Delineating hierarchical obstetric hospital service areas using the Huff model based on medical records. (April 2023)
- Record Type:
- Journal Article
- Title:
- Delineating hierarchical obstetric hospital service areas using the Huff model based on medical records. (April 2023)
- Main Title:
- Delineating hierarchical obstetric hospital service areas using the Huff model based on medical records
- Authors:
- Bai, Lingyao
Tao, Zhuolin
Cheng, Yang
Feng, Ling
Wang, Shaoshuai - Abstract:
- Abstract: Delineating hospital service areas is important for planning the allocation of health care resources. This study aims to delineate Obstetric Hospital Service Areas (OHSAs)/Obstetric Hospital Referral Regions (OHRRs) by using 565, 388 obstetrics medical records from 421 hospitals of Hubei Province, China, from 2016. The Huff model nested with four decay functions was used to obtain the optimal model and the probability of patients choosing hospitals was estimated. Then, the townships that were most likely to choose hospitals in the same county were aggregated into initial OHSAs/OHRRs. The initial OHSAs/OHRRs were tested by localization index (LI) and spatial adjacency to reflect their reliability. A total of 100 OHSAs and 24 OHRRs were constructed, comparable to the county and prefecture scale, respectively. The results show that the utilization of obstetric health care resources in secondary and tertiary hospitals is more efficient by OHSAs/OHRRs than by administrative divisions. The OHSAs and OHRRs improve the localized medical treatment and equalization of health care resources. In conclusion, the Huff model is an effective method to delineate OHSAs/OHRRs based on the relationship between supply and demand, enriching the research on HSA/HRR in China and providing a scientific reference for future planning of a hierarchical medical system. Highlights: Delineating hospital service area is important for planning health care resources. Little related research hadAbstract: Delineating hospital service areas is important for planning the allocation of health care resources. This study aims to delineate Obstetric Hospital Service Areas (OHSAs)/Obstetric Hospital Referral Regions (OHRRs) by using 565, 388 obstetrics medical records from 421 hospitals of Hubei Province, China, from 2016. The Huff model nested with four decay functions was used to obtain the optimal model and the probability of patients choosing hospitals was estimated. Then, the townships that were most likely to choose hospitals in the same county were aggregated into initial OHSAs/OHRRs. The initial OHSAs/OHRRs were tested by localization index (LI) and spatial adjacency to reflect their reliability. A total of 100 OHSAs and 24 OHRRs were constructed, comparable to the county and prefecture scale, respectively. The results show that the utilization of obstetric health care resources in secondary and tertiary hospitals is more efficient by OHSAs/OHRRs than by administrative divisions. The OHSAs and OHRRs improve the localized medical treatment and equalization of health care resources. In conclusion, the Huff model is an effective method to delineate OHSAs/OHRRs based on the relationship between supply and demand, enriching the research on HSA/HRR in China and providing a scientific reference for future planning of a hierarchical medical system. Highlights: Delineating hospital service area is important for planning health care resources. Little related research had been carried out in developing countries. In China, administrative divisions are always used as the health planning units. Using the medical records of obstetrics to simulate the decay functions of the Huff Model. The differences between HSAs/HRRs and administrative divisions were compared. … (more)
- Is Part Of:
- Applied geography. Volume 153(2023)
- Journal:
- Applied geography
- Issue:
- Volume 153(2023)
- Issue Display:
- Volume 153, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 153
- Issue:
- 2023
- Issue Sort Value:
- 2023-0153-2023-0000
- Page Start:
- Page End:
- Publication Date:
- 2023-04
- Subjects:
- Hospital service areas -- Huff model -- Distance function decay -- Medical flow -- Hospital referral regions
OHSAs Obstetric Hospital Service Areas -- OHRRs Obstetric Hospital Referral Regions -- LI Localization index
Geography -- Periodicals
Human geography -- Periodicals
Human ecology -- Periodicals
910 - Journal URLs:
- http://www.elsevier.com/journals ↗
- DOI:
- 10.1016/j.apgeog.2023.102903 ↗
- Languages:
- English
- ISSNs:
- 0143-6228
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 1572.590000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 26391.xml