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Resource allocation under demand uncertainty and private information

Publication ,  Journal Article
Belloni, A; Lopomo, G; Wang, S
Published in: Management Science
December 1, 2017

We study the effect of multilateral private information on the efficiency of markets where capacity-constrained upstream agents supply a resource to downstream entities facing uncertain end-demands. We analyze two models: a "pooling system," in which a single downstream principal pools a resource from multiple upstream agents; and a "distribution system," in which one upstream principal allocates a resource across multiple downstream agents. We show that the presence of multilateral private information does not hinder efficiency in the pooling system. In contrast, in the distribution system, the quantities allocated to downstream agents can exceed, as well as fall short of, their first-best levels. These results shed light on the recently improved performance of U.S. agricultural produce market, and the observed episodes of shortages/oversupplies in flu vaccine and other seasonal markets.

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Published In

Management Science

DOI

EISSN

1526-5501

ISSN

0025-1909

Publication Date

December 1, 2017

Volume

63

Issue

12

Start / End Page

4219 / 4235

Related Subject Headings

  • Operations Research
  • 46 Information and computing sciences
  • 38 Economics
  • 35 Commerce, management, tourism and services
  • 15 Commerce, Management, Tourism and Services
  • 08 Information and Computing Sciences
 

Citation

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Belloni, A., Lopomo, G., & Wang, S. (2017). Resource allocation under demand uncertainty and private information. Management Science, 63(12), 4219–4235. https://doi.org/10.1287/mnsc.2016.2574
Belloni, A., G. Lopomo, and S. Wang. “Resource allocation under demand uncertainty and private information.” Management Science 63, no. 12 (December 1, 2017): 4219–35. https://doi.org/10.1287/mnsc.2016.2574.
Belloni A, Lopomo G, Wang S. Resource allocation under demand uncertainty and private information. Management Science. 2017 Dec 1;63(12):4219–35.
Belloni, A., et al. “Resource allocation under demand uncertainty and private information.” Management Science, vol. 63, no. 12, Dec. 2017, pp. 4219–35. Scopus, doi:10.1287/mnsc.2016.2574.
Belloni A, Lopomo G, Wang S. Resource allocation under demand uncertainty and private information. Management Science. 2017 Dec 1;63(12):4219–4235.

Published In

Management Science

DOI

EISSN

1526-5501

ISSN

0025-1909

Publication Date

December 1, 2017

Volume

63

Issue

12

Start / End Page

4219 / 4235

Related Subject Headings

  • Operations Research
  • 46 Information and computing sciences
  • 38 Economics
  • 35 Commerce, management, tourism and services
  • 15 Commerce, Management, Tourism and Services
  • 08 Information and Computing Sciences