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Responsible research with crowds: pay crowdworkers at least minimum wage

M. S. Silberman, B. Tomlinson, R. LaPlante, J. Ross, L. Irani & A. Zaldivar

Communications of the Acm 61 (3):39-41 (2018)

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The Ethics of AI Ethics: An Evaluation of Guidelines.Thilo Hagendorff - 2020 - Minds and Machines 30 (1):99-120.details Current advances in research, development and application of artificial intelligence systems have yielded a far-reaching discourse on AI ethics. In consequence, a number of ethics guidelines have been released in recent years. These guidelines comprise normative principles and recommendations aimed to harness the “disruptive” potentials of new AI technologies. Designed as a semi-systematic evaluation, this paper analyzes and compares 22 guidelines, highlighting overlaps but also omissions. As a result, I give a detailed overview of the field of AI ethics. Finally, (...) Download Export citation Bookmark 150 citations
The original sin of crowd work for human subjects research.Huichuan Xia - 2022 - Journal of Information, Communication and Ethics in Society 20 (3):374-387.details Purpose Academic scholars have leveraged crowd work platforms such as Amazon Mechanical Turk for human subjects research for almost two decades. However, few scholars have reflected or questioned this mode of academic research. This paper aims to examine three fundamental problems of crowd work and elaborates on their lasting effects on impacting the validity and quality of human subjects research on crowd work. Design/methodology/approach` A critical analysis is conducted on the characteristics of crowd work, and three fundamental problems of crowd (...) Download Export citation Bookmark
Addressing labour exploitation in the data science pipeline: views of precarious US-based crowdworkers on adversarial and co-operative interventions.Jo Bates, Elli Gerakopoulou & Alessandro Checco - 2023 - Journal of Information, Communication and Ethics in Society 21 (3):342-357.details Purpose Underlying much recent development in data science and artificial intelligence (AI) is a dependence on the labour of precarious crowdworkers via platforms such as Amazon Mechanical Turk. These platforms have been widely critiqued for their exploitative labour relations, and over recent years, there have been various efforts by academic researchers to develop interventions aimed at improving labour conditions. The aim of this paper is to explore US-based crowdworkers’ views on two proposed interventions: a browser plugin that detects automated quality (...) Download Export citation Bookmark 1 citation

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