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创新竞赛中社会声誉特征的影响:来自自然实验的证据

The Impact of Social Reputation Features in Innovation Tournaments: Evidence from a Natural Experiment

Information Systems Research · 2022
被引 17
人大 AFT50UTD24ABS 4*

中文导读

研究数字平台(如Kaggle)的社会声誉功能如何提升用户提交解决方案的质量,建议平台重视此类设计,并提醒企业注意平台设计变化对自身收益的影响。

Abstract

With firms increasingly relying on external knowledge resources for solving complex problems, the role of digital platforms, which make this external search efficient, has become significant. For such platforms, of which Kaggle is an example, a perennial challenge is to elicit high-quality solutions from their voluntary contributors. To this end, our work underscores the importance of platform-wide design decisions for the quality of solutions that the platform's users generate. We show that a social feature that offers reputational gain may lead to significant quality improvements. Therefore, we recommend that platforms should view such features more favorably and include them. In addition, our work also suggests that firms that are using digital platforms to engage with external knowledge sources should time their activities, keeping in mind platform-wide design changes given that such changes can directly impact the firm's surplus.

创新管理数字平台知识管理声誉机制