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Finding a Needle in a Haystack: The Effects of Searching and Learning on Pick-Worker Performance

Author

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  • Robert J. Batt

    (Wisconsin School of Business, University of Wisconsin–Madison, Madison, Wisconsin 53706)

  • Santiago Gallino

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

Abstract

The rise in online and multichannel retailing has pushed retailers to give increased attention to their order-fulfillment operations. We study “chaotic storage” fulfillment systems in which dissimilar items are stored together in a single location. This necessitates a searching task as part of the picking process, which has not been previously studied. We show that pick times increase by as much as 16% as the searching task becomes more difficult. However, the deleterious effect of searching decreases with pick-worker experience. Using simulation, we show that pick times can be improved by incorporating distance, bin density, and picker experience into pick assignments and pick routing. Through properly combining the details of the task and the workers, order-fulfillment productivity can be increased by approximately 5%. This paper was accepted by Vishal Gaur, operations management.

Suggested Citation

  • Robert J. Batt & Santiago Gallino, 2019. "Finding a Needle in a Haystack: The Effects of Searching and Learning on Pick-Worker Performance," Management Science, INFORMS, vol. 67(6), pages 2624-2645, June.
    • Handle: RePEc:inm:ormnsc:v:65:y:2019:i:6:p:2624-2645
    DOI: 10.1287/mnsc.2018.3059
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    Cited by:

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    2. Loske, Dominic & Klumpp, Matthias & Grosse, Eric H. & Modica, Tiziana & Glock, Christoph H., 2023. "Storage systems’ impact on order picking time: An empirical economic analysis of flow-rack storage systems," International Journal of Production Economics, Elsevier, vol. 261(C).

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