众包工人的沉默——对工作条件和质量的原因和影响

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Lars Osterbrink, P. Alpar
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引用次数: 1

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Silence of crowdworkers—reasons and implications for work conditions and quality
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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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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