Assembling the Case

This study examines caseworkers' and citizens' interactions when assembling resource development applications for citizens with serious health and personal issues. As with other types of welfare schemes, the application serves as a mechanism of both support and control. From our study, we illustrate how an increased reliance on data is transforming the citizen-caseworker interaction in social welfare. We characterize this transformation as 'dataRication': a phenomenon where the increased reliance on data for decision-support across contexts of data production makes it challenging for individual citizens to contest or correct data-born accounts of their situation. Our contribution is two-fold: Rirst, we empirically characterize the citizen-caseworker interaction in the application process. Second, we discuss how citizens' private resourcing complements the formal application process and provides them with strategies to give authority to their case and exercise personal autonomy. The private resourcing practices we observed show how integrating supplementary accounts from citizens into the systems that caseworkers rely on could make citizens' experiences and social context legible. This in turn has policy and technology design implications as public services increasingly introduce data-driven modes of case management.

[1]  Lynn Dombrowski,et al.  Accountability in the Blue-Collar Data-Driven Workplace , 2018, CHI.

[2]  Eric Monteiro,et al.  Social shaping of information infrastructure: on being specific about the technology , 2018, ArXiv.

[3]  S. L. Star,et al.  The Ethnography of Infrastructure , 1999 .

[4]  Per-Anders Hillgren,et al.  Participatory design and "democratizing innovation" , 2010, PDC '10.

[5]  Naja L. Holten Møller Achieving Continuity of Care: A Study of the Challenges in a Danish and a US Hospital Department , 2013, ECSCW.

[6]  KimGang-Hoon,et al.  Big-data applications in the government sector , 2014 .

[7]  Susanne Bødker,et al.  "You Probably Shouldn't Give them Too Much Information" - Supporting Citizen-Government Collaboration , 2011, ECSCW.

[8]  Eric Monteiro,et al.  From Artefacts to Infrastructures , 2013, Computer Supported Cooperative Work (CSCW).

[9]  Pelle Ehn,et al.  Participation in design things , 2008, PDC.

[10]  Madhu C. Reddy,et al.  The Use of Narratives in Medical Work: A Field Study of Physician-Patient Consultations , 2011, ECSCW.

[11]  Silvia Bordin,et al.  Infrastructuring participatory development in information technology , 2014, PDC.

[12]  Helena Karasti,et al.  Community Design: growing one's own information infrastructure , 2008, PDC.

[13]  Janet Davis,et al.  Informing Public Deliberation: Value Sensitive Design of Indicators for a Large-scale Urban Simulation , 2005, ECSCW.

[14]  Thomas T. Hildebrandt,et al.  Modelling Cooperative Work at a Medical Department , 2017, C&T.

[15]  Amy Voida,et al.  Creating friction: infrastructuring civic engagement in everyday life , 2015, Aarhus Conference on Critical Alternatives.

[16]  John Gilliom,et al.  Overseers of the Poor: Surveillance, Resistance, and the Limits of Privacy , 2001 .

[17]  W. Keith Edwards,et al.  Across boundaries of influence and accountability: the multiple scales of public sector information systems , 2010, CHI.

[18]  Jill Palzkill Woelfer,et al.  Improving the safety of homeless young people with mobile phones: values, form and function , 2011, CHI.

[19]  Nina Boulus-Rødje,et al.  In Search for the Perfect Pathway: Supporting Knowledge Work of Welfare Workers , 2018, Computer Supported Cooperative Work (CSCW).

[20]  Janet Vertesi,et al.  Seamful Spaces , 2014 .

[21]  Hannah Lebovits Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor , 2018, Public Integrity.

[22]  David Danks,et al.  Algorithmic Bias in Autonomous Systems , 2017, IJCAI.

[23]  Ina Wagner,et al.  Using Fieldwork in Analyzing Ethical Issues Related to IT in Health Care , 2007, MedInfo.

[24]  Michael Veith Fostering Communities in Urban Multi-Cultural Neighbourhoods , 2009, Handbook of Research on Urban Informatics.

[25]  Paul Dourish,et al.  The human infrastructure of cyberinfrastructure , 2006, CSCW '06.

[26]  Ban Al-Ani,et al.  Bridging between organizations and the public: volunteer coordinators' uneasy relationship with social computing , 2012, CHI.

[27]  Karen Ruhleder,et al.  Steps towards an ecology of infrastructure: complex problems in design and access for large-scale collaborative systems , 1994, CSCW '94.

[28]  Christopher A. Le Dantec,et al.  Participation and publics: supporting community engagement , 2012, CHI.

[29]  Charlotte P. Lee,et al.  Research-driven stakeholders in cyberinfrastructure use and development , 2010, 2010 International Symposium on Collaborative Technologies and Systems.

[30]  Tom Jenkins,et al.  Object-Oriented Publics , 2016, CHI.

[31]  Sarah Barbrow,et al.  Standards and/as Innovation: Protocols, Creativity, and Interactive Systems Development in Ecology , 2015, CHI.

[32]  Jill Palzkill Woelfer,et al.  Value considerations in an information ecology: Printed materials, service providers and homeless young people , 2008, ASIST.

[33]  Silvia Lindtner,et al.  Caring through Data: Attending to the Social and Emotional Experiences of Health Datafication , 2017, CSCW.

[34]  Claus Bossen,et al.  Data Work in Healthcare: Challenges for Patients, Clinicians and Administrators , 2018, CSCW Companion.

[35]  Randal D. Pinkett,et al.  Building Community, Empowerment and Self-sufficiency , 2003 .

[36]  Kjeld Schmidt,et al.  A bridge too far ? Critical remarks on the concept of ‘ infrastructure ’ in CSCW and IS , 2018 .

[37]  Keith N. Hampton Grieving for a Lost Network: Collective Action in a Wired Suburb Special Issue: ICTs and Community Networking , 2003, Inf. Soc..

[38]  Kjeld Schmidt,et al.  Physicians' Progress Notes , 2013, ECSCW.

[39]  Kari Watkins,et al.  Advocating through data , 2016 .

[40]  Sam Tsemberis,et al.  Housing First, consumer choice, and harm reduction for homeless individuals with a dual diagnosis. , 2004, American journal of public health.

[41]  J. Dijck Datafication, dataism and dataveillance: Big Data between scientific paradigm and ideology , 2014 .

[42]  Irina Shklovski,et al.  The commodification of location: dynamics of power in location-based systems , 2009, UbiComp.

[43]  Lynn Dombrowski,et al.  Shared values/conflicting logics: working around e-government systems , 2014, CHI.

[44]  Robert C. Nickerson,et al.  Mobile Technology and Smartphone Apps: A Diffusion of Innovations Analysis , 2014, AMCIS.

[45]  Christine T. Wolf,et al.  The work of reuse: birth certificate data and healthcare accountability measurements , 2016 .

[46]  Volker Wulf,et al.  Infrastructuring: Toward an Integrated Perspective on the Design and Use of Information Technology , 2009, J. Assoc. Inf. Syst..

[47]  Jill Palzkill Woelfer,et al.  Homeless young people's experiences with information systems: life and work in a community technology center , 2010, CHI.

[48]  Emily Troshynski,et al.  Accountabilities of presence: reframing location-based systems , 2008, CHI.

[49]  Lynn Dombrowski,et al.  Low-Wage Precarious Workers' Sociotechnical Practices Working Towards Addressing Wage Theft , 2017, CHI.

[50]  Desney S. Tan,et al.  Designing patient-centric information displays for hospitals , 2010, CHI.

[51]  Paul Dourish,et al.  Datafication and data fiction: Narrating data and narrating with data , 2018, Big Data Soc..

[52]  Pernille Bjørn,et al.  Growing the Blockchain Information Infrastructure , 2017, CHI.

[53]  Michael D. Myers,et al.  A Set of Principles for Conducting and Evaluating Interpretive Field Studies in Information Systems , 1999, MIS Q..

[54]  Alan Borning,et al.  Supporting reflective public thought with considerit , 2012, CSCW.

[55]  Christopher A. Le Dantec,et al.  Creating a Sociotechnical API: Designing City-Scale Community Engagement , 2017, CHI.

[56]  Gunnar Ellingsen,et al.  A Review of 25 Years of CSCW Research in Healthcare: Contributions, Challenges and Future Agendas , 2012, Computer Supported Cooperative Work (CSCW).

[57]  Pernille Bjørn,et al.  Infrastructural Grind: Introducing Blockchain Technology in the Shipping Domain , 2018, GROUP.

[58]  Silvana Trimi,et al.  Big-data applications in the government sector , 2014, Commun. ACM.

[59]  Andrew Clement,et al.  Bridging Identity Gaps—Supporting Identity Performance in Citizen Service Encounters , 2012, Computer Supported Cooperative Work (CSCW).

[60]  Amy Voida,et al.  Disempowered by Data: Nonprofits, Social Enterprises, and the Consequences of Data-Driven Work , 2017, CHI.

[61]  Conor Linehan,et al.  Understanding Care Navigation by Older Adults With Multimorbidity: Mixed-Methods Study Using Social Network and Framework Analyses , 2018, JMIR Aging.

[62]  W. Keith Edwards,et al.  The view from the trenches: organization, power, and technology at two nonprofit homeless outreach centers , 2008, CSCW.

[63]  Pernille Bjørn,et al.  Data Tracking in Search of Workflows , 2017, CSCW.

[64]  Naja L. Holten Møller The future of clerical work is precarious , 2018, Interactions.

[65]  R. A. Nelson,et al.  Common ground. , 2020, Lancet.

[66]  Pernille Bjørn,et al.  Layers in Sorting Practices: Sorting out Patients with Potential Cancer , 2011, Computer Supported Cooperative Work (CSCW).

[67]  A. Young Sorting Things Out: Classification and Its Consequences. , 2001 .

[68]  Christine Halverson,et al.  Considering an organization's memory , 1998, CSCW '98.