Uses of agent-based modeling in innovation/new product development research

Journal of Product Innovation Management

Volumn 22, Issue 5, 2005, Pages 380-398

  Garcia, Rosanna ^a  

^a NORTHEASTERN UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGENT-BASED MODELING; COMPLEX ADAPTIVE SYSTEMS; INNOVATIONS;

BYPRODUCTS; COMPUTER PROGRAMMING; COMPUTER SIMULATION; DATA PROCESSING; KNOWLEDGE ENGINEERING; LARGE SCALE SYSTEMS; SOCIETIES AND INSTITUTIONS;

PRODUCT DEVELOPMENT;

EID: 25144450815     PISSN: 07376782     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1540-5885.2005.00136.x     Document Type: Article

References (55)

1. Albert, Reka and Barabási, Albert-Laszlo (2002). Statistical Methods of Complex Networks. Reviews of Modern Physics 74(1):47-97 (January).
2. Anderson, Philip (1999). Complexity Theory and Organization Science. Organization Science 10:216-32 (May-June).
3. Anthes, Gary H. (January 2003). Software Agents Tame Supply Chain Complexity and Optimize Performance. Available at: http://computerworld.com/ softwaretopics/evp/story/0,10801,77855,00.html (accessed June 23, 2005).
4. Axelrod, Robert (1997). The Complexity of Cooperation. Princeton: Princeton University Press.
5. Barabási, Albert-László (2002). Linked: the New Science of Networks. Cambridge, MA: Perseus Publishing.
6. Bass, Frank M. (1969). A New Product Growth Model for Consumer Durables. Management Science 15:215-227 (January).
7. Boisot, Max and Child, John (1999). Organizations as Adaptive Systems in Complex Environments: The Case of China. Organization Science 10:237-52 (May-June).
8. Bonabeau, Eric (2002). Agent-Based Modeling: Methods and Techniques for Simulating Human Systems. Proceedings of the National Academy of Sciences of the United States of America 99(suppl. 3):7280-7287.
9. Bruderer, Erhard and Singh, Jitendra V. (1996). Organizational Evolution, Learning, and Selection: A Genetic-Algorithm-Based Model. Academy of Management Journal 39:1322-49 (October).
10. Christensen, Clayton, M. (1997). The Innovator's Dilemma: When New Technologies Cause Great Firms to Fail. Boston: Harvard Business School Press.
11. Dawid, Herbert, Reimann, Marc and Bullnheimer, Bernd (2001). To Innovate or Not to Innovate? IEEE Transactions on Evolutionary Computation (special issue on Agent-Based Computational Economics) 5(5):471-481.
12. Dawkins, Richard (1976). The Selfish Gene. Oxford: Oxford University Press.
13. Debenham, John and Wilkinson, Ian (2003). Exploitation versus Exploration in Market Competition. SSRN Working Papers. Available at: http://research.it. uts.edu.au/emarkets/evolut/ (accessed June 23, 2005).
14. Downs, Roger M. and Stea, David (1973). Cognitive Maps and Spatial Behavior: Process and Products. In: Image and Environments: Cognitive Mapping and Spatial Behavior. Roger M. Downs and David Stea (eds.). Chicago: Aldine Publishing Company, 8-26.
15. Epstein, Joshua M. and Axtell, Robert L. (1996). Growing Artificial Societies: Social Science from the Bottom Up. Cambridge, MA: MIT Press.
16. Erdos, Paul and Alfred, Rényi (1959). On Random Graphs. I. Publicationes Mathematicae (Debrecen) 6:290-297.
17. Farrell, Winslow (1998). How Hits Happen: Forecasting Predictability in a Chaotic Marketplace. New York: Harper Business.
18. Frenzen, Jonathan and Nakamoto, Kent (1993). Structure, Competition, and the Flow of Market Information. Journal of Consumer Research 20:360-75 (December).
19. Garcia, Rosanna, Calantone, Roger and Levine, Ralph (2003). The Role of Knowledge in Resource Allocation to Exploration versus Exploitation in Technologically Oriented Organization. Decision Science 34(2):323-349 (Spring).
20. Garcia, Rosanna and Rummel, Paul (2004). Netlogo Exploration/Exploitation Agent-Based Model. Available at: http://igimresearch.cba.neu.edu/netlogo/jpim (accessed June 23, 2005).
21. Garcia, Rosanna, Rummel, Paul and Calantone, Roger (2004). The Exploration versus Exploitation Dilemma in Innovation: A Complex Adaptive Systems Approach. IGIM Working Paper, Northeastern University.
22. Garcia, Rosanna, Zhao, Meng and Calantone, Roger (2003). The Premature Release of Next Generation Technologically-Advancing Products. Paper presented at: INFORMS 25th Marketing Science Conference, College Park, MD, June 12-15.
23. Gilbert, Nigel, Pyka, Andreas and Ahrweiler, Petra (2001). Innovation Networks - A Simulation Approach. Journal of Artificial Societies and Social Simulation 4(3):8-34. Available at: http://www.soc.surrey.ac.uk/JASSS/4/3/8.html (accessed June 24, 2004).
24. Gladwell, Malcolm (2000). The Tipping Point: How Little Things Can Make a Big Difference. Boston: Back Bay Publishers.
25. Goldenberg, Jacob, Libai, Barak and Muller, Eitan (2002). Riding the Saddle: How Cross-Market Communications Can Create an Major Slump in Sales. Journal of Marketing 66:1-16 (April).
26. Granovetter, Mark (1973). The Strength of Weak Ties. American Journal of Sociology 78(6): 1360-1380.
27. Granovetter, Mark and Song, Roland (1986). Threshold Models of Interpersonal Effects in Consumer Demand. Journal of Economic Behavior and Organization 7(1):83-99.
28. Guardiola, X., Diaz-Guilera, A., Perez, C.J., Arenas, A. and Lias, M. (April 2002). Modelling Diffusion of Innovations in a Social Network. Econophysics Forum. Available at: http://www.unifr.ch/econophysics/ (accessed June 23, 2005).
29. Hannan, Michael T. and Freeman, John H. (1977). The Population Ecology of Organizations. American Journal of Sociology 82: 929-64.
30. Holland, John H. (1975). Adaptation in Natural and Artificial Systems. Cambridge, MA: MIT Press.
31. Holland, John (1995). Hidden Order: How Adaptation Builds Complexity. Cambridge, MA: Perseus Books.
32. Holland, John (1998). Emergence: From Chaos to Order. Cambridge, MA: Perseus Books.
33. Iyer, Karthik N.S. (2002). Learning in Strategic Alliances: An Evolutionary Perspective. Academy of Marketing Science Review 10. Available at: http://www.amsreview.org/articles/iyer10-2002.pdf (accessed June 23, 2005).
34. Janssen, Marco A. and Jager, Wander (2002). Stimulating Diffusion of Green Products: Co-Evolution between Firms and Consumers. Journal of Evolutionary Economics 12(3):283-306.
35. Lairson, Thomas D. (2003). Professor of international business and professor of political science, Rollins College. Personal correspondence.
36. Levinthal, David and March, James G. (1981). A Model of Adaptive Organizational Search. Journal of Economic Behavior and Organization 2(4):307-33.
37. Malerba, Franco (1992). The Organization of the Innovative Process. In: Technology and the Wealth of Nations. Nathan Rosenberg, Ralph Landau and David C. Mowery (eds.). Stanford: Stanford University Press, 247-78.
38. Nelson, Richard R. and Winter, Sidney G. (1982). An Evolutionary Theory of Economic Change. Cambridge, MA: The Belknap Press.
39. Nyblom, Jukka, Borgatti, Steve, Roslakka, Juha and Salo, Mikko A. (2003). Statistical Analysis of Network Data - An Application to Diffusion of Innovation. Social Networks 25(2):175-195.
40. Parunak, H. Van Dyke, Savit, Robert and Riolo, Rick (1998). Agent-Based Modeling vs. Equation Based Modeling: A Case Study and Users Guide. Paper presented at: Proceedings of Multi-agent Systems and Agent Based Simulation (MABS'98). 10-25(LNAI 1534):1-16.
41. Powell, Walter W. (1998). Learning from Collaboration. Knowledge and Networks in the Biotechnology and Pharmaceutical Industries. California Management Review 40(3):228-240 (Spring).
42. Powell, Walter W., Koput, Kenneth W. and Smith-Doerr, Laurel (1996). Interorganizational Collaboration and the Locus of Innovation: Networks of Learning in Biotechnology. Administrative Science Quarterly 41(1):116-145 (March).
43. Rauch, Jonathan (2002). Seeing around Corners. Atlantic Monthly 298:35-48 (April). Available at: http://www.theatlantic.com/issues/2002/04/vauch.htm (accessed June 23, 2005).
44. Repenning, Nelson P. (2001). Understanding Fire Fighting in New Product Development. Journal of Product Innovation Management 18(5):285-300 (September).
45. Rosen, Emmanuel (2002). The Anatomy of Buzz: How to Create Word of Mouth Marketing. New York: Currency.
46. Self-Organizing Innovation Network (SEIN) (2000). Newsletter No. 3, December 2000. Simulating Self-Organization Innovation Network Projects. European Union. Available at: http://www.uni-bielefeld.de/iwt/sein/ (accessed June 23, 2005).
47. SPSS Software (2003). Ed. 12. Chicago. SPSS Inc.
48. Sterman, John D. (2000). Business Dynamics: Systems Thinking and Modeling for a Complex World. Boston: McGraw Hill.
49. Tesfatsion, Leigh (2002). Agent-Based Computational Economics: Growing Economies from the Bottom Up. Artificial Life 8(1): 55-82 (Winter).
50. Valente, Thomas W. (1995). Network of Models of Diffusion of Innovation. Cresskill, NJ: Hampton Press.
51. von Hippel, Eric (1988). The Sources of Innovation. New York: Oxford University Press.
52. Vriend, Nicolaas J. (1995). Self-Organization of Markets: An Example of a Computational Approach. Computational Economics 8(3): 205-31.
53. Watts, Duncan J. and Stogatz, Steven H. (1998). Collective Dynamics of "Small-World" Networks. Nature 393(6684):440-442 (June 4).
54. Wilensky, U. (1999). NetLogo 2.0.2. Available at: http://ccl. northwestern.edu/netlogo. Center for Connected Learning and Computer-Based Modeling. Evanston, IL: Northwestern University.
55. Young, H. Peyton (1999). Diffusion in Social Networks. Working Paper No. 2. The Brookings Institution, Center on Social and Economic Dynamics, Washington, DC.