Behavior in operations management: Assessing recent findings and revisiting old assumptions

Abstract In this paper, we provide a perspective on why behavioral research is critical to the operations management (OM) field, what prior research exists, and what opportunities lie ahead. The use of human experiments in operations management is still fairly novel despite a small stream of publications going back more than 20 years. We develop a framework for identifying the types of behavioral assumptions typically made in analytical OM models. We then use this framework to organize the results of prior behavioral research and identify future research opportunities. Our study of prior research is based on a search of papers published between 1985 and 2005 in six targeted journals including the Journal of Operations Management, Manufacturing and Service Operations Management, Production and Operations Management, Management Science, Decision Sciences, and the Journal of Applied Psychology.

[1]  T. D. Klastorin,et al.  Synchronous Unpaced Flow Lines with Worker Differences and Overtime Cost , 2000 .

[2]  P. Roth,et al.  A Meta-Analytic Review of Predictors of Job Performance for Salespeople , 1998 .

[3]  Elena Katok,et al.  Learning, communication, and the bullwhip effect , 2006 .

[4]  Karen Donohue,et al.  Experimental Economics and Supply-Chain Management , 2002 .

[5]  Patrick Bajari,et al.  Auctions Versus Negotiations in Procurement: An Empirical Analysis , 2002 .

[6]  Lee W. Schruben,et al.  Using worker personality and demographic information to improve system performance prediction , 2004 .

[7]  Robert G. Lord,et al.  Effects of valence, expectancies, and goal-performance discrepancies in single and multiple goal environments. , 1990 .

[8]  T. Mitchell,et al.  Work flow policy and within-worker and between-workers variability in performance. , 2004, The Journal of applied psychology.

[9]  John O. McClain,et al.  Self-buffering, self-balancing, self-flushing production lines , 1996 .

[10]  Simona Ronchi Della Rocca,et al.  λ Δ -Models , 2004 .

[11]  J. Wacker.  A definition of theory: research guidelines for different theory-building research methods in operations management , 1998 .

[12]  J. R. Aiello,et al.  Electronic performance monitoring and social context: impact on productivity and stress. , 1995, The Journal of applied psychology.

[13]  George B. Graen,et al.  Training Effects on Attitudes Toward Divergent Thinking Among Manufacturing Engineers , 1986 .

[14]  Sunil Gupta,et al.  Supply Chain Decision Making: Will Shorter Cycle Times and Shared Point-of-Sale Information Necessarily Help? , 2004, Manag. Sci..

[15]  G. Sewell,et al.  `Someone to Watch Over Me': Surveillance, Discipline and the Just-in-Time Labour Process , 1992 .

[16]  S. Payne,et al.  The impact of error training and individual differences on training outcomes: an attribute-treatment interaction perspective. , 2002, The Journal of applied psychology.

[17]  David Simchi-Levi,et al.  Handbook of Quantitative Supply Chain Analysis: Modeling in the E-Business Era (International Series in Operations Research & Management Science) , 2004 .

[18]  Joel H. Steckel,et al.  Committee Decision Making in Organizations: An Experimental Test of the Core , 1990 .

[19]  Michael K. Hui,et al.  What to Tell Consumers in Waits of Different Lengths: An Integrative Model of Service Evaluation , 1996 .

[20]  John W. Boudreau,et al.  The Effects of Low Inventory on the Development of Productivity Norms , 1999 .

[21]  A. Rainone,et al.  Kuhn Thomas S. , 1993 .

[22]  R. H. Edmundson,et al.  The accuracy of combining judgemental and statistical forecasts , 1986 .

[23]  Jeffrey M. Stanton,et al.  Effects of electronic performance monitoring on personal control, task satisfaction, and task performance , 1996 .

[24]  H. Garland.  Throwing Good Money After Bad: The Effect of Sunk Costs on the Decision to Escalate Commitment to an Ongoing Project , 1990 .

[25]  Elliot Bendoly,et al.  Organizational citizenship behavior and performance evaluations: exploring the impact of task interdependence. , 2006, The Journal of applied psychology.

[26]  Norbert Wiener,et al.  The human use of human beings - cybernetics and society , 1988 .

[27]  Stephen G. Powell,et al.  Throughput in Serial Lines with State-Dependent Behavior , 2004, Manag. Sci..

[28]  Mengze Shi,et al.  Virtual Progress: The Effect of Path Characteristics on Perceptions of Progress and Choice , 2003, Manag. Sci..

[29]  Gavriel Salvendy,et al.  The Prediction of Operator Performance on the Basis of Performance Tests and Biological Measures , 1975 .

[30]  K. Sengupta,et al.  Alternative conceptions of feedback in dynamic decision environments: an experimental investigation , 1993 .

[31]  D. Bachrach,et al.  The Role of Operational Interdependence and Supervisory Experience on Management Assessments of Resource Planning Systems , 2008 .

[32]  J. Hornik,et al.  Psychological Time: The Case of Time and Consumer Behaviour , 1996 .

[33]  Ambar G. Rao,et al.  Improving productivity by periodic performance evaluation: a Bayesian stochastic model , 1995 .

[34]  K. Knott.  A Study of Work-Time Distributions on Unpaced Tasks , 1987 .

[35]  Mark K. Hirst,et al.  Intrinsic motivation as influenced by task interdependence and goal setting. , 1988 .

[36]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[37]  Sunil Gupta.  Modeling integrative, multiple issue bargaining , 1989 .

[38]  Richard W. Scamell,et al.  An Examination of Two Screen/Report Design Variables in an Information Recall Context* , 1990 .

[39]  Mehrdad Tamiz,et al.  Multi-objective meta-heuristics: An overview of the current state-of-the-art , 2002, Eur. J. Oper. Res..

[40]  Yuval Cohen,et al.  Decision-making and the newsvendor problem: an experimental study , 2008, J. Oper. Res. Soc..

[41]  Andreas Brandt,et al.  Asymptotic Results and a Markovian Approximation for the M(n)/M(n)/s+GI System , 2002, Queueing Syst. Theory Appl..

[42]  Karen Donohue,et al.  Special Issue: Experimental Economics in Practice: Experimental Economics and Supply-Chain Management , 2002, Interfaces.

[43]  Norman Alfred Dudley,et al.  Work Measurement: Some Research Studies , 1968 .

[44]  Gérard P. Cachon,et al.  Game Theory in Supply Chain Analysis , 2004 .

[45]  Chee W. Chow,et al.  Relative Performance Evaluation and Risk Taking in Delegated Investment Decisions , 1991 .

[46]  J. Forrester,et al.  Not only the tragedy of the commons : misperceptions of feedback and policies for sustainable development , 2001 .

[47]  M. Gelfand,et al.  Individualism-collectivism and accountability in intergroup negotiations. , 1999 .

[48]  Gérard P. Cachon,et al.  Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence.: Experimental Evidence. , 2000 .

[49]  Karen Donohue,et al.  Behavioral Causes of the Bullwhip Effect and the Observed Value of Inventory Information , 2006, Manag. Sci..

[50]  John O. McClain,et al.  Overcoming the dark side of worker flexibility , 2003 .

[51]  John E. Hunter,et al.  Individual differences in output variability as a function of job complexity. , 1990 .

[52]  Alvin E. Roth,et al.  The Early History of Experimental Economics , 1993, Journal of the History of Economic Thought.

[53]  George M. Kasper,et al.  Animation in User Interfaces Designed for Decision Support Systems: The Effects of Image Abstraction, Transition, and Interactivity on Decision Quality* , 1997 .

[54]  Kenneth L. Schultz,et al.  Modeling and worker motivation in JIT production systems , 1998 .

[55]  A. C. Rogers,et al.  De-escalation of commitment in oil exploration : when sunk costs and negative feedback coincide , 1990 .

[56]  G. M. Jenkins,et al.  Stochastic Service Systems. , 1964 .

[57]  Wallace J. Hopp,et al.  Fifty Years of Management Science , 2004, Manag. Sci..

[58]  R. Levine,et al.  A Geography Of Time , 1997 .

[59]  Benito E. Flores,et al.  Understanding managerial preferences in selecting equipment , 2001 .

[60]  Glen Whyte.  Diffusion of responsibility : effects on the escalation tendency , 1991 .

[61]  Morgan Swink,et al.  Presenting Geographic Information: Effects of Data Aggregation, Dispersion, and Users' Spatial Orientation , 1999 .

[62]  C. Bailey.  Forgetting and the learning curve: a laboratory study , 1989 .

[63]  J. Hal Reneau,et al.  The Effects of Memory Structure on Using Rule‐Based Expert Systems for Training: A Framework and an Empirical Test* , 1990 .

[64]  A. Erez,et al.  Liking and attributions of motives as mediators of the relationships between individuals' reputations, helpful behaviors, and raters' reward decisions. , 2002 .

[65]  Daniel G. Bachrach,et al.  Attributions of the "causes" of group performance as an alternative explanation of the relationship between organizational citizenship behavior and organizational performance. , 2001, The Journal of applied psychology.

[66]  Donald D. Eisenstein,et al.  Using Bucket Brigades to Migrate from Craft Manufacturing to Assembly Lines , 2005, Manuf. Serv. Oper. Manag..

[67]  Alvin E. Roth,et al.  Auctions of Homogeneous Goods with Increasing Returns: Experimental Comparison of Alternative Dutch Auctions , 2004, Manag. Sci..

[68]  J. R. Larson,et al.  Performance monitoring: How it affects work productivity. , 1990 .

[69]  Gary E. Bolton,et al.  Learning-by-Doing in the Newsvendor Problem: A Laboratory Investigation of the Role of Experience and Feedback , 2008, Manuf. Serv. Oper. Manag..

[70]  T. Mitchell,et al.  Individual and group goals when workers are interdependent: Effects on task strategies and performance. , 1990 .

[71]  David A. Nadler,et al.  The effects of feedback on task group behavior: A review of the experimental research , 1979 .

[72]  C. Sansone.  The effects of competence and task feedback on intrinsic interest , 1986 .

[73]  Elena Katok,et al.  E-sourcing in Procurement: Theory and Behavior in Reverse Auctions with Noncompetitive Contracts , 2006, Manag. Sci..

[74]  David L. Olson,et al.  Review of Empirical Studies in Multiobjective Mathematical Programming: Subject Reflection of Nonlinear Utility and Learning , 1992 .

[75]  Erran Carmel,et al.  The Effectiveness of Different Representations for Managerial Problem Solving: Comparing Tables and Maps , 1997 .

[76]  A. Roth.  Introduction to Experimental Economics , 2004 .

[77]  B. E. Wynne,et al.  An experiment assessing group support system and facilitator effects on meeting outcomes , 1995 .

[78]  J. Kagel,et al.  Auctions: A Survey of Experimental Research, 1995 - 2008* , 2008 .

[79]  Gary E. Bolton,et al.  How Effective are Online Reputation Mechanisms? An Experimental Study , 2004, Manag. Sci..

[80]  A. Kluger,et al.  The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. , 1996 .

[81]  Wallace J. Hopp,et al.  On the Interface Between Operations and Human Resources Management , 2003, Manuf. Serv. Oper. Manag..

[82]  Ramesh Sharda,et al.  Decision support system effectiveness: a review and an empirical test , 1988 .

[83]  Manash R. Ray,et al.  Risk, Ambiguity, and Decision Choice: Some Additional Evidence* , 1997 .

[84]  Karen A. Brown,et al.  Human resource issues in cellular manufacturing: A sociotechnical analysis , 1991 .

[85]  K. A. Brown,et al.  Impact of material flow policies and goals on job outcomes , 1996 .

[86]  Gary E. Bolton,et al.  How Communication Links Influence Coalition Bargaining: A Laboratory Investigation , 2003, Manag. Sci..

[87]  Rachel T. A. Croson,et al.  Upstream versus downstream information and its impact on the bullwhip effect , 2005 .

[88]  Terry Connolly,et al.  Decomposed versus holistic estimates of effort required for software writing tasks , 1997 .

[89]  Elie Ofek,et al.  Manufacturer Benefits from Information Integration with Retail Customers , 2004, Manag. Sci..

[90]  Edwin A. Locke,et al.  Relationship of goals and microlevel work processes to performance on a multipath manual task , 1996 .

[91]  Erling Moxnes.  Not Only the Tragedy of the Commons: Misperceptions of Bioeconomics , 1998 .

[92]  Avishai Mandelbaum,et al.  Adaptive Behavior of Impatient Customers in Tele-Queues: Theory and Empirical Support , 2002, Manag. Sci..

[93]  Anthony M. Kwasnica,et al.  A New and Improved Design for Multiobject Iterative Auctions , 2005, Manag. Sci..

[94]  T. Meyer,et al.  Subjective Importance of Goal and Reactions to Waiting in Line , 1994 .

[95]  Kenneth H. Doerr,et al.  A worker-based approach for modeling variability in task completion times , 2000 .

[96]  Nirmalya Kumar,et al.  Do Suppliers Benefit from Collaborative Relationships with Large Retailers? An Empirical Investigation of Efficient Consumer Response Adoption , 2005 .

[97]  Robert D. Bretz,et al.  Comparing traditional and integrative learning methods in organizational training programs. , 1992 .

[98]  E. Powell Robinson,et al.  A comparative model of facility network design methodologies , 1995 .

[99]  Michael A. Campion,et al.  Development and Test of a Task Level Model of Motivational Job Design , 1991 .

[100]  Elliot Bendoly,et al.  Bipolarity in reactions to operational ‘constraints’: OM bugs under an OB lens , 2007 .

[101]  Shirley Taylor.  Waiting for Service: The Relationship between Delays and Evaluations of Service , 1994 .

[102]  D. Maister.  The Psychology of Waiting Lines , 2005 .

[103]  Bernd H. Schmitt,et al.  Waiting time and decision making: is time like money? , 1995 .

[104]  Anol Bhattacherjee.  Managerial Influences on Intraorganizational Information Technology Use: A Principal-Agent Model , 1998 .

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

[106]  Anne P. Massey,et al.  New Product Development Decision-Making Effectiveness: Comparing Individuals, Face-To-Face Teams, and Virtual Teams , 2001, Decis. Sci..

[107]  E. Powell Robinson,et al.  Complexity Factors and Intuition-based Methods for Facility Network Design , 1997 .

[108]  M. D. Wilkinson,et al.  Management science , 1989, British Dental Journal.

[109]  Morgan Swink,et al.  The Influences of User Characteristics on Performance in a Logistics DSS Application , 1995 .

[110]  Rakesh K. Sarin,et al.  Effects of ambiguity in market experiments , 1993 .