Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved]
Background: Access to health services is needed around the world, from healthcare providers to doctors. One of the needs in public health is a system that is accessible for everyone, but, unequal distribution of healthcare provider and health workers, especially in dentistry fields is still a main p...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
F1000 Research Ltd
2021-03-01
|
Series: | F1000Research |
Online Access: | https://f1000research.com/articles/10-220/v1 |
id |
doaj-6100eb1876ca4ad9bf90ac9727778d1b |
---|---|
record_format |
Article |
spelling |
doaj-6100eb1876ca4ad9bf90ac9727778d1b2021-06-02T10:58:47ZengF1000 Research LtdF1000Research2046-14022021-03-011010.12688/f1000research.50869.153958Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved]Nanda Rachmad Putra Gofur0Achmad Zam Zam Aghasy1Aisyah Rachmadani Putri Gofur2Department of Health, Faculty of Vocational Studies, Universitas Airlangga, Surabaya, IndonesiaIndonesian Health Collaboration and Innovation Institute, Surabaya, IndonesiaFaculty of Dental Medicine, Universitas Airlangga, Surabaya, IndonesiaBackground: Access to health services is needed around the world, from healthcare providers to doctors. One of the needs in public health is a system that is accessible for everyone, but, unequal distribution of healthcare provider and health workers, especially in dentistry fields is still a main problem in several countries, including Indonesia. The aim of this study is to analyze the spatial distribution of dentists, dental technicians, and dental therapists. Methods: This spatial analysis study was conducted after obtaining secondary data in Indonesia. All data were collected between September 1st, 2020 and October 1st, 2020 from open access sources of de-identified data. The data of dentists per area, dental technicians per area, and dental therapists per area were calculated for analysis. A spatial distribution map was prepared using the Quantum Geographic Information System (QGIS Desktop, version 3.10.6). Results: The results of this study found a ratio of dentists to members of the population in Indonesia of 1:17,105. The average number of dental technicians that work in the public health centers in each province (dental technicians per area) in Indonesia was calculated to be 0.13. The average number of dental therapists that work in the public health centers in each province (dental therapists per area) in Indonesia was calculated to be 0.40. This spatial autocorrelation illustrates that there is a relationship between values of dentists per area and dental therapists per area between provinces in Indonesia, and shows geographic clustering relationships or patterns that are grouped and have similar characteristics in adjacent locations. This spatial autocorrelation did not occur in the value of dental technicians. Conclusions: From this study we can conclude that there is an unequal distribution of dental personnel in Indonesia.https://f1000research.com/articles/10-220/v1 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nanda Rachmad Putra Gofur Achmad Zam Zam Aghasy Aisyah Rachmadani Putri Gofur |
spellingShingle |
Nanda Rachmad Putra Gofur Achmad Zam Zam Aghasy Aisyah Rachmadani Putri Gofur Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] F1000Research |
author_facet |
Nanda Rachmad Putra Gofur Achmad Zam Zam Aghasy Aisyah Rachmadani Putri Gofur |
author_sort |
Nanda Rachmad Putra Gofur |
title |
Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] |
title_short |
Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] |
title_full |
Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] |
title_fullStr |
Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] |
title_full_unstemmed |
Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia [version 1; peer review: 2 approved] |
title_sort |
spatial distribution analysis of dentists, dental technicians, and dental therapists in indonesia [version 1; peer review: 2 approved] |
publisher |
F1000 Research Ltd |
series |
F1000Research |
issn |
2046-1402 |
publishDate |
2021-03-01 |
description |
Background: Access to health services is needed around the world, from healthcare providers to doctors. One of the needs in public health is a system that is accessible for everyone, but, unequal distribution of healthcare provider and health workers, especially in dentistry fields is still a main problem in several countries, including Indonesia. The aim of this study is to analyze the spatial distribution of dentists, dental technicians, and dental therapists. Methods: This spatial analysis study was conducted after obtaining secondary data in Indonesia. All data were collected between September 1st, 2020 and October 1st, 2020 from open access sources of de-identified data. The data of dentists per area, dental technicians per area, and dental therapists per area were calculated for analysis. A spatial distribution map was prepared using the Quantum Geographic Information System (QGIS Desktop, version 3.10.6). Results: The results of this study found a ratio of dentists to members of the population in Indonesia of 1:17,105. The average number of dental technicians that work in the public health centers in each province (dental technicians per area) in Indonesia was calculated to be 0.13. The average number of dental therapists that work in the public health centers in each province (dental therapists per area) in Indonesia was calculated to be 0.40. This spatial autocorrelation illustrates that there is a relationship between values of dentists per area and dental therapists per area between provinces in Indonesia, and shows geographic clustering relationships or patterns that are grouped and have similar characteristics in adjacent locations. This spatial autocorrelation did not occur in the value of dental technicians. Conclusions: From this study we can conclude that there is an unequal distribution of dental personnel in Indonesia. |
url |
https://f1000research.com/articles/10-220/v1 |
work_keys_str_mv |
AT nandarachmadputragofur spatialdistributionanalysisofdentistsdentaltechniciansanddentaltherapistsinindonesiaversion1peerreview2approved AT achmadzamzamaghasy spatialdistributionanalysisofdentistsdentaltechniciansanddentaltherapistsinindonesiaversion1peerreview2approved AT aisyahrachmadaniputrigofur spatialdistributionanalysisofdentistsdentaltechniciansanddentaltherapistsinindonesiaversion1peerreview2approved |
_version_ |
1721404845031686144 |