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What is Shapley Value

Encyclopedia of Information Science and Technology, Fourth Edition
A game theory concept aimed at the ‘fair’ allocation of the collective costs or profits (savings) between several collaborative participants. It is based on allocating the costs to the cooperating participants proportionally to the marginal contributions of each participant that is averaged over all possible combinations in which participants can cooperate.
Published in Chapter:
The Concept of the Shapley Value and the Cost Allocation Between Cooperating Participants
Alexander Kolker (GE Healthcare, USA)
Copyright: © 2018 |Pages: 13
DOI: 10.4018/978-1-5225-2255-3.ch182
Abstract
The goal of this chapter is to illustrate two mathematical game theory concepts for allocating costs (savings) between cooperating participants, specifically in healthcare settings. These concepts are the nucleolus and the Shapley value. The focus of this chapter is on the practical application of the Shapley value for the cost sharing within the bundled payments model for the episodes of care mandated recently by the Center for Medicare Services (CMS). The general Shapley value methodology is illustrated, as well as an important particular case in which each participant uses only a portion of the largest participant's asset (the so-called airport game). The intended readers are primarily leaders of organizations and hospitals involved in the implementation of the CMS mandated bundled payment model for the episodes of care.
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More Results
Game Theory for Cost Allocation in Healthcare
A game theory concept aimed at the ‘fair’ allocation of the collective costs or profits (savings) between several collaborative participants. It is based on allocating the costs to the cooperating participants proportionally to the marginal contributions of each participant that is averaged over all possible combinations in which participants can cooperate.
Full Text Chapter Download: US $37.50 Add to Cart
Fair Distribution of Collaboration Benefits
A measure of the utility of players in a collaborative or cooperative game, that is, an expression of the added value brought to a consortium by each member when joining the consortium.
Full Text Chapter Download: US $37.50 Add to Cart
The Concept of the Shapley Value and the Cost Allocation Between Cooperating Participants
A game theory concept aimed at the ‘fair’ allocation of the collective costs or profits (savings) between several collaborative participants. It is based on allocating the costs to the cooperating participants proportionally to the marginal contributions of each participant that is averaged over all possible combinations in which participants can cooperate.
Full Text Chapter Download: US $37.50 Add to Cart
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