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Research on Information Transmission on Co-Innovation Platforms

机译:协同创新平台上的信息传递研究

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The failure of a firm's product innovation is mainly due to the mismatch of the product attributes with consumers' preferences. Since consumers' preferences are private, firms try to build some co-innovation platforms so that they can infer consumers' preferences in the process of communicating with consumers on such platforms. This paper models the information transmission process as a signaling game, where a (representative) consumer with two types (N and O) reports his/her preference to a firm via two signals (sn and so). Here, type-N (type-O) indicates that the consumer really likes a innovative (an original) product while signal sn (so) means that the consumer says that he/she likes the innovative (original) product. We identity conditions under which the consumer is willing to truthfully convey his/her preference type to the firm (perhaps via different signals) in the sense of a separate perfect Bayesian equilibriums (PBEs). When the consumer's extra participation utility goes beyond a threshold, the separating equilibrium reveals that type-N (type-O) consumer sends the signal sn (so), no matter how large the reputational loss is. When the reputational loss is low enough, the separating equilibrium reveals that type-N (type-O) consumer sends the signal sn (so), no matter how large the extra utility is. These results reveal the information transmission role of product co-innovation platforms in facilitating the match between product attributes and consumers' preferences and thus reducing the failure possibility of product innovation.
机译:公司产品创新的失败主要归因于产品属性与消费者偏好的不匹配。由于消费者的偏好是私人的,因此公司尝试构建一些共同创新平台,以便他们可以在与此类平台上的消费者进行交流的过程中推断出消费者的偏好。本文将信息传输过程建模为一个信号博弈,其中具有(N和O)两种类型的(代表)消费者通过两个信号(sn等)向公司报告他/她的偏好。在这里,N型(O型)表示消费者确实喜欢创新(原始)产品,而信号sn(所以)表示消费者说他/她喜欢创新(原始)产品。我们确定条件,在这种条件下,消费者愿意在单独的完美贝叶斯均衡(PBE)的意义上真实地(可能通过不同的信号)将自己的偏好类型传达给公司。当消费者的额外参与效用超过阈值时,分离的均衡表明,无论声誉损失有多大,N型(O型)消费者都会发送信号sn(so)。当声誉损失足够低时,分离均衡表明,无论额外效用有多大,N型(O型)消费者都会发送信号sn(so)。这些结果揭示了产品协同创新平台在促进产品属性与消费者偏好之间的匹配方面的信息传递作用,从而降低了产品创新失败的可能性。

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