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Predicting sentencing for low-level crimes: comparing models of human judgment
Bettina von Helversen1, Jörg Rieskamp
1Max Planck Institute for Human Development, Berlin, Germany. Bettina.vonhelversen@unibas.ch
Legal decision-making, particularly sentencing, often overlooks cognitive processes. Prosecutors consider limited factors, using heuristics rather than complex legal policy, impacting sentencing consistency.
Area of Science:
- Legal Psychology
- Cognitive Science
- Criminal Justice
Background:
- Legal decision-making frameworks often disregard the cognitive processes of legal professionals.
- Sentencing decisions, especially for low-level offenses, face challenges due to high caseloads and time pressures.
- Understanding the cognitive underpinnings of sentencing is crucial for aligning legal practice with policy.
Purpose of the Study:
- To investigate the cognitive processes influencing prosecutorial sentencing recommendations.
- To determine if sentencing decisions align with established legal policy and theory.
- To identify key factors affecting sentencing in larceny, fraud, and forgery cases.
Main Methods:
- Analysis of trial records for larceny, fraud, and forgery cases.
- Application of a Bayesian approach to evaluate five distinct models of human judgment.
- Comparison of models to predict prosecutorial sentencing recommendations and identify influencing factors.
Main Results:
- Sentencing factors considered by prosecutors were generally consistent with the penal code.
- Prosecutors focused on a limited set of factors, neglecting legally significant ones.
- The mapping model, a heuristic quantitative estimation, best described prosecutorial sentencing, not policy-recommended judgment models.
Conclusions:
- Prosecutorial sentencing recommendations are influenced by case categorization and heuristics, diverging from recommended legal judgment policies.
- Cognitive biases and practical constraints may lead to simplified decision-making in sentencing.
- Further research is needed to bridge the gap between cognitive realities and legal policy in judicial decision-making.
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