Economic Analysis of Blockchain Technology on Digital Platform Market

Hyojung Lee, Kiwoon Sung, Kyusang Lee, Jaeseok Lee, Seungjai Min
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引用次数: 9

Abstract

Blockchain technology on the platform business becomes a new paradigm which gets security, irreversibility, and trustfulness closer to both of clients and service providers (SPs) for providing a better quality of service. To provide an economic analysis of such blockchain-based platform business, a game theoretic approach is used to model a competitive market against the incumbent platform operated by a centralizer as a trusted third party. In this market, the platforms behave as a mediator to deliver the services provided by SPs to clients. The crucial factors for the success of blockchain-based platform business are (i) how SPs' participation is reflected on its quality of service (QoS) and (ii) how to incentivize SPs to contribute their resources such as computing/storage infrastructure. In our game formulation, a non-cooperative two-stage dynamic game is used, where the first stage models how to incentivize SPs in a blockchain-based platform and the second stage models the competition between platforms to attract clients. As a result, we provide an equilibrium analysis, which gives a useful insight into how much the service quality of blockchain-based platform affects the competition between platforms and the equilibrium incentive strategy for SPs. Moreover, our numerical analysis shows that the equilibrium incentive increases with proportional to the QoS of a blockchain-based platform whereas the incentive becomes negative if it provides a non-increasing QoS with the number of participated SPs.
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区块链技术在数字平台市场上的经济分析
区块链技术在平台业务中成为一种新的范例,它使客户和服务提供商(sp)更接近安全性、不可逆性和可信度,从而提供更好的服务质量。为了对这种基于区块链的平台业务进行经济分析,采用博弈论方法对由中心化者作为可信第三方运营的现有平台进行竞争市场建模。在这个市场中,平台充当中介,将服务提供商提供的服务交付给客户。基于区块链的平台业务成功的关键因素是:(i)服务提供商的参与如何反映在其服务质量(QoS)上,以及(ii)如何激励服务提供商贡献其资源,如计算/存储基础设施。在我们的游戏制定中,使用了一个非合作的两阶段动态游戏,其中第一阶段模型如何激励基于区块链的平台中的sp,第二阶段模型平台之间的竞争以吸引客户。因此,我们提供了一个均衡分析,它为基于区块链的平台的服务质量对平台之间的竞争和sp的均衡激励策略的影响程度提供了有用的见解。此外,我们的数值分析表明,均衡激励与基于区块链的平台的QoS成正比增加,而如果它提供的QoS随着参与sp的数量而不增加,则激励变为负值。
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