Perspectives and Challenges in the Analysis of Prison Systems Data: A Systematic Mapping
Glauco de Figueiredo Carneiro, Rafael Antonio Lima Cardoso, Antonio, Pedro Dores, Jos\'e Euclimar Xavier Menezes

TL;DR
This paper systematically reviews how prison system data is produced, used, and shared in research, highlighting the predominance of restricted data and the need for more transparent, multidisciplinary approaches.
Contribution
It provides a comprehensive mapping of prison data usage in research, emphasizing the scarcity of openly available data and the importance of transparency and multidisciplinary analysis.
Findings
75% of studies used restricted data
Only 9% provided open data
Limited data availability hampers replication
Abstract
Context: Open public data enable different stakeholders to perform analysis and uncover information from different perspectives. The identification and analysis of data from prison systems is not a trivial task. It raises the need for the research community to know how these data have been produced and used. Goal: Analyze prison systems data for the purpose of characterizing its use with respect to data sources, purpose and availability. Method: We performed a systematic mapping on existing evidence on prison systems original data from peer-reviewed studies published between 2000 and 2019. Results: Out of the 531 records, 196 articles were selected from the literature. Conclusion: The vast majority of the analyzed papers (75%) used restricted data. Only 18 studies (9%) provided data, which hampers replication initiatives. This indicates the need to analyze prison system in an integrated…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsCriminal Justice and Corrections Analysis
