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Simple Heuristics for Near-Optimal Appointment Scheduling in Primary Care
Prashant Meckoni1, Hari Balasubramanian1
1Department of Mechanical & Industrial Engineering, University of Massachusetts, Amherst, MA, USA.
Optimizing primary care appointment scheduling is crucial. A simple "First Minimum" heuristic offers near-optimal results, easily implemented even without computer systems for improved patient access.
Area of Science:
- Operations Research in Healthcare
- Primary Care Management
- Health Services Research
Background:
- Current appointment scheduling in primary care often leads to suboptimal resource allocation.
- Practices frequently prioritize larger issues over optimizing appointment schedules.
- Implementing advanced scheduling solutions can be resource-intensive.
Purpose of the Study:
- To compare the performance of simple scheduling heuristics against optimal schedules.
- To evaluate the effectiveness of the 'First Minimum' heuristic for appointment scheduling.
- To assess the feasibility of implementing scheduling improvements in primary care settings.
Main Methods:
- Simulation of simple heuristics versus offline optimization models for appointment scheduling.
- Utilized uncapacitated appointment calendars representing a nationally representative primary care panel.
- Analyzed stochastic appointment request distributions to determine optimal capacity.
Main Results:
- The 'First Minimum' heuristic demonstrated near-optimal scheduling performance.
- Optimal schedules were identified using offline optimization models.
- Stochastic modeling provided insights into daily appointment distributions and optimal capacity.
Conclusions:
- The 'First Minimum' heuristic is a practical and effective method for improving primary care appointment scheduling.
- This heuristic can be implemented with minimal resources, even using pen-and-paper methods.
- Optimizing appointment scheduling can enhance patient access and practice efficiency without significant technological investment.
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