Adding value to performance measurement by using system dynamics and multicriteria analysis

The design, implementation and use of adequate performance measurement and management frameworks can play an important role if organisations are to succeed in an increasingly complex, interdependent and changing world. Yet, despite widespread recognition of the importance of performance assessment, there are some issues that require further study if measurement systems are to be effective in the process of management through monitoring and decision making. This article proposes and seeks to illustrate that the use of system dynamics and multicriteria decision analysis, as part of a broader framework for performance measurement, can address some of the issues identified. The use of these approaches, independently and in an integrated manner, provides a means of exploring the dynamic complexity of organisations, making explicit trade‐offs between performance measures, and assessing the impacts of initiatives to improve performance, thereby enhancing understanding and ultimately contributing to the improvement of organisational performance.

[1]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[2]  George P. Richardson,et al.  Introduction to System Dynamics Modeling with DYNAMO , 1981 .

[3]  Glenn H. Felix,et al.  Productivity measurement by objectives , 1983 .

[4]  R G Coyle.  A systems approach to the management of a hospital for short-term patients. , 1984, Socio-economic planning sciences.

[5]  Shlomo Globerson,et al.  Issues in developing a performance criteria system for an organization , 1985 .

[6]  Valerie Belton.  The Use of a Simple Multiple-Criteria Model to Assist in Selection from a Shortlist , 1985 .

[7]  P. R. Richardson,et al.  A Strategic Approach to Evaluating Manufacturing Performance , 1985 .

[8]  R. Geoffrey Coyle.  The use of optimization methods for policy design in a system dynamics model , 1985 .

[9]  W. Edwards,et al.  Decision Analysis and Behavioral Research , 1986 .

[10]  S. French.  Decision Theory: An Introduction to the Mathematics of Rationality , 1986 .

[11]  J. Meredith,et al.  Alternative research paradigms in operations , 1989 .

[12]  Timothy D. Fry,et al.  A Despatching Rule to Allow Trade‐offs between Inventory and Customer Satisfaction , 1989 .

[13]  D. Sterman,et al.  Misperceptions of Feedback in a Dynamic Decision Making Experiment , 1989 .

[14]  J. Sterman.  Misperceptions of feedback in dynamic decision making , 1989 .

[15]  Valerie Belton,et al.  Use of a Simple Multi-Attribute Value Function Incorporating Visual Interactive Sensitivity Analysis for Multiple Criteria Decision Making , 1990 .

[16]  Eric F. Wolstenholme,et al.  System Enquiry: A System Dynamics Approach , 1990 .

[17]  Robert D. Pritchard,et al.  Implementing feedback systems to enhance productivity: A practical guide , 1990 .

[18]  P. Senge.  The fifth discipline : the art and practice of the learning organization/ Peter M. Senge , 1991 .

[19]  H. Harrington,et al.  Improving business processes , 1991 .

[20]  R. Kaplan,et al.  The balanced scorecard--measures that drive performance. , 2015, Harvard business review.

[21]  R. Johnston,et al.  Performance Measurement in Service Businesses , 1992 .

[22]  V. Belton.  Project Planning and Prioritization in the Social Services–an OR Contribution , 1993 .

[23]  Ellen J. Dumond.  Making Best Use of Performance Measures and Information , 1994 .

[24]  S.D.P. Flapper,et al.  Towards consistent performance management systems , 1996 .

[25]  Valerie Belton,et al.  Decision support systems: Learning from visual interactive modelling , 1994, Decis. Support Syst..

[26]  Andy Neely,et al.  Performance measurement system design , 1995 .

[27]  George P. Richardson,et al.  Teamwork in group model building , 1995 .

[28]  Michel Lebas,et al.  Performance measurement and performance management , 1995 .

[29]  C. Eden,et al.  Action Research for Management Research , 1996 .

[30]  R G Coyle,et al.  System Dynamics Modelling: A Practical Approach , 1996 .

[31]  Valerie Belton,et al.  Integrated Support from Problem Structuring through to Alternative Evaluation Using COPE and V·I·S·A , 1997 .

[32]  M. Szwejczewski,et al.  Performance trade‐offs in manufacturing plants , 1997 .

[33]  L. Fitzgerald,et al.  Performance Measurement in Service Industries: Making it Work , 1997 .

[34]  Andy Neely,et al.  Designing performance measures: a structured approach , 1997 .

[35]  Simon Peck,et al.  Group Model Building: Facilitating Team Learning Using System Dynamics , 1996, J. Oper. Res. Soc..

[36]  C. Warwick.  The new NHS: modern dependable , 1998 .

[37]  D. Larcker,et al.  Innovations in Performance Measurement: Trends and Research Implications , 1998 .

[38]  T. J. Brignall,et al.  Performance Measurement and Management in Public Health Services: A Comparison of UK and Swedish Practice , 1998 .

[39]  Paul Goodwin,et al.  Decision Analysis for Management Judgment , 1998 .

[40]  Umit S. Bititci,et al.  Dynamics of performance measurement systems , 2000, APMS.

[41]  Eric Wolstenholme,et al.  A patient flow perspective of U.K. health services: exploring the case for new “intermediate care” initiatives , 1999 .

[42]  Andy Neely,et al.  The forces that shape organisational performance measurement systems:: An interdisciplinary review , 1999 .

[43]  A. Neely.  The performance measurement revolution: why now and what next? , 1999 .

[44]  Andy Neely,et al.  Performance measurement system design: developing and testing a process‐based approach , 2000 .

[45]  Andy Neely,et al.  Designing, implementing and updating performance measurement systems , 2000 .

[46]  Umit Bititci,et al.  Quantitative models for performance measurement system , 2000 .

[47]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[48]  David C. Lane,et al.  Looking in the wrong place for healthcare improvements: A system dynamics study of an accident and emergency department , 2000, J. Oper. Res. Soc..

[49]  Umit Bititci,et al.  Dynamics of performance measurement systems , 2000 .

[50]  Theodor J. Stewart,et al.  Multiple criteria decision analysis - an integrated approach , 2001 .

[51]  G. D. Silveira,et al.  Exploring the trade‐off concept , 2001 .

[52]  Susan Howick,et al.  The impact of disruption and delay when compressing large projects: going for incentives? , 2001, J. Oper. Res. Soc..

[53]  D. Coghlan,et al.  Action research for operations management , 2002 .

[54]  Andy Neely,et al.  The Performance Prism: The Scorecard for Measuring and Managing Business Success , 2002 .