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Hangzhou, January 2011
Prof. Dr. Hora Tjitra, Zhejiang University
Grounded	
  Theory
An	
  Introduction	
  to	
  Inductive	
  Qualitative	
  Analysis	
  Method
访	
  谈	
  方	
  法
An	
  Introduc+on	
  to	
  Grounded	
  Theory
2
Discovery has been the aim of science
since the dawn of the renaissance.
But how those discoveries are made has varied
with the nature of the materials being studied
and the times.
Strauss & Corbin, 1998
An	
  Introduc+on	
  to	
  Grounded	
  Theory
3
14	
  years	
  in	
  Germany
7	
  years	
  in	
  China
Born	
  and	
  grew	
  up	
  
in	
  Indonesia
Prof.Dr.Hora Tjitra - Cross-cultural and Business Psychology
Dipl.-Psych.,Technical University of Braunschweig
Organizational Psychology and Human Resource Management
Dr.Phil.,University of Regensburg
Intercultural Psychology and Strategic Management
Executive Education,INSEAD
HR Management in Asia
An	
  Introduc+on	
  to	
  Grounded	
  Theory
Outline
1 Selecting the right qualitative research method 5
2 From the data to theory:different coding steps in GT 8
3 Memos and Diagrams in GT 16
4 Criteria for good GT research 23
4
An	
  Introduc+on	
  to	
  Grounded	
  Theory
5
Data
Collection
Preparation
Process
Analyzing
Process
Process of Qualitative Research
Single Case
Analyses
Document
Analyses
Action Research Field Research
Qualitative
Experiments
Qualitative
Evaluation
Qualitative Research Process:
From Ideas (Questions) to Results (Theory)
Writing Qualitative Research Report
Qualitative Research Design
The Foundations and Pillars of Qualitative Thinking
Research Topics, Problems and Questions (Hypotheses)
An	
  Introduc+on	
  to	
  Grounded	
  Theory
Checklist for selecting a qualitative research method
1. What	
  do	
  I	
  know	
  about	
  the	
  issue	
  of	
  my	
  study	
  or	
  how	
  detailed	
  is	
  my	
  knowledge	
  already?
2. How	
  developed	
  is	
  the	
  theore;cal	
  or	
  empirical	
  knowledge	
  in	
  the	
  literature	
  about	
  the	
  issue?
3. Am	
  I	
  more	
  interested	
  in	
  generally	
  exploring	
  the	
  field	
  and	
  the	
  issue	
  of	
  my	
  study?
4. What	
  is	
  the	
  theore;cal	
  background	
  of	
  my	
  study	
  and	
  which	
  methods	
  fit	
  this	
  background?
5. What	
  is	
  it	
  that	
  I	
  	
  want	
  to	
  get	
  close	
  to	
  in	
  my	
  study?	
  Personal	
  experiences	
  of	
  (a	
  group)	
  of	
  certain	
  
people	
  or	
  social	
  processes	
  in	
  the	
  making?	
  Or	
  am	
  I	
  more	
  interested	
  in	
  reconstruc;ng	
  the	
  underlying	
  
structures	
  of	
  my	
  issue?
6. Do	
  I	
  started	
  with	
  a	
  very	
  focused	
  research	
  ques;on	
  right	
  away	
  or	
  do	
  I	
  start	
  from	
  a	
  rather	
  unfocused	
  
approach	
  in	
  order	
  to	
  develop	
  the	
  more	
  focused	
  ques;ons	
  underway	
  in	
  the	
  process	
  of	
  my	
  project?
7. What	
  is	
  the	
  aggregate	
  I	
  want	
  to	
  study?	
  Personal	
  experiences,	
  interac;ons	
  or	
  situa;ons	
  or	
  bigger	
  
en;;es	
  like	
  organiza;ons	
  or	
  discourse?
8. Is	
  it	
  more	
  the	
  single	
  case	
  (e.g.	
  of	
  a	
  personal	
  illness	
  experience	
  or	
  of	
  a	
  certain	
  ins;tu;on)	
  I	
  am	
  
interested	
  in	
  or	
  the	
  comparison	
  of	
  various	
  cases?
9. What	
  are	
  resources	
  (;me,	
  money,	
  wo/manpower,	
  skills…)	
  available	
  to	
  run	
  my	
  study?
10. What	
  are	
  the	
  characteris;cs	
  of	
  the	
  field	
  I	
  want	
  to	
  study	
  and	
  of	
  the	
  people	
  in	
  it?	
  What	
  can	
  you	
  
request	
  of	
  them	
  and	
  what	
  not?
11. What	
  is	
  the	
  claim	
  of	
  generaliza;on	
  of	
  my	
  study?
An	
  Introduc+on	
  to	
  Grounded	
  Theory
Research perspectives in qualitative research:
matching theories and methods
Research perspectives in qualitative research
Subject‘s points
of view
Making of social
realities
Cultural framing of
Social realities
Theoretical
positions
Methods of
Data collection
Methods of
interpretation
 Symbolic	
  interac/onism
 Interpre/ve	
  
interac/onism
 Ethnomethodology
 Social	
  construc/onism
 Psychoanalysis
 Gene/c	
  structuralism
 Semi-­‐structured	
  
interviews
 Narra/ve	
  interviews
 Focus	
  groups
 Ethnography
 Par/cipant	
  observa/on
 Recording	
  interac/ons
 Collec/ng	
  documents
 Recording	
  interac/ons
 Photography
 Film
 Theore/cal	
  coding
 Content	
  analysis
 Narra/ve	
  analysis
 Hermeneu/c	
  methods
 Conversa/on	
  analysis
 Discourse	
  analysis
 Objec/ve	
  hermeneu/cs
 Deep	
  hermeneu/cs
An	
  Introduc+on	
  to	
  Grounded	
  Theory
The Origins of Grounded Theory (Glaser and Strauss,1967)
• A	
  conceptual	
  levels	
  theory	
  and	
  general	
  
research	
  methodology
• The	
  emergence	
  of	
  grounded	
  theory	
  was	
  
during	
  the	
  collabora;on	
  of	
  Glaser	
  and	
  
Strauss	
  at	
  the	
  University	
  of	
  California	
  at	
  
Berkeley	
  from	
  1965	
  to	
  1967.
• Barney	
  Glaser
– Sorbonne	
  University	
  Paris,	
  
French	
  Literature
– Columbia	
  University	
  New	
  York,	
  
Lazersfield	
  &	
  Merton,	
  Sta;s;cal	
  Analysis
• Anselm	
  Strauss
– Chicago	
  University,	
  
Symbolic	
  Interac;onist	
  Sociology
8
Graphic	
  source:h.p://qualmethods.wikispaces.com/Grounded+Theory
An	
  Introduc+on	
  to	
  Grounded	
  Theory
9
The Creation of THEORY from DATA
 Methodology: A way of thinking about and studying social reality
 Methods: A set of procedures and techniques for gathering and analyzing data
 Coding: The analytic process through which data are fractured, conceptualized,
and integrated to form theory.
Grounded theory mean theory that was derived from data, systematically gathered and
analyzed through the research process.
In this method, data collection, analysis and eventual theory stand in close relationship
to one another.
The interpretation of data cannot therefore be regarded independently of their collection
or the sampling of data.
A researcher does not begin a project with a preconceived theory in mind, rather
he / she begins with an area of study and allows the theory to emerge from the data.
Interpretation is the anchoring point for making decisions about which data or cases to
integrate next in the analysis and how or with which methods they should be collected.
In the process of interpretation different ‘procedures’ for dealing with text can be
differentiated: ‘open coding’, ‘axial coding’ and ‘selective coding’.
An	
  Introduc+on	
  to	
  Grounded	
  Theory
10
Characteristics of a grounded theorist
The ability to step back and
critically analyze situations
The ability to recognize the
tendency toward bias
The ability to think abstractly
The ability to be flexible and open
to helpful criticism
Sensitivity to the words and actions
of respondents
A sense of absorption and devotion
to the work process
An	
  Introduc+on	
  to	
  Grounded	
  Theory
11
Coding procedures -
Analysis through microscopic examination of data
Build rather than test theory
Provide researcher with analytic
tools for handling masses of raw
data.
Help analyst to consider
alternative meanings of
phenomena.
Be systematic and creative
simultaneously.
Identify, develop and relate the
concepts that are building blocks
of theory.
Graphic	
  source:	
  h.p://qr<ps.com/faq/FAQ-­‐-­‐code%20terms.htm
An	
  Introduc+on	
  to	
  Grounded	
  Theory
12
Open coding - What does the Data want to Say
The analytic process through which concepts are identified
and their properties and dimensions are discovered in data.
• Open	
  coding	
  aims	
  at	
  expressing	
  data	
  and	
  phenomena	
  in	
  the	
  form	
  of	
  concepts.
• For	
  this	
  purpose,	
  data	
  are	
  first	
  disentangled	
  (segmented).	
  Expressions	
  are	
  
classified	
  by	
  their	
  units	
  of	
  meaning	
  in	
  order	
  to	
  a^ach	
  annota;on	
  
and	
  above	
  all	
  ‘concepts’	
  (codes)	
  to	
  them.
• Basic	
  ques;ons	
  in	
  doing	
  open	
  coding:
– What? Which phenomenon is mentioned?
– Who? Which persons and roles?
– How? Which aspects are mentioned?
– When? How long? Where? Time, course, location.
– How much? How strong? Aspects of intensity.
– Why? Which reasons are given or can be constructed?
– What for? With what intention, to which purpose?
– By which? Means, tactics and strategies for reaching the goal.
An	
  Introduc+on	
  to	
  Grounded	
  Theory
13
Axial coding - Structuring and Categorizing the Data
The process of relating categories to their subcategories, termed ‘axial’ because coding occurs
around the axis of a category, linking categories at the level of properties and dimensions.
• After did the pen coding, the next step is to refine and differentiate the
categories (resulting from open coding).
• From the multitude of categories, those are selected that seem to be most
promising for a further elaboration. The axial categories are enriched by
their fit with as many passages as possible.
• Finally, the relations between these and other categories are elaborated.
• The developed relations and categories that are treated as essential are
verified over and over against the text and date.
• The researcher moves continuously back and fort between inductive
thinking (developing) and deductive thinking (testing).
Conditions Causes Consequences Co-Variances Contexts Cutting Points
An	
  Introduc+on	
  to	
  Grounded	
  Theory
14
Theoretical (Selective) Coding:
Developing Theories based on the Data
The process of integrating and refining the theory.
• The third step, continuous the axial coding at the higher level of abstraction.
• The aim of this step is to elaborate the core category around which the
other developed categories can be grouped and by which they are
integrated.
• In this way, the story of the case is elaborated and formulated.
• The analysis and the development of the theory aim at discovering patterns
in the data as well as conditions under which these apply.
• Finally, the theory is formulated in greater detail and again checked against
the data.
An	
  Introduc+on	
  to	
  Grounded	
  Theory
15
The process of theory development: description,
conceptual ordering,and theorizing
 Description: The use of words to convey a mental of image of an event, a piece of scenery, a scene,
an experience, an emotion, or a sensation; the account related from the perspective of the person
doing the depicting.
☞ depicting, telling a story, sometimes a very graphic and detailed one, without stepping back to interpret events or explain why
certain events occurred and not others.
 Conceptual ordering: Organizing (and sometime rating) of data according to a selective and
specified set of properties and their dimensions.
☞ classifying events and objects along various explicitly stated dimensions, without necessarily relating the classifications to
each other to form an overarching explanatory scheme.
 Theory: A set of well-developed concepts related through statements of relationship, which together
constitute an integrated framework that can be used to explain or predict phenomena.
☞ the act of constructing from data an explanatory scheme that systematically integrates various concepts through statements
of relationships. It enables users to explain and predict events, thereby providing guides to action.
• Before	
  beginning	
  the	
  process	
  of	
  developing	
  theory,	
  a	
  researcher	
  must	
  have	
  
some	
  understanding	
  of	
  what	
  cons/tutes	
  theory.
• The	
  first	
  step	
  toward	
  understanding	
  is	
  to	
  be	
  able	
  to	
  differen/ate	
  among	
  
descrip/on,	
  conceptual	
  ordering,	
  and	
  theorizing.
• A	
  second	
  step	
  is	
  realizing	
  that	
  these	
  forms	
  of	
  data	
  analysis	
  actually	
  build	
  on	
  
one	
  another,	
  with	
  the	
  theory	
  incorpora/ng	
  aspects	
  of	
  both.
Techniques	
  and	
  Procedures	
  
for	
  Developing	
  Grounded	
  Theory
An	
  Introduc+on	
  to	
  Grounded	
  Theory
Stages of a Grounded Theory Study
17
Stages	
  are	
  generally	
  sequen/al,	
  but	
  once	
  research	
  process	
  begins	
  they	
  are	
  oOen	
  conducted	
  simultaneously,	
  
as	
  the	
  par/cular	
  research	
  requires.
1. Preparation
• Minimizing pre-conception
2. Data Collection
• Interviews, Observation or any
other types of data
• Theoretical Sampling
3. Analysis
• Constant Comparative Analysis
• Sensitizing Concepts: Open,
Axial and Theoretical Coding
4. Memoing
• theorizing write-up of ideas and
codes and their relationship
• Integrating the Literatures
5. Theoretical Outline
• Visual outline of the major
concepts of the emerged theory
6. Sorting
• Conceptual sorting of memos
7. Writing
Source:	
  Odis	
  E.	
  Simmons
An	
  Introduc+on	
  to	
  Grounded	
  Theory
18
Memos:	
  WriQen	
  records	
  of	
  analysis	
  that	
  may	
  vary	
  in	
  type	
  and	
  form
 Code notes:	
  Memos	
  containing	
  the	
  actual	
  products	
  of	
  the	
  three	
  types	
  
of	
  coding:	
  open,	
  axial,	
  and	
  selec/ve
 Theoretical notes:	
  Sensi/zing	
  and	
  summarizing	
  memos	
  that	
  contain	
  
an	
  analyst’s	
  thoughts	
  and	
  ideas	
  about	
  theore/cal	
  sampling	
  and	
  other	
  issues	
  
 Operational notes:	
  Memos	
  containing	
  procedural	
  direc/ons	
  and	
  
reminders
Diagrams:	
  Visual	
  devices	
  that	
  depict	
  the	
  rela/onships	
  among	
  concepts
Definitions of Terms - Memos and Diagrams
An	
  Introduc+on	
  to	
  Grounded	
  Theory
19
Taking field note instead?
• Insufficient space to develop ideas
• Old coding written in the margins might be
misleading or confusing when concepts revised
• Difficult to retrieve information in margin
• Unnecessary to write on the margin when many
helpful computer programs available
Features of Memos and diagrams
• Analyst develops his or her own style: computer
program, color-coded cards, binders, folders,
notebooks
• Orderly, progressive, systematic, easily retrievable
• Provide a storehouse of analytic ideas
• Force the analyst to work with concepts rather
than raw data
• Act as reflections of analytic thought
• Memos can be written from other memos.
Why Memos and Diagrams?
An	
  Introduc+on	
  to	
  Grounded	
  Theory
20
Technical Features of Memos and Diagrams
Memos & Diagrams The analyst
• Not be afraid to modify the
content of memos and diagrams
as progressing
• Keep a list of emergency codes
for reference
• Be flexible and relaxed when
doing Ms & Ds
• Be conceptual rather then
descriptive when writing memos
• Notice when category appears
saturated or several memos
begin to sound alike
• Keep multiple copies of memos
• References should include code
number of the interview,
observation, or document; date;
page number
• Contain headings denoting the
concepts or categories, the title or
heading describe the type of
memos
• Quotes or phrases of raw data can
be included as handy reminder, and
further as illustrations
• Be specific and kept distinct
An	
  Introduc+on	
  to	
  Grounded	
  Theory
21
Code Notes
Theoretical Notes
Operational Notes
• At first, scan a document and identify some concepts.
• Early notes include categories, the concepts that point
to the categories, some properties and dimensions
• Ask some other properties and their dimensions
• Theoretical sampling
• What operations to carry out next?
Asking question, making
comparison, or doing more
observation or interview?
Memos and Diagrams in Open Coding
An	
  Introduc+on	
  to	
  Grounded	
  Theory
22
Memos and Diagrams in Selective Coding
• Think about this or that
• Go here or there to theoretically sample
• Check out this or that
• Do this or that
Filling in of categories and refinement of the theory
Fewer; take the form of an integrative memo describing
what the research is all about.
Theoretical
and
Operational
Notes
Code
Notes
Diagrams
Show the density and complexity of the theory
Help the analyst finalize relationships and discover
breaks in logic
The final step in analysis ---- integration of concept & development and refinement
Criteria	
  for	
  Evaluation
An	
  Introduc+on	
  to	
  Grounded	
  Theory
24
Judging the merits of Theory-Building Research
What	
  one	
  is	
  making	
  judgment	
  about
✓ FIT
This	
  is	
  another	
  way	
  of	
  expressing	
  validity	
  (Face	
  Validity)
✓ Does	
  the	
  concept	
  adequately	
  explain	
  the	
  data	
  which	
  the	
  
theory	
  purports	
  to	
  express?
✓ WORKABILITY
✓ Do	
  the	
  concepts	
  begin	
  to	
  account	
  for	
  how	
  the	
  main	
  concerns	
  
for	
  those	
  being	
  studied	
  are	
  being	
  con/nually	
  resolved?
✓ RELEVANCE
✓ How	
  relevant	
  is	
  the	
  research	
  to	
  those	
  being	
  studied?
✓ MODIFIABILITY
✓ How	
  capable	
  is	
  the	
  theory	
  of	
  incorpora/ng	
  new	
  concepts	
  
from	
  the	
  data	
  which	
  is	
  generated	
  aOer	
  the	
  comple/on	
  of	
  the	
  
study?
An	
  Introduc+on	
  to	
  Grounded	
  Theory
25
Evaluating the Research Process
• Criterions1 : How was the original sample selected? On what grounds?
• Criterions2 : What major categories emerged?
• Criterions3 : What were some of the events, incidents, or actions (indicators)
that point to these major categories?
• Criterions4 :On the basis of what categories did theoretical sampling
proceed? That is, how did theoretical formulations guide some of the data
collection? After the theoretical sampling was done, how representative of the
data did the categories prove to be?
• Criterions5: What were some of the hypotheses pertaining to conceptual
relations (i.e., among categories), and on what ground were they formulated
or validated?
• Criterions6: Were there instances in which hypotheses did not explain what
was happening in the data? How were these discrepancies accounted for?
Were the hypotheses modified?
• Criterions7: How and why was the core category selected? Was this
collection sudden or gradual, and was it difficult or easy? On what grounds
were the final analytic decisions made?
An	
  Introduc+on	
  to	
  Grounded	
  Theory
26
Evaluating the Empirical Grounding of a Study
 Criterion 5: Are the conditions
under which variation can be
found built into the study and
explained?
 Criterion 6: Has process been
taken into account?
 Criterion 7: Do the theoretical
findings seem significant, and to
what extent?
 Criterion 8: Does the theory
stand the test of time and
become part of the discussions
and ideas exchanged among
relevant social and professional
groups?
 Criterion 1: Are Concept
Generated?
 Criterion 2: Are the concept
systematically related?
 Criterion 3: are there many
conceptual linkages, and are the
categories well developed? Do
categories have conceptual
density?
 Criterion 4: is variation built into
the theory?
Thank	
  You
Contact us via …
Mail: hora_t@mac.com
Follow: twitter@htjitra
Website: http://horatjitra.com
Zhejiang	
  University,	
  Hangzhou	
  (China)

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Grounded Theory: an Introduction (updated Jan 2011)

  • 1. Hangzhou, January 2011 Prof. Dr. Hora Tjitra, Zhejiang University Grounded  Theory An  Introduction  to  Inductive  Qualitative  Analysis  Method 访  谈  方  法
  • 2. An  Introduc+on  to  Grounded  Theory 2 Discovery has been the aim of science since the dawn of the renaissance. But how those discoveries are made has varied with the nature of the materials being studied and the times. Strauss & Corbin, 1998
  • 3. An  Introduc+on  to  Grounded  Theory 3 14  years  in  Germany 7  years  in  China Born  and  grew  up   in  Indonesia Prof.Dr.Hora Tjitra - Cross-cultural and Business Psychology Dipl.-Psych.,Technical University of Braunschweig Organizational Psychology and Human Resource Management Dr.Phil.,University of Regensburg Intercultural Psychology and Strategic Management Executive Education,INSEAD HR Management in Asia
  • 4. An  Introduc+on  to  Grounded  Theory Outline 1 Selecting the right qualitative research method 5 2 From the data to theory:different coding steps in GT 8 3 Memos and Diagrams in GT 16 4 Criteria for good GT research 23 4
  • 5. An  Introduc+on  to  Grounded  Theory 5 Data Collection Preparation Process Analyzing Process Process of Qualitative Research Single Case Analyses Document Analyses Action Research Field Research Qualitative Experiments Qualitative Evaluation Qualitative Research Process: From Ideas (Questions) to Results (Theory) Writing Qualitative Research Report Qualitative Research Design The Foundations and Pillars of Qualitative Thinking Research Topics, Problems and Questions (Hypotheses)
  • 6. An  Introduc+on  to  Grounded  Theory Checklist for selecting a qualitative research method 1. What  do  I  know  about  the  issue  of  my  study  or  how  detailed  is  my  knowledge  already? 2. How  developed  is  the  theore;cal  or  empirical  knowledge  in  the  literature  about  the  issue? 3. Am  I  more  interested  in  generally  exploring  the  field  and  the  issue  of  my  study? 4. What  is  the  theore;cal  background  of  my  study  and  which  methods  fit  this  background? 5. What  is  it  that  I    want  to  get  close  to  in  my  study?  Personal  experiences  of  (a  group)  of  certain   people  or  social  processes  in  the  making?  Or  am  I  more  interested  in  reconstruc;ng  the  underlying   structures  of  my  issue? 6. Do  I  started  with  a  very  focused  research  ques;on  right  away  or  do  I  start  from  a  rather  unfocused   approach  in  order  to  develop  the  more  focused  ques;ons  underway  in  the  process  of  my  project? 7. What  is  the  aggregate  I  want  to  study?  Personal  experiences,  interac;ons  or  situa;ons  or  bigger   en;;es  like  organiza;ons  or  discourse? 8. Is  it  more  the  single  case  (e.g.  of  a  personal  illness  experience  or  of  a  certain  ins;tu;on)  I  am   interested  in  or  the  comparison  of  various  cases? 9. What  are  resources  (;me,  money,  wo/manpower,  skills…)  available  to  run  my  study? 10. What  are  the  characteris;cs  of  the  field  I  want  to  study  and  of  the  people  in  it?  What  can  you   request  of  them  and  what  not? 11. What  is  the  claim  of  generaliza;on  of  my  study?
  • 7. An  Introduc+on  to  Grounded  Theory Research perspectives in qualitative research: matching theories and methods Research perspectives in qualitative research Subject‘s points of view Making of social realities Cultural framing of Social realities Theoretical positions Methods of Data collection Methods of interpretation  Symbolic  interac/onism  Interpre/ve   interac/onism  Ethnomethodology  Social  construc/onism  Psychoanalysis  Gene/c  structuralism  Semi-­‐structured   interviews  Narra/ve  interviews  Focus  groups  Ethnography  Par/cipant  observa/on  Recording  interac/ons  Collec/ng  documents  Recording  interac/ons  Photography  Film  Theore/cal  coding  Content  analysis  Narra/ve  analysis  Hermeneu/c  methods  Conversa/on  analysis  Discourse  analysis  Objec/ve  hermeneu/cs  Deep  hermeneu/cs
  • 8. An  Introduc+on  to  Grounded  Theory The Origins of Grounded Theory (Glaser and Strauss,1967) • A  conceptual  levels  theory  and  general   research  methodology • The  emergence  of  grounded  theory  was   during  the  collabora;on  of  Glaser  and   Strauss  at  the  University  of  California  at   Berkeley  from  1965  to  1967. • Barney  Glaser – Sorbonne  University  Paris,   French  Literature – Columbia  University  New  York,   Lazersfield  &  Merton,  Sta;s;cal  Analysis • Anselm  Strauss – Chicago  University,   Symbolic  Interac;onist  Sociology 8 Graphic  source:h.p://qualmethods.wikispaces.com/Grounded+Theory
  • 9. An  Introduc+on  to  Grounded  Theory 9 The Creation of THEORY from DATA  Methodology: A way of thinking about and studying social reality  Methods: A set of procedures and techniques for gathering and analyzing data  Coding: The analytic process through which data are fractured, conceptualized, and integrated to form theory. Grounded theory mean theory that was derived from data, systematically gathered and analyzed through the research process. In this method, data collection, analysis and eventual theory stand in close relationship to one another. The interpretation of data cannot therefore be regarded independently of their collection or the sampling of data. A researcher does not begin a project with a preconceived theory in mind, rather he / she begins with an area of study and allows the theory to emerge from the data. Interpretation is the anchoring point for making decisions about which data or cases to integrate next in the analysis and how or with which methods they should be collected. In the process of interpretation different ‘procedures’ for dealing with text can be differentiated: ‘open coding’, ‘axial coding’ and ‘selective coding’.
  • 10. An  Introduc+on  to  Grounded  Theory 10 Characteristics of a grounded theorist The ability to step back and critically analyze situations The ability to recognize the tendency toward bias The ability to think abstractly The ability to be flexible and open to helpful criticism Sensitivity to the words and actions of respondents A sense of absorption and devotion to the work process
  • 11. An  Introduc+on  to  Grounded  Theory 11 Coding procedures - Analysis through microscopic examination of data Build rather than test theory Provide researcher with analytic tools for handling masses of raw data. Help analyst to consider alternative meanings of phenomena. Be systematic and creative simultaneously. Identify, develop and relate the concepts that are building blocks of theory. Graphic  source:  h.p://qr<ps.com/faq/FAQ-­‐-­‐code%20terms.htm
  • 12. An  Introduc+on  to  Grounded  Theory 12 Open coding - What does the Data want to Say The analytic process through which concepts are identified and their properties and dimensions are discovered in data. • Open  coding  aims  at  expressing  data  and  phenomena  in  the  form  of  concepts. • For  this  purpose,  data  are  first  disentangled  (segmented).  Expressions  are   classified  by  their  units  of  meaning  in  order  to  a^ach  annota;on   and  above  all  ‘concepts’  (codes)  to  them. • Basic  ques;ons  in  doing  open  coding: – What? Which phenomenon is mentioned? – Who? Which persons and roles? – How? Which aspects are mentioned? – When? How long? Where? Time, course, location. – How much? How strong? Aspects of intensity. – Why? Which reasons are given or can be constructed? – What for? With what intention, to which purpose? – By which? Means, tactics and strategies for reaching the goal.
  • 13. An  Introduc+on  to  Grounded  Theory 13 Axial coding - Structuring and Categorizing the Data The process of relating categories to their subcategories, termed ‘axial’ because coding occurs around the axis of a category, linking categories at the level of properties and dimensions. • After did the pen coding, the next step is to refine and differentiate the categories (resulting from open coding). • From the multitude of categories, those are selected that seem to be most promising for a further elaboration. The axial categories are enriched by their fit with as many passages as possible. • Finally, the relations between these and other categories are elaborated. • The developed relations and categories that are treated as essential are verified over and over against the text and date. • The researcher moves continuously back and fort between inductive thinking (developing) and deductive thinking (testing). Conditions Causes Consequences Co-Variances Contexts Cutting Points
  • 14. An  Introduc+on  to  Grounded  Theory 14 Theoretical (Selective) Coding: Developing Theories based on the Data The process of integrating and refining the theory. • The third step, continuous the axial coding at the higher level of abstraction. • The aim of this step is to elaborate the core category around which the other developed categories can be grouped and by which they are integrated. • In this way, the story of the case is elaborated and formulated. • The analysis and the development of the theory aim at discovering patterns in the data as well as conditions under which these apply. • Finally, the theory is formulated in greater detail and again checked against the data.
  • 15. An  Introduc+on  to  Grounded  Theory 15 The process of theory development: description, conceptual ordering,and theorizing  Description: The use of words to convey a mental of image of an event, a piece of scenery, a scene, an experience, an emotion, or a sensation; the account related from the perspective of the person doing the depicting. ☞ depicting, telling a story, sometimes a very graphic and detailed one, without stepping back to interpret events or explain why certain events occurred and not others.  Conceptual ordering: Organizing (and sometime rating) of data according to a selective and specified set of properties and their dimensions. ☞ classifying events and objects along various explicitly stated dimensions, without necessarily relating the classifications to each other to form an overarching explanatory scheme.  Theory: A set of well-developed concepts related through statements of relationship, which together constitute an integrated framework that can be used to explain or predict phenomena. ☞ the act of constructing from data an explanatory scheme that systematically integrates various concepts through statements of relationships. It enables users to explain and predict events, thereby providing guides to action. • Before  beginning  the  process  of  developing  theory,  a  researcher  must  have   some  understanding  of  what  cons/tutes  theory. • The  first  step  toward  understanding  is  to  be  able  to  differen/ate  among   descrip/on,  conceptual  ordering,  and  theorizing. • A  second  step  is  realizing  that  these  forms  of  data  analysis  actually  build  on   one  another,  with  the  theory  incorpora/ng  aspects  of  both.
  • 16. Techniques  and  Procedures   for  Developing  Grounded  Theory
  • 17. An  Introduc+on  to  Grounded  Theory Stages of a Grounded Theory Study 17 Stages  are  generally  sequen/al,  but  once  research  process  begins  they  are  oOen  conducted  simultaneously,   as  the  par/cular  research  requires. 1. Preparation • Minimizing pre-conception 2. Data Collection • Interviews, Observation or any other types of data • Theoretical Sampling 3. Analysis • Constant Comparative Analysis • Sensitizing Concepts: Open, Axial and Theoretical Coding 4. Memoing • theorizing write-up of ideas and codes and their relationship • Integrating the Literatures 5. Theoretical Outline • Visual outline of the major concepts of the emerged theory 6. Sorting • Conceptual sorting of memos 7. Writing Source:  Odis  E.  Simmons
  • 18. An  Introduc+on  to  Grounded  Theory 18 Memos:  WriQen  records  of  analysis  that  may  vary  in  type  and  form  Code notes:  Memos  containing  the  actual  products  of  the  three  types   of  coding:  open,  axial,  and  selec/ve  Theoretical notes:  Sensi/zing  and  summarizing  memos  that  contain   an  analyst’s  thoughts  and  ideas  about  theore/cal  sampling  and  other  issues    Operational notes:  Memos  containing  procedural  direc/ons  and   reminders Diagrams:  Visual  devices  that  depict  the  rela/onships  among  concepts Definitions of Terms - Memos and Diagrams
  • 19. An  Introduc+on  to  Grounded  Theory 19 Taking field note instead? • Insufficient space to develop ideas • Old coding written in the margins might be misleading or confusing when concepts revised • Difficult to retrieve information in margin • Unnecessary to write on the margin when many helpful computer programs available Features of Memos and diagrams • Analyst develops his or her own style: computer program, color-coded cards, binders, folders, notebooks • Orderly, progressive, systematic, easily retrievable • Provide a storehouse of analytic ideas • Force the analyst to work with concepts rather than raw data • Act as reflections of analytic thought • Memos can be written from other memos. Why Memos and Diagrams?
  • 20. An  Introduc+on  to  Grounded  Theory 20 Technical Features of Memos and Diagrams Memos & Diagrams The analyst • Not be afraid to modify the content of memos and diagrams as progressing • Keep a list of emergency codes for reference • Be flexible and relaxed when doing Ms & Ds • Be conceptual rather then descriptive when writing memos • Notice when category appears saturated or several memos begin to sound alike • Keep multiple copies of memos • References should include code number of the interview, observation, or document; date; page number • Contain headings denoting the concepts or categories, the title or heading describe the type of memos • Quotes or phrases of raw data can be included as handy reminder, and further as illustrations • Be specific and kept distinct
  • 21. An  Introduc+on  to  Grounded  Theory 21 Code Notes Theoretical Notes Operational Notes • At first, scan a document and identify some concepts. • Early notes include categories, the concepts that point to the categories, some properties and dimensions • Ask some other properties and their dimensions • Theoretical sampling • What operations to carry out next? Asking question, making comparison, or doing more observation or interview? Memos and Diagrams in Open Coding
  • 22. An  Introduc+on  to  Grounded  Theory 22 Memos and Diagrams in Selective Coding • Think about this or that • Go here or there to theoretically sample • Check out this or that • Do this or that Filling in of categories and refinement of the theory Fewer; take the form of an integrative memo describing what the research is all about. Theoretical and Operational Notes Code Notes Diagrams Show the density and complexity of the theory Help the analyst finalize relationships and discover breaks in logic The final step in analysis ---- integration of concept & development and refinement
  • 24. An  Introduc+on  to  Grounded  Theory 24 Judging the merits of Theory-Building Research What  one  is  making  judgment  about ✓ FIT This  is  another  way  of  expressing  validity  (Face  Validity) ✓ Does  the  concept  adequately  explain  the  data  which  the   theory  purports  to  express? ✓ WORKABILITY ✓ Do  the  concepts  begin  to  account  for  how  the  main  concerns   for  those  being  studied  are  being  con/nually  resolved? ✓ RELEVANCE ✓ How  relevant  is  the  research  to  those  being  studied? ✓ MODIFIABILITY ✓ How  capable  is  the  theory  of  incorpora/ng  new  concepts   from  the  data  which  is  generated  aOer  the  comple/on  of  the   study?
  • 25. An  Introduc+on  to  Grounded  Theory 25 Evaluating the Research Process • Criterions1 : How was the original sample selected? On what grounds? • Criterions2 : What major categories emerged? • Criterions3 : What were some of the events, incidents, or actions (indicators) that point to these major categories? • Criterions4 :On the basis of what categories did theoretical sampling proceed? That is, how did theoretical formulations guide some of the data collection? After the theoretical sampling was done, how representative of the data did the categories prove to be? • Criterions5: What were some of the hypotheses pertaining to conceptual relations (i.e., among categories), and on what ground were they formulated or validated? • Criterions6: Were there instances in which hypotheses did not explain what was happening in the data? How were these discrepancies accounted for? Were the hypotheses modified? • Criterions7: How and why was the core category selected? Was this collection sudden or gradual, and was it difficult or easy? On what grounds were the final analytic decisions made?
  • 26. An  Introduc+on  to  Grounded  Theory 26 Evaluating the Empirical Grounding of a Study  Criterion 5: Are the conditions under which variation can be found built into the study and explained?  Criterion 6: Has process been taken into account?  Criterion 7: Do the theoretical findings seem significant, and to what extent?  Criterion 8: Does the theory stand the test of time and become part of the discussions and ideas exchanged among relevant social and professional groups?  Criterion 1: Are Concept Generated?  Criterion 2: Are the concept systematically related?  Criterion 3: are there many conceptual linkages, and are the categories well developed? Do categories have conceptual density?  Criterion 4: is variation built into the theory?
  • 27. Thank  You Contact us via … Mail: hora_t@mac.com Follow: twitter@htjitra Website: http://horatjitra.com Zhejiang  University,  Hangzhou  (China)