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Ciara McGlynn

@ciaramcglynn.bsky.social

Senior Research Assistant @ Center for Public Service, Portland State University | PhD Candidate @ Washington State University

53 Followers  |  133 Following  |  4 Posts  |  Joined: 05.02.2025  |  1.3427

Latest posts by ciaramcglynn.bsky.social on Bluesky

This exploratory study demonstrates the method's utility in developing a more comprehensive framework for understanding barriers to appearance. Instead of a "one-size-fits-all" approach, this offers a technical framework for tailored interventions. #CrimSky
www.tandfonline.com/doi/full/10....

28.11.2025 22:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Traditional tools often treat risk as a single dimension based on static measures. We used cluster analysis to integrate static & dynamic factors to examine how they group for defendants who FTA. This method offers a framework for identifying specific needs often overlooked in administrative data.

28.11.2025 22:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

New in the Journal of Crime and Justice: Can cluster analysis improve how we understand failure to appear (FTA)? Our exploratory study used unsupervised ML to demonstrate how static and dynamic factors can group to provide a more nuanced understanding of a defendant’s current situation. TL;DRπŸ‘‡

28.11.2025 22:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Making the shift to this app! Thought I’d introduce myself - I’m a current PhD Candidate at WSU and Senior Research Assistant at PSU. Primary research interests are in pretrial, courts, and corrections. Current projects on bail, FTA, and mass care. Let me know if you have any Bsky tips!

16.03.2025 15:19 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

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