Effects of Spatial Accessibility on the Number of Outpatient Visits for an Internal Medicine of a Hospital.
10.4332/KJHPA.2016.26.3.233
- Author:
Eun Joo LEE
1
;
Kyeong Jun MOON
;
Kwang Soo LEE
Author Information
1. Big Data Steering Department, National Health Insurance Service, Wonju, Korea.
- Publication Type:Original Article
- Keywords:
Spatial accessibility;
Outpatient visit;
Hot-spot analysis;
Generalized linear model;
Euclidean distance
- MeSH:
Ambulatory Care;
Decision Making;
Health Policy;
Humans;
Internal Medicine*;
Korea;
Linear Models;
Multivariate Analysis;
Outpatients*;
Seoul;
Spatial Analysis
- From:Health Policy and Management
2016;26(3):233-241
- CountryRepublic of Korea
- Language:Korean
-
Abstract:
BACKGROUND: This study purposed to analyze and understand how spatial accessibility of patients influenced the number of outpatient visits for the internal medicine of a hospital. METHODS: A hospital with 100 beds in Seoul, South Korea provided data from 2013 January 1 to 2013 June 30. Euclidean distance and road ares were used to represent the spatial accessibility. Patient level data and dong level data were collected and used in spatial analysis. Dong level data was converted into grid level (500×500 m) for the multivariate analysis. Hot-spot analysis and generalized linear model were applied to the data collected. RESULTS: Hot-spots of outpatient visits were found around the study hospital, and cold-spots were not found. Number of outpatient visits was varied by the distance between patient resident and hospitals, and about 80% of total outpatient visits was occurred in within the 5 km from study hospital, and 50% was occurred in within 1.6 km. Spatial accessibility had significant influences on the outpatient visits. CONCLUSION: Findings provide evidences that spatial accessibility had influences on the patients' behaviors in utilizing the outpatient care of internal medicine in a hospital. Results can provide useful information to health policy makers as well as hospital managers for their decision making.
