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Solvers' participation in crowdsourcing platforms: Examining the impacts of trust, and benefit and cost factors

机译:Solvers对众包平台的参与:检查信任,收益和成本因素的影响

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摘要

Organizations are increasingly crowdsourcing their tasks to unknown individual workers, i.e., solvers. Solvers' participation is critical to the success of crowdsourcing activities. However, challenges exist in attracting solvers to participate in crowdsourcing. In this regard, prior research has mainly investigated the influences of benefit factors on solvers' intention to participate in crowdsourcing. Thus, there is a lack of understanding of the cost factors that influence actual participation behavior, in conjunction with the benefits. Additionally, the role of trust in the cost-benefit analysis remains to be explored. Motivated thus, based on social exchange theory and context-related literature, we develop a model to explain the impacts of benefit and cost factors as well as trust on solver participation behavior in crowdsourcing. The model was tested using survey and archival data from 156 solvers on. a large crowdsourcing platform. As hypothesized, monetary reward, skill enhancement, work autonomy, enjoyment, and trust were found to positively affect solvers' participation in crowdsourcing, while cognitive effort negatively affects their participation. In addition, it was found that monetary reward positively affects trust (trust partially mediates its effect on participation behavior), while loss of knowledge power negatively affects trust. The theoretical contributions and practical implications of the study are discussed. (C) 2017 Elsevier B.V. All rights reserved.
机译:组织越来越多地将其任务外包给未知的单个工人,即求解器。解决者的参与对于众包活动的成功至关重要。但是,在吸引求解器参与众包方面存在挑战。在这方面,先前的研究主要研究了利益因素对求解者参与众包意图的影响。因此,缺乏对影响实际参与行为的成本因素以及收益的理解。此外,信任在成本效益分析中的作用还有待探索。因此,基于社会交换理论和上下文相关的文献,我们建立了一个模型来解释收益和成本因素以及信任对众包中解决者参与行为的影响。使用来自156个求解器的调查和档案数据对模型进行了测试。大型众包平台。如假设的那样,发现金钱奖励,技能提升,工作自主性,娱乐性和信任度对解决者参与众包有积极影响,而认知努力对他们的参与有负面影响。此外,还发现金钱报酬对信任有正面影响(信任部分地调节了其对参与行为的影响),而知识能力的丧失则对信任产生了负面影响。讨论了这项研究的理论贡献和实际意义。 (C)2017 Elsevier B.V.保留所有权利。

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