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Responsible research with crowds: pay crowdworkers at least minimum wage

Published: 21 February 2018 Publication History

Abstract

High-level guidelines for the treatment of crowdworkers.

References

[1]
Bederson, B. and Quinn. A.J. Web workers unite! Addressing challenges of online laborers. In Proceedings of CHI '11 EA (2011), 97--106.
[2]
Berg, J. Income security in the on-demand economy: Findings and policy lessons from a survey of crowdworkers. Comparative Labor Law & Policy Journal 37, 3 (2016).
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Farrell, D. and Greig, F. Paychecks, paydays, and the online platform economy: Big data on income volatility. JP Morgan Chase Institute, 2016.
[4]
Harris, M. Amazon's Mechanical Turk workers protest: 'I am a human being, not an algorithm.' The Guardian (Dec. 3, 2014); http://bit.ly/2EcZvMS.
[5]
Hitlin, P. Research in the crowdsourcing age, a case study. Pew Research Center, July 2016.
[6]
Litman, L., Robinson, J., and Rosenzweig, C. The relationship between motivation, monetary compensation, and data quality among U.S.- and India-based workers on Mechanical Turk. Behavior Research Methods 47, 2 (Feb. 2015), 519--528.
[7]
Martin, D. et al. Turking in a global labour market. Computer Supported Cooperative Work 25, 1 (Jan. 2016), 39--77.
[8]
Michelucci, P. and Dickinson, J.L. The power of crowds. Science 351, 6268 (2016), 32--33.
[9]
Salehi, N. et al., Eds. Guidelines for Academic Requesters---WeAreDynamo Wiki (2014); http://bit.ly/1q6pY33.
[10]
Silberman, M. et al. Stop citing Ross et al. 2010, 'Who are the crowdworkers?'; http://bit.ly/2FkrObs.
[11]
Vakharia, D. and Lease, M. Beyond Mechanical Turk: An analysis of paid crowd work platforms. In Proceedings of iConference 2015. (2015).

Cited By

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  • (2024)A Culturally-Aware AI Tool for Crowdworkers: Leveraging Chronemics to Support Diverse Work StylesProceedings of the ACM on Human-Computer Interaction10.1145/36868998:CSCW2(1-34)Online publication date: 8-Nov-2024
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    Published In

    cover image Communications of the ACM
    Communications of the ACM  Volume 61, Issue 3
    March 2018
    107 pages
    ISSN:0001-0782
    EISSN:1557-7317
    DOI:10.1145/3190347
    Issue’s Table of Contents
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 21 February 2018
    Published in CACM Volume 61, Issue 3

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    Cited By

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    • (2024)Too Little, Too Late? How Policymakers and Regulators Respond to the Business Model Innovations of Digital FirmsAcademy of Management Perspectives10.5465/amp.2022.0233Online publication date: 8-Apr-2024
    • (2024)Is Alexa Happy or Angry? Perceptions and Attributions of Emotional Displays of Smart Technologies in Residential HomesSustainability10.3390/su1607272116:7(2721)Online publication date: 26-Mar-2024
    • (2024)A Culturally-Aware AI Tool for Crowdworkers: Leveraging Chronemics to Support Diverse Work StylesProceedings of the ACM on Human-Computer Interaction10.1145/36868998:CSCW2(1-34)Online publication date: 8-Nov-2024
    • (2024)Toward Effective Communication of AI-Based Decisions in Assistive Tools: Conveying Confidence and Doubt to People with Visual Impairments at Accelerated SpeechProceedings of the 21st International Web for All Conference10.1145/3677846.3677862(177-189)Online publication date: 13-May-2024
    • (2024)The State of Pilot Study Reporting in Crowdsourcing: A Reflection on Best Practices and GuidelinesProceedings of the ACM on Human-Computer Interaction10.1145/36410238:CSCW1(1-45)Online publication date: 26-Apr-2024
    • (2024)The Impact of Perceived Tone, Age, and Gender on Voice Assistant Persuasiveness in the Context of Product RecommendationsProceedings of the 6th ACM Conference on Conversational User Interfaces10.1145/3640794.3665545(1-15)Online publication date: 8-Jul-2024
    • (2024)BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality AssessmentIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2024.336652234:7(6347-6362)Online publication date: 1-Jul-2024
    • (2024)Necessary but not sufficient – examining the Belmont principles’ application in social and behavioral research ethics from a Confucian perspectiveJournal of Information, Communication and Ethics in Society10.1108/JICES-01-2024-0011Online publication date: 28-Nov-2024
    • (2024)Undue Influence or Exploitation — A Qualitative Inquiry into an Ethical Dilemma Around Payment in Crowd Work-Based Research in the U.S.Computer Supported Cooperative Work10.1007/s10606-023-09472-933:3(329-369)Online publication date: 1-Sep-2024
    • (2024)Trustworthy human computation: a surveyArtificial Intelligence Review10.1007/s10462-024-10974-157:12Online publication date: 12-Oct-2024
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