Real Options in Information Technology Risk Management: An Empirical Validation of Risk-Option Relationships

Recently, an option-based risk management (OBRiM) framework has been proposed to control risk and maximize value in information technology investment decisions. While the framework is prescriptive in nature, its core logic rests on a set of normative risk-option mappings for choosing which particular real options to embed in an investment in order to control specific risks. This study tests empirically whether these mappings are observed in practice. The research site is a large Irish financial services organization with well established IT risk management practices not tied to any real options framework. Our analysis of the risk management plans developed for a broad portfolio of 50 IT investments finds ample empirical support for OBRiM's risk-option mappings. This shows that IT managers follow the logic of option-based risk management, although purely based on intuition. Unfortunately, reliance on this logic based on intuition alone could lead to suboptimal or counterproductive risk management practices. We therefore argue that managerial intuition ought to be supplemented with the use of formal real option models, which allow for better quantitative insights into which risk mitigations to pursue and combine in order to effectively address the risks most worth controlling.

[1]  Yossi Lichtenstein,et al.  The Optional Value of IS Projects - a Study of an IS Portfolio at a Multinational Manufacturer , 2002, ECIS.

[2]  Jack V. Michaels,et al.  Design to Cost , 1989 .

[3]  Yong Jin Kim,et al.  Strategic actions in information technology investment based on real option theory , 2002, Decis. Support Syst..

[4]  Robert J. Kauffman,et al.  Justifying Electronic Banking Network Expansion Using Real Options Analysis , 2000, MIS Q..

[5]  Suzanne Rivard,et al.  An Integrative Contingency Model of Software Project Risk Management , 2001, J. Manag. Inf. Syst..

[6]  Kenneth R. MacCrimmon,et al.  Taking Risks, the Management of Uncertainty , 1987 .

[7]  Kalle Lyytinen,et al.  A framework for identifying software project risks , 1998, CACM.

[8]  John M. Favaro,et al.  Strategic Analysis of Application Framework Investments , 1999 .

[9]  Sydney Howell,et al.  The evaluation of real options by managers: a potential aspect of the audit of management skills , 1998 .

[10]  Suresh L. Konda,et al.  Taxonomy-Based Risk Identification , 1993 .

[11]  Wynne W. Chin Issues and Opinion on Structural Equation Modeling by , 2009 .

[12]  C. Fornell,et al.  Evaluating structural equation models with unobservable variables and measurement error. , 1981 .

[13]  D. Hosmer,et al.  Applied Logistic Regression , 1991 .

[14]  Ram L. Kumar,et al.  Managing risks in IT projects: an options perspective , 2002, Inf. Manag..

[15]  Alfred Taudes,et al.  Options Analysis of Software Platform Decisions: A Case Study , 2000, MIS Q..

[16]  T. Moynihan,et al.  How Experienced Project Managers Assess Risk , 1997, IEEE Softw..

[17]  James E. Smith,et al.  Valuing Risky Projects: Option Pricing Theory and Decision Analysis , 1995 .

[18]  Carlos Zozaya-Gorostiza,et al.  Investment Under Uncertainty in Information Technology: Acquisition and Development Projects , 2003, Manag. Sci..

[19]  Somesh Jha,et al.  Software Design as an Investment Activity: A Real Options Perspective , 1998 .

[20]  Barry W. Boehm,et al.  Software Risk Management , 1989, ESEC.

[21]  Suzanne Rivard,et al.  Toward an Assessment of Software Development Risk , 1993, J. Manag. Inf. Syst..

[22]  Scott O. Bradner,et al.  The real options approach to standardization , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[23]  Kalle Lyytinen,et al.  Components of Software Development Risk: How to Address Them? A Project Manager Survey , 2000, IEEE Trans. Software Eng..

[24]  M. Jeffery,et al.  Best Practices in IT Portfolio Management , 2004 .

[25]  Eric K. Clemons,et al.  Evaluation of strategic investments in information technology , 1991, CACM.

[26]  Richard E. Fairley,et al.  Risk management for software projects , 1994, IEEE Software.

[27]  Barry Boehm,et al.  Software economics: a roadmap , 2000, ICSE '00.

[28]  Eric K. Clemons,et al.  Strategic Information Technology Investments: Guidelines for Decision Making , 1990, J. Manag. Inf. Syst..

[29]  Nalin Kulatilaka,et al.  Disciplined Decisions: Aligning Strategy with the Financial Markets , 1999 .

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

[31]  Abraham Seidmann,et al.  Software Development Outsourcing Contract: Structure and Business Value , 1993, J. Manag. Inf. Syst..

[32]  Michel Benaroch,et al.  Managing Information Technology Investment Risk: A Real Options Perspective , 2002, J. Manag. Inf. Syst..

[33]  K. Arrow,et al.  Aspects of the theory of risk-bearing , 1966 .

[34]  Daniel Svavarsson Evaluation of Strategic IT Platform Investments , 2004, AMCIS.

[35]  Lenos Trigeorgis,et al.  Multi-stage real options: The cases of information technology infrastructure and international bank expansion , 1998 .

[36]  Barry W. Boehm,et al.  A spiral model of software development and enhancement , 1986, Computer.

[37]  J. S. Evans STRATEGIC FLEXIBILITY FOR HIGH TECHNOLOGY MANOEUVRES: A CONCEPTUAL FRAMEWORK , 1991 .

[38]  Kalle Lyytinen,et al.  Attention Shaping and Software Risk - A Categorical Analysis of Four Classical Risk Management Approaches , 1998, Inf. Syst. Res..

[39]  Ajit Kambil,et al.  Strategic management of information technology investments: an options perspective , 2015 .

[40]  Abdullah Yavas,et al.  Real Options: Experimental Evidence , 2001 .

[41]  H. Erdogmus Valuation of Learning Options in Software Development Under Private and Market Risk , 2002 .

[42]  V. C. Ramesh,et al.  Real options for risk management in information technology projects , 1999, Proceedings of the 32nd Annual Hawaii International Conference on Systems Sciences. 1999. HICSS-32. Abstracts and CD-ROM of Full Papers.

[43]  Seungjin Whang,et al.  Contracting for Software Development , 1992 .

[44]  Steven L. Alter,et al.  A General, But Readily Adaptable Model of Information System Risk , 2004, Commun. Assoc. Inf. Syst..

[45]  Mary Modahl,et al.  Now or Never , 2000 .

[46]  J. Busby,et al.  Real Options In Practice: An Exploratory Survey Of How Finance Officers Deal With Flexibility In Capital Appraisal , 1997 .

[47]  Kalle Lyytinen,et al.  Identifying Software Project Risks: An International Delphi Study , 2001, J. Manag. Inf. Syst..

[48]  Gary Klein,et al.  Information system success as impacted by risks and development strategies , 2001, IEEE Trans. Engineering Management.

[49]  Eduardo S. Schwartz,et al.  Investment Under Uncertainty. , 1994 .

[50]  Sydney Howell,et al.  Laboratory Evidence on How Managers Intuitively Value Real Growth Options , 1997 .