Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Unpacking Invisible Work Practices, Constraints, and Latent Power
  Relationships in Child Welfare through Casenote Analysis   Caseworkers are trained to write detailed narratives about families in
Child-Welfare (CW) which informs collaborative high-stakes decision-making.
Unlike other administrative data, these narratives offer a more credible source
of information with respect to workers' interactions with families as well as
underscore the role of systemic factors in decision-making. SIGCHI researchers
have emphasized the need to understand human discretion at the street-level to
be able to design human-centered algorithms for the public sector. In this
study, we conducted computational text analysis of casenotes at a child-welfare
agency in the midwestern United States and highlight patterns of invisible
street-level discretionary work and latent power structures that have direct
implications for algorithm design. Casenotes offer a unique lens for
policymakers and CW leadership towards understanding the experiences of
on-the-ground caseworkers. As a result of this study, we highlight how
street-level discretionary work needs to be supported by sociotechnical systems
developed through worker-centered design. This study offers the first
computational inspection of casenotes and introduces them to the SIGCHI
community as a critical data source for studying complex sociotechnical
systems.

6
The categories of this paper are: astro-ph
16
The categories of this paper are: stat
9
The categories of this paper are: nlin
34
The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex
32
The categories of this paper are: atom-ph
18
The categories of this paper are: econ
31
The categories of this paper are: ao-sci
37
The categories of this paper are: supr-con
36
The categories of this paper are: cmp-lg
15
The categories of this paper are: nucl-ex
5
The categories of this paper are: gr-qc
30
The categories of this paper are: q-alg
0
The categories of this paper are: hep-ph
23
The categories of this paper are: solv-int
22
The categories of this paper are: chao-dyn