Quantification of Non-Quantitative Indicators of Performance Measurement

Quantification of non-quantitative indicators is a key point of the performance measurement. In practice, the non- quantitative indicators are appraised by experts according to some criteria and are scored with the method of weighted average. The paper clarifies the importance of the quantification of non-quantitative indicators and proves out the scientific rigor of weighted average method with mathematical derivation.

[1]  Thomas L. Saaty,et al.  Marketing Applications of the Analytic Hierarchy Process , 1980 .

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

[3]  Steven E. Salterio,et al.  The Balanced Scorecard: Judgmental Effects of Common and Unique Performance Measures , 2000 .

[4]  Pamela Schmid For good measure , 2001, Nursing standard (Royal College of Nursing (Great Britain) : 1987).

[5]  Li Da Xu,et al.  An intelligent decision support system for fuzzy comprehensive evaluation of urban development , 1999 .

[6]  R. Kaplan,et al.  PUTTING THE BALANCED SCORECARD TO WORK , 1993 .

[7]  Wen-Chin Chen,et al.  A fuzzy AHP and BSC approach for evaluating performance of IT department in the manufacturing industry in Taiwan , 2008, Expert Syst. Appl..

[8]  Wen Xiao-ling Business Enterprise Performance Appraisal Based on the Method of Fuzzy Appraisd , 2006 .

[9]  Zeng Jun Performance Evaluation Based on Fuzzy Synthetic Evaluation , 2004 .

[10]  Douglas G. Shaw,et al.  Performance measurement, management, and appraisal sourcebook , 1995 .

[11]  R. Kaplan Strategic Performance Measurement and Management in Nonprofit Organizations , 2001 .

[12]  R. Kaplan,et al.  Using the balanced scorecard as a strategic management system , 1996 .

[13]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[14]  Craig Eric Schneier,et al.  Performance measurement and management: A tool for strategy execution , 1991 .

[15]  K. Thomas,et al.  Applying the balanced scorecard for better performance of intellectual capital , 2007 .

[16]  E. Yuchtman,et al.  A System Resource Approach to Organizational Effectiveness , 1967 .

[17]  Stephen Pike,et al.  Towards the third generation of performance measurement , 2003 .

[18]  Paul J. Bolster,et al.  Sovereign Debt Ratings: A Judgmental Model Based on the Analytic Hierarchy Process , 1990 .