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Related papers: Digital Labor: Challenges, Ethical Insights, and I…

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AI generates both enthusiasm and disillusionment, with promises that often go unfulfilled. It is therefore not surprising that human labor, which is its fundamental component, is also subject to these same deceptions. The development of…

Human-Computer Interaction · Computer Science 2024-10-08 Matheus Viana Braz , Paola Tubaro , Antonio A. Casilli

Work must be reshaped in the upcoming new era characterized by new challenges and the presence of new technologies and computational tools. Over-automation seems to be the driver of the digitalization process. Substitution is the paradigm…

Computers and Society · Computer Science 2021-04-07 David Pastor-Escuredo

The technical progression of artificial intelligence (AI) research has been built on breakthroughs in fields such as computer science, statistics, and mathematics. However, in the past decade AI researchers have increasingly looked to the…

Computers and Society · Computer Science 2023-06-06 Will Hawkins , Brent Mittelstadt

We contribute empirical and conceptual insights regarding the roles of digital labor platforms in online freelancing, focusing attention to social identities such as gender, race, ethnicity, and occupation. Findings highlight how digital…

Human-Computer Interaction · Computer Science 2023-10-02 Isabel Munoz , Pyeonghwa Kim , Clea O'Neil , Michael Dunn , Steve Sawyer

Crowd work has the potential of helping the financial recovery of regions traditionally plagued by a lack of economic opportunities, e.g., rural areas. However, we currently have limited information about the challenges facing crowd…

Human-Computer Interaction · Computer Science 2021-01-01 Claudia Flores-Saviaga , Yuwen Li , Benjamin V. Hanrahan , Jeffrey Bigham , Saiph Savage

Ride-sharing platforms like Uber market themselves as enabling `flexibility' for their workforce, meaning that drivers are expected to anticipate when and where the algorithm will allocate them jobs, and how well remunerated those jobs will…

Computers and Society · Computer Science 2025-06-19 Reuben Binns , Jake Stein , Siddhartha Datta , Max Van Kleek , Nigel Shadbolt

The proliferating adoption of platform-based gig work increasingly raises concerns for worker conditions. Past studies documented how platforms leveraged design to exploit labor, withheld information to generate power asymmetries, and left…

Computers and Society · Computer Science 2024-12-13 Jane Hsieh , Angie Zhang , Mialy Rasetarinera , Erik Chou , Daniel Ngo , Karen Lightman , Min Kyung Lee , Haiyi Zhu

General-purpose crowdsourcing platforms are increasingly being harnessed for creative work. The platforms' potential for creative work is clearly identified, but the workers' perspectives on such work have not been extensively documented.…

Human-Computer Interaction · Computer Science 2020-01-22 Jonas Oppenlaender , Kristy Milland , Aku Visuri , Panos Ipeirotis , Simo Hosio

The rapid expansion of high-speed internet has led to the emergence of new digital jobs, such as digital influencers, fitness models, and adult models who share content on subscription-based social media platforms. Across two experiments…

Computers and Society · Computer Science 2026-03-31 Paul H. P. Hanel , Gabriel Lins de Holanda Coelho , Jennifer Haase

Crowdsourcing platforms have traditionally been designed with a focus on workstation interfaces, restricting the flexibility that crowdworkers need. Recognizing this limitation and the need for more adaptable platforms, prior research has…

Human-Computer Interaction · Computer Science 2024-09-10 Senjuti Dutta , Rhema Linder , Alex C. Williams , Anastasia Kuzminykh , Scott Ruoti

Digital labor platforms are increasingly used to procure human input, ranging from annotating data and red-teaming AI models, to ride-sharing and food delivery. A central concern in such markets is the ability of platforms to suppress wages…

Human-Computer Interaction · Computer Science 2026-04-20 Ana-Andreea Stoica , Celestine Mendler-Duenner , Moritz Hardt

Platform laborers play an indispensable yet hidden role in building and sustaining AI systems. Drawing on an eight-month ethnography of Bangladesh's platform labor industry and inspired by Gray and Suri, we conceptualize Ghostcrafting AI to…

Human-Computer Interaction · Computer Science 2025-12-29 ATM Mizanur Rahman , Sharifa Sultana

We investigate the feasibility of obtaining highly trustworthy results using crowdsourcing on complex engineering tasks. Crowdsourcing is increasingly seen as a potentially powerful way of increasing the supply of labor for solving…

Social and Information Networks · Computer Science 2014-07-01 Matthew Staffelbach , Peter Sempolinski , David Hachen , Ahsan Kareem , Tracy Kijewski-Correa , Douglas Thain , Daniel Wei , Greg Madey

Workers in crowd markets struggle to earn a living. One reason for this is that it is difficult for workers to accurately gauge the hourly wages of microtasks, and they consequently end up performing labor with little pay. In general,…

Human-Computer Interaction · Computer Science 2019-03-19 Susumu Saito , Chun-Wei Chiang , Saiph Savage , Teppei Nakano , Tetsunori Kobayashi , Jeffrey Bigham

The wide adoption of platformized work has generated remarkable advancements in the labor patterns and mobility of modern society. Underpinning such progress, gig workers are exposed to unprecedented challenges and accountabilities: lack of…

Human-Computer Interaction · Computer Science 2025-02-10 Jane Hsieh , Angie Zhang , Sajel Surati , Sijia Xie , Yeshua Ayala , Nithila Sathiya , Tzu-Sheng Kuo , Min Kyung Lee , Haiyi Zhu

We advance gender-inclusive research within the CSCW field by investigating the long-term gendered experiences of online freelancers on digital labor platforms. The prevalence of gender-based inequalities has attracted significant attention…

Human-Computer Interaction · Computer Science 2025-08-12 Pyeonghwa Kim , Steve Sawyer , Michael Dunn

As the digital economy grows increasingly intangible, traditional productivity measures struggle to capture the true economic impact of artificial intelligence (AI). AI systems capable of cognitive work significantly enhance productivity,…

Theoretical Economics · Economics 2025-05-15 Alex Farach , Alexia Cambon , Jared Spataro

Platform-based laborers face unprecedented challenges and working conditions that result from algorithmic opacity, insufficient data transparency, and unclear policies and regulations. The CSCW and HCI communities increasingly turn to…

Generative AI is altering work processes, task composition, and organizational design, yet its effects on employment and the macroeconomy remain unresolved. In this review, we synthesize theory and empirical evidence at three levels. First,…

General Economics · Economics 2025-09-22 R. Maria del Rio-Chanona , Ekkehard Ernst , Rossana Merola , Daniel Samaan , Ole Teutloff

The current hype around artificial intelligence (AI) conceals the substantial human intervention underlying its development. This article lifts the veil on the precarious and low-paid 'data workers' who prepare data to train, test, check,…

Computers and Society · Computer Science 2025-02-11 Paola Tubaro , Antonio A. Casilli , Mariana Fernández Massi , Julieta Longo , Juana Torres-Cierpe , Matheus Viana Braz