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Advanced themes in Qualitative
Analysis
Professor Kevin Morrell,
Durham University Business School
Main Themes
Themes
• Why is language important (in management)?
• What is ‘discourse’?
• What counts as text and how can we analyse it?
Examples
• Analysis of natural talk
• Content analysis of a questionnaire
• Narrative analysis of policy literature
Why is language
important (in
management)?
Language (and management)
• Language is a shared activity (Wittgenstein, 1953)…
• that forms one basis for exercising power (Foucault, 2002; Lyotard, 1984)
• Means by which actions are legitimised and authored (Benjamin and
Goclaw, 2005)
• ‘discursive practice’ (Foucault, 2002) truth is situated / constructed,
reflecting the practices and functions of a community, rather than having
a transcendental status
• ‘Pygmalion effect’ – labels shape norms, expectations and actions (Ferraro
et al, 2005; Merton, 1948).
• This interplay constitutes a ‘double hermeneutic’ (Giddens, 1984).
Discourse and ‘talk’
• ‘a smokescreen for an unclear and ambivalent view on language’
(Alvesson and Karreman, 2000, p. 1145).
• Lots of things can be ‘discourse’, most qualitative analysis is not ‘discourse
analysis’?
• ‘unpacking and rendering visible the business of talk’ (Potter, 2002)
• Useful terms: ‘situated’, ‘occasioned’, ‘action-oriented’, ‘constructed’ [2
senses discourse is put together and it constructs social objects]
• Natural talk – the dead social science researcher test
Narrative = ‘representation
of events’
narrative and texts - how
can we analyse them?
(dissertation relevance)
Examples… all or part of…
• Annual reports
• Letters
• Company forms
• Accounts / HR data
• Flow charts
• Policy literature
• Legislation
• Cartoons
• Photographs
• Response to surveys
• Minutes
• Memos
• Procedures and policies
• Speeches
• Time sheets
• Newspapers
• Magazine articles
• Film and other media
• Graffiti
• Exit interviews
Advantages/Disadvantages
• Unobtrusive and non-reactive
(RWR:349)
• ‘Given’ data
• Basis for triangulation
• Basis for comparison/contrast
• Encourage ingenuity
• Longitudinal aspect
• No influence on
methods/methodology
• Difficult to identify author(s)
• Selection
• Access/ethics considerations
Historian or Theorist?
• Historian: an extensive trawl of a mass of
documentation, less preoccupied with
methodology
• Theorist: more intensive analysis with
reference to a focused theme, topic or
context, more concerned with methodological
issues
2 approaches –
content &
narrative
Content analysis
“content analysis is codified common sense a
refinement of ways that might be used by
laypersons to describe and explain aspects of
the world about them” (from Robson RWR:
352)
Steps in content analysis
• Start with a research question ‘why are nurses saying they quit their jobs?’
• Decide on a sampling strategy ‘voluntary leavers at 8 NHS Trusts year
2000-2001’
• Define the recording unit ‘what key themes crop up… “training”,
“promotion” etc.’
• Construct additional categories for analysis: exhaustive, mutually
exclusive, ‘promotion and training and development’….
• Meta-categories ‘work and non-work related reasons’
Narrative theory
• Documents are authored and created.
• They have an audience in mind.
• In that sense they can be treated as stories, or narratives.
• Effective narratives establish: (i) credibility and (ii)
defamiliarisation, or novelty (Barry and Elmes, 1997).
• How do documents establish credibility and novelty?
• Role of rhetoric (contrast, emphasis, pairs) and attention to:
heroes, villains, endings.
Steps in Narrative Analysis
• Start with a research question ‘how does the white paper Choosing Health
justify reform in the NHS?’
• Decide on relevant documents ‘white paper and other policy literature
(CHI) 2000-2005’
• Identify themes and plots ‘heroes, villains, endings’
• Identify rhetorical devices ‘lists, pairs, contrasts, headlines, entailment,
enthymeme etc. ’ We will look at this next time.
• Identify alternative potential narratives ‘other heroes, villains, endings
etc.’
3 examples
Content Analysis: Coding Frame
Code Description of Theme Code Description of Theme
1 Spousal or family-related relocation 18 Starting course
2 Clash with subordinate(s) or colleague(s) 19 Travel problems
3 Management or organizational culture 20 Lack of support
4 Discrimination 21 Qualified for early retirement
5 Bullying 22 Change in financial circumstances
6 Personal family problems or pressures 23 No development / refused opportunity
7 Clash with supervisor or senior manager 24 Mishandled disciplinary procedure
8 Completed a course of training or education 25 Working conditions / safety
9 Promotion or career development 26 Lack of Supervision
10 Clash with patient / MOP / public expect too much 27 Low pay / Concerns over grade
11 Inflexibility of work hours 28 Professional / Personal Development
12 Imposed reorganization of work 29 Job satisfaction / Morale
13 Health 30 Management Structure / Restructuring
14 Pregnancy 31 Cost of Living or Housing
15 Role conflict (unable to give care / undervalued) 32 Stress
16 Short staffed or under-resourced 33 Workload
17 Job offer, opportunity or promotion
Example Extracts
No Codes Extract
1023 19, 6 cost of fuel, spend more time with family
1024 29, 3, 28 being provided with opportunities to develop knowledge and skills, which were then
not able to be put into practice. General dissatisfaction with the management of the
directorate
1025 6, 9 personal circumstances changed, advancement opportunities were poor
1026 7, 33, 6, 13 dissatisfied with attitude of my immediate manager and her reluctance to share the
workload… pressures of home and family / health
Example Narrative
At the start of the twenty-first century England needs a new approach to
health of the public, reflecting the rapid and radical transformation of
English society in the latter half of the twentieth century, responding to
the needs and wishes of its citizens as individuals harnessing the new
opportunities open to it (DH 2004, p. 2).
What is the story?
At the heart of Building public value is a vision of a BBC that maintains the
ideals of its founders, but a BBC renewed to deliver those ideals in a digital
world. That world contains the potential for limitless individual consumer
choice. But it also contains the possibility of broadcasting reduced to just
another commodity, with profitability the sole measure of worth. A renewed
BBC, placing the public interest before all else, will counterbalance that market-
driven drift towards programme-making as a commodity. Only a secure and
adequately funded BBC can ensure that broadcasting retains its cultural (in the
broadest sense) aspiration.
What is the story?
Example narrative
References / Further Reading
Alvesson, M., and Karreman, D. (2000). ‘Varieties of discourse: On the study of organizations through discourse analysis’. Human Relations, 53, 9, 1125-49.
Alvesson, M. and Sveningsson, S. (2003). ‘Good Visions, Bad Micro-management and Ugly Ambiguity: Contradictions of Non-Leadership in a Knowledge-Intensive
Organization’. Organization Studies, 24, 6, 961–88.
Barry, D. and Elmes, M. (1997). ‘Strategy retold: Toward a narrative view of strategic discourse’. Academy of Management Review, 22, 2, 429-52.
Benjamin, O. and Goclaw, R. (2005). ‘Narrating the Power of Non-Standard Employment: The Case of the Israeli Public Sector’. Journal of Management Studies, 42,
4, 737-59.
Boje, D. M. (1991). ‘The Storytelling Organization: A Study of Story Performance’. Administrative Science Quarterly, 36, 1, 106-26.
Fairclough, N. (1995). Critical Discourse Analysis. London: Longman.
Ferraro, F., Pfeffer, J. and Sutton, R. I. (2005). ‘Economics Language And Assumptions: How Theories Can Become Self-Fulfilling’. Academy of Management
Review, 30, 1, 8-24.
Foucault, M. (2002). The Archaeology of Knowledge. London: Routledge Classics.
Gabriel, Y. and Griffiths, D. S. (2004). ‘Stories in Organizational Research’ in C. Cassell and G. Symon eds. Essential Guide to Qualitative Methods in
Organizational Research. London: Sage, 114-26.
Ghoshal, S. (2005). ‘Bad management theories are destroying good management practices’. Academy of Management Learning and Education. 4, 1, 75-91.
Giddens, A. (1984). The Constitution of Society. Cambridge: Polity Press.
Honan E., Knobel M., Baker C. and Davies B. (2000) ‘Producing Possible Hannahs: Theory and the Subject of Research’ Qualitative Inquiry, 6(1): 9-32. on
http://qix.sagepub.com/cgi/reprint/6/1/9
Mauws, M. K. and Phillips, N. (1995) ‘Understanding language games’. Organization Science, 6, 3, 322-334.
Merton, R. K. (1948). ‘The Self-fulfilling Prophecy’. Antioch Review, 8, 193-210.
Oswick, C., Keenoy, T. W. and Grant, D. (2000). ‘Discourse, organizations and organizing: Concepts, objects and subjects’. Human Relations, 53, 9, 1115-1123.
Potter, J. and Wetherell, M. (1987). Discourse and Social Psychology. London: Sage.
Potter refs go to http://homepage.ntlworld.com/jonathan.potter1/potterhomepage.htm for free articles
Stubbs, M. (1983). Discourse Analysis: The Sociolinguistic Analysis of Natural Language. Oxford: Blackwell Publishing.
Watson, T. (1995). ‘Rhetoric, Discourse and Argument in Organisational Sense-Making: A Reflexive Tale’. Organization Studies, 16, 5, 805-21.
Wittgenstein, L. (1953). Philosophical Investigations. Oxford: Blackwell Publishing.

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Advanced themes in qualitative analysis

  • 1. Advanced themes in Qualitative Analysis Professor Kevin Morrell, Durham University Business School
  • 2. Main Themes Themes • Why is language important (in management)? • What is ‘discourse’? • What counts as text and how can we analyse it? Examples • Analysis of natural talk • Content analysis of a questionnaire • Narrative analysis of policy literature
  • 3. Why is language important (in management)?
  • 4. Language (and management) • Language is a shared activity (Wittgenstein, 1953)… • that forms one basis for exercising power (Foucault, 2002; Lyotard, 1984) • Means by which actions are legitimised and authored (Benjamin and Goclaw, 2005) • ‘discursive practice’ (Foucault, 2002) truth is situated / constructed, reflecting the practices and functions of a community, rather than having a transcendental status • ‘Pygmalion effect’ – labels shape norms, expectations and actions (Ferraro et al, 2005; Merton, 1948). • This interplay constitutes a ‘double hermeneutic’ (Giddens, 1984).
  • 5. Discourse and ‘talk’ • ‘a smokescreen for an unclear and ambivalent view on language’ (Alvesson and Karreman, 2000, p. 1145). • Lots of things can be ‘discourse’, most qualitative analysis is not ‘discourse analysis’? • ‘unpacking and rendering visible the business of talk’ (Potter, 2002) • Useful terms: ‘situated’, ‘occasioned’, ‘action-oriented’, ‘constructed’ [2 senses discourse is put together and it constructs social objects] • Natural talk – the dead social science researcher test
  • 6. Narrative = ‘representation of events’ narrative and texts - how can we analyse them? (dissertation relevance)
  • 7. Examples… all or part of… • Annual reports • Letters • Company forms • Accounts / HR data • Flow charts • Policy literature • Legislation • Cartoons • Photographs • Response to surveys • Minutes • Memos • Procedures and policies • Speeches • Time sheets • Newspapers • Magazine articles • Film and other media • Graffiti • Exit interviews
  • 8. Advantages/Disadvantages • Unobtrusive and non-reactive (RWR:349) • ‘Given’ data • Basis for triangulation • Basis for comparison/contrast • Encourage ingenuity • Longitudinal aspect • No influence on methods/methodology • Difficult to identify author(s) • Selection • Access/ethics considerations
  • 9. Historian or Theorist? • Historian: an extensive trawl of a mass of documentation, less preoccupied with methodology • Theorist: more intensive analysis with reference to a focused theme, topic or context, more concerned with methodological issues
  • 11. Content analysis “content analysis is codified common sense a refinement of ways that might be used by laypersons to describe and explain aspects of the world about them” (from Robson RWR: 352)
  • 12. Steps in content analysis • Start with a research question ‘why are nurses saying they quit their jobs?’ • Decide on a sampling strategy ‘voluntary leavers at 8 NHS Trusts year 2000-2001’ • Define the recording unit ‘what key themes crop up… “training”, “promotion” etc.’ • Construct additional categories for analysis: exhaustive, mutually exclusive, ‘promotion and training and development’…. • Meta-categories ‘work and non-work related reasons’
  • 13. Narrative theory • Documents are authored and created. • They have an audience in mind. • In that sense they can be treated as stories, or narratives. • Effective narratives establish: (i) credibility and (ii) defamiliarisation, or novelty (Barry and Elmes, 1997). • How do documents establish credibility and novelty? • Role of rhetoric (contrast, emphasis, pairs) and attention to: heroes, villains, endings.
  • 14. Steps in Narrative Analysis • Start with a research question ‘how does the white paper Choosing Health justify reform in the NHS?’ • Decide on relevant documents ‘white paper and other policy literature (CHI) 2000-2005’ • Identify themes and plots ‘heroes, villains, endings’ • Identify rhetorical devices ‘lists, pairs, contrasts, headlines, entailment, enthymeme etc. ’ We will look at this next time. • Identify alternative potential narratives ‘other heroes, villains, endings etc.’
  • 16. Content Analysis: Coding Frame Code Description of Theme Code Description of Theme 1 Spousal or family-related relocation 18 Starting course 2 Clash with subordinate(s) or colleague(s) 19 Travel problems 3 Management or organizational culture 20 Lack of support 4 Discrimination 21 Qualified for early retirement 5 Bullying 22 Change in financial circumstances 6 Personal family problems or pressures 23 No development / refused opportunity 7 Clash with supervisor or senior manager 24 Mishandled disciplinary procedure 8 Completed a course of training or education 25 Working conditions / safety 9 Promotion or career development 26 Lack of Supervision 10 Clash with patient / MOP / public expect too much 27 Low pay / Concerns over grade 11 Inflexibility of work hours 28 Professional / Personal Development 12 Imposed reorganization of work 29 Job satisfaction / Morale 13 Health 30 Management Structure / Restructuring 14 Pregnancy 31 Cost of Living or Housing 15 Role conflict (unable to give care / undervalued) 32 Stress 16 Short staffed or under-resourced 33 Workload 17 Job offer, opportunity or promotion Example Extracts No Codes Extract 1023 19, 6 cost of fuel, spend more time with family 1024 29, 3, 28 being provided with opportunities to develop knowledge and skills, which were then not able to be put into practice. General dissatisfaction with the management of the directorate 1025 6, 9 personal circumstances changed, advancement opportunities were poor 1026 7, 33, 6, 13 dissatisfied with attitude of my immediate manager and her reluctance to share the workload… pressures of home and family / health
  • 17. Example Narrative At the start of the twenty-first century England needs a new approach to health of the public, reflecting the rapid and radical transformation of English society in the latter half of the twentieth century, responding to the needs and wishes of its citizens as individuals harnessing the new opportunities open to it (DH 2004, p. 2). What is the story?
  • 18. At the heart of Building public value is a vision of a BBC that maintains the ideals of its founders, but a BBC renewed to deliver those ideals in a digital world. That world contains the potential for limitless individual consumer choice. But it also contains the possibility of broadcasting reduced to just another commodity, with profitability the sole measure of worth. A renewed BBC, placing the public interest before all else, will counterbalance that market- driven drift towards programme-making as a commodity. Only a secure and adequately funded BBC can ensure that broadcasting retains its cultural (in the broadest sense) aspiration. What is the story? Example narrative
  • 19. References / Further Reading Alvesson, M., and Karreman, D. (2000). ‘Varieties of discourse: On the study of organizations through discourse analysis’. Human Relations, 53, 9, 1125-49. Alvesson, M. and Sveningsson, S. (2003). ‘Good Visions, Bad Micro-management and Ugly Ambiguity: Contradictions of Non-Leadership in a Knowledge-Intensive Organization’. Organization Studies, 24, 6, 961–88. Barry, D. and Elmes, M. (1997). ‘Strategy retold: Toward a narrative view of strategic discourse’. Academy of Management Review, 22, 2, 429-52. Benjamin, O. and Goclaw, R. (2005). ‘Narrating the Power of Non-Standard Employment: The Case of the Israeli Public Sector’. Journal of Management Studies, 42, 4, 737-59. Boje, D. M. (1991). ‘The Storytelling Organization: A Study of Story Performance’. Administrative Science Quarterly, 36, 1, 106-26. Fairclough, N. (1995). Critical Discourse Analysis. London: Longman. Ferraro, F., Pfeffer, J. and Sutton, R. I. (2005). ‘Economics Language And Assumptions: How Theories Can Become Self-Fulfilling’. Academy of Management Review, 30, 1, 8-24. Foucault, M. (2002). The Archaeology of Knowledge. London: Routledge Classics. Gabriel, Y. and Griffiths, D. S. (2004). ‘Stories in Organizational Research’ in C. Cassell and G. Symon eds. Essential Guide to Qualitative Methods in Organizational Research. London: Sage, 114-26. Ghoshal, S. (2005). ‘Bad management theories are destroying good management practices’. Academy of Management Learning and Education. 4, 1, 75-91. Giddens, A. (1984). The Constitution of Society. Cambridge: Polity Press. Honan E., Knobel M., Baker C. and Davies B. (2000) ‘Producing Possible Hannahs: Theory and the Subject of Research’ Qualitative Inquiry, 6(1): 9-32. on http://qix.sagepub.com/cgi/reprint/6/1/9 Mauws, M. K. and Phillips, N. (1995) ‘Understanding language games’. Organization Science, 6, 3, 322-334. Merton, R. K. (1948). ‘The Self-fulfilling Prophecy’. Antioch Review, 8, 193-210. Oswick, C., Keenoy, T. W. and Grant, D. (2000). ‘Discourse, organizations and organizing: Concepts, objects and subjects’. Human Relations, 53, 9, 1115-1123. Potter, J. and Wetherell, M. (1987). Discourse and Social Psychology. London: Sage. Potter refs go to http://homepage.ntlworld.com/jonathan.potter1/potterhomepage.htm for free articles Stubbs, M. (1983). Discourse Analysis: The Sociolinguistic Analysis of Natural Language. Oxford: Blackwell Publishing. Watson, T. (1995). ‘Rhetoric, Discourse and Argument in Organisational Sense-Making: A Reflexive Tale’. Organization Studies, 16, 5, 805-21. Wittgenstein, L. (1953). Philosophical Investigations. Oxford: Blackwell Publishing.