Optimal Appointment Rule Design in an Outpatient Department
| Autor: | Yaqing Bai, Jie Song, Jianpei Wen |
|---|---|
| Rok vydání: | 2019 |
| Předmět: |
0209 industrial biotechnology
Markov chain business.industry Computer science Service time education Markov process 02 engineering and technology humanities symbols.namesake 020901 industrial engineering & automation Healthcare delivery Control and Systems Engineering Health care symbols Outpatient clinic Operations management Renewal theory Electrical and Electronic Engineering business health care economics and organizations Block (data storage) |
| Zdroj: | IEEE Transactions on Automation Science and Engineering. 16:100-114 |
| ISSN: | 1558-3783 1545-5955 |
| Popis: | Hospitals use appointment systems to manage patient access. Appointment rule, which consists of the length of the booking window, block capacity, and block service time, is critical to achieve efficiency and timely access to healthcare delivery. In this paper, we use a renewal process model to evaluate interday appointment planning and design improved appointment rules for hospitals, especially for those with limited or insufficient resources. We present an associated embedded Markov chain to derive the steady-state distribution. To balance the waiting time and probability of healthcare access, we propose three performance measures, namely, slot utilization, appointment success rate, and patient waiting time, for our evaluation. We then conduct a numerical study to examine the impact of each appointment rule parameter. Qualitative results show that extending the booking window does not significantly reduce system congestion, and a narrowed appointment block is a suitable design for highly in-demand doctors. We use our model and method to design an optimal appointment rule for an actual hospital in Beijing, China. The improved appointment rule is practical and useful for the decision-making of hospital managers. Note to Practitioners —An appointment system with a limited booking window length is a practical solution to reduce waiting time. However, potential patients will lose the opportunity to obtain access to healthcare systems, especially those with a high arrival rate. To balance the tradeoff between shortening the waiting time and increasing healthcare access probability, we attempt to evaluate and design an improved appointment rule that includes booking window length, block capacity, and block service time. Sensitivity analysis shows that extending the booking window does not significantly reduce system congestion, and a narrowed appointment block is a suitable design for highly in-demand doctors. On the basis of our model, we design an optimal appointment rule for an actual Chinese hospital. Results show that improvement can be significant (more than 60%, for example) depending on the parameters. |
| Databáze: | OpenAIRE |
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