qualitative data analysis

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Qualitative Analysis Peter Yeates Suzanne Vaughan

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Qualitative data analysis by Suzanne Vaughan and Peter Yeates as part of the Fastbleep academic masterclasses.

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Page 1: Qualitative Data Analysis

Qualitative Analysis

Peter Yeates

Suzanne Vaughan

Page 2: Qualitative Data Analysis

What is qualitative analysis?

• The process of interpreting meaning in qualitative data in order to answer the research question

uncovering

Page 3: Qualitative Data Analysis

An illustration

• Is IL-6 increased in people with COPD?

Machine measuresDispassionate No judgementsJust countsThe researcher is uninvolved

Objective

Page 4: Qualitative Data Analysis

• I get short of breath when I climb the stairs. I mostly stay downstairs now

• I can’t get to the pub where I used to meet my friends, as I get too breathless when I’m walking

• If my chest is very tight in the morning, then I know I won’t be able to do much that day.

• People stare at me when I go on the bus. They kind of keep their distance. I think it is because the of the way I breath. Maybe it frightens them.

• I just watch my grandson kicking his football now. I used to love kicking it with him.

Summarise:Staying downstairsCan’t go to pubSymptoms varyPeople stareCan’t play football

Reduced participation in society

What is it like to live with COPD?

Page 5: Qualitative Data Analysis

2 common errors

No interpretationJust summarise

Unjustified opinion

Analysis that interprets the data in light of research question,

and Justifies its findings

Surface analysisInterpretBack to data – justifyRefine / re-interpret

Page 6: Qualitative Data Analysis

Procedure for Qual Analysis

• Assume you already have data– Interviews / focus groups / documents / free

text survey responses / etc etc

• Research Question

Page 7: Qualitative Data Analysis

Procedure

• Immersion– Read / re-read / ? Listen back to audio

• Coding– Assigning labels to data to organise it– Labels let you pull together similar bits of text

Page 8: Qualitative Data Analysis

• I get short of breath when I climb the stairs. I mostly stay downstairs now

• I can’t get to the pub where I used to meet my friends, as I get too breathless when I’m walking

• If my chest is very tight in the morning, then I know I won’t be able to do much that day.

• People stare at me when I go on the bus. They kind of keep their distance. I think it is because the of the way I breath. Maybe it frightens them.

• I just watch my grandson kicking his football now. I used to love kicking it with him.

Reduced mobility

Reduced function

Symptom awareness

Interaction with other people

Effect on relationships

Page 9: Qualitative Data Analysis

How to choose codes?

InductiveEmerge from reading

TheoreticalDeveloped existing theory

Page 10: Qualitative Data Analysis

What do I mean by theoretical coding?

Stages of changes model

Page 11: Qualitative Data Analysis

Task

• 2 groups, each with a different research question– Group A: How do students perceive the

proposed changes in OSCE marking– Group B: How do medical students relate to

the institution that is the medical school

– Individually, inductively code the transcript that we have given you

Page 12: Qualitative Data Analysis

Suggestions

• Read through it all once• Start labelling (coding) individual quotes• Give each code a name• Keep a list of all of the names of codes• Make sure you can find examples of each code• Try to re-use codes as much as possible• Make sure what you’re coding relates to the

research question

Page 13: Qualitative Data Analysis

What did you find?

• Find a partner

• Start by comparing the names of your code– Do they mean the same thing– Have you labelled different thing

• Compare how you coded each piece of text– What are the difficulties of comparing this way

Page 14: Qualitative Data Analysis

Interpretations

• What themes or ideas start to emerge from your codes

• Can you illustrate each one with an example

• Comparisons

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