众包工人的沉默——对工作条件和质量的原因和影响

IF 1.1 Q4 MANAGEMENT
Lars Osterbrink, P. Alpar
{"title":"众包工人的沉默——对工作条件和质量的原因和影响","authors":"Lars Osterbrink, P. Alpar","doi":"10.1080/00208825.2021.1927311","DOIUrl":null,"url":null,"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.","PeriodicalId":55644,"journal":{"name":"INTERNATIONAL STUDIES OF MANAGEMENT & ORGANIZATION","volume":"85 1","pages":"136 - 161"},"PeriodicalIF":1.1000,"publicationDate":"2021-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Silence of crowdworkers—reasons and implications for work conditions and quality\",\"authors\":\"Lars Osterbrink, P. Alpar\",\"doi\":\"10.1080/00208825.2021.1927311\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":55644,\"journal\":{\"name\":\"INTERNATIONAL STUDIES OF MANAGEMENT & ORGANIZATION\",\"volume\":\"85 1\",\"pages\":\"136 - 161\"},\"PeriodicalIF\":1.1000,\"publicationDate\":\"2021-04-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"INTERNATIONAL STUDIES OF MANAGEMENT & ORGANIZATION\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/00208825.2021.1927311\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"MANAGEMENT\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"INTERNATIONAL STUDIES OF MANAGEMENT & ORGANIZATION","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/00208825.2021.1927311","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"MANAGEMENT","Score":null,"Total":0}
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
2.60
自引率
14.30%
发文量
13
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信