Search on Rugged Landscapes: An Experimental Study

References

• Almirall E, Casadesus-Masanell R (2010) Open versus closed innovation: A model of discovery and divergence. Acad. Management Rev. 35(1):27–47.Crossref, Google Scholar
• Argote L, Greve HR (2007) A Behavioral Theory of the Firm—40 years and counting: Introduction and impact. Organ. Sci. 18(3):337–349.Link, Google Scholar
• Arthur WB (1991) Designing economic agents that act like human agents: A behavioral approach to bounded rationality. Amer. Econom. Rev. 81(2):353–359.Google Scholar
• Baucells M, Weber M, Welfens F (2011) Reference-point formation and updating. Management Sci. 57(3):506–519.Link, Google Scholar
• Becker MC, Knudsen T, March JG (2006) Schumpeter, Winter, and the sources of novelty. Indust. Corporate Change 15(2):353–371.Crossref, Google Scholar
• Bromiley P (1991) Testing a causal model of corporate risk taking and performance. Acad. Management J. 34(1):37–59.Crossref, Google Scholar
• Bromiley P (2010) Looking at prospect theory. Strategic Management J. 31(12):1357–1370.Crossref, Google Scholar
• Busemeyer JR, Myung IJ (1987) Resource allocation decision making in an uncertain environment. Acta Psychologica 66(1):1–19.Crossref, Google Scholar
• Busemeyer JR, Swenson KN, Lazarte A (1986) An adaptive approach to resource allocation. Organ. Behav. Human Decision Processes 38(3):318–341.Crossref, Google Scholar
• Cameron AC, Windmeijer FAG (1996) R-squared measures for count data regression models with applications to health-care utilization. J. Bus. Econom. Statist. 14(2):209–220.Google Scholar
• Cyert RM, March JG (1963) A Behavioral Theory of the Firm (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
• Denrell J, Fang C, Winter SG (2003) The economics of strategic opportunity. Strategic Management J. 24(10):977–990.Crossref, Google Scholar
• Edmonds B (2001) Towards a descriptive model of agent strategy search. Comput. Econom. 18(1):111–133.Crossref, Google Scholar
• Ethiraj SK, Levinthal D (2004) Modularity and innovation in complex systems. Management Sci. 50(2):159–173.Link, Google Scholar
• Fleming L (2001) Recombinant uncertainty in technological search. Management Sci. 47(1):117–132.Link, Google Scholar
• Fleming L, Sorenson O (2004) Science as a map in technological search. Strategic Management J. 25(8–9):909–928.Crossref, Google Scholar
• Frenken K (2006) Innovation, Evolution and Complexity Theory (Edward Elgar Publishing, Cheltenham, UK).Google Scholar
• Ganco M, Hoetker G (2009) NK modeling methodology in the strategy literature: Bounded search on a rugged landscape. Bergh DD, Ketchen DJ Jr, eds. Research Methodology in Strategy and Management, Vol. 5 (Emerald Group Publishing, Bingley, UK), 237–268.Crossref, Google Scholar
• Gavetti G (2005) Cognition and hierarchy: Rethinking the microfoundations of capabilities’ development. Organ. Sci. 16(6):599–617.Link, Google Scholar
• Gavetti G, Levinthal D (2000) Looking forward and looking backward: Cognitive and experiential search. Admin. Sci. Quart. 45(1):113–137.Crossref, Google Scholar
• Gavetti G, Rivkin JW (2007) On the origin of strategy: Action and cognition over time. Organ. Sci. 18(3):420–439.Link, Google Scholar
• Ghemawat P, Levinthal D (2008) Choice interactions and business strategy. Management Sci. 54(9):1638–1651.Link, Google Scholar
• Greve HR (2003) Organizational Learning from Performance Feedback (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
• Hamilton DP (2001) Intel gambles it can move beyond the PC with new microprocessor. Wall Street Journal (May 29) http://online.wsj.com/article/SB991082952420872249.html.Google Scholar
• Hamming RW (1950) Error detecting and error correcting codes. Bell System Tech. J. 26(2):147–160.Crossref, Google Scholar
• Hey JD (1982) Search for rules for search. J. Econom. Behav. Organ. 3(1):65–81.Crossref, Google Scholar
• Hey JD (1987) Still searching. J. Econom. Behav. Organ. 8(1):137–144.Crossref, Google Scholar
• Kahneman D, Tversky A (1979) Prospect theory: An analysis of decision under risk. Econometrica 47(2):263–291.Crossref, Google Scholar
• Kauffman S, Lobo J, Macready WG (2000) Optimal search on a technology landscape. J. Econom. Behav. Organ. 43(2):141–166.Crossref, Google Scholar
• Kauffman SA, Weinberger ED (1989) The NK model of rugged fitness landscapes and its application to maturation of the immune response. J. Theoret. Biol. 141(2):211–245.Crossref, Google Scholar
• Knudsen T (2008) Reference groups and variable risk strategies. J. Econom. Behav. Organ. 66(1):22–36.Crossref, Google Scholar
• Knudsen T, Levinthal DA (2007) Two faces of search: Alternative generation and alternative evaluation. Organ. Sci. 18(1):39–54.Link, Google Scholar
• Koop GJ, Johnson JG (2012) The use of multiple reference points in risky decision making. J. Behav. Decision Making 25(1):49–62.Crossref, Google Scholar
• Lam SY (2010) What kind of assumptions need to be realistic and how to test them: A response to Tsang (2006). Strategic Management J. 31(6):679–687.Google Scholar
• Laursen K, Foss NJ (2003) New human resource management practices, complementarities and the impact on innovation performance. Cambridge J. Econom. 27(2):243–263.Crossref, Google Scholar
• Lave CA, March JG (1975) An Introduction to Models in the Social Sciences (Harper & Row, New York).Google Scholar
• Lenox MJ, Rockart SF, Lewin AY (2007) Interdependency, competition, and industry dynamics. Management Sci. 53(4):599–615.Link, Google Scholar
• Lenox MJ, Rockart SF, Lewin AY (2010) Does interdependency affect firm and industry profitability? An empirical test. Strategic Management J. 31(2):121–139.Crossref, Google Scholar
• Levinthal DA (1997) Adaptation on rugged landscapes. Management Sci. 43(7):934–950.Link, Google Scholar
• Levinthal DA (2011) A behavioral approach to strategy—What’s the alternative? Strategic Management J. 32(13):1517–1523.Crossref, Google Scholar
• Levinthal DA, March JG (1981) A model of adaptive organizational search. J. Econom. Behav. Organ. 2(4):307–333.Crossref, Google Scholar
• Levinthal DA, Posen HE (2007) Myopia of selection: Does organizational adaptation limit the efficacy of population selection? Admin. Sci. Quart. 52(4):586–620.Crossref, Google Scholar
• MacLeod WB (2002) Complexity, bounded rationality and heuristic search. B.E. J. Econom. Anal. Policy 1(1):8–51.Google Scholar
• MacLeod WB, Pingle M (2005) Aspiration uncertainty: Its impact on decision performance and process. J. Econom. Behav. Organ. 56(4):617–629.Crossref, Google Scholar
• Macready WG (1998) Tailoring mutation to landscape properties. Porto VW, Saravanan N, Waagen D, Eiben AE, eds. Evolutionary Programming VII (Springer-Verlag, Berlin), 355–364.Crossref, Google Scholar
• March JG (1988) Variable risk preferences and adaptive aspirations. J. Econom. Behav. Organ. 9(1):5–24.Crossref, Google Scholar
• March JG (1991) Exploration and exploitation in organizational learning. Organ. Sci. 2(1):71–87.Link, Google Scholar
• March JG, Shapira Z (1992) Variable risk preferences and the focus of attention. Psych. Rev. 99(1):172–183.Crossref, Google Scholar
• Markowitz H (1952) The utility of wealth. J. Political Econom. 60(2):151–158.Crossref, Google Scholar
• Mihm J, Loch C, Huchzermeier A (2003) Problem-solving oscillations in complex engineering projects. Management Sci. 49(6):733–750.Link, Google Scholar
• Nelson RR, Winter SG (1982) Evolutionary Theory of Economic Change (Harvard University Press, Cambridge, MA).Google Scholar
• Newell A (1990) Unified Theory of Cognition (Harvard University Press, Cambridge, MA).Google Scholar
• Newell A, Simon HA (1972) Human Problem Solving (Prentice-Hall, Englewood Cliffs, NJ).Google Scholar
• Osman M (2010) Controlling uncertainty: A review of human behavior in complex dynamic environments. Psych. Bull. 136(1):65–86.Crossref, Google Scholar
• Page SE (1996) Two measures of difficulty. Econom. Theory 8(2):321–346.Crossref, Google Scholar
• Paserman MD (2008) Job search and hyperbolic discounting: Structural estimation and policy evaluation. Econom. J. 118(531):1418–1452.Google Scholar
• Porter ME (1991) Towards a dynamic theory of strategy. Strategic Management J. 12(S2):95–117.Crossref, Google Scholar
• Rieskamp J, Busemeyer JR, Laine T (2003) How do people learn to allocate resources? Comparing two learning theories. J. Experiment. Psych.: Learn., Memory, Cognition 29(6):1066–1081.Crossref, Google Scholar
• Rivkin JW (2000) Imitation of complex strategies. Management Sci. 46(6):824–844.Link, Google Scholar
• Rivkin JW (2001) Reproducing knowledge: Replication without imitation at moderate complexity. Organ. Sci. 12(3):274–293.Link, Google Scholar
• Rivkin JW, Siggelkow N (2003) Balancing search and stability: Interdependencies among elements organizational design. Management Sci. 49(3):290–311.Link, Google Scholar
• Schumpeter JA (1934) The Theory of Economic Development (Harvard University Press, Cambridge, MA).Google Scholar
• Schunk D (2009) Behavioral heterogeneity in dynamic search situations: Theory and experimental evidence. J. Econom. Dynamics Control 33(9):1719–1738.Crossref, Google Scholar
• Siggelkow N (2001) Change in the presence of fit: The rise, the fall, and the renaissance of Liz Claiborne. Acad. Management J. 44(4):838–857.Crossref, Google Scholar
• Siggelkow N, Levinthal DA (2003) Temporarily divide to conquer: Centralized, decentralized, and reintegrated organizational approaches to exploration and adaptation. Organ. Sci. 14(6):650–669.Link, Google Scholar
• Siggelkow N, Rivkin JW (2006) When exploration backfires: Unintended consequences of multilevel organizational search. Acad. Management J. 49(4):779–795.Crossref, Google Scholar
• Siggelkow N, Rivkin JW (2009) Hiding the evidence of valid theories: How coupled search processes obscure performance differences among organizations. Admin. Sci. Quart. 54(4):602–634.Crossref, Google Scholar
• Simon HA (1957) Models of Man: Social and Rational (John Wiley & Sons, New York).Google Scholar
• Simon HA (1962) The architecture of complexity. Proc. Amer. Philos. Soc. 106(6):467–482.Google Scholar
• Simon HA (1978) Information-processing theory of human problem solving. Estes WK, ed. Handbook of Learning and Cognitive Processes, Vol. 5 (Lawrence Erlbaum Associates, Mahwah, NJ), 271–295.Google Scholar
• Simon HA (1979) Rational decision making in business organizations. Amer. Econom. Rev. 69(4):493–513.Google Scholar
• Simon HA (1991) Bounded rationality and organizational learning. Organ. Sci. 2(1):125–134.Link, Google Scholar
• Sommer SC, Loch CH (2004) Selectionism and learning in projects with complexity and unforeseeable uncertainty. Management Sci. 50(10):1334–1347.Link, Google Scholar
• Sommer SC, Loch CH, Dong J (2009) Managing complexity and unforeseeable uncertainty in startup companies: An empirical study. Organ. Sci. 20(1):118–133.Link, Google Scholar
• Sorenson O (2003) Interdependence and adaptability: Organizational learning and the long-term effect of integration. Management Sci. 49(4):446–463.Link, Google Scholar
• Sterman JD (1987) Testing behavioral simulation models by direct experiment. Management Sci. 33(12):1572–1592.Link, Google Scholar
• Stigler GJ (1961) The economics of information. J. Political Econom. 69(3):213–225.Crossref, Google Scholar
• Tushman ML, Romanelli E (1985) Organizational evolution: A metamorphosis model of convergence and reorientation. Cummings LL, Staw BM, eds. Research in Organizational Behavior, Vol. 7 (JAI Press, Greenwich, CT), 171–222.Google Scholar
• Winter SG (1982) Binary choice and the supply of memory. J. Econom. Behav. Organ. 3(4):277–321.Crossref, Google Scholar
• Winter SG (2000) The satisficing principle in capability learning. Strategic Management J. 21(10/11):981–996.Crossref, Google Scholar