The (N)Ever-Changing World: Stability and Change in Organizational Routines

This paper uses data on invoice processing in four organizations to distinguish empirically between two competing theories of organizational routines. One theory predicts that routines should generate patterns of action that are few in number and stable over time, and that atypical patterns of action are driven primarily by exceptional inputs. The competing theory predicts the opposite. By modeling the routines as networks of action and using a first-order Markov model to test for stationarity, we find support for the competing theory. The routines generated hundreds of unique patterns that changed significantly during a five-month period without any apparent external intervention. Changes did not appear to reflect improved performance or learning. Furthermore, we found that exogenous factors (such as large invoices from unusual vendors) are not associated with atypical patterns of action, but endogenous factors (such as the experience of the participants) are. We also found that increased automation can increase variation under some circumstances. These findings offer empirical support for endogenous change in organizational routines and underscore the importance of the sociomaterial context in understanding stability and change.

[1]  Daniel A. Levinthal,et al.  Exploration and Exploitation in Organizational Learning , 2007 .

[2]  J. Barker Tightening the Iron Cage: Concertive Control in Self-Managing Teams , 1993 .

[3]  Moshe Farjoun Beyond Dualism: Stability and Change As a Duality , 2010 .

[4]  T. W. Anderson,et al.  Statistical Inference about Markov Chains , 1957 .

[5]  Matissa N. Hollister,et al.  Is Optimal Matching Suboptimal? , 2009 .

[6]  A. Abbott Sequence analysis: new methods for old ideas , 1995 .

[7]  Martin Schulz,et al.  Staying on Track: A Voyage to the Internal Mechanisms of Routine Reproduction , 2008 .

[8]  H. Simon,et al.  Applying Information Technology to Organization Design , 1973 .

[9]  A. V. D. Ven,et al.  Using Paradox to Build Management and Organization Theories , 1989 .

[10]  J. Ruiz Moreno [Organizational learning]. , 2001, Revista de enfermeria.

[11]  M. Feldman Organizational Routines as a Source of Continuous Change , 2000 .

[12]  Richard J. Schonberger,et al.  Commentary on the Organization Science Special Issue on Complexity , 1999 .

[13]  Markus C. Becker The concept of routines: some clarifications , 2005 .

[14]  Larry E. Toothaker,et al.  Multiple Regression: Testing and Interpreting Interactions , 1991 .

[15]  Luciana D'Adderio,et al.  Configuring software, reconfiguring memories: the influence of integrated systems on the reproduction of knowledge and routines , 2003 .

[16]  Markus C. Becker Handbook of Organizational Routines , 2010 .

[17]  S. Winter,et al.  An Evolutionary Theory of Economic Change.by Richard R. Nelson; Sidney G. Winter , 1987 .

[18]  Jeffrey M. Quinn,et al.  Habits in everyday life: thought, emotion, and action. , 2002, Journal of personality and social psychology.

[19]  Brian T. Pentland,et al.  Comparing Organizational Routines as Recurrent Patterns of Action , 2010 .

[20]  Wil M. P. van der Aalst,et al.  Process mining: a research agenda , 2004, Comput. Ind..

[21]  M. Feldman,et al.  Reconceptualizing Organizational Routines as a Source of Flexibility and Change , 2003 .

[22]  Schuster,et al.  Easily calculable measure for the complexity of spatiotemporal patterns. , 1987, Physical review. A, General physics.

[23]  Michael C. Hout,et al.  Multidimensional Scaling , 2003, Encyclopedic Dictionary of Archaeology.

[24]  M. Feldman,et al.  Issues in empirical field studies of organizational routines , 2008 .

[25]  John M. Gottman,et al.  Sequential Analysis: The timetable and the contextual design , 1990 .

[26]  Georg Schreyögg,et al.  Organizational Path Dependence: Opening the Black Box , 2009 .

[27]  R. Mackay Garfinkel and Ethnomethodology , 1987 .

[28]  Roger C. Schank,et al.  Scripts, plans, goals and understanding: an inquiry into human knowledge structures , 1978 .

[29]  Robert Chia,et al.  On Organizational Becoming: Rethinking Organizational Change , 2002, Organ. Sci..

[30]  John M. Gottman,et al.  Sequential Analysis: A Guide for Behavorial Researchers , 1990 .

[31]  Anil K. Jain,et al.  Statistical Pattern Recognition: A Review , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[32]  Alex Douglas,et al.  The case for ISO 9000 , 2003 .

[33]  John M. Gottman,et al.  Sequential Analysis: Frontmatter , 1990 .

[34]  Raymond W. Mack,et al.  Social change in developing areas : a reinterpretation of evolutionary theory , 1967 .

[35]  N. Lazaric Routines and Routinization: An Exploration of Some Micro-Cognitive Foundations , 2008 .

[36]  C. Perrow A FRAMEWORK FOR THE COMPARATIVE ANALYSIS OF ORGANIZATIONS , 1967 .

[37]  D. Campbell Variation and Selective retention in Socio-Cultural Evolution , 1965 .

[38]  Jeremy P. Birnholtz,et al.  Organizational Character: On the Regeneration of Camp Poplar Grove , 2007, Organ. Sci..

[39]  Martha S. Feldman,et al.  Designing routines: On the folly of designing artifacts, while hoping for patterns of action , 2008, Inf. Organ..

[40]  Paul M. Leonardi,et al.  Materiality and Change: Challenges to Building Better Theory about Technology and Organizing , 2008, Inf. Organ..

[41]  Michael X Cohen,et al.  Organizational Routines Are Stored as Procedural Memory: Evidence from a Laboratory Study , 1994 .

[42]  Blake E. Ashforth,et al.  The Mindlessness of Organizational Behaviors , 1988 .

[43]  C S Watson,et al.  Auditory psychophysics and perception. , 1996, Annual review of psychology.

[44]  M. Feldman A performative perspective on stability and change in organizational routines , 2003 .

[45]  A. Abbott,et al.  Sequence Analysis and Optimal Matching Methods in Sociology , 2000 .

[46]  K. Weick The social psychology of organizing , 1969 .

[47]  Jan Mendling,et al.  Quality metrics for business process models , 2007 .

[48]  Jennifer A. Howard-Grenville The Persistence of Flexible Organizational Routines: The Role of Agency and Organizational Context , 2005, Organ. Sci..

[49]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[50]  Kathleen M. Carley Organizational Learning and Personnel Turnover , 1992 .

[51]  Organizations , 1992, Restoration & Management Notes.

[52]  Chris Chatfield,et al.  Statistical Inference Regarding Markov Chain Models , 1973 .

[53]  G. Pisano,et al.  Disrupted Routines: Team Learning and New Technology Implementation in Hospitals , 2001 .

[54]  M. Egidi,et al.  The emergence of path-dependent behaviors in cooperative contexts , 1997 .

[55]  Martha S. Feldman,et al.  Organizational Routines as a Unit of Analysis , 2005 .

[56]  A. Abbott,et al.  Measuring Resemblance in Sequence Data: An Optimal Matching Analysis of Musicians' Careers , 1990, American Journal of Sociology.

[57]  Derek William Hillison Digitally-Enabled Organizational Routines at the Organization-Environment Boundary: Buffering and the Role of Technology. , 2009 .

[58]  Martha S. Feldman,et al.  Narrative Networks: Patterns of Technology and Organization , 2007, Organ. Sci..

[59]  Brian T. Pentland,et al.  Dynamics of Performing and Remembering Organizational Routines , 2012 .

[60]  S. Winter,et al.  An evolutionary theory of economic change , 1983 .

[61]  Michael X Cohen Reading Dewey: Reflections on the Study of Routine , 2007 .

[62]  Shoshana Zuboff,et al.  In the Age of the Smart Machine: The Future of Work and Power , 1989 .

[63]  Wendy Wood,et al.  Habit and intention in everyday life: The multiple processes by which past behavior predicts future behavior. , 1998 .

[64]  Anne S. Miner,et al.  Organizational Improvisation and Organizational Memory , 1998 .

[65]  Nathalie Lazaric,et al.  Routinization and memorization of tasks in a workshop: the case of the introduction of ISO norms , 2005 .

[66]  W. Orlikowski Sociomaterial Practices: Exploring Technology at Work , 2007 .

[67]  B. Pentland,et al.  Organizational Routines as Grammars of Action , 1994 .

[68]  Carle C. Zimmerman,et al.  Social Change in Developing Areas, A Reinterpretation of Evolutionary Theory , 1996 .

[69]  Sten Jönsson Institutions and Organizations , 1997 .