Analysis of Qualitative Data: Using Automated Semantic Analysis to Understand Networks of Concepts

Qualitative research of business relationships and networks is of limited value if the analysis does not address the rich interdependencies of the processes and mechanisms involved and does not feature clear and credible methods of analysis. The purpose of this chapter is to consider approaches to analysis that provide opportunities for demonstrable, credible analysis of the qualitative nuances of business systems. The particular focus is on the use of computer-aided methods, including the Leximancer lexicographic analysis software, that, combined with more traditional methods, provide reliable and meaningful analysis of large quantities of textual information, including interview transcripts and secondary data. These processes and the findings that they can produce are demonstrated using a wide range of the authors’ own research.

[1]  Ian Wilkinson,et al.  The past and the future of business marketing theory , 2013 .

[2]  Louise Young,et al.  Affectual trust in the workplace , 2003 .

[3]  Geoff Easton,et al.  Marketing: a Critical Realist approach , 2002 .

[4]  D. Silverman A Very Short, Fairly Interesting and Reasonably Cheap Book about Qualitative Research. Very Short, Fairly Interesting & Reasonably Cheap Books. , 2007 .

[5]  C. Perry,et al.  Comprehensive criteria to judge validity and reliability of qualitative research within the realism paradigm , 2000 .

[6]  Louise Young,et al.  How channels evolve: A historical explanation , 2012 .

[7]  Jerry C. Olson,et al.  Is Science Marketing? , 1983 .

[8]  Louise Young,et al.  A pluralistic, longitudinal method: Using participatory workshops, interviews and lexicographic analysis to investigate relational evolution , 2017 .

[9]  W. Gibb Dyer,et al.  Better Stories, Not Better Constructs, To Generate Better Theory: A Rejoinder to Eisenhardt , 1991 .

[10]  B. Cova,et al.  Brand community of convenience products: new forms of customer empowerment – the case “my Nutella The Community” , 2006 .

[11]  T. Bonoma Case Research in Marketing: Opportunities, Problems, and a Process , 1985 .

[12]  Louise Young,et al.  A Sensemaking Approach to Trade-Offs and Synergies Between Human and Ecological Elements of Corporate Sustainability , 2010 .

[13]  J. Fereday,et al.  Demonstrating Rigor Using Thematic Analysis: A Hybrid Approach of Inductive and Deductive Coding and Theme Development , 2006 .

[14]  Rosann L. Spiro,et al.  Linking Market Share Strategies to Salesforce Objectives, Activities, and Compensation Policies , 2013 .

[15]  Barbara M. Wildemuth,et al.  Applications of Social Research Methods to Questions in Information and Library Science , 2009 .

[16]  N Mays,et al.  Qualitative Research: Rigour and qualitative research , 1995 .

[17]  Harry F. Wolcott,et al.  Transforming Qualitative Data: Description, Analysis, and Interpretation , 1996 .

[18]  A. Madill,et al.  Objectivity and reliability in qualitative analysis: realist, contextualist and radical constructionist epistemologies. , 2000, British journal of psychology.

[19]  L. L. Love,et al.  The state of qualitative tourism research , 2000 .

[20]  Louise Young,et al.  Trust: looking forward and back , 2006 .

[21]  Andrew E. Smith,et al.  Evaluation of unsupervised semantic mapping of natural language with Leximancer concept mapping , 2006, Behavior research methods.

[22]  Lisa Gibbs,et al.  Generating best evidence from qualitative research: the role of data analysis , 2007, Australian and New Zealand journal of public health.

[23]  Michael Quinn Patton,et al.  How to use qualitative methods in evaluation , 1987 .

[24]  L. Spencer,et al.  Qualitative data analysis for applied policy research , 2002 .

[25]  Andrew E. Smith,et al.  A Scientometric Analysis of Publications in the Journal of Business-to-Business Marketing 1993–2014 , 2015 .

[26]  Louise Young,et al.  Using Industry Workshops to Create Idea Networks for Business Model Evolution , 2014 .

[27]  M. Pratt Fitting Oval Pegs Into Round Holes , 2008 .

[28]  S. Timmermans,et al.  Theory Construction in Qualitative Research , 2012 .

[29]  Louise Young,et al.  Retaining the visitor, enhancing the experience : identifying attributes of choice in repeat museum visitation , 2009 .

[30]  J. Atkinson,et al.  Grounded theory research: literature reviewing and reflexivity. , 2007, Journal of advanced nursing.

[31]  N. Malhotra,et al.  Predatory Pricing and Marketing Theory: Applications in Business-to-Business Context and Beyond , 2006 .

[32]  Matthew B. Miles,et al.  Qualitative Data Analysis: An Expanded Sourcebook , 1994 .

[33]  Evert Gummesson,et al.  All research is interpretive , 2003 .

[34]  I. Wilkinson,et al.  What do Managers’ Survey Responses Mean and What Affects Them? The Case of Market Orientation and Firm Performance , 2011 .

[35]  G. Lilien,et al.  Doctoral Programs in Business-to-Business Marketing: Status and Prospects , 1998, Fundamentals of Business Marketing Education.

[36]  Richard Elliott,et al.  Using ethnography in strategic consumer research , 2003 .

[37]  J. Friedrichs,et al.  On Acting and Knowing: How Pragmatism Can Advance International Relations Research and Methodology , 2009, International Organization.

[38]  Louise Young,et al.  A case for contrast as a catalyst for change , 2008 .

[39]  C. Medlin,et al.  Self- and collective-interests: Using formal network activities for developing firms' business , 2014 .

[40]  A. Ahuvia,et al.  Traditional, Interpretive, and Reception Based Content Analyses: Improving the Ability of Content Analysis to Address Issues of Pragmatic and Theoretical Concern , 2001 .

[41]  Jeanne Daly,et al.  A hierarchy of evidence for assessing qualitative health research. , 2007, Journal of clinical epidemiology.

[42]  A. Strauss,et al.  Grounded Theory in Practice , 1997 .

[43]  T. Järvensivu,et al.  Case study research with moderate constructionism: Conceptualization and practical illustration , 2010 .

[44]  V. Braun,et al.  Using thematic analysis in psychology , 2006 .

[45]  Louise Young,et al.  Measuring Complex Patterns in Space–Time , 2014 .

[46]  Sara M Denize,et al.  Competing interests: the challenge to collaboration in the public sector , 2008 .

[47]  L. Wasserman,et al.  Computing Bayes Factors by Combining Simulation and Asymptotic Approximations , 1997 .

[48]  N. Mauthner,et al.  Reflexive Accounts and Accounts of Reflexivity in Qualitative Data Analysis , 2003 .

[49]  K. Munksgaard Is this network for you or for me? The pursuit of self and collective interests in a strategic network , 2015 .

[50]  E. Guba,et al.  Competing paradigms in qualitative research. , 1994 .