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The Future of Crowd Work

TLDR
In this paper, the authors outline a framework that will enable crowd work that is complex, collaborative, and sustainable, and lay out research challenges in twelve major areas: workflow, task assignment, hierarchy, real-time response, synchronous collaboration, quality control, crowds guiding AIs, AIs guiding crowds, platforms, job design, reputation, and motivation.
Abstract
Paid crowd work offers remarkable opportunities for improving productivity, social mobility, and the global economy by engaging a geographically distributed workforce to complete complex tasks on demand and at scale. But it is also possible that crowd work will fail to achieve its potential, focusing on assembly-line piecework. Can we foresee a future crowd workplace in which we would want our children to participate? This paper frames the major challenges that stand in the way of this goal. Drawing on theory from organizational behavior and distributed computing, as well as direct feedback from workers, we outline a framework that will enable crowd work that is complex, collaborative, and sustainable. The framework lays out research challenges in twelve major areas: workflow, task assignment, hierarchy, real-time response, synchronous collaboration, quality control, crowds guiding AIs, AIs guiding crowds, platforms, job design, reputation, and motivation.

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The rise of the 'just-in-time workforce': On-demand work, crowdwork and labour protection in the 'gig-economy'

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Algorithms at Work: The New Contested Terrain of Control

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Peer and self assessment in massive online classes

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Proceedings ArticleDOI

Being a turker

TL;DR: An ethnomethodological analysis of publicly available content on Turker Nation, a general forum for Amazon Mechanical Turk (AMT) users, provides novel depth and detail on how theTurker Nation members operate as economic actors, working out which Requesters and jobs are worthwhile to them.
Proceedings ArticleDOI

We Are Dynamo: Overcoming Stalling and Friction in Collective Action for Crowd Workers

TL;DR: Dynamo, a platform to support the Mechanical Turk community in forming publics around issues and then mobilizing, finds that collective action publics tread a precariously narrow path between the twin perils of stalling and friction, balancing with each step between losing momentum and flaring into acrimony.
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