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Inspiring crowdsourcing communities to create novel solutions: Competition design and the mediating role of trust

机译:激发众包社区创造新颖的解决方案:竞争设计和信任的中介作用

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摘要

Online communities have become an important source for knowledge and new ideas. However, little is known about how to create a compelling virtual experience to inspire individuals to make novel contributions. This examination is crucial as participants' time and attention have become increasingly scarce resources in an ever more crowded online space. Drawing from the motivation through job design theory, we develop and test a research framework to examine how motivation can be influenced or triggered by competition design characteristics to drive creativity in crowdsourcing communities. Specifically, we investigate the importance of task and knowledge design dimensions in eliciting levels of motivation leading to creative efforts. Additionally, we consider the mediating influence of trust in driving knowledge contribution behaviour. Our hypothesising suggests that trust in the hosting platform reduces uncertainty and fosters knowledge exchange. Based on an empirical study of Kaggle's data scientists community, it reveals that intrinsic motivation exerts a strong effect on participation intention, which in turn positively impacts participant's creative efforts. Highly autonomous competitions with special emphasis on problem solving that require solvers to perform a variety of tasks will further challenge contestants to apply their abilities and skills leading to greater enjoyment and sense of competence. Our findings provide important implications for Web platform managers for the successful management of crowdsourcing communities. (C) 2016 Elsevier Inc All rights reserved.
机译:在线社区已成为获取知识和新想法的重要来源。但是,关于如何创建引人注目的虚拟体验以激发个人做出新颖贡献的知识鲜为人知。由于参与者的时间和注意力在越来越拥挤的在线空间中变得越来越稀缺,因此这项检查至关重要。从工作设计理论的动机出发,我们开发并测试了一个研究框架,以检验竞争设计特征如何影响或触发动机,以推动众包社区的创造力。具体来说,我们调查任务和知识设计维度在激发导致创造性努力的动机水平方面的重要性。此外,我们考虑了信任对推动知识贡献行为的中介影响。我们的假设表明,对托管平台的信任减少了不确定性并促进了知识交流。基于对Kaggle数据科学家社区的实证研究,它揭示了内在动机对参与意向产生了强烈影响,进而对参与者的创造力产生了积极影响。高度自动化的竞赛特别强调解决问题的能力,要求解决者执行各种任务,这将进一步挑战参赛者的能力和技能,从而带来更大的乐趣和能力感。我们的发现为Web平台经理成功管理众包社区提供了重要的启示。 (C)2016 Elsevier Inc保留所有权利。

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