Discretion in Clinical Decision Making: Evidence from Bunching

Abstract Should healthcare providers strictly adhere to clinical guidelines, or is some discretion beneficial? Using bunching estimation and microdata from 619,907 patients in Chile, I examine discretion in the diagnosis of hypertension (blood pressure ≥ 140/90mmHg). I find bunching in blood pressure at 10% of clinics, where 6 to 62% of patients' test results expected just above the hypertension diagnostic threshold are instead recorded just below it, suggesting providers use their discretion to consider some tests false positives. Leveraging variation in bunching across clinics, I show that affected patients have lower cardiovascular risk, suggesting discretion improves patient classification, partially driven by heuristic thinking.

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Publication Details

Journal
The Review of Economics and Statistics
Published
2025-12-18
DOI
https://doi.org/10.1162/rest.a.1686
Primary Topic
Health Policy Implementation Science
Type
article
Field-Weighted Citation Impact
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article

Discretion in Clinical Decision Making: Evidence from Bunching

Claire Boone
The Review of Economics and Statistics
Health Policy Implementation Science
article

Discretion in Clinical Decision Making: Evidence from Bunching

Claire Boone
article en

Abstract

Abstract Should healthcare providers strictly adhere to clinical guidelines, or is some discretion beneficial? Using bunching estimation and microdata from 619,907 patients in Chile, I examine discretion in the diagnosis of hypertension (blood pressure ≥ 140/90mmHg). I find bunching in blood pressure at 10% of clinics, where 6 to 62% of patients' test results expected just above the hypertension diagnostic threshold are instead recorded just below it, suggesting providers use their discretion to consider some tests false positives. Leveraging variation in bunching across clinics, I show that affected patients have lower cardiovascular risk, suggesting discretion improves patient classification, partially driven by heuristic thinking.

The Review of Economics and Statistics
McGill University (CA)
Openalex Percentile: Top 42%
Health Policy Implementation Science
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