{"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":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"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\":1,\"journal\":{\"name\":\"Accounts of Chemical Research\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2021-04-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Accounts of Chemical Research\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1080/00208825.2021.1927311\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/00208825.2021.1927311","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.