Mixed Appointment Scheduling: Managing Routine and Same-Day Appointments for Outpatient Clinics

This article introduces a novel scheduling approach for managing a mix of routine and same-day appointments in an outpatient clinic. While the well-known carve-out scheduling (COS) policy reserves the provider capacity for same-day patients, its use of dedicated slots for each patient class may increase the risk of system underutilization or overload and long patient wait times. We propose the mixed appointment scheduling (MAS) policy, which allows routine and same-day patients to share common appointment slots, and investigate its performance relative to COS. By formulating a new model to determine the optimal scheduling decisions under the MAS policy, we demonstrate that the problem’s objective function (the total daily cost) is no longer multimodular in the presence of priority service discipline and demand uncertainty. We develop efficient methods to identify optimal scheduling policies and show that MAS reduces system costs, improves utilization, and decreases delays, particularly when same-day demand is moderate relative to clinic capacity.

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Publication Details

Journal
Production and Operations Management
Published
2025-08-08
DOI
https://doi.org/10.1177/10591478251369931
Primary Topic
Healthcare Operations and Scheduling Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Mixed Appointment Scheduling: Managing Routine and Same-Day Appointments for Outpatient Clinics

Kwai‐Sang Chin, Enayon Sunday Taiwo, Frank Chen, Sergei Savin
Production and Operations Management
Healthcare Operations and Scheduling Optimization
article

Mixed Appointment Scheduling: Managing Routine and Same-Day Appointments for Outpatient Clinics

Kwai‐Sang Chin, Enayon Sunday Taiwo, Frank Chen, Sergei Savin
article en

Abstract

This article introduces a novel scheduling approach for managing a mix of routine and same-day appointments in an outpatient clinic. While the well-known carve-out scheduling (COS) policy reserves the provider capacity for same-day patients, its use of dedicated slots for each patient class may increase the risk of system underutilization or overload and long patient wait times. We propose the mixed appointment scheduling (MAS) policy, which allows routine and same-day patients to share common appointment slots, and investigate its performance relative to COS. By formulating a new model to determine the optimal scheduling decisions under the MAS policy, we demonstrate that the problem’s objective function (the total daily cost) is no longer multimodular in the presence of priority service discipline and demand uncertainty. We develop efficient methods to identify optimal scheduling policies and show that MAS reduces system costs, improves utilization, and decreases delays, particularly when same-day demand is moderate relative to clinic capacity.

Production and Operations Management
City University of Hong Kong (HK), University of Pennsylvania (US), The University of Winnipeg (CA)
Openalex Percentile: Top 68%
Healthcare Operations and Scheduling Optimization
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