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Sampling in Quantitative Research✘ Sampling to generalize about a population✘ Only a census asks everyone✘ Random vs Non-Random Sampling … bias✘ Why Sample Size and Response Rate is Important
Sampling in Qualitative (and some Mixed) Research✘ Sampling in qualitative research never seeks to generalize
to an entire population; it wants to tell a story from that population
✘ There is recognition of bias as the sample is non-random and often small
✘ The sample MUST represent some aspect of the phenomena being studied in the research question
Sampling in Quantitative Research: Types✘ Simple random, ✘ Systematic (using interval counting), ✘ Stratified (looking at groups) which can be proportional, or
disproportional✘ Cluster (selecting groups)
Sampling in Qualitative/Mixed Research: Types✘ Convenience/opportunistic✘ Quota (choosing groups and numbers)✘ Purposive/criterion-based✘ Snowball✘ Comprehensive
Sampling in Qualitative Research: Types✘ Maximum variation✘ Homogenous sample selection✘ Extreme case sampling✘ Typical case sampling✘ Critical case sampling✘ Negative case sampling
Your Turn✘Positivist/Post-
Positivist✘Constructivist✘Feminist✘Ethnic✘Marxist✘Culture✘Mixed
✘ Select five sampling techniques
✘ Describe what questions they could answer for each paradigm
✘ Describe how they could be used particularly, ie what would the researcher do
The Setting✘ Experimental research vs Quasi-
Experimental Research✘ The need for empirical data✘ Sampling is key (stratified random or
purposive)✘ Key words are reliability and validity
(internal and external)✘ Significance is important✘ Eliminate bias✘ Remember variables – dependent,
independent (changing) and extraneous
Why Test?✘ Established tests tend to have measures of reliability and
validity✘ Testing before and after an intervention can show evidence
of change (and the direction of change)✘ Tests for significance can occur (ANOVA, Chi Square)
What to test✘ Psychometric variables✘ Biological/Physiological
changes✘ Educational Changes (IQ etc)
How?✘ Don’t create your own
test instead find established tests whichhave measures of reliability and validity
Survey Research
✘ TypesCross-sectional surveys (inc. Census, Youth 2000)Longitudinal surveys (trend, cohort, panel)✘ How/What
Text/Document Surveys (primary and secondary sources)Questionnaires inc open/closed items, branching and clear layout
Traps in Questionnaire Design✘ Ambiguity – unclear questions✘ Assumptions
Multiple responses when really only one is wantedMemory stretching Knowledge demands✘ Double questions✘ Leading questions✘ Presuming questions✘ Hypothetical questions✘ Overlapping categories
Getting it right✘ Remember most people don’t want to
write or type✘ So quick ticks and clicks work✘ Follow the KISS principle✘ Use likerts for measuring variability in
responses✘ Connect the question to the response✘ NEVER ask two questions in one!!!✘ Keep the survey to under seven
minutes✘ PILOT, PILOT, PILOT
Observation and Interviewing✘ Observation can have an important function in quantitative
designs but tends to focus on descriptive elements – ie the mixed element
✘ Interviewing needs to be structured✘ Both observation and interviewing should only be used for
triangulation of data and results
✘ Nominal=/ ≠ (yes/no)Dichotomous (Gender)/Non-dichotomous (nationality)Mode (number of responses)Bargraphs
✘ Ordinal (order without a measure of REAL difference, only opinion)
=/ ≠, </>Dichotomous (truth, beauty, health)Non-dichotomous (opinion)Median (psychological tests do tend to break this rule) (the middle number)Bargraphs, Pie Graphs with caution
✘ Interval (degrees of difference but without a clear starting point)
=/ ≠, </>, +/-Date, Latitude, TemperatureArithmetic mean (average using sum – what usually happens) (the average number)Line Graphs
✘ Ratio – FYI ONLY=/ ≠, </>, +/-, ×/÷Age, mass, length, duration, energy etc.Geometric mean (average using product and the nth root) (the average number)
The Reseacher’s Role“Being There”, “Getting Nosy” and “Looking Over Others’
Shoulders” (Wolcott, 1995)
The Reseacher’s Role Being a learner
‘Sucking in’ the atmosphere of the fieldReflecting on your own experiences
Fieldnotes✘ Sit alongside other techniques✘ Detailed notes and reflections of the field✘ Three types
DescriptiveMethodologicalReflexive✘ Occur after/before – rather than during
Descriptive Fieldnotes
✘ Include observations
✘ Describes the field – including maps, setting descriptions, and individuals
Methodological Fieldnotes
✘ Reflections on methodological approaches being used
✘ Notes on any changes to any approach being used
Reflexive Fieldnotes
✘ Journaling of own learning/experiences/thoughts throughout the process
✘ May sit within or alongside descriptive and methodological notes
✘ Technically seen as journaling of experience
Dilemmas✘ What dilemmas and issues to research does the practice of
observation bring?✘ How can fieldnotes counter these issues and dilemmas?✘ What else can the researcher do to ensure that the story
makes sense intrinsically (on an emic level) and extrinsically (on an etic level)?
Why Observe?✘ To develop a theory✘ To prove/disprove a theory✘ Making use of an “opportunity” (Wolcott, 1995)✘ Provide a thick description to analyse✘ Provide an instrument of triangulation (alongside
interviewing and fieldnotes)
What to observe✘ Interactions
Between peopleBetween people and settingsBetween people and yourself✘ Behaviours
ReactionsRoutinesInteractions✘ The Context/Setting✘ The overt and the covert
How?✘ Traditional
Eyes, pen, and paper✘ Technological
Cameras/Video/ICT✘ Combination
Trad+PostEven the post involves a level of the traditional
To what degree/level✘ Four phases of observation
1. Scoping2. Descriptive3. Focused4. Selective
✘ Each involves a differentfocus/depth
Phase One: Scoping✘ Familisation with the setting
Setting mappingApparent rules/structuresGeneral impressionsYour own reactionsAny thoughts/hypotheses✘ A reflexive tool✘ Jottings and diagrams
Phase Two: Descriptive✘ Detailed descriptions of settings, interactions, and
behaviours✘ Focuses on questions that can be addressed through
observation - the inquisitive eye
✘ Uses delimiters and descriptors for current details and future reference
Phase Three: Focused Observation✘ Descriptive observation focusing on specific descriptive
questions:SpaceObjectsTimeBehavioursIndividuals
Descriptive Questions Space Object Act Activity Event Time Actor Goal Feeling
Space
Object
Act
Activity
Event
Time
Actor
Goal
FeelingFrom Spradley (1980)
Descriptive Questions Space Object Act Activity Event Time Actor Goal Feeling
Space
Object
Act
Activity
Event
Time
Actor
Goal
Feeling
Phase Four: Selective Observation✘ The focusing down of ‘focus observations’✘ Looks at filling in the gaps✘ Providing other dimensions to focused observations and
the phenomenon in question✘ Focuses on the specifics
IndividualEventBehaviourContext
Observation and Technology✘ What are the strengths of involving technology as an
observation tool?✘ What ‘new’ dilemmas arise from using technology as an
observation tool?✘ Do paper and pen still have a role to play alongside
technology?✘ What is this role?
Research Interviewing✘ Unstructured
ConversationCentral to ethnography✘ Semi-structured
Broad open questions with promptingFits within most qualitative paradigms✘ Structured
Tight questions with limited or already given responsesQuantitative/positivist researchMixed paradigm researchTechnology-based methodologies (phone interviewing, ICT research)
Unstructured Interviewing✘ Conversations in the field✘ Ideally recorded on tape or after the research✘ Requires the researcher to be skilled:
In holding conversationsIn listeningIn focusing/re-focusing conversations✘ Requires time
Semi-Structured Interviewing✘ Guided conversations✘ Uses broad opening questions which can be redirected by
interviewee or interviewer ✘ Uses verbal prompting✘ Allows for the development of conversation/research skills✘ Generally piloted beforehand✘ Recorded on tape and on paper
Structured Interviewing✘ Focused conversations✘ Uses tight questions which require set responses
(sometimes given)✘ Reflects survey research✘ Allows for collection of theme-driven data✘ Requires piloting with similar sample✘ Recorded on Paper
What leads to a good interview✘ Rapport
Before the interviewThe first question/opening comments✘ Reciprocity
You shouldn’t be the only one gaining from the interview✘ Acceptance of the unexpected
Unanswered questions✘ Self-Confidence
Practice and faith in oneself
Ann Oakley (1981): The Central Dilemma✘ Who holds power in the interview process?✘ Who gains from research?✘ What is false about ‘rapport’
in qualitative research interviewing?
✘ When does the relationship finish?
Interviewing a Group: Focus Group Interviews✘ Works at providing further information and context to a
researched phenomenon✘ Tends to not stand as a single methodological approach
but sits alongside other data-gathering strategies✘ A form of triangulation ✘ Requires a particular type of questioning and facilitation
skills
Focus Groups
Initial Data Gathering
(surveys/ interviews/
text documents
Group Discussion involving
key informants
and/or affected
individuals
Scoping
Focus Groups
Data Gathering
(surveys/ interviews/
text documents
Group Discussion involving
key informants
and/or affected
individuals
Scoping
Focus Groups: Fitting them in✘ Sitting within a multi-method approach
Providing more depthEnabling future discussion✘ Typical research designs include
Evaluation researchMixed design researchCase study research
Recording Focus Groups✘ Pen/Paper✘ Two researchers✘ Technology
AudioVideo✘ Each has its own dilemmas
and issues
Asking the Questions✘ Questions
Importance of ice-breakingOpen questions that create a communicative atmosphereRapport buildingSemi-structured and provocative✘ The role of the researcher
Facilitator and guideGuides discussion by using directive questioning and prompting
Guiding the Discussion✘ Group discussion has particular dilemmas
Dominant speakersSilent groups✘ Effectively using prompts✘ The little things
NamesRelationships
Text Analysis✘ Used across the paradigms differently
To gather analysable statisticspositivistTo provide a historical analysisFeminist and ethnic researchTo provide a history of the present – a deconstruction of knowledgeCultural studies
Peach-skinned Bailey Junior Kurariki killed at 12, Kararaina Makere Te Rauna at 14.Their faces are too young to be giveaways for the violence that festered and flared and struck out.They look disturbingly like the kids next door, like kids who skateboard and learn their maths and play on computers.Are our children worse than they used to be? Is this the onset of a wave of hideous child crime, payback for some creeping national deficiency? Who will be the next person going happily about their business to be belted over the head and murdered for nothing? Kurariki and Te Rauna were not alone. Other kids were there at the kill. Are we becoming a society rotten at birth where doors need to be locked not just against ingrained criminals but children of trick-or-treat age? (Dekker, 2002, p.F1)
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