Silence of crowdworkers—reasons and implications for work conditions and quality

Lars Osterbrink, P. Alpar
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引用次数: 1

Abstract

Abstract Microtasks accomplished by humans are used in many corners of the Internet. They help to make decisions where it is not possible to rely on algorithms (yet) like insult detection or fake reviews. People conducting crowdwork, crowdworkers, are often recruited via platforms where employers have more power than crowdworkers. This is sometimes misused by offering poor work conditions, which can lead to poor work quality. Online feedback systems (OFS) can discipline employers to improve work conditions and subsequently work quality. Unfortunately, the majority of crowdworkers do not contribute to an OFS and remain silent. We develop and test a model based on self-determination theory with PLS-SEM to explain their silence. Perceived cost and perceived non-relevance are deterrents to contributions. However, satisfaction in helping others and the wish to belong to the community are significant motivational factors, which could be used in the design of an OFS to foster crowdworkers’ contributions.
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众包工人的沉默——对工作条件和质量的原因和影响
人工完成的微任务在互联网的各个角落都有应用。它们有助于在不可能依赖(目前)算法(如侮辱检测或虚假评论)的情况下做出决定。从事众包工作的人,即众包工作者,通常是通过雇主比众包工作者更有权力的平台招募的。这有时被滥用为提供恶劣的工作条件,从而导致工作质量低下。在线反馈系统(OFS)可以约束雇主改善工作条件,进而提高工作质量。不幸的是,大多数众包工作者并没有为OFS做出贡献,而是保持沉默。我们开发并测试了基于自我决定理论的PLS-SEM模型来解释他们的沉默。感知成本和感知不相关性会阻碍贡献。然而,帮助他人的满足感和属于社区的愿望是重要的激励因素,可以在OFS的设计中使用,以促进众包工作者的贡献。
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来源期刊
CiteScore
2.60
自引率
14.30%
发文量
13
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