Enhancing importance‐performance analysis

Purpose – The interpretation of the importance/performance map is based on an assumption of independence between importance and performance but many studies question the validity of this assumption. The aim of this research is to develop a new typology for job satisfaction attributes as well as a new importance/performance map that can be an aid for organizations when they prioritize their improvement actions based on a job satisfaction study.Design/methodology/approach – A typology for possible relationships between importance and performance in job satisfaction studies is developed based on theoretical considerations. This typology is then applied and validated on approximately 10,000 responses from the European Employee Index 2002. Ultimately a new importance/performance map for priority setting in job satisfaction studies is developed based on the new typology for possible relationships between importance and performance.Findings – The result of this analysis showed that the assumption of independence...

[1]  Vikas Mittal,et al.  Attribute-Level Performance, Satisfaction, and Behavioral Intentions over Time: A Consumption-System Approach , 1999 .

[2]  Jon M. Hawes,et al.  Using importance-performance analysis to develop health care marketing strategies. , 1985, Journal of health care marketing.

[3]  John A. Martilla,et al.  Importance-Performance Analysis , 1977 .

[4]  Jens J. Dahlgaard,et al.  On measurement of customer satisfaction , 1992 .

[5]  K. Kristensen Statistical Monitoring and Optimization in Total Quality Management , 1999 .

[6]  Kenneth A. Bollen,et al.  Structural Equations with Latent Variables , 1989 .

[7]  William T. Ross,et al.  The Asymmetric Impact of Negative and Positive Attribute-Level Performance on Overall Satisfaction and Repurchase Intentions , 1998 .

[8]  H. Theil Principles of econometrics , 1971 .

[9]  Michael W. Lowenstein Customer Retention : An Integrated Process for Keeping Your Best Customers , 1995 .

[10]  V. Mittal,et al.  Satisfaction, Repurchase Intent, and Repurchase Behavior: Investigating the Moderating Effect of Customer Characteristics , 2001 .

[11]  Kai Kristensen,et al.  Measuring employee assets - The Nordic Employee Index , 2004, Bus. Process. Manag. J..

[12]  John B. Ford,et al.  Importance‐performance analysis as a strategic tool for service marketers: the case of service quality perceptions of business students in New Zealand and the USA , 1999 .

[13]  Kurt Matzler,et al.  The asymmetric relationship between attribute-level performance and overall customer satisfaction: a reconsideration of the importance–performance analysis , 2004 .

[14]  P. Hackl,et al.  Robustness of partial least-squares method for estimating latent variable quality structures , 1999 .

[15]  Ray Chu,et al.  Stated‐importance versus derived‐importance customer satisfaction measurement , 2002 .

[16]  E. Anderson,et al.  Strengthening the Satisfaction-Profit Chain , 2000 .

[17]  Herman Wold,et al.  Model Construction and Evaluation When Theoretical Knowledge Is Scarce , 1980 .

[18]  John P. Meyer,et al.  Affective, Continuance, and Normative Commitment to the Organization: An Examination of Construct Validity , 1996, Journal of vocational behavior.

[19]  Michael J. Showalter,et al.  The Performance-Importance Response Function: Observations and Implications , 1999 .

[20]  John L. Crompton,et al.  An Investigation of the Relative Efficacy of Four Alternative Approaches to Importance-Performance Analysis , 1985 .

[21]  Jacob Eskildsen,et al.  The managerial drivers of employee satisfaction and loyalty , 2000 .

[22]  S. Gaertner Structural determinants of job satisfaction and organizational commitment in turnover models. , 1999 .

[23]  C Berger,et al.  KANO’S METHODS FOR UNDERSTANDING CUSTOMER-DEFINED QUALITY , 1993 .

[24]  D. Bacon A Comparison of Approaches to Importance-Performance Analysis , 2003 .

[25]  J. Eskildsen Identifying the vital few using the European Foundation for Quality Management model , 1998 .

[26]  Kurt Matzler,et al.  Importance-performance analysis revisited: the role of the factor structure of customer satisfaction , 2003 .

[27]  N. Kano,et al.  Attractive Quality and Must-Be Quality , 1984 .

[28]  J. Eskildsen,et al.  Work motivation and job satisfaction in the Nordic countries , 2004 .

[29]  Vikas Mittal,et al.  Attribute Performance and Customer Satisfaction Over Time: Evidence from Two Field Studies , 2001 .

[30]  V Mittal,et al.  Eliminate the Negative: Managers Should Optimize Rather than Maximize Performance to Enhance Patient Satisfaction , 1996, Journal of health care marketing.

[31]  W. K. Baker Allen and Meyer's 1990 Longitudinal Study: A Reanalysis and Reinterpretation Using Structural Equation Modeling , 1995 .

[32]  Vikas Mittal,et al.  Assessing the Service-Profit Chain , 2002 .

[33]  Lillian T. Eby,et al.  Motivational bases of affective organizational commitment: A partial test of an integrative theoretical model , 1999 .

[34]  Nigel Slack,et al.  The Importance‐Performance Matrix as a Determinant of Improvement Priority , 1994 .

[35]  F. Nijhuis,et al.  Testing reciprocal relationships between job characteristics and psychological well-being: A cross-lagged structural equation model , 2001 .

[36]  D. Cox,et al.  An Analysis of Transformations , 1964 .

[37]  Andrew E. Clark,et al.  What really matters in a job? Hedonic measurement using quit data , 2001 .

[38]  D Hunter,et al.  Eliminate the negative. , 1989, The Health service journal.

[39]  A. Dixit Optimization in Economic Theory , 1976 .

[40]  Peter J. Hammond,et al.  Mathematics for economic analysis , 1995 .

[41]  Some aspects of customer satisfaction and customer loyalty , 1998 .