation. 1/11/2023 Qualitative Research 59
  • 59.
    Content Analysis Advantages: • Youdon’t need to directly interact with participants to collect data • It doesn’t require high investments or sophisticated solutions Drawbacks: • Subjective interpretation affects your results • Less effective for complex textual analysis 1/11/2023 Qualitative Research 60
  • 60.
    3. Narrative analysis •Is used to interpret research participants’ stories or experiences • Every interview has narrative aspect that the researcher has to sort out and reflect upon them, enhance them, and present them in revised shape to readers. 1/11/2023 Qualitative Research 61
  • 61.
    Narrative analysis Advantages: • Themethod provides you with a deep understanding of participants' actions — & the motivations behind them • Keeps experiences as wholes, instead of fragmenting them into themes that can be interpreted differently Drawbacks: • It requires a lot of time and manual effort to make conclusions 1/11/2023 Qualitative Research 62
  • 62.
    4. Grounded theoryanalysis • A method of conducting qualitative research to develop theories by examining real-world data. • The technique involves the generation of hypotheses and theories based on data 1/11/2023 Qualitative Research 63
  • 63.
    Grounded theory analysis Advantages: •It explains events that can’t be explained with existing theories • The results are data- informed, and therefore represent the proven state of things. Drawbacks: • Requires a lot of objectivity, creativity, and critical thinking • Overly theoretical 1/11/2023 Qualitative Research 64
  • 64.
    5. Discourse analysis •Method of analyzing naturally occurring interactions or written texts. • Making sense of everyday social life. • In contrast to content analysis, the method focuses on the contextual meanings. • What people think of a topic, and why they feel the way they do about it. 1/11/2023 Qualitative Research 65
  • 65.
    Which qualitative dataanalysis method should you choose? • The techniques are different in their intent and approaches. • The choice of the method of analysis is driven by your research question. 1/11/2023 Qualitative Research 66
  • 66.
    Tools for helpingthe Analytical Process • Summaries • Should contain the key points that emerge from undertaking the specific activity • Self Memos • Allow you to make a record of the ideas which occur to you about any aspect of your research, as you think of them • Researcher Diary
  • 67.
    Summary of QDA •Qualitative data analysis is not easy or fast • Best accomplished with multidisciplinary team • Data collection and analysis are iterative processes • Common approach is constant comparative method • Code structure evolves inductively 1/11/2023 Qualitative Research 68
  • 68.
    Writing the Qualitative Researchreport 1/11/2023 Qualitative Research 69
  • 69.
    Writing the QualitativeResearch report • Researcher analyzes data and writes the analysis in back-and-forth reflective steps • Writing the report is part of developing the interpretation of the data • Rich thick descriptions – places readers in the setting 1/11/2023 Qualitative Research 70
  • 70.
    Challenges to writingqualitative research • In addition to challenges of writing any report, researcher prejudice/bias is another challenge • Qualitative studies tend to be longer 1/11/2023 Qualitative Research 71
  • 71.
    Qualitative research parts •Similar to quantitative research 1. Introduction 2. Literature review 3. Methods: 4. Results: • Differs from quantitative – Almost all findings are text based • May use graphics to show relationship of key themes 5. Discussion: • Limitations • Implications of findings • Future researches 1/11/2023 Qualitative Research 72
  • 72.
    Writing Background/Problem Statement •Position yourself in relation to earlier researchers. • What has not been adequately addressed? • What has been misrepresented by previous researchers? • Why do you want to build on someone else’s work? 1/11/2023 Qualitative Research 73
  • 73.
    Writing the methodssection • When/where the fieldwork or data collection was conducted’ • The study design employed • The extent of the investigator involvement in the environment during data collection • Information about context, and participant recruitment • Ethics statement • Analysis plan • Underlying framework • Transcription • Coding, and software used • Determination of information saturation 1/11/2023 Qualitative Research 74
  • 74.
    Writing the resultssection • Qualitative studies contain a LOT of information – decide what to present • Back your writing with evidence “Quotes” • Discrepant ideas should be included • “Quantifying” how common the finding was • Protect participants’ identity 1/11/2023 Qualitative Research 75
  • 75.
    Writing the discussionsection • Similar with quantitative research • High level overview of findings • Implications of the findings • Limitations • Future research recommendations • Overall conclusion 1/11/2023 Qualitative Research 76
  • 76.
  • 77.
    Some criticism ofqualitative studies • Lacks reproducibility • Lacks generalizability • Researcher bias • There are many papers in health sciences that can address these problems 1/11/2023 Qualitative Research 78
  • 78.
    Standards for rigor QuantitativeQualitative Issues addressed Internal Validity Credibility Truth value External Validity Transferability Generalizability Reliability Dependability or trustworthiness Consistency Objectivity Confirmability Neutrality 1/11/2023 Qualitative Research 79
  • 79.
    Strategies for ensuringvalidity/rigor Creswell, 2007 Validity Prolonged Engageme nt Rich, Thick descriptions Triangulati on Member Checking Discrepant Informatio n External Auditor Clarifying Researcher bias 1/11/2023 Qualitative Research 81
  • 80.
    Thank You! Any Questions? 1/11/2023Qualitative Research 82