Rapid Learning and Adaptive Search in Complex Environments: How Underestimating Noise in Performance Feedback Can Leverage and Resolve Errors of Commission
References
- (1999) Organizational Learning: Creating, Retaining and Transferring Knowledge (Kluwer Academic, Boston).Google Scholar
- (2011) Organizational learning research: Past, present and future. Management Learn. 42(4):439–446.Crossref, Google Scholar
- (2021) Organizational learning processes and outcomes: Major findings and future research directions. Management Sci. 67(9):5399–5429.Link, Google Scholar
- (2021) Organizational Learning from Performance Feedback: A Behavioral Perspective on Multiple Goals: A Multiple Goals Perspective (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (2013) Dealing with complexity: Integrated vs. chunky search processes. Organ. Sci. 24(1):116–132.Link, Google Scholar
- (2019) Effective search in rugged performance landscapes: A review and outlook. J. Management 45(1):285–318.Crossref, Google Scholar
- (2014) Search on rugged landscapes: An experimental study. Organ. Sci. 25(1):93–108.Link, Google Scholar
- (2021) Exploration and exploitation in complex search tasks: How feedback influences whether and where human agents search. Strategic Management J. 42(2):361–385.Crossref, Google Scholar
- (2013) Why the lean start-up changes everything. Harvard Bus. Rev. 91(5):63–72.Google Scholar
- Bush RR, Mosteller F (1955) Stochastic Models for Learning (John Wiley & Sons, Inc., Oxford, UK).Google Scholar
- (2020) A scientific approach to entrepreneurial decision making: Evidence from a randomized control trial. Management Sci. 66(2):564–586.Link, Google Scholar
- (2018) The impact of learning and overconfidence on entrepreneurial entry and exit. Organ. Sci. 29(6):989–1009.Link, Google Scholar
- (2023) Wisdom in the wild: Generalization and adaptive dynamics. Organ. Sci. 34(3):1073–1089.Link, Google Scholar
- (2019) Situating the construct of lean start-up: Adjacent conversations and possible future directions. Indust. Corporate Change 28(3):551–564.Crossref, Google Scholar
- (2013) Organizational decision making: An information aggregation view. Management Sci. 59(10):2257–2277.Link, Google Scholar
- (1974) Rational expectations and Bayesian analysis. J. Political Econom. 82(3):521–536.Crossref, Google Scholar
- (1963) A Behavioral Theory of the Firm (Blackwell, Oxford, UK).Google Scholar
- (2001) Adaptation as information restriction: The hot stove effect. Organ. Sci. 12(5):523–538.Link, Google Scholar
- (2014) When bad news is sugarcoated: Information distortion, organizational search and the behavioral theory of the firm. Strategic Management J. 35(8):1186–1201.Crossref, Google Scholar
- (2006) Coordination in fast-response organizations. Management Sci. 52(8):1155–1169.Link, Google Scholar
- (2001) Technology as a complex adaptive system: Evidence from patent data. Res. Policy 30(7):1019–1039.Crossref, Google Scholar
- (1974) Organization design: An information processing view. Interfaces 4(3):28–36.Link, Google Scholar
- (2017) NK model as a representation of innovative search. Res. Policy 46(10):1783–1800.Crossref, Google Scholar
- (2020) From rugged landscapes to rugged ecosystems: Structure of interdependencies and firms’ innovative search. Acad. Management Rev. 45(3):646–674.Crossref, Google Scholar
- (2000) Looking forward and looking backward: Cognitive and experiential search. Admin. Sci. Quart. 45(1):113–137.Crossref, Google Scholar
- (2012) The behavioral theory of the firm: Assessment and prospects. Acad. Management Ann. 6(1):1–40.Crossref, Google Scholar
- (1991) Commitment: The Dynamics of Strategy (Free Press, New York).Google Scholar
- Henderson RM, Clark KB (1990) Architectural innovation - The reconfiguration of existing product technologies and the failure of established firms. Admin. Sci. Quart. 35(1):9–30.Google Scholar
- (2020) Organizational structure, information processing, and decision-making: A retrospective and road map for research. Acad. Management Ann. 14(1):267–302.Crossref, Google Scholar
- (2023) Corporate hierarchy and organizational learning: Member turnover, code change, and innovation in the multiunit firm. Organ. Sci. 34(3):1332–1352.Link, Google Scholar
- (1993) The Origins of Order: Self-Organization and Selection in Evolution (Oxford University Press, New York).Crossref, Google Scholar
- (2007) Two faces of search: Alternative generation and alternative evaluation. Organ. Sci. 18(1):39–54.Link, Google Scholar
- (1990) Managing discontinuous change: A simulation study of organizational learning and entrepreneurship. Strategic Management J. 11:147–179.Google Scholar
- (2015) Understanding the exploration–exploitation dilemma: An fMRI study of attention control and decision‐making performance. Strategic Management J. 36(3):319–338.Crossref, Google Scholar
- (2016) Industries’ potential for interdependency and profitability: A panel of 135 industries, 1988–1996. Strategy Sci. 1(4):285–308.Link, Google Scholar
- (2018) What makes a decision strategic? Strategy Sci. 3(4):558–573.Link, Google Scholar
- (2006) Interdependency, competition, and the distribution of firm and industry profits. Management Sci. 52(5):757–772.Link, Google Scholar
- (1997) Adaptation on rugged landscapes. Management Sci. 43(7):934–950.Link, Google Scholar
- (2021) Evolutionary Processes and Organizational Adaptation: A Mendelian Perspective on Strategic Management (Oxford University Press).Crossref, Google Scholar
- (1993) The myopia of learning. Strategic Management J. 14(S2):95–112.Crossref, Google Scholar
- (2007) Myopia of selection: Does organizational adaptation limit the efficacy of population selection? Admin. Sci. Quart. 52(4):586–620.Crossref, Google Scholar
- (2024) Cautious exploitation: Learning and search in problems of evaluation and discovery. Organ. Sci. 36(2):903–917.Link, Google Scholar
- (1988) Organizational learning. Organ. Learn. 14(3):19–40.Google Scholar
- (1987) Adaptive coordination of a learning team. Management Sci. 33(1):107–123.Link, Google Scholar
- (1991) Exploration and exploitation in organizational learning. Organ. Sci. 2(1):71–87.Link, Google Scholar
- (2018) Noise as signal in learning from rare events. Organ. Sci. 29(2):225–246.Link, Google Scholar
- (2004) How to Solve It: Modern Heuristics (Springer, Berlin, Heidelberg).Crossref, Google Scholar
- (2010) Different truths in different worlds. Organ. Sci. 21(1):97–114.Link, Google Scholar
- (2006) Adding interpersonal learning and tacit knowledge to march’s exploration-exploitation model. Acad. Management J. 49(4):709–722.Crossref, Google Scholar
- Moore DA, Healy PJ (2008) The trouble with overconfidence. Psych. Rev. 115(2):502–517.Google Scholar
- (1959) The Simulation of Human Thought (Rand Corporation, Santa Monica, CA).Google Scholar
- (1961) Computer simulation of human thinking: A theory of problem solving expressed as a computer program permits simulation of thinking processes. Science 134(3495):2011–2017.Crossref, Google Scholar
- (2018) Toward a behavioral theory of real options: Noisy signals, bias, and learning. Strategic Management J. 39(4):1112–1138.Crossref, Google Scholar
- (2015) Modelling bounded rationality in organizations: Progress and prospects. Acad. Management Ann. 9(1):337–392.Crossref, Google Scholar
- (2019) Interdependence, complementarity, and ruggedness of performance landscapes. Strategy Sci. 4(3):234–249.Link, Google Scholar
- (2015) Great vessels take a long time to mature: Early success traps and competences in exploitation and exploration. Organ. Sci. 26(1):180–197.Link, Google Scholar
- (2011) The Lean Startup: How Today’s Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses (Crown Business, New York).Google Scholar
- Rivkin JW (2000) Imitation of complex strategies. Management Sci. 46(6):824–844.Google Scholar
- (2003) Temporarily divide to conquer: Centralized, decentralized, and reintegrated organizational approaches to exploration and adaptation. Organ. Sci. 14(6):650–669.Link, Google Scholar
- (2006) When exploration backfires: Unintended consequences of multilevel organizational search. Acad. Management J. 49(4):779–795.Crossref, Google Scholar
- (1955) A behavioral model of rational choice. Quart. J. Econom. 69(1):99–118.Crossref, Google Scholar
- (1990) Invariants of human behavior. Annual Rev. Psych. 41(1):1–20.Crossref, Google Scholar
- (1998) Reinforcement Learning: An Introduction (MIT Press, Cambridge, MA).Google Scholar
- (2014) An NK-like model for complexity. J. Evolutionary Econom. 24(1):107–134.Crossref, Google Scholar
- (2011) Overconfidence by Bayesian-rational agents. Management Sci. 57(5):884–896.Link, Google Scholar
- (2007) The value of moderate obsession: Insights from a new model of organizational search. Organ. Sci. 18(3):403–419.Link, Google Scholar
- (2016) Inertia in Routines: A hidden source of organizational variation. Organ. Sci. 27(3):782–800.Link, Google Scholar
- (2020) Cautious adaptation for reinforcement learning in safety-critical settings. Proc. 37th Internat. Conf. Machine Learn., vol. 119 (PMLR, New York), 11055–11065.Google Scholar

