The Data-Production Dispositif
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DOI: 10.1145/3555561
Abstract: Machine learning (ML) depends on data to train and verify models. Very often, organizations outsource processes related to data work (i.e., generating and annotating data and evaluating outputs) through business process outsourcing (BPO) companies and… read more here.
Keywords: data production; production dispositif; dispositif; data work ... See more keywords
Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care
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DOI: 10.1145/3579475
Abstract: Using data and data technologies to support healthcare has drawn significant attention recently. While CSCW and HCI have largely celebrated the tremendous promise of 'data-driven healthcare' in reforming the healthcare sector, this paper reveals 'labor-driven… read more here.
Keywords: long term; driven long; care; data driven ... See more keywords
Enacting Data Feminism in Advocacy Data Work
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DOI: 10.1145/3579480
Abstract: In this paper, we present the results of a study that examines the role of data in nonprofit advocacy work. We conducted semi-structured interviews with 25 individuals who play critical roles in the data work… read more here.
Keywords: work; data work; advocacy data; enacting data ... See more keywords
Data work in healthcare: An Introduction
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DOI: 10.1177/1460458219864730
Abstract: Healthcare organizations across the globe are currently grappling to implement tools and practices to transform data from “refuse to riches,” a movement propelled by mass adoption of electronic health records (EHRs), sensors, and servers that… read more here.
Keywords: data work; work; work healthcare; healthcare introduction ... See more keywords