TY - JOUR
T1 - Pretrial release judgments and decision fatigue
AU - Shroff, Ravi
AU - Vamvourellis, Konstantinos
N1 - Funding Information:
We thank William Cai, Alex Chohlas-Wood, Connor Concannon, Mandeep Dhami, Avi Feller, Johann Gaebler, Sharad Goel, Jongbin Jung, Sam Ovenshine, and Rebecca Wexler for helpful discussions. This material is based upon work supported by the NSF Program on Fairness in AI in Collaboration with Amazon under the award “FAI: End-to-End Fairness for Algorithm-in-the-Loop Decision Making in the Public Sector,” no. IIS-2040898. Any opinion, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation or Amazon.
Publisher Copyright:
© 2022 The authors.
PY - 2022/11
Y1 - 2022/11
N2 - Field studies in many domains have found evidence of decision fatigue, a phenomenon describing how decision quality can be impaired by the act of making previous decisions. Debate remains, however, over posited psychological mechanisms underlying decision fatigue, and the size of effects in high-stakes settings. We examine an extensive set of pretrial arraignments in a large, urban court system to investigate how judicial release and bail decisions are influenced by the time an arraignment oc-curs. We find that release rates decline modestly in the hours before lunch and before dinner, and these declines persist after statistically adjusting for an extensive set of ob-served covariates. However, we find no evidence that arraignment time affects pretrial release rates in the remainder of each decision-making session. Moreover, we find that release rates remain unchanged after a meal break even though judges have the opportunity to replenish their mental and physical resources by resting and eating. In a complementary analysis, we find that the rate at which judges concur with prosecutorial bail requests does not appear to be influenced by either arraignment time or a meal break. Taken together, our results imply that to the extent that decision fatigue plays a role in pretrial release judgments, effects are small and inconsistent with previous explanations implicating psychological depletion processes.
AB - Field studies in many domains have found evidence of decision fatigue, a phenomenon describing how decision quality can be impaired by the act of making previous decisions. Debate remains, however, over posited psychological mechanisms underlying decision fatigue, and the size of effects in high-stakes settings. We examine an extensive set of pretrial arraignments in a large, urban court system to investigate how judicial release and bail decisions are influenced by the time an arraignment oc-curs. We find that release rates decline modestly in the hours before lunch and before dinner, and these declines persist after statistically adjusting for an extensive set of ob-served covariates. However, we find no evidence that arraignment time affects pretrial release rates in the remainder of each decision-making session. Moreover, we find that release rates remain unchanged after a meal break even though judges have the opportunity to replenish their mental and physical resources by resting and eating. In a complementary analysis, we find that the rate at which judges concur with prosecutorial bail requests does not appear to be influenced by either arraignment time or a meal break. Taken together, our results imply that to the extent that decision fatigue plays a role in pretrial release judgments, effects are small and inconsistent with previous explanations implicating psychological depletion processes.
KW - decision fatigue
KW - judicial decision making
KW - mental depletion
KW - pretrial detention
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M3 - Article
AN - SCOPUS:85142656434
VL - 17
SP - 1176
EP - 1207
JO - Judgment and Decision Making
JF - Judgment and Decision Making
SN - 1930-2975
IS - 6
ER -