Setting targets right! how non-rational biases affect the risk preference of it-outsourcing decision makers - an empirical investigation

During the past 20 years, a rich but diverse body of knowledge has accumulated regarding information technology outsourcing (ITO). Researchers have studied several factors that explain ITO decisions. So far, previous studies resorted mainly to rational efficiency criteria. In recent years researchers started to integrate soft factors into the explanatory models. In many cases, the failure of ITO projects still cannot be fully explained. By expanding ITO research in the direction of behavioral economics, this paper integrates psychological concepts that demonstrate that IT decision makers suffer from non-rational biases. Representing a broad variety of biases, this empirical study focuses on cognitive dissonance and reference point dependency. Using a structural equation model, based on an online survey with 198 participants, we show that IT decision makers use targets of past decisions as reference points. The assessment of target achievement in a subsequent decision can evoke cognitive dissonance that non-rationally affects the risk preferences of the decision maker. Two fictional scenarios demonstrate the practical implications of our study. Setting targets too high can cause non-rational risk affinity, potentially leading to project failure. Conversely, setting targets too low may cause non-rational risk aversion restraining the decision maker to make use of the full performance of a project.

[1]  Mark Simon,et al.  Cognitive biases, risk perception, and venture formation: How individuals decide to start companies , 2000 .

[2]  Michael S. Lane,et al.  IT Outsourcing Success: Revisiting the Measurement of a Multi-dimensional Construct: An Australian Perspective , 2005, PACIS.

[3]  Terry S. Overton,et al.  Estimating Nonresponse Bias in Mail Surveys , 1977 .

[4]  Tomi Dahlberg,et al.  A New Instrument to Measure the Success of IT Outsourcing , 2006, Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06).

[5]  Gregory G. Dess,et al.  Clarifying the Entrepreneurial Orientation Construct and Linking It To Performance , 1996 .

[6]  Detmar W. Straub,et al.  IT Outsourcing Success: A Psychological Contract Perspective , 2004, Inf. Syst. Res..

[7]  Ilan Yaniv,et al.  Overconfidence in interval estimates: What does expertise buy you? , 2008 .

[8]  Anne C. Rouse,et al.  Revisiting IT outsourcing risks: Analysis of a survey of Australia’s Top 1000 organizations , 2003 .

[9]  Byungtae Lee,et al.  Empirical analysis of risk-taking behavior in IT platform migration decisions , 2009, Comput. Hum. Behav..

[10]  J. Barthélemy The Hidden Costs of IT Outsourcing , 2001 .

[11]  Mark Keil,et al.  Why Software Projects Escalate: An Empirical Analysis and Test of Four Theoretical Models , 2000, MIS Q..

[12]  I. Ajzen The theory of planned behavior , 1991 .

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

[14]  James C. Anderson,et al.  STRUCTURAL EQUATION MODELING IN PRACTICE: A REVIEW AND RECOMMENDED TWO-STEP APPROACH , 1988 .

[15]  Albert H. Segars,et al.  Strategic Information Systems Planning Success: An Investigation of the Construct and Its Measurement , 1998, MIS Q..

[16]  Thomas Hess,et al.  Sunk Cost and Target Achievement Biases in Subsequent IS-Outsourcing Decisions , 2010, ECIS.

[17]  Philip Bromiley,et al.  DECISION MAKING IN AN ORGANIZATIONAL SETTING: COGNITIVE AND ORGANIZATIONAL INFLUENCES ON RISK ASSESSMENT IN COMMERCIAL LENDING , 1997 .

[18]  Bandula Jayatilaka,et al.  Information systems outsourcing: a survey and analysis of the literature , 2004, DATB.

[19]  L. Festinger,et al.  A Theory of Cognitive Dissonance , 2017 .

[20]  V. Kasi,et al.  Escalation of Commitment in Information Technology Projects: A Goal Setting Theory Perspective , 2007 .

[21]  Jens Dibbern,et al.  The Sourcing of Application Software Services , 2004 .

[22]  Georg Schreyögg,et al.  Organizational Path Dependence: Opening the Black Box , 2009 .

[23]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[24]  P. M. Podsakoff,et al.  Self-Reports in Organizational Research: Problems and Prospects , 1986 .

[25]  Jing Wang,et al.  The Aftermath of Information Technology Outsourcing: An Empirical Study of Firm Performance Following Outsourcing Decisions , 2008, J. Inf. Syst..

[26]  H. Arkes,et al.  The Psychology of Sunk Cost , 1985 .

[27]  M. Schniederjans,et al.  A Publication of the Association of Management STRATEGIC AND TACTICAL PERCEPTION DIFFERENCES OF OUTSOURCING GOAL ACHIEVEMENT : AN EMPIRICAL STUDY , 2006 .

[28]  Herbert A. Simon,et al.  Models of Man: Social and Rational. , 1957 .

[29]  Jörg Henseler,et al.  Handbook of Partial Least Squares: Concepts, Methods and Applications , 2010 .

[30]  L. Warlop,et al.  On the role of sunk costs and asset specificity in outsourcing decisions: a research note , 1999 .

[31]  Leslie P. Willcocks,et al.  A review of the IT outsourcing literature: Insights for practice , 2009, J. Strateg. Inf. Syst..