Search Results for author: Patrick J. Fowler

Found 2 papers, 0 papers with code

Beyond Eviction Prediction: Leveraging Local Spatiotemporal Public Records to Inform Action

no code implementations27 Jan 2024 Tasfia Mashiat, Alex DiChristofano, Patrick J. Fowler, Sanmay Das

We show that the risk scores are, in fact, useful, enabling a theoretical team of caseworkers to reach more eviction-prone properties in the same amount of time, compared to outreach policies that are either neighborhood-based or focus on buildings with a recent history of evictions.

Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning

no code implementations17 Dec 2023 Gaurab Pokharel, Sanmay Das, Patrick J. Fowler

When they do apply discretion to assign households to more intensive interventions, the marginal benefits to those households are significantly higher than would be expected if the households were chosen at random; there is no similar reduction in marginal benefit to households that are discretionarily allocated less intensive interventions, suggesting that caseworkers are improving outcomes using their knowledge.

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