Automated decision-making, discretion and public values: a case study of two municipalities and their case management of social assistance
Agneta Ranerup, Lupita Svensson
- 发表年份
- 2023
- 引用次数
- 26
- 访问权限
- 开放获取
摘要
Our aim is to increase knowledge about discretion and automated decision-making (ADM) in social work based on an approach that brings forward the role of humans and technologies and the resulting public values. This approach is applied to a case study of two Swedish municipalities and their social assistance case management. Our research questions are twofold: (1) How do humans and technologies appear in decisions about social assistance? and (2) How do they influence digital discretion and the resulting public values? A case management process with human actors (caseworkers and clients) and non-human actors (case management systems, e-applications, robotic process automation and algorithms) is used, influencing the digital discretion of caseworkers and the resulting ethical, democratic and professional values. Digital discretion is not dichotomous but, rather, related to a repertoire of technologies, their design and their use in a routine that ADM is a part of. The interaction with clients may be considered an important rationale for ADM itself. There is a necessary difference in weight between public values related to more straightforward (an ‘improved’ process enabling professional values) and complicating factors (distrust between caseworkers and the unwanted use of information technology).
关键词
相关论文
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Fractional Differential Equations
Igor Podlubný
2025
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991