Knowledge Driven Quality Improvement

Little is known about the processes that make TQM effective. Why are some quality improvement projects more effective than others? We argue that TQM processes affect the way people create new knowledge, which in turn determines organizational effectiveness. We exlore this by studying 62 quality improvement projects undertaken in one factory over a decade. Using a factor analysis we identify three learning constructs that characterize the learning process: scope, conceptual learning, and operational learning. We use OLS regressions to study the impact of these learning constructs on project performance. Conceptual and operational learning are found to play a crucial role in achieving goals, creating new technological knowledge, and changing factory personnel's attention. Contrary to the common practice of relying on operational learning, we suggest the application of conceptual learning as well, particularly if the technology is poorly understood. It facilitates the codification of knowledge, which enhances its dissemination for both present and future use.

[1]  Gerald F. Smith,et al.  Towards a heuristic theory of problem structuring , 1988 .

[2]  Charles H. Fine Quality Improvement and Learning in Productive Systems , 1986 .

[3]  G. Pisano Knowledge Integration and the Locus of Learning: An Empirical Analysis , 1994 .

[4]  Roger E. Bohn,et al.  Chapter 17 – Measuring and Managing Technological Knowledge , 1998 .

[5]  D. Teece,et al.  The Dynamic Capabilities of Firms: an Introduction , 1994 .

[6]  Daniel H. Kim The Link between individual and organizational learning , 1997 .

[7]  Charles S. Tapiero,et al.  Production Learning and Quality Control , 1987 .

[8]  J. Hackman,et al.  Total Quality Management: Empirical, Conceptual, and Practical Issues , 1995 .

[9]  G K Rand,et al.  The Practice of Quality Management , 2012, J. Oper. Res. Soc..

[10]  Paul S. Adler,et al.  When knowledge is the critical resource, knowledge management is the critical task , 1989 .

[11]  A. V. D. Ven,et al.  Perspectives on organization design and behavior , 1983 .

[12]  B. Hedberg How Organizations Learn and Unlearn , 1981 .

[13]  J. Hauser,et al.  The House of Quality , 1988 .

[14]  J. Hair Multivariate data analysis , 1972 .

[15]  Shoshana Zuboff In the Age of the Smart Machine , 1988 .

[16]  L. V. Wassenhove,et al.  The Impact of Knowledge on Quality , 1997 .

[17]  W. Deming Quality, productivity, and competitive position , 1982 .

[18]  Richard L. Marcellus,et al.  Process Control with Learning , 1994, Oper. Res..

[19]  Raghu N. Kackar,et al.  OFF-LINE QUALITY CONTROL, PARAMETER DESIGN, AND , 1985 .

[20]  Ramachandran Jaikumar,et al.  A dynamic approach to operations management: An alternative to static optimization , 1992 .

[21]  P. Senge The leader's new work: Building learning organizations. , 1998 .

[22]  Rolph E. Anderson,et al.  Nederlandse samenvatting en bewerking van 'Multivariate data analysis, 4th Edition, 1995' , 1998 .

[23]  G. Huber Organizational Learning: The Contributing Processes and the Literatures , 1991 .

[24]  David Stewart,et al.  The Application and Misapplication of Factor Analysis in Marketing Research , 1981 .

[25]  Harrison M. Wadsworth,et al.  Modern methods for quality control and improvement , 1986 .

[26]  Ramchandran Jaikumar,et al.  New technologies, obsolete organizations , 1988 .

[27]  Jae-On Kim,et al.  Factor Analysis: Statistical Methods and Practical Issues , 1978 .

[28]  J. March,et al.  A Behavioral Theory of the Firm , 1964 .

[29]  Dorothy Leonard-Barton,et al.  A Dual Methodology for Case Studies: Synergistic Use of a Longitudinal Single Site with Replicated Multiple Sites , 1990 .

[30]  F. M. Gryna Quality planning and analysis , 1970 .

[31]  K. Ishikawa What Is Total Quality Control , 1985 .

[32]  E. Johnsen Richard M. Cyert & James G. March, A Behavioral Theory of The Firm, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1963, 332 s. , 1964 .

[33]  R. Duncan Organizational Learning : Implications for organizational design , 1979 .

[34]  Johan P. Olsen,et al.  THE UNCERTAINTY OF THE PAST: ORGANIZATIONAL LEARNING UNDER AMBIGUITY* , 1975 .

[35]  R. N. Kackar Off-Line Quality Control, Parameter Design, and the Taguchi Method , 1985 .