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Throughput in Serial Lines with State-Dependent Behavior

Author

Listed:
  • Stephen G. Powell

    (Amos Tuck School of Business Administration, Dartmouth College, Hanover, New Hampshire 03755)

  • Kenneth L. Schultz

    (Johnson Graduate School of Management, Cornell University, Ithaca, New York 14853)

Abstract

Experimental evidence suggests that production-line workers adjust their work rates in certain situations to prevent idle time. We refer to this as state-dependent behavior, in contrast to the state-independent behavior of machines. In this paper, we develop several models for the state-dependent behavior of production workers. We then use these models to analyze the relation of line length to throughput in these systems. We find that state-dependent behavior makes serial lines more efficient and reduces the detrimental effects that longer line lengths have on throughput. In some cases, line efficiency can actually increase with length. This is a result of a higher percentage of workers having two buffers to provide feedback on the state of the line. Further, we show that workers who both speed up when they are likely to cause idle time for others and slow down when they are likely to become idle themselves improve the overall efficiency of the line.

Suggested Citation

  • Stephen G. Powell & Kenneth L. Schultz, 2004. "Throughput in Serial Lines with State-Dependent Behavior," Management Science, INFORMS, vol. 50(8), pages 1095-1105, August.
    • Handle: RePEc:inm:ormnsc:v:50:y:2004:i:8:p:1095-1105
    DOI: 10.1287/mnsc.1040.0233
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    References listed on IDEAS

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    1. Kenneth L. Schultz & David C. Juran & John W. Boudreau & John O. McClain & L. Joseph Thomas, 1998. "Modeling and Worker Motivation in JIT Production Systems," Management Science, INFORMS, vol. 44(12-Part-1), pages 1595-1607, December.
    2. Gordon C. Hunt, 1956. "Sequential Arrays of Waiting Lines," Operations Research, INFORMS, vol. 4(6), pages 674-683, December.
    3. Leslie C. Edie, 1954. "Traffic Delays at Toll Booths," Operations Research, INFORMS, vol. 2(2), pages 107-138, May.
    4. Kenneth L. Schultz & David C. Juran & John W. Boudreau, 1999. "The Effects of Low Inventory on the Development of Productivity Norms," Management Science, INFORMS, vol. 45(12), pages 1664-1678, December.
    5. Latham, Gary P. & Locke, Edwin A., 1991. "Self-regulation through goal setting," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 212-247, December.
    6. Kevin B. Hendricks & John O. McClain, 1993. "The Output Process of Serial Production Lines of General Machines with Finite Buffers," Management Science, INFORMS, vol. 39(10), pages 1194-1201, October.
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    Cited by:

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