The past and the future of business marketing theory

Abstract A complex systems approach to understanding and modelling business marketing systems is described. The focus is on the dynamics and evolution of such systems and the processes and mechanisms driving this, rather than the more usual comparative static, variables based statistical models. Order emerges in a self-organising, bottom up way from the local or micro actions and interactions of those involved. We describe the development of our thinking regarding this approach and its main features, including the development of agent based simulation models and the identification and modelling of underlying mechanisms and processes. We conclude by discussing the implications of this approach for business marketing theory and research.

[1]  Russell L. Ackoff,et al.  On purposeful systems , 1972 .

[2]  Thomas C. Schelling,et al.  Dynamic models of segregation , 1971 .

[3]  A. Leggett A Different Universe: Reinventing Physics from the Bottom Down , 2005 .

[4]  Alan Wilson,et al.  THE DYNAMICS OF URBAN SPATIAL STRUCTURE: PROGRESS AND PROBLEMS* , 1983 .

[5]  Ali A. Minai,et al.  Unifying Themes in Complex Systems , 2006 .

[6]  Lawrence S. Welch,et al.  Network development in international project marketing and the impact of external facilitation , 1996 .

[7]  W. Ashby,et al.  Requisite Variety and Its Implications for the Control of Complex Systems , 1991 .

[8]  Geoff Easton,et al.  International competitiveness and trade promotion policy from a network perspective , 2000 .

[9]  David Lane,et al.  Strategy under Complexity: Fostering Generative Relationships , 1996 .

[10]  Ton Jörg,et al.  New Thinking in Complexity for the Social Sciences and Humanities: A Generative, Transdisciplinary Approach , 2011 .

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

[12]  Ilya Prigogine,et al.  Order out of chaos , 1984 .

[13]  Ian Wilkinson,et al.  Business Relating Business: Managing Organisational Relations and Networks , 2008 .

[14]  Ian Wilkinson,et al.  The Evolution of Cooperation in Business , 2012, ArXiv.

[15]  Agata Fronczak,et al.  Self-organized criticality and coevolution of network structure and dynamics. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[16]  A Min Tjoa,et al.  E-Commerce and Web Technologies , 2002, Lecture Notes in Computer Science.

[17]  Elizabeth Pennisi,et al.  Origins. On the origin of cooperation. , 2009, Science.

[18]  S. Maguire,et al.  The SAGE Handbook of Complexity and Management , 2011 .

[19]  Christopher G. Langton,et al.  Artificial Life , 2019, Philosophical Posthumanism.

[20]  John N. Warfield,et al.  World dynamics , 1973 .

[21]  J. Forrester Industrial Dynamics: A Major Breakthrough for Decision Makers , 2012 .

[22]  D. Sterman,et al.  Misperceptions of Feedback in a Dynamic Decision Making Experiment , 1989 .

[23]  A. V. D. Ven,et al.  Event- and outcome-driven explanations of entrepreneurship , 2004 .

[24]  Frans Prenkert,et al.  Magic pelagic — An agent-based simulation of 20 years of emergent value accumulation in the North Atlantic herring exchange system , 2009 .

[25]  Roger A. Layton Modelling Trade Flows in a Developing Region , 1981 .

[26]  Kenneth E. Boulding,et al.  Ecodynamics: A New Theory of Societal Evolution , 1978 .

[27]  Bill McKelvey,et al.  From Gaussian to Paretian Thinking: Causes and Implications of Power Laws in Organizations , 2009 .

[28]  William Rand,et al.  Agent-Based Modeling in Marketing: Guidelines for Rigor , 2011 .

[29]  Ian Wilkinson,et al.  Using narrative sequence methods to advance international entrepreneurship theory , 2007 .

[30]  Paul Lukowicz,et al.  FuturICT: FET Flagship Pilot Project , 2011, FET.

[31]  George Fisk,et al.  Theories for marketing systems analysis : selected readings , 1967 .

[32]  Erik O. Kimbrough Heuristic learning and the discovery of specialization and exchange , 2011 .

[33]  Kent Eriksson,et al.  Business Networks and Cooperation in International Business Relationships , 1996 .

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

[35]  Thomas Brenner,et al.  Agent Learning Representation - Advice in Modelling Economic Learning , 2004 .

[36]  Denice Welch,et al.  Network analysis of a new export grouping scheme: The role of economic and non-economic relations , 1996 .

[37]  Tim Rowley,et al.  Inertia and Evaluation Mechanisms in Interorganizational Partner Selection: Syndicate Formation among U.S. Investment Banks , 2002 .

[38]  Jacob Goldenberg,et al.  Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth , 2001 .

[39]  Ian Wilkinson,et al.  The Evolvability of Business and the Role of Antitrust , 2006, 1203.1311.

[40]  I. Wilkinson,et al.  Managing in complex business networks , 2004 .

[41]  J. Forrester Principles of systems : text and workbook, chapters 1 through 10 , 1968 .

[42]  Mark D. Smucker,et al.  Iterated Prisoner's Dilemma with Choice and Refusal of Partners: Evolutionary Results , 1995, ECAL.

[43]  P. Hedström Dissecting the Social: On the Principles of Analytical Sociology , 2005 .

[44]  Ian Wilkinson,et al.  Toward a Theory of Structural Change and Evolution in Marketing Channels , 1990 .

[45]  Kenneth E. Boulding,et al.  The World as a Total System , 1970 .

[46]  Robert L. Axtell,et al.  Population growth and collapse in a multiagent model of the Kayenta Anasazi in Long House Valley , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[47]  Bing-Hong Wang,et al.  Interplay between evolutionary game and network structure: the coevolution of social net, cooperation and wealth , 2006 .

[48]  V. Eguíluz,et al.  Cooperation and the Emergence of Role Differentiation in the Dynamics of Social Networks1 , 2005, American Journal of Sociology.

[49]  R. Sawyer Social Emergence: Societies As Complex Systems , 2005 .

[50]  H. Håkansson,et al.  Dyadic Business Relationships within a Business Network Context , 1994 .

[51]  L. Tesfatsion,et al.  Dynamic Testing of Wholesale Power Market Designs: An Open-Source Agent-Based Framework , 2007 .

[52]  Carles Sierra,et al.  Building Business Relationships with Negotiation , 2007, EC-Web.

[53]  Duncan J. Watts,et al.  Six Degrees: The Science of a Connected Age , 2003 .

[54]  Kristina Georgieva,et al.  Understanding the Dynamics of Industrial Networks Using Kauffman Boolean Networks , 2008, Adv. Complex Syst..

[55]  Whan-Seon Kim,et al.  Effects of a Trust Mechanism on Complex Adaptive Supply Networks: An Agent-Based Social Simulation Study , 2009, J. Artif. Soc. Soc. Simul..

[56]  P. M. Allen,et al.  A Dynamic Model of Growth in a Central Place System , 2010 .

[57]  Ian Wilkinson,et al.  Toward a normative theory of normative marketing theory , 2005, ArXiv.

[58]  S. N. Dorogovtsev,et al.  Evolution of networks with aging of sites , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[59]  Ian Wilkinson,et al.  A History of Network and Channels Thinking in Marketing in the 20Th Century , 2001 .

[60]  W. Powell,et al.  Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences1 , 2005, American Journal of Sociology.

[61]  Joshua M. Epstein,et al.  Generative Social Science: Studies in Agent-Based Computational Modeling (Princeton Studies in Complexity) , 2007 .

[62]  R. May,et al.  Systemic risk in banking ecosystems , 2011, Nature.

[63]  John L. Campbell WHERE DO WE STAND? COMMON MECHANISMS IN ORGANIZATIONS AND SOCIAL MOVEMENTS RESEARCH , 2005 .

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

[65]  E. Trist,et al.  The Causal Texture of Organizational Environments , 1965 .

[66]  L. Tesfatsion A Trade Network Game With Endogenous Partner Selection , 1997 .

[67]  Ginestra Bianconi,et al.  Competition and multiscaling in evolving networks , 2001 .

[68]  Stuart A. Kauffman,et al.  The origins of order , 1993 .

[69]  H. Håkansson,et al.  Developing relationships in business networks , 1995 .

[70]  Ian Wilkinson,et al.  Developing Agent-Based Models of Business Relations and Networks * , 2010 .

[71]  Marco Tomassini,et al.  Mutual trust and cooperation in the evolutionary hawks-doves game , 2009, Biosyst..

[72]  E. Hippel,et al.  Lead users: a source of novel product concepts , 1986 .

[73]  Ian Wilkinson,et al.  An Opportunity-Based View of Rapid Internationalization , 2012 .

[74]  Sara M Denize,et al.  Concerning trust and information , 2007 .

[75]  Roger A. Layton Trade Flows in Australia, 1974-75: An Assessment of Structural Change , 1984 .

[76]  Blake LeBaron,et al.  Modeling Macroeconomies As Open-Ended Dynamic Systems of Interacting Agents , 2008 .

[77]  Albert,et al.  Emergence of scaling in random networks , 1999, Science.

[78]  J. March Continuity and Change in Theories of Organizational Action , 1996 .

[79]  Terence Bossomaier,et al.  Networks in society : links and language , 2014 .

[80]  J. Henrich Cultural group selection, coevolutionary processes and large-scale cooperation , 2004 .

[81]  Melissa A. Schilling,et al.  Comparing alliance network structure across industries: observations and explanations , 2007 .

[82]  Judy C. Shetler,et al.  Building Cooperation in a Competitive Industry: Sematech and the Semiconductor Industry , 1995 .

[83]  Fred Emery,et al.  Systems thinking : selected readings , 1969 .

[84]  Nicolaas J. Vriend,et al.  Evolving market structure: An ACE model of price dispersion and loyalty , 2001 .

[85]  Matteo Marsili,et al.  Phenomenological models of socioeconomic network dynamics. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[86]  L. Tesfatsion,et al.  An Agent-Based Test Bed Study of Wholesale Power Market Performance Measures , 2008, IEEE Computational Intelligence Magazine.

[87]  P. Anderson More is different. , 1972, Science.

[88]  Jeffrey H. Dyer,et al.  The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage , 1998 .

[89]  Roger A. Layton,et al.  Trade Flows in Macromarketing Systems , 1981 .

[90]  A. Vázquez Knowing a network by walking on it: emergence of scaling , 2000, cond-mat/0006132.

[91]  H. Simon,et al.  On Judging the Plausibility of Theories , 1977 .

[92]  D. F. Dixon,et al.  An Alternative Paradigm for Marketing Theory , 1984 .

[93]  Thilo Gross,et al.  Adaptive coevolutionary networks: a review , 2007, Journal of The Royal Society Interface.

[94]  Brynn Hibbert,et al.  Chaos theory and the dynamics of marketing systems , 1994 .

[95]  W. Hamilton,et al.  The Evolution of Cooperation , 1984 .

[96]  D. Watts,et al.  Influentials, Networks, and Public Opinion Formation , 2007 .

[97]  R. Leombruni,et al.  Why are economists sceptical about agent-based simulations? , 2005 .

[98]  Roger A. Layton,et al.  Trade Flows in Macromarketing Systems , 1981 .

[99]  Lawrence S. Welch,et al.  The Importance of Networks in Export Promotion: Policy Issues , 1998 .

[100]  Tomohiko Konno,et al.  Network Structure of Japanese Firms - Scale-Free, Hierarchy, and Degree Correlation: Analysis from 800,000 Firms , 2008 .

[101]  Andreas Pyka,et al.  Innovation Networks - A Simulation Approach , 2001, J. Artif. Soc. Soc. Simul..

[102]  Edward W. Davis,et al.  Extended Enterprise , 2003, Encyclopedia of Biometrics.

[103]  R. Axtell The Complexity of Exchange , 1999 .

[104]  Ian Wilkinson,et al.  The political embeddedness of international business networks , 2004 .

[105]  Erik O. Kimbrough,et al.  Historical Property Rights, Sociality, and the Emergence of Impersonal Exchange in Long-Distance Trade , 2006 .

[106]  Marco Iansiti,et al.  The Keystone Advantage: What the New Dynamics of Business Ecosystems Mean for Strategy, Innovation, and Sustainability , 2004 .

[107]  H. Håkansson,et al.  Industrial marketing: An organizational problem? , 1975 .

[108]  A. Wilhite,et al.  Bilateral Trade and ‘Small-World’ Networks , 2001 .

[109]  Guanrong Chen,et al.  EVOLVING NETWORKS DRIVEN BY NODE DYNAMICS , 2004 .

[110]  David L. Huff,et al.  Defining and Estimating a Trading Area , 1964 .

[111]  I. Wilkinson,et al.  Idea Logics and Network Theory in Business Marketing , 2002 .

[112]  A. Clark Being There: Putting Brain, Body, and World Together Again , 1996 .

[113]  Víctor M Eguíluz,et al.  Coevolution of dynamical states and interactions in dynamic networks. , 2004, Physical review. E, Statistical, nonlinear, and soft matter physics.

[114]  Massimo Daniele Sapienza AN EXPERIMENTAL APPROACH TO THE STUDY OF BANKING INTERMEDIATION: THE BANKNET SIMULATOR , 2000 .

[115]  Michael D. Vose,et al.  Dynamics of Alliance Formation and the Egalitarian Revolution , 2008, PloS one.

[116]  Ian Wilkinson,et al.  A comparison of European and Chinese supplier and customer functions and the impact of connected relations , 2008 .

[117]  Louise Young,et al.  On cooperating: firms, relations and networks☆ , 2002 .