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HRM4710  Qualitative Research Methods Week 23 Thinking about ‘triangulation’ & other issues of mixing methods Dr. Maria Kapsali (m.kapsali@imperial.ac.uk) Imperial College London with  Dr. Uracha Chatrakul Na Ayudhya
Learning Objectives ,[object Object],[object Object],[object Object],[object Object],[object Object]
Contents  ,[object Object],[object Object],[object Object]
Part 1: Theory  Types of qualitative research  Case study Attempts to shed light on a phenomena by studying indepth a single case example of the phenomena.  The case can be an individual person, an event, a group, or an institution.  Grounded theory Theory is developed inductively from a corpus of data acquired by a participant-observer. Phenomenology Describes the structures of experience as they present themselves to consciousness, without recourse to theory, deduction, or assumptions from other disciplines Ethnography Focuses on the sociology of meaning through close field observation of sociocultural phenomena. Typically, the ethnographer focuses on a community. Historical Systematic collection and objective evaluation of data related to past occurrences in order to test hypotheses concerning causes, effects, or trends of these events that may help to explain present events and anticipate future events. (Gay, 1996)
Multi-strategy research ,[object Object],[object Object],[object Object]
Make a list: ,[object Object],[object Object]
The Argument Against Multi-strategy Research (I) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The Argument Against Multi-strategy Research (II) ,[object Object],[object Object],[object Object]
Your view: ,[object Object],[object Object]
Two Versions of the Debate About Quantitative and Qualitative Research ,[object Object],[object Object],[object Object],[object Object],[object Object]
Your view: ,[object Object],[object Object],[object Object]
Subjectivist   Projection of human imagination Social construction  Contextual field of information  Concrete process  Concrete structure  Objectivist Different assumptions about reality from Morgan and Smircich (1980).    Quantitative  vs  Qualititive   Researcher is independent  vs  Researcher is involved  Large samples  vs  Small samples  Testing theories  vs  Generating theories  Experimental design  vs  Fieldwork methods  Verification  vs  Falsification    The choices of research design (Hassard, 2002).
Theory  Empirical  Generalization  Deduction, induction and Retroduction representation of how deduction, induction and Retroduction work through the empirics and theory (Alvesson and Skoldberg, 1994).  Empirical  Deduction    Induction Retroduction  The four types of scientific abstraction – logical reasoning (as in Bertilsson, 2004).  Ontology and epistemology  Deduction  Logical inferences from major and minor premises Formally correct but sometimes empirically flawed- it depends on the correctness of premises  Induction  The ability to form probability statements when all conditions being equal the higher past frequency the higher the probability  Inductive thinking is susceptible to habit and expectation  Abduction  The act of seeing something anew to connect a case with an unexpected rule related to vague common sense  Abductive reasoning is Perceptual judgments and their clarity is questionable  Retroduction  Aims to specify the necessary and sufficient causes and conditions to be produced or reproduced, for the phenomenon to come into existence.
Triangulation – popular strategy for mixing methods ,[object Object],[object Object],[object Object],[object Object]
Combining methods & data: many possible outcomes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Part 2: Types of Triangulation –strategy for mixing methods ,[object Object],[object Object],[object Object],[object Object]
Types of Triangulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],The types of data these three methods generate are field notes, audio (and sometimes video) recordings, and transcripts.
Mixed Methods Strategies ,[object Object],[object Object],[object Object]
1. Implementation ,[object Object],[object Object],[object Object],[object Object]
2. Priority ,[object Object],[object Object],[object Object],[object Object]
3. Integration ,[object Object],[object Object],[object Object],[object Object],[object Object]
Alternative Strategies and Visual Models ,[object Object],[object Object],[object Object]
Alternative Strategies and Visual Models (cont.) ,[object Object],Qual QUAN Data Collection QUAN Data Analysis qual Data Collection qual Data Analysis Interpretation of Entire Analysis QUAN  ,[object Object],[object Object]
Alternative Strategies and Visual Models (cont.) ,[object Object],QUAL quan QUAL Data Collection QUAL Data Analysis quan Data Collection quan Data Analysis Interpretation of Entire Analysis
Alternative Strategies and Visual Models (cont.) ,[object Object],QUAN QUAL QUAN Data Collection QUAN Data Analysis QUAL Data Collection QUAL Data Analysis Data results compared ,[object Object]
Alternative Strategies and Visual Models (cont.) ,[object Object],Qual Quan QUAN QUAL Analysis of Findings Analysis of Findings ,[object Object],[object Object]
Other qualitative strategies  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Activity : think of your own research  ,[object Object],[object Object],[object Object],[object Object],[object Object]
Part 3 Example: qualitative multiple case studies  using Critical Realism  ,[object Object],[object Object],[object Object],Problem : Generalizability is low in case studies  Problem : I needed to generalize the causes of an extended observed phenomenon in quantitative research
Choices  ,[object Object],[object Object],Problem : Finding patterns in case studies? Horrific !  Blending ontologies and epistemologies – very tricky indeed !
Research design  Research Question:  What is the effect of Policy on Project Management?  Method:  Multiple, explanatory comparative cross cases  Instrumentation: Human  In-depth, Semi-structured interviews  Purpose: Building model  Understand social interpretations of a phenomenon and built a model to represent it.  Data: Subjective  Data are perceptions of the people in the environment. Orientation: Causality  Find how the issues involved interact. Focus: Holistic  A total or complete picture is sought. Reality: Dynamic  Reality changes with changes in people’s perceptions. Viewpoint: Insider  Reality is what people perceive it to be  Results: Valid  The focus is on design and procedures to gain "real," "rich," and "deep" data. Analysis: Retroduction  Deductively collecting inductively analyzing and abductively concluding and theorizing
Normative, Descriptive and Systems theories in Project Management  Stakeholderism vs boundary roles  Policy Project Management  Operational Change  Public Policy  Implementation  Strategy public sector - Institutions  Managing projects in change – planned vs emergent approaches  Relationality
Table 6.1: The ontological assumptions of CR (Downward, 2008: 314).  The ontology of CR (the author from Modell, 2005) Core Ontological Assumptions Reality as a concrete process Assumptions About Human Nature  Man as an adaptor  Basic Epistemological Stance  To study systems, process, change  Favored Metaphors  Organism  Real  Actual  Empirical  Contingent conditions  Triggers  Observation Experience  Intrinsic objects Mechanisms  Events and tendencies Patterns  may or may not fire may or may not be observable
Real  Actual  Empirical  Contingent conditions  Instruments  Observation Experience of participants  Policy Mechanisms Programme actions and contexts  Project Management
Epistemology Basic ideas Role of theory What is real is not given. The world has structure (there are levels of reality) and emergent structures. People’s involvement with structures is transformational.  Subject matter has to reflect both its meaningfulness to actors and their location in a given network of relationships and structures. Knowledge is dualistic.  Theory is a conjecture about the connectedness of events and the causal sequences produced by generative mechanisms.  Nature of explanation Method of study   Something is explained if it is allocated a place at the end of a causal sequence. There may be multiple causes of a single event, co-variation and feedback The aim is to produce a good theory which accurately identifies causal mechanisms. The ways these work themselves out in given cases will be complicated. Multiple data is required   Ackroyd (2004: 150-1) on the characteristics of CR
[object Object],[object Object],[object Object],[object Object]
Mixing methods in a qualitatively driven way… Jennifer Mason (2006)
Mixing methods in a qualitative driven way  (Mason, 2006) ,[object Object],[object Object],[object Object]
‘ Meshing’ methods? (I) ,[object Object],[object Object],[object Object]
‘ Meshing’ methods? (II) ,[object Object]
‘ Meshing’ methods? (III) Essentially, Mason (2006) argues for going beyond divides, including qual-quant; micro-macro; global-local, socio-cultural-individual in order to acknowledge the multi-dimensionality of contexts & how they intersect to shape social experience & lived realities
Qualitative derived principles for mixing methods (Mason, 2006: 21-22) (I) ,[object Object],[object Object],[object Object],[object Object]
Qualitative derived principles for mixing methods (Mason, 2006: 21-22) (II) ,[object Object],[object Object],[object Object],[object Object]
Questions?
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Other references  ,[object Object],[object Object],[object Object],[object Object],[object Object]
...... references .......  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
...... references ..........  ,[object Object],[object Object],[object Object],[object Object],[object Object]

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Mixing Methods Tutorial

  • 1. HRM4710 Qualitative Research Methods Week 23 Thinking about ‘triangulation’ & other issues of mixing methods Dr. Maria Kapsali (m.kapsali@imperial.ac.uk) Imperial College London with Dr. Uracha Chatrakul Na Ayudhya
  • 2.
  • 3.
  • 4. Part 1: Theory Types of qualitative research Case study Attempts to shed light on a phenomena by studying indepth a single case example of the phenomena.  The case can be an individual person, an event, a group, or an institution. Grounded theory Theory is developed inductively from a corpus of data acquired by a participant-observer. Phenomenology Describes the structures of experience as they present themselves to consciousness, without recourse to theory, deduction, or assumptions from other disciplines Ethnography Focuses on the sociology of meaning through close field observation of sociocultural phenomena. Typically, the ethnographer focuses on a community. Historical Systematic collection and objective evaluation of data related to past occurrences in order to test hypotheses concerning causes, effects, or trends of these events that may help to explain present events and anticipate future events. (Gay, 1996)
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12. Subjectivist Projection of human imagination Social construction Contextual field of information Concrete process Concrete structure Objectivist Different assumptions about reality from Morgan and Smircich (1980).   Quantitative vs Qualititive Researcher is independent vs Researcher is involved Large samples vs Small samples Testing theories vs Generating theories Experimental design vs Fieldwork methods Verification vs Falsification   The choices of research design (Hassard, 2002).
  • 13. Theory Empirical Generalization Deduction, induction and Retroduction representation of how deduction, induction and Retroduction work through the empirics and theory (Alvesson and Skoldberg, 1994). Empirical Deduction Induction Retroduction The four types of scientific abstraction – logical reasoning (as in Bertilsson, 2004). Ontology and epistemology Deduction Logical inferences from major and minor premises Formally correct but sometimes empirically flawed- it depends on the correctness of premises Induction The ability to form probability statements when all conditions being equal the higher past frequency the higher the probability Inductive thinking is susceptible to habit and expectation Abduction The act of seeing something anew to connect a case with an unexpected rule related to vague common sense Abductive reasoning is Perceptual judgments and their clarity is questionable Retroduction Aims to specify the necessary and sufficient causes and conditions to be produced or reproduced, for the phenomenon to come into existence.
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  • 31. Research design Research Question: What is the effect of Policy on Project Management? Method: Multiple, explanatory comparative cross cases Instrumentation: Human In-depth, Semi-structured interviews Purpose: Building model Understand social interpretations of a phenomenon and built a model to represent it. Data: Subjective Data are perceptions of the people in the environment. Orientation: Causality Find how the issues involved interact. Focus: Holistic A total or complete picture is sought. Reality: Dynamic Reality changes with changes in people’s perceptions. Viewpoint: Insider Reality is what people perceive it to be Results: Valid The focus is on design and procedures to gain "real," "rich," and "deep" data. Analysis: Retroduction Deductively collecting inductively analyzing and abductively concluding and theorizing
  • 32. Normative, Descriptive and Systems theories in Project Management Stakeholderism vs boundary roles Policy Project Management Operational Change Public Policy Implementation Strategy public sector - Institutions Managing projects in change – planned vs emergent approaches Relationality
  • 33. Table 6.1: The ontological assumptions of CR (Downward, 2008: 314). The ontology of CR (the author from Modell, 2005) Core Ontological Assumptions Reality as a concrete process Assumptions About Human Nature Man as an adaptor Basic Epistemological Stance To study systems, process, change Favored Metaphors Organism Real Actual Empirical Contingent conditions Triggers Observation Experience Intrinsic objects Mechanisms Events and tendencies Patterns may or may not fire may or may not be observable
  • 34. Real Actual Empirical Contingent conditions Instruments Observation Experience of participants Policy Mechanisms Programme actions and contexts Project Management
  • 35. Epistemology Basic ideas Role of theory What is real is not given. The world has structure (there are levels of reality) and emergent structures. People’s involvement with structures is transformational. Subject matter has to reflect both its meaningfulness to actors and their location in a given network of relationships and structures. Knowledge is dualistic. Theory is a conjecture about the connectedness of events and the causal sequences produced by generative mechanisms. Nature of explanation Method of study   Something is explained if it is allocated a place at the end of a causal sequence. There may be multiple causes of a single event, co-variation and feedback The aim is to produce a good theory which accurately identifies causal mechanisms. The ways these work themselves out in given cases will be complicated. Multiple data is required   Ackroyd (2004: 150-1) on the characteristics of CR
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  • 37. Mixing methods in a qualitatively driven way… Jennifer Mason (2006)
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  • 41. ‘ Meshing’ methods? (III) Essentially, Mason (2006) argues for going beyond divides, including qual-quant; micro-macro; global-local, socio-cultural-individual in order to acknowledge the multi-dimensionality of contexts & how they intersect to shape social experience & lived realities
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