Strategies for communicating and mitigating algorithmic control on delivery platforms

Aarni Tuomi, Brana Jianu, Maizi Hua, Maartje Roelofsen, Mário Passos Ascenção
{"title":"Strategies for communicating and mitigating algorithmic control on delivery platforms","authors":"Aarni Tuomi, Brana Jianu, Maizi Hua, Maartje Roelofsen, Mário Passos Ascenção","doi":"10.1177/13548565241270908","DOIUrl":null,"url":null,"abstract":"Delivery platforms use algorithmic control mechanisms to control couriers’ work. Despite studies looking at how algorithmic control manifests on different delivery platforms, there is a dearth of research exploring how delivery platforms communicate their approaches to algorithmic control, what kinds of strategies delivery workers adopt to mitigate algorithmic control, and to what extent information regarding such ‘algoactivistic approaches’ is shared among communities of delivery couriers who in many cases are in direct competition with one another. To that end, two studies are conducted. Study 1 analyses five publicly listed delivery companies’ annual reports ( n = 14), highlighting a lack of transparency on how the platforms’ algorithms function. In Study 2, a netnographic approach is used to conduct interviews ( n = 12) and a qualitative analysis of delivery workers’ online discussion forum posts ( n = 830) on the discussion forum Reddit. Four approaches to mitigating algorithmic control are found, and the way these are shared among couriers is considered.","PeriodicalId":47242,"journal":{"name":"Convergence-The International Journal of Research Into New Media Technologies","volume":"32 1","pages":""},"PeriodicalIF":2.4000,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Convergence-The International Journal of Research Into New Media Technologies","FirstCategoryId":"98","ListUrlMain":"https://doi.org/10.1177/13548565241270908","RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMMUNICATION","Score":null,"Total":0}
引用次数: 0

Abstract

Delivery platforms use algorithmic control mechanisms to control couriers’ work. Despite studies looking at how algorithmic control manifests on different delivery platforms, there is a dearth of research exploring how delivery platforms communicate their approaches to algorithmic control, what kinds of strategies delivery workers adopt to mitigate algorithmic control, and to what extent information regarding such ‘algoactivistic approaches’ is shared among communities of delivery couriers who in many cases are in direct competition with one another. To that end, two studies are conducted. Study 1 analyses five publicly listed delivery companies’ annual reports ( n = 14), highlighting a lack of transparency on how the platforms’ algorithms function. In Study 2, a netnographic approach is used to conduct interviews ( n = 12) and a qualitative analysis of delivery workers’ online discussion forum posts ( n = 830) on the discussion forum Reddit. Four approaches to mitigating algorithmic control are found, and the way these are shared among couriers is considered.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
传达和减轻交付平台算法控制的策略
快递平台使用算法控制机制来控制快递员的工作。尽管有研究探讨了算法控制在不同外卖平台上的表现形式,但对于外卖平台如何传达其算法控制方法、外卖配送员采取何种策略来缓解算法控制,以及在很多情况下相互直接竞争的外卖配送员群体之间在多大程度上共享有关此类 "算法控制方法 "的信息,却缺乏研究。为此,我们进行了两项研究。研究 1 分析了五家上市快递公司的年度报告(n = 14),强调了平台算法运作方式缺乏透明度的问题。在研究 2 中,我们采用了网络地理学方法进行访谈(n = 12),并对外卖配送员在讨论论坛 Reddit 上发表的在线讨论帖子(n = 830)进行了定性分析。研究发现了四种减轻算法控制的方法,并考虑了快递员之间分享这些方法的方式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
5.80
自引率
7.10%
发文量
98
期刊最新文献
Managing the visibility of dissent: Stigma, social media, and family relationships among Azerbaijani activists Producing intimacy in virtual reality From permissive to resistive tactics: How audience members engage with and make sense of datafied journalism No Cap: ASCAP and the fragmentation of music publishing Digital placemaking and its discontents: Exploring practices, power relations, and socio-spatial dynamics in Salzburg’s ‘Andräviertel’
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1