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What is ontology?
What exists in the world that we can acquire knowledge about
What we know/what is reality
What are the two types of ontology?
Realism: 1 reality exists and we can uncover it with the right methods
Relativism: multiple realities exist and we must ask questions from different perspectives to understand them
What is epistemology?
How we know what we know/how we create knowledge
What are the 3 types of epistemology
Objectivism: There is 1 objective reality based on logic
Constructivism: Multiple perspectives come together to form 1 reality
Subjectivism: Everyone has their own interpretation of the world; there are multiple realities
What is qualitative research?
A form of social inquiry that focuses on the way people interpret and make sense of the world
What makes up qualitative research?
Ontology: relativism (reality is dynamic and contextual)
Epistemology: constructivism or subjectivism
Methods: interviews, field notes, focus groups, case studies, media analyses, ethnography, narrative analysis, video analysis, grounded theory, phenomenology
When should we use qualitative methodology?
To become experienced with the phenomenon of interest
To achieve a deep understanding of issues that can be conveyed quantitatively
To understand feelings, values, and perceptions with nuance
To understand the context and meaning of data
To develop parameters for quantitative study (new questions, variables)
What are the benefits of qualitative research?
Can understand phenomena, experiences, and events
Flexible - method can change as you go
Obtain detailed info and understanding
Explore opinions, attitudes, perspectives, and sensitive issues
No limitation around defining variables because you define things on your own
Open-ended
No pressure to be generalizable
Limitations of qualitative research
Not generalizable (but doesn’t have to be)
Potential for bias in interpretation
Time consuming
Potential loss of privacy for participants, invasive, or sensitive
Reliability of data depends on researcher’s skils (not every can get people to talk)
What makes qualitative resesarch different from journalism?
Systematic process (clear methodology), anonymity of participants, triangulation
What is triangulation?
Using multiiple data sources to develop a comprehensive understanding to check validity
What is member checking?
Analyzing your data, then bringing that analysis to the participants to ensure that your interpretation of the data is correct
What are exploratory research questions?
Investigate little-understood phenomena, identify/discover important variables, and generate hypotheses for further reserach
What are explanatory research questions?
Explain things that cause the phenomenon
What events, beliefs, attitudes, and policies shape this phenomenon? How do things interact to result in the phenomenon?
What are descriptive research questions?
Document phenomenon
What are behaviors, events, attitudes, structures, processes occurring?
What are predictive research questions?
Predict outcomes, forecast events, and behaviors from phenomena
What will occur as a result of this phenomenon? Who will be affected and how?
What is a construct?
Concept that has been deliberately and consciously invented or adopted for a specific scientific purpose (Kerlinger, 1973)
Rarely observable, must be inferred from other info
These are mental shortcuts made of only the simple, essence of a thing
Only includes features that are common to all instances of it, removes all non-essential info
Allows us to communicate and process info faster, but we lose details and examples
When does a construct become a variable?
When it is operationalized (turned into a value or set of values)
What is a theory?
Offers insights into why, how, when, where, and under what conditions a phenomena occurs
They describe relationships between concepts and constructs
When are theories used in research?
Develop hypothesis/RQ, guide methods and analyses, frames interpretation of results
What makes a theory good?
Employs clear definitions to account for what is observable (eg. define sunrise)
Define who or what is included and excluded from the theory (eg. sunrise on Earth, exclude sunrise on other planets)
Specify exact setting where theory can be applied and limits of it (eg. apply to pro sport but not community sport)
Explain relationship between items/actors and state how variables are related or unrelated to other variables
Be unique - if 2 are identical, then it is just 1
Be parsimonious - the simpler the better, less assumptions and definitions
Accurate within its domain, can verify empirically
Be generalizable - more areas it can be applied = better
Be consistent within itself and with other accepted theories related to the same phenomena
Be simple and make sense of seemingly disparate parts
Why are theories important?
Framework for analysis (commonality of language and provides structure)
Efficient method for field development
Clear explanations
What is narrative research?
Understand how participants construct story and narrative from their personal experience
What are the layers of interpretation in narrative research?
1st - participant interpret their own lives through narrative
2nd - researcher interprets the construction of that narrative (interpreting the interpretation)
How is narrative research presented?
Thematically or chronologically
What are types of narrative research?
Biographies - writing/recording experiences of another person
Autoethnography - biography of self, analysis into vulnerable and coherent self, critique of self in social contexts, subversion of dominant discourse
Life history - person’s entire life story
Oral history - multiple people’s account of a story, event, and causes/effects
What is key for narrative research?
Focuses on turning points/important events
Takes place within a specific context (time and place)
What is phenomenology?
Studying the common meaning for several individuals of their lived experience
What are features of phenomenology?
Emphasis on the phenomenon
Multiple sources of data (usually multiple people)
Philosophical discussion about the lived experiences of the participants being central to research (positioning to research as subjective-objective)
Researcher is bracketed (explain their relationship to phenomenon to understand biases and perspectives they bring)
Data collection
Descriptive passage of the phenomena (what was experienced, how was it experienced)
What is grounded theory research?
When no theory is available to explain a phenomena or topic, so you generate a new theory from the data you get
How do you conduct grounded theory research?
Collect data, write memos, compare to literature
Open coding - code data for major categories and identify core phenomena
Things to code for/key things to look for:
Causal conditions (what is causing the core phenomenon)
Core phenomenon
Strategies (how people respond to the core phenomenon)
Intervening conditions (what situational factors influence the phenomenon/strategies)
Consequences (what are the outcomes of using the strategies)
What is ethnographic research?
Focuses on an entire culture-sharing group
Describe + interpret shared and learned patterns of values, behaviors beliefs, and language of a culture-sharing group
What is the difference between anthropology and sociology?
Anthropology = study of another culture
Sociology = study of your own culture
What is the difference between etic and emic?
Emic = in-group perspective
Etic = outsider perspective
Holistical cultural portrait includes both an emic and etic perspectives
What are case studies?
Observational study of 1 case in a real-life context within a bounded system (specific time and place)
What are features of a case study
Specific case in a bounded system
Presents in-depth understanding
Strong descriptions of the case
Presented chronologically, thematically, or comparatively (cross-case comparison)
Concludes with note about overall meaning of case (assertion, patterns, takeaways)
What are the 2 types of case studies?
Intrinsic - case is unsual and can lead to further discovery
Instrumental - case offers insights into a broader issue or problem
When to use interviews
Interested in people’s perspective on something
Interested in lived experiences
Trying to understand how something happened or why it happened
Need details and context
Need to triangulate other sources of data
Why use interviews?
Structured way to ask direct, open-ended questions
Offers rich data
Opportunity for researcher to observe facial and body responses
Can build trust between researcher and participant
What is purposeful sampling?
A group of non-probability sampling techniques
Think about who is most appropriate to talk to and target them specifically, want people involved who can give you detailed data
What are the types of sampling?
Maximum variation sampling - Choosing cases that are purposefully as different as possible
Homogenous sampling - choosing cases as similar as possible
Critical case - Choosing cases that represent the idea “if it happens here, it will happen everywhere”
Theory-based - Choosing cases based on how well they represent or offer the opportunity to explore a theory
Snowball sampling - Using existing study participants to find new sampling
Extreme or deviant cases - cases that are unusual/outlier
Typical cases - cases that are common/normal
Opportunistic sampling - Choose cases based on who you know/who is easy to access
Convenience sampling - Choose cases based on who is closest to the researcher/most available
Expert sampling - Choose cases based on high level of experience with the topic/“experts
What are interview best practices?
Record interviews with consent
Tell them how many questions/how long it will probably be to manage expectations
Don’t speak over the person - prevents leading their answers
Keep the interview on track
Give yourself time in case it runs long
What are challenges of interviews?
Finding an appropriate sampling
Getting off-track or going over time
Finding a quiet space where you can hear each other
Distrust/lack of trust (need to build rapport to open up in their answers)
Knowing when to stop (when do you reach saturation?)
What is saturation?
Once responses start to be repetitive and you are not hearing anything new
What is conflict of interest and an example of conflict of interest?
People sponsoring/funding have an interest that may interrupt the research process
Eg. New England Journal of Medicine
1984: conflict of interest policy says reviewers can’t have any personal ties to research funders
2022: new policy says they can have personal ties, but never make more than $10,000 from companies whose work they judge
Being offered $9999 legit makes no difference in how people will act
What are the 3 principles of human research ethics?
Respect for persons: Treat people as autonomous agents; Informed consent, voluntary participation; Must have full understanding of what they are consenting to; Protect vulnerable individuals with extra safeguards
Beneficience: Benefits must outweigh risks/harm
Justice: Fairness in the selection of subjects; Equitable distribution of benefits and burdens of research; Avoid exploitation
What makes a research study ethically justified?
Scientifically sound: its novel and will contribute in some way
Potential benefit significantly outweighs the potential for harm
There is adequate process for informed consent and assent where applicable
There is justice/fairness in the selection of participants
What is reflexivity?
Be aware of what you are bringing to the study, power dynamics, and context, and how it influences the researcher
Personal reflexivity: Your own identity, prior knowledge, and insider/outsider status
Interpersonal reflexivity: Relationships between researcher and participants
Methodological: how method choices influence research process, paradigms, exclusion criteria
Contextual: cultural, historical, temporal
How do you do a reflexive thematic analysis?
Familiarization with data - go back through transcripts and notes, immersing yourself in data
Generating initial codes - tagging interesting features of data
Searching for themes - grouping codes
Reviewing themes - refining them, ensure that works with coded data and data set
Defining and naming themes - develop detailed analysis and try to capture the essence of that theme in a name
Writing the report - paper, dissertation, journal article, etc.
Focus on telling meaningful stories, not summarizing topics
What are focus groups?
Group of people interacting while discussing an issue that shares a similar background and provides different perspectives on the particular issue
Usually 4-12 people, 30-90 mins
When to use focus groups?
Working with questions that are light
Generating new ideas/solutions
Providing input into product/program development
Exploring range of experiences with various topics
When not to use focus groups
Dealing with sensitive, stigmatized, or personal topics
Building consensus on something
Educating people on the topic
How do you set up a focus group?
Choose platform/venue
Purposeful sampling
Send individual invitations to participate
Collect individual consent forms
Schedule the sessions at a time that works for the group
What are Chatham House rules?
Anybody who participates is free to use info/knowledge gained in the meeting but can’t disclose who gave the info
How do the ethics of focus groups differ?
No anonymity or confidentiality
Chatham House rules
Must be careful when crafting your group
No withdrawing after - must be in consent form
What are best practices for focus groups?
Record the focus group
Tell them how many questions you have, and how long it should take
Manage the speaker sequence
Set expectations at the beginning (is anything ‘off limits’?)
Keep the group on track
Give yourself time
What is thematic analysis?
Qualitative method for identifying, analyzing, and reporting themes
Pinpoint, examine, and record themes
What is the process of a thematic analysis?
Generate raw data
Organize data
Read through and make notes
Identify themes, attitudes, behaviors via coding
Amalgamate themes - create overarching themes
Interpret data - How do all of the following interact
What is coding?
Analytical process where data sets are categorized and key pieces of insight/info are highlighted and retained for further analysis
What are the 2 types of coding?
Inductive: Themes, codes, and categories emerge from the data; Look at the data and see what jumps out with fresh eyes
Deductive: Themes, codes, and categories are chosen before analysis starts based on previous research/theory; Set themes first → go look for it in the data
What are the benefits of coding?
Determine how much you have, what you have, what you want to keep/get rid of, remind you of things that you forgot, visual way to see things
Amount of times a theme shows up tells you what you should pay attention to vs. what you should throw out
What are 2 ways to approach case studies?
Identify something interesting → write RQ to address it
Identify RQ that needs addressing → find a case that matches
What makes a case good for a case study?
Interesting
A lot of potential data points (eg. people to interview, documents to collect, etc.)
You have access to it
It is unique (intrinsic) or representative of a broader theme (instrumental) and you can defend it
What is a content analysis?
Systematic approach to analyzing the content/meaning of communicative messages
Focuses on the meaning of content in the form of textual, visual, aural, or multimodal text
Eg. Jasper Fire research
What are the 2 types of content analyses?
Conceptual analysis: Existence and frequency of concepts in a text; Doesn’t tell you more than whether it is there or not
Relational analysis: Examine relationships among concepts in a text
Where does the data for content analyses come from?
Interview, open-ended questions, field research, conversations, any form of communicative language (Books, essays, discussions, news headlines, speeches, social media, historical documents)
When are content analyses used?
Quantify and analyze the presence, meanings, and relationships of certain words, themes, or concepts within textual data
Want to apply a more interpretive level of analysis to your data that would be possible through quantitative content
Identify intentions, focus, or communication trends of individuals, groups, or institutions
Describe attitudinal and behavioral responses to communications
Reveal patterns in communication content
Reveal intentional differences in communication content
What is a framing analysis?
Studying process of procedures of meaning-making/meaning construction
Exploring processes of meaning-making and influencing among governmental social elites, news media, and public
Explores elements of reality that are strategically or tacitly foregrounded/backgrounded in text/conversations
What is a frame?
Socially shared organizing principle that works symbolically to shape democratic discourse and influence public opinion by creating and promoting particular vocabularies
Mental shortcut/heuristic that makes complex issues into smaller, manageable thought structures
What are the questions to ask about frames?
What describes the symbolic foundation of a frame?
What describes the symbolic patterns and themes used to weave together a coherent frame?
What describes the cultural constraints and social situations revealed by the symbolic coherence of particular frames?
What describes the power relationships produced by a particular frame?
What is a narrative analysis?
Focused on the elicitation and interpretation of people’s narrative accounts of their experiences (stories)
What are types of narrative analyses?
Narrative study: Uses paradigm thinking to create descriptions of themes that hold across stories or taxonomies of types of stories; collects descriptions of events and configures them into a plot line
Biographical study: Write + record experiences of another person’s life
Autobiography - written/recorded by individuals who are the subjects of the study
Life History - a person’s entire life documented in 1 or more episodes, private situations, or communal folklore
Oral History - Gathering personal reflections of events and their causes and effects from 1 individual or several individuals
How do you conduct a narrative study?
Determine if the research question/problem best fits narrative research - is the RQ appropriate, is the group small enough to capture a specific detail
Select 1 or more individuals who have stories or life experiences related to your research, and spend time with them to gather stories through multiple types of information
Collect information about the context of these stories
Analyze the participant’s story and “restory” them into a framework that makes sense
Collaborate with participants by actively involving them in the process
What is an ethnograpahy?
Study of social interactions, behaviors, and perceptions that occur within cultures, organizations, or groups
Document the culture from the perspective of “insiders”
Goal: to observe and explain interactions in an ordinary setting
Who created ethnography?
Bronislaw Malinowski (1915)
What are 3 types of ethnographic data?
Detailed descriptions of day-to-day activities and interactions
Documented all the stories, myths, narratives, norms, expectations, etc.
Created synoptic charts (maps)
Things to look for when doing an ethnography
Basic needs (individual): Nutrition, Reproduction, Bodily comforts, Safety, Relaxation, Movement, Growth
Direct responses (How they meet basic needs): Where they get their food from, Marriage and family, Protection and defense, Systems of play, communication, training and apprenticeship
Instrumental needs: Renewal of cultural apparatus, Charters of behaviors and sanctions, Renewal of personnel, Organization of force and compulsions
Responses to instrumental needs: Economics, Social control, Education, Political organization
Symbolic and integrative needs (old stories, knowledge, how do we learn tradition and religion, games): Transmission of experience by means of precise, consistent principles, Means of intellectual, emotional, and pragmatic control of destiny and chance, Communal rhythm of recreation, exercise, and rest
Systems of thought and faith: Knowledge, magic, religion, art, sports, games, ceremony
Why do “outsiders” do ethnographies?
Insiders/natives sometimes are too close to the culture to see it clearly
Ethnographer can see things from outside that aren’t part of your everyday life
Beginner’s mindset is an asset/tool to ethnographer → allows for discovery
What are the characteristics of an ethnography?
Exploratory, conducted in a natural setting, aimed at discovering a local’s POV, gather data from a wide range of sources, unstructured data collection
When to use ethnography?
To understand roles of families or institutions
Examine social interactions
Observe the impacts of new policy
Explore new cultures (different from your own)
Search for meaning in cultural norms and views
Micro- vs. Macro-ethnography
Micro-ethnography: study of a narrowly defined cultural group (eg. undergrad students at UofT)
Macro-ethnography: study of a broadly-defined cultural grouping (Eg. Torontonains)
Skills needed for ethnography
Interpretative agility
Familiarity with the social setting
Respect for the culture (even if you don’t like it)
Good interacitonal and interpersonal skills
Sensitivity toward the culture, values, and norms
Open-mind
Focus (ability to stick with it for a long time)
Patience
Ability to put people at ease
Advantages of ethnography?
In-depth findings
Possibility to uncover new information
To share cultural understanding and build empathy
Experiential (you actually get fully immersed in the culture)
What is documentary cinema?
Cinematic genre that broadly includes “non-fiction” films
What is ethnographic cinema?
Subgenre within the non-fiction genre; very specific about a following of a group of people to understand their culture
Uses the camera as a tool to collect ethnographic data
To be considered research, it must be “anthropologically significant” and have scientific rigor
Eg. Box Girl, (people) of water
What are Indigenous methodologies?
Research by and for Indigenous Peoples, using techniques and methods drawn from the tradition and knowledges of those people
What is the Plains Cree Model (Nêhiýaw Kiskêýihtamowin)?
Circular conceptual framework of tribal research
Researcher Preparation and Research Preparation: Everyone must be prepared, co-creation of knowledge
Gathering Knowledge: What is yours to know and what is not yours to know
Giving Back: Responsibility and Reciprocity
Making meaning
Decolonizing and Ethics
What is the challenge of promoting Indigenous research?
Historical privileging of “empircal” evidence over oral history and story-telling
Western view that not every story is valid or factually correct (Victor’s history)
What is aboriginalism?
The story about Aborigines told by whites using only white people’s imaginations
Research was only from an etic (White settler) perspective for a long time
What are features of Indigenous research?
Community-led
Incorporates Indigenous world views
Purposeful
Personal
Based on relationships
Pushes back against colonial boundaries
Focused on resiliency and resistance
Resiliency: Ability to cope and thrive despite adverse conditions
Resistance: Practice/performance/experience of fighting back against problematic social and environmental conditions
Raises up Indigenous voices and peoples
What is yarning?
Informal and relaxed discussion through which both research and the participant journey together visiting places and topics of interest relevant to the research study in a culturally safe way
What are types of yarning?
Social: Initial informal conversations that occur before research yarning commences
Collaborative: Active and focused engagement on the topic between 2 or more people and a sharing and discussion of research ideas and findings
Research: Structured or unstructured, done to gather information through participant’s stories, has a clear beginning and end
Therapeutic
Family
Cross-cultural: Includes Indigenous and non-Indigenous researchers
What is Wiisokotaatiwin?
“Gathering together for a purpose”
What are the key concepts of IRM?
Resistance: ongoing process made up of personal decolonization and Indigenous resurgance efforts
Political integrity: IPs leading research by and for themselves and their community, Relational accountability to communities, ancestors, and future generations
Privileging Indigenous voices: Hone in to priorities that matter to communities the most, Centering Anishinaabemowin (Annishabeg language), Making space in health sciences
What are some Indigenous methods?
Asemma and ceremony (tobacco)
Sharing circles
Dibaajimowinan (personal stories and interviews)
Physical activity as part of Dr. McGuire-Adams data analysis process
Dreaming and citaitonal practices for dreams
Rocks (living spirits of rocks are their ancestors)
What research did Dr. McGuire-Adams do?
1st iteration of Wiisokotaatiwin
Used kettlebells as a form of PA
Invited research participations
Urban Aboriginal Healthy Living Program (UAHLP) at the Odawa Native Friendship Center
Explore how directed PA, coupled with critical dialogues regarding colonization, decolonization, health, wellbeing, ancestral stores, may influence urban Indigenous women
Results
Restoring wellness by enacting community: Empowerment, joy from being together, Disrupted other spaces of marginalization
Forced colonial displacement: Awareness/understanding of how it impacted their families, health, and wellbeing, still enact resistence and resilience and still participate in PA together
Critical consciousness of marginalization(s): Education, employment, family dynamics, etc., Colonialism happens in their everyday life, but not told from a deficit-based narrative
2nd iteration of Wiisokotaatiwin
Sharing circles with Annishnaabeg elders
Worked with Advisory committee and Elder’s council in Naicatchewenin First Nation (Treaty 3 Territory)
Had previous relationships with the community and people
Focused on land-based activities for Annishnaabeg health and wellbeing
Guided by Elders to go out on the land
Sharing circles in the roundhouse to answer questions about health, wellness, importance of the land, PA, etc.
Community Sacred Stories: Use the findings to document and preserve their community’s sacred stories
Stories of the Community Drums: Understanding of how community drums inform key aspects of health and wellbeing
Knowledge of the sacred sites: got to go out on the land and explore and help document knowledge
Findings
Being on the land fosters wellbeing but is often no accessible to Elders
The legends teach us about how to live with wellbeing as Annishaabeg
Healing and connection to ancestors is found when visiting the land
Engage reciprocal sharing through implementing the practice of Bagijigan (gift giving)
Community outputs (priority of the study)
Presentation of the draft results with the Elders
Community newsletter and powerpoint
Transcripts and videos for community archives
2 video collages of research
Photobook of research process
What is participatory research?
Process of research, reflection, and action that is carried out with people instead on them
What are the 3 key elements of participatory research?
People-centered: Informed by and responds to the experiences/needs of people involved, Sharing knowledge with participants, gives them agency, not gatekeeping
Power: Crucial to construction of reality, language, meanings, and rituals of truth, Power is knowledge and knowledge creates truth and therefore power, Allow participants to be the decision-makers, evens out the power-imbalance
Praxis: Cyclical nature of theory and practice with the outcome of making an impact, Encourage reflection and action to make change
What is action research?
Coined by Kurt Lewin (1940s)
Help minority research to seek independence and equality through the research process
Brought focus to the lower classes of people → unions, worker rights
Include active participation of workers with RQs that were identified by them
If groups have more control over working conditions, they are more productive
Promotes empowerment and social equity
Researcher is still mainly doing work
What is empancipatory research?
Created by Paulo Freire (1970s)
Collaboratively engage groups that experience marginalization with praxis
Praxis: critical reflection on social forces that reduce oppression with the goal to empower, transform, and initiate political action
Questions values of research/education in relation to political power/oppression
Believed people are not objects of inquiry and are able to determine their own needs and act to improve their own lives
Mainly people doing the work