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Does Money Talk? The Impact of Monetary Incentives on User-Generated Content Contributions

机译:钱谈吗? 货币激励对用户生成内容贡献的影响

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摘要

Many platforms use monetary incentives to encourage user-generated content (UGC) contributions. However, empirical studies report contradictory findings: monetary incentives may either increase or decrease contribution. To understand the underlying mechanisms, we build a theoretical model where four types of contributors (classified by whether they contribute without monetary incentive and whether they are effective in attracting audience) compete for the audience. We identify two crowding out effects: (1) motivation crowding out, where the introduction of a monetary incentive reduces the non-money-driven contributors' motivation to contribute (e.g., contributors may worry that they would be viewed as greedy), so they reduce their effort or even stop contributing; and (2) competition crowding out, where the low-effectiveness contributors reduce their effort or even stop contributing because of intensified competition when the monetary incentive increases. Under the influence of these two crowding-out effects, the impact of a monetary incentive on the contributors' participation and on their total content volume is not monotonic. As a result, different equilibrium outcomes emerge as the monetary incentive increases. We also extend our model to the case where the number of contributors in each type could be different and identify more complicated crowding-out phenomena. Our findings offer guidelines for designing monetary incentive schemes for online UGC platforms.
机译:许多平台使用货币激励措施来鼓励用户生成的内容(UGC)贡献。但是,实证研究报告矛盾调查结果:货币激励措施可以增加或减少贡献。要了解潜在的机制,我们建立一个理论模型,其中四种类型的贡献者(如果他们在没有货币激励的情况下贡献,以及他们是否有效地吸引受众)竞争。我们识别两种挤出效果:(1)动机挤出,在那里引入货币奖励减少了非金钱驱动的贡献者的贡献动机(例如,贡献者可能担心他们将被视为贪婪),所以他们减少他们的努力甚至停止贡献; (2)竞争挤出,低效贡献者在货币激励增加时竞争降低了他们的努力甚至停止贡献。在这两个拥挤效应的影响下,货币激励对贡献者参与和总含量体积的影响不是单调的。因此,随着货币激励的增加,不同的均衡结果出现。我们还将我们的模型扩展到每种类型的贡献者的数量可能不同的并识别更复杂的挤出现象。我们的调查结果提供了为在线UGC平台设计货币激励计划的准则。

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