From Crisp to Fuzzy-Sets QCA in Exploring Causal Configurations: Examples from the New Zealand Context

ABSTRACT This article outlines illustrative applications in the use of QCA and its fuzzy-set variant in three examples of business promotion in New Zealand in the establishment of ethnic business networks, new land-based ventures, and the success and failure of end-user innovation. The three studies offer insights into the genesis of ideas, assembly of business support, and development and dissemination of designs, prototypes, and products. The focus of the article is the methodological power of QCA to present empirically-derived Boolean equations that describe configurations of particular outcomes across multi-level analyses of the business groups and networks, industries, and individual businesses.

[1]  Olav Schram Stokke,et al.  Qualitative comparative analysis, shaming, and international regime effectiveness , 2007 .

[2]  Axel Marx,et al.  Crisp-set qualitative comparative analysis (csQCA) and model specification: Benchmarks for future csQCA applications , 2010 .

[3]  Jon Kvist,et al.  Diversity, Ideal Types and Fuzzy Sets in Comparative Welfare State Research , 2006 .

[4]  A. Herrmann,et al.  When dichotomisation becomes a problem for the analysis of middle‐sized datasets , 2009 .

[5]  E. Rogers Diffusion of Innovations , 1962 .

[6]  R. Biggert Why Labor Wins, Why Labor Loses: A Test of Two Theories , 1996 .

[7]  Peer C. Fiss A set-theoretic approach to organizational configurations , 2007 .

[8]  Michael J. Cooper,et al.  Measuring innovation. , 2011, Healthcare executive.

[9]  Kalle Pajunen,et al.  Institutions and inflows of foreign direct investment: a fuzzy-set analysis , 2008 .

[10]  E. Hippel,et al.  Comparing Business and Household Sector Innovation in Consumer Products: Findings from a Representative Study in the United Kingdom , 2012 .

[11]  Malcolm James Beynon,et al.  Qualitative Comparative Analysis and Public Services Research: Lessons from an Early Application , 2002 .

[12]  Charles C. Ragin,et al.  CONFIGURATIONS OF STRATEGY, STRUCTURE AND ENVIRONMENT: A FUZZY SET ANALYSIS OF HIGH TECHNOLOGY FIRMS* PEER C. FISS , 2008 .

[13]  Polly S. Rizova,et al.  Applying Charles Ragin's Method of Qualitative Comparative Analysis (QCA) to the Study of Technological Innovation , 2007 .

[14]  Özlem Öz Using Boolean- and Fuzzy-Logic-Based Methods to Analyze Multiple Case Study Evidence in Management Research , 2004 .

[15]  Public Policy Framework for the New Zealand Innovation System , 2006 .

[16]  Edwin Amenta,et al.  Social Politics in Context: The Institutional Politics Theory and Social Spending at the End of the New Deal , 1996 .

[17]  Charles C. Ragin,et al.  Between Complexity and Parsimony: Limited Diversity, Counterfactual Cases, and Comparative Analysis. , 2005 .

[18]  John R. Fairweather,et al.  Personality, Nations, and Innovation , 2012 .

[19]  E. Hellström Qualitative comparative analysis : A useful tool for research into forest policy and forestry conflicts , 1998 .

[20]  A. Georges L. Romme,et al.  Self-organizing processes in top management teams: A boolean comparative approach , 1995 .

[21]  T. Denk Comparative multilevel analysis: proposal for a methodology , 2010 .

[22]  Branka Krivokapic‐Skoko Understanding ethnic entrepreneurship in agricultural settings : qualitative comparative analysis of ethnic groups in New Zealand agriculture , 2001 .

[23]  Barry Cooper,et al.  Using case‐based approaches to analyse large datasets: a comparison of Ragin’s fsQCA and fuzzy cluster analysis , 2011 .

[24]  J. Walkup Fuzzy-set social science , 2003 .

[25]  Bruce Kogut,et al.  Exploring complexity when diversity is limited: institutional complementarity in theories of rule of law and national systems revisited , 2006 .

[26]  Thomas Greckhamer,et al.  Using Qualitative Comparative Analysis in Strategic Management Research , 2008 .

[27]  E. Hippel Horizontal Innovation Networks - By and For Users , 2007 .

[28]  J. Fairweather,et al.  Success factors in new land-based industries , 2000 .

[29]  Jack K. Martin,et al.  Labor Management in the Southern Textile Industry , 1994 .

[30]  J. Fagerberg,et al.  The Oxford handbook of innovation , 2006 .

[31]  Simon J. Lambert,et al.  The socio-technical networks of technology users' innovation in New Zealand: a fuzzy-set qualitative comparative analysis , 2010 .