Quality improvement methods are essential to gathering high-quality crowdsourced data,
both for research and industry applications. A popular and broadly applicable method is task …

Crowdsourcing markets provide workers with a centralized place to find paid work. What
may not be obvious at first glance is that, in addition to the work they do for pay, crowd …

We present POTATO, the Portable text annotation tool, a free, fully open-sourced annotation
system that 1) supports labeling many types of text and multimodal data; 2) offers easy-to …

The nature of gig work–temporary, task-based work that is facilitated by applications and
platforms–lacks the structural, interpersonal, and organizational dynamics of leadership …

We present the results of a survey fielded in June of 2022 as a lens to examine recent data
reliability issues on Amazon Mechanical Turk. We contrast bad data from this survey with …

Online freelancing platforms, such as Upwork, hold great promise in enabling flexible work
opportunities where freelancers can combine their work with other life responsibilities …

In recent years, the increasing concern about the labour market implications of technological
change has led economists to look in more detail at the structure of work content and job …

Crowd markets have traditionally limited workers by not providing transparency information
concerning which tasks pay fairly or which requesters are unreliable. Researchers believe …

Task management tools allow people to record, track, and manage task-related information
across their work and personal contexts. As work contexts have shifted amid the COVID-19 …

In recent years, the increasing concern about the labour market implications of technological
change has led economists to look in more detail at the structure of work content and job …