Mitigating the Price of Diagnostic Discrepancies: A Multi-Experience Lens on Healthcare Delivery Efficiency

Diagnostic discrepancies, when initial diagnoses differ from those established during treatment, undermine healthcare efficiency, patient outcomes, and costs. Using patient-level data from Florida hospitals, this study examines how such discrepancies affect healthcare delivery efficiency (total charges) and how physicians’ experience influences this relationship. Two types of experience are considered: focal (similar cases) and related (diverse conditions). Results show diagnostic discrepancies raise total charges by 9%. Greater focal experience mitigates these costs, while higher related experience increases them. Robustness checks and instrumental variable analyses confirm these findings, highlighting timely, accurate diagnosis as a key operational factor. To reduce discrepancies, healthcare managers can adopt enhanced physician training, decision aids, and experience-based criteria. Strategically allocating experienced physicians and investing in skill development will improve patient care, optimize resources, and curb unnecessary costs, ultimately fostering more efficient and effective healthcare systems.

Publication Details

Journal
Journal of the Association for Information Systems
Published
2025-08-15
Primary Topic
Clinical Reasoning and Diagnostic Skills
Type
article
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article

Mitigating the Price of Diagnostic Discrepancies: A Multi-Experience Lens on Healthcare Delivery Efficiency

Journal of the Association for Information Systems
Clinical Reasoning and Diagnostic Skills
article

Mitigating the Price of Diagnostic Discrepancies: A Multi-Experience Lens on Healthcare Delivery Efficiency

article en

Abstract

Diagnostic discrepancies, when initial diagnoses differ from those established during treatment, undermine healthcare efficiency, patient outcomes, and costs. Using patient-level data from Florida hospitals, this study examines how such discrepancies affect healthcare delivery efficiency (total charges) and how physicians’ experience influences this relationship. Two types of experience are considered: focal (similar cases) and related (diverse conditions). Results show diagnostic discrepancies raise total charges by 9%. Greater focal experience mitigates these costs, while higher related experience increases them. Robustness checks and instrumental variable analyses confirm these findings, highlighting timely, accurate diagnosis as a key operational factor. To reduce discrepancies, healthcare managers can adopt enhanced physician training, decision aids, and experience-based criteria. Strategically allocating experienced physicians and investing in skill development will improve patient care, optimize resources, and curb unnecessary costs, ultimately fostering more efficient and effective healthcare systems.

Journal of the Association for Information Systems
Openalex Percentile: Top 40%
Clinical Reasoning and Diagnostic Skills
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