Abstract

The aim of this study is to suggest the optimum number and schedule of doctors at the OPD (Out-Patient Department) of Gastrology of a hospital in Pakistan. In order to achieve this aim, the discrete event simulation model is developed to minimize waiting time of patients. Data is collected for one week from the OPD; Data collection variables are arrival and service rate of patients, their salaries/income, patient‘s OPD fee, doctor’s charges/patient, service time of patients at each of service channel i.e. reception, triage and doctors’ cabin. Stop watch is used for recording the service time of patients. Input analyzer is used to reveal the distribution of the data. Rockwell arena software version 14.5 is used to model and simulate the queuing system of the outpatient department. Scenario analysis is conducted in four scenarios; in each of the scenario doctors were assumed to be seated for one additional hour. During the period of data collection, it is observed that most of the patients are coming with an appointment of doctors therefore, it is not justified to suggest the hiring of new doctor; especially when patients are coming for the particular doctor; therefore, already available doctors are suggested to be seated longer in the OPD; that is the way to serve the maximum number of patients in the virtual queue of patients that has been kept waiting for having an appointment and for their turn to see the doctor.

Highlights

  • The aim of this study is to suggest the optimum number and schedule of doctors at the OPD (Out-Patient Department) of Gastrology of a hospital in Pakistan

  • Data collection variables included arrival rate, service rate, service time taken by each resource (Doctor, Nurse, and Receptionist) per patient, income of doctor per patient, fee paid by the patient for getting served by the doctor

  • The number of patients served by each doctor depended on the service time of patients and the minimum service time was doctor1

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Summary

INTRODUCTION

Pexpected from the healthcare providers so that the population can be served effectively and efficiently. Operation research and the management sciences are the subjects by the help of which managers can plan and manage the resources effectively [16].Queuing theory is the tool of operations research which is widely used for simplifying the problems of waiting lines. Mathematical approach such as queuing theory is only possible to be used when the queuing system already exists, after the collection of data and calculation of performance measures the optimum queuing can be suggested. This study is aimed to suggest the optimum number/ schedule of doctors at the OPD of Gastrologyat hospital of Karachi, Pakistan

LITERATURE REVIEW
Data Collection
Arrival of Patients
Literature
Input Analysis
DEVELOPMENT OF SIMULATION MODEL
Cost Analysis
ASSUMPTIONS OF THE RESEARCH
Patients’ Service Distribution by Nurse
Patients’ Service Distribution by Doctor2
Patients‘ Service Distribution by Doctor4
Patients’ Service Distribution by Doctor6
Simulation of Model for the OPD
Sub Model
Number of patients Served by Each Doctor
Awaiting Patients in the Waiting Line
Waiting Time of Patients in the Queues
Instantaneous Utilization of Resources
Scenario Analysis
Increased Percentage of Served Patients at the OPD
Hospital‘s Cost on Each Patient
Patients‘ Waiting Time and cost in Different Scenarios
CONCLUSION
FUTURE WORK
MANAGERIAL INSIGHTS

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