Effects of Outcome and Probabilistic Ambiguity on Managerial Choices

Information ambiguity is prevalent in organizations and likely influences management decisions. This study examines, given imprecise probabilities and outcomes, how managers make choices when they are provided with single-figure benchmarks. Seventy-nine MBA students completed two experiments. We found that, in a decision framed as a decision under certainty involving an ambiguous outcome, the majority of the subjects were ambiguity prone in the loss condition and switched to ambiguity aversion in the gain condition. However, in the presence of probabilistic ambiguity in a decision under risk, this expected switching pattern was shown only when the difference in riskiness between the two choice options (in the loss condition) was perceived to be relatively small. In a companion study, we used a written protocol approach to identify factors that affect decision makers' investment choices when faced with ambiguous outcomes. Protocols frequently mentioned that the ambiguous outcome option was risky, even in the case which was framed as a decision under certainty in the problem statement. In a decision under risk with ambiguous outcomes, the combination of probabilistic risk and outcome ambiguity was seen as even more risky.

[1]  David E. Bell,et al.  Regret in Decision Making under Uncertainty , 1982, Oper. Res..

[2]  G. Johns Difference score measures of organizational behavior variables: A critique. , 1981 .

[3]  W. Kip Viscusi,et al.  Bayesian decisions with ambiguous belief aversion , 1992 .

[4]  Rakesh K. Sarin,et al.  Modeling Ambiguity in Decisions Under Uncertainty , 1988 .

[5]  Shawn P. Curley,et al.  The center and range of the probability interval as factors affecting ambiguity preferences , 1985 .

[6]  Bruce L. Oliver,et al.  A Study of Confidence Interval Financial Statements , 1972 .

[7]  R. Abrams,et al.  Psychological sources of ambiguity avoidance , 1986 .

[8]  A. Tversky,et al.  Prospect Theory : An Analysis of Decision under Risk Author ( s ) : , 2007 .

[9]  J. Edwards The Study of Congruence in Organizational Behavior Research: Critique and a Proposed Alternative , 1994 .

[10]  R. Hogarth,et al.  Ambiguity and Uncertainty in Probabilistic Inference. , 1985 .

[11]  R. Hogarth,et al.  Venture Theory: A Model of Decision Weights , 1990 .

[12]  Colin Camerer,et al.  Recent developments in modeling preferences: Uncertainty and ambiguity , 1992 .

[13]  Ben Shneiderman,et al.  Between hope and fear , 1997, CACM.

[14]  Shelley E. Taylor,et al.  Asymmetrical effects of positive and negative events: the mobilization-minimization hypothesis. , 1991, Psychological bulletin.

[15]  R. M. Hogarth,et al.  Ambiguity and competitive decision making: Some implications and tests , 1989 .

[16]  R. Hogarth,et al.  Decision Making under Ambiguity , 1986 .

[17]  Manash R. Ray,et al.  Risk, Ambiguity, and Decision Choice: Some Additional Evidence* , 1997 .

[18]  Craig R. Fox,et al.  Ambiguity Aversion and Comparative Ignorance , 1995 .

[19]  J. Frank Yates,et al.  Characterization of Ambiguity in Decision Making. , 1976 .

[20]  J. March,et al.  Managerial perspectives on risk and risk taking , 1987 .

[21]  C. González-Vallejo,et al.  Effects of vague probabilities and of vague payoffs on preference: a model comparison analysis , 1996 .

[22]  P. Schoemaker Preferences for information on probabilities versus prizes: The role of risk-taking attitudes , 1989 .

[23]  Kristine M. Kuhn,et al.  The Relative Importance of Probabilities, Outcomes, and Vagueness in Hazard Risk Decisions , 1996 .

[24]  S. Becker,et al.  What Price Ambiguity? or the Role of Ambiguity in Decision-Making , 1964, Journal of Political Economy.

[25]  Howard Kunreuther,et al.  Pricing Insurance and Warranties: Ambiguity and Correlated Risks , 1992 .

[26]  Zur Shapira,et al.  Ambiguity and risk taking in organizations , 1993 .

[27]  Paul J. H. Schoemaker,et al.  Choices involving uncertain probabilities: Tests of generalized utility models , 1991 .

[28]  B. Kahn,et al.  Consumer Multiattribute Judgments under Attribute-Weight Uncertainty , 1991 .

[29]  Jonathan Baron,et al.  Ambiguity and rationality , 1988 .

[30]  Lola L. Lopes,et al.  [Advances in Experimental Social Psychology] Advances in Experimental Social Psychology Volume 20 Volume 20 || Between Hope and Fear: The Psychology of Risk , 1987 .

[31]  John W. Payne,et al.  Translation of Gambles and Aspiration Level Effects in Risky Choice Behavior , 1980 .

[32]  Howard Kunreuther,et al.  Ambiguity and underwriter decision processes , 1995 .

[33]  L. Robin Keller,et al.  Managers' variance investigation decisions: an experimental examination of probabilistic and outcome ambiguity , 2001 .

[34]  A. Tversky,et al.  Who accepts Savage's axiom? , 1974 .

[35]  D. Ellsberg Decision, probability, and utility: Risk, ambiguity, and the Savage axioms , 1961 .

[36]  Jean-Yves Jaffray,et al.  Individual behavior under risk and under uncertainty: An experimental study , 1985 .

[37]  W. Kip Viscusi,et al.  Hopes and Fears: the Conflicting Effects of Risk Ambiguity , 1999 .

[38]  Joanna L. Y. Ho,et al.  Opportunism in Capital Budget Recommendations: The Effects of Past Performance and Its Attributions , 2001, Decis. Sci..

[39]  A. Tversky,et al.  Choices, Values, and Frames , 2000 .

[40]  Howard Kunreuther,et al.  Risk, ambiguity, and insurance , 1989 .

[41]  H. Kunreuther The Role of Actuaries and Underwriters in Insuring Ambiguous Risks , 1989 .