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Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia
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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000 Research Limited
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150122/ https://www.ncbi.nlm.nih.gov/pubmed/34104426 http://dx.doi.org/10.12688/f1000research.50869.2 |
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author | Gofur, Nanda Rachmad Putra Aghasy, Achmad Zam Zam Gofur, Aisyah Rachmadani Putri |
author_facet | Gofur, Nanda Rachmad Putra Aghasy, Achmad Zam Zam Gofur, Aisyah Rachmadani Putri |
author_sort | Gofur, Nanda Rachmad Putra |
collection | PubMed |
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 1 (st), 2020 and October 1 (st), 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. |
format | Online Article Text |
id | pubmed-8150122 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | F1000 Research Limited |
record_format | MEDLINE/PubMed |
spelling | pubmed-81501222021-06-07 Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia Gofur, Nanda Rachmad Putra Aghasy, Achmad Zam Zam Gofur, Aisyah Rachmadani Putri F1000Res Research Article 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 1 (st), 2020 and October 1 (st), 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. F1000 Research Limited 2021-06-10 /pmc/articles/PMC8150122/ /pubmed/34104426 http://dx.doi.org/10.12688/f1000research.50869.2 Text en Copyright: © 2021 Gofur NRP et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gofur, Nanda Rachmad Putra Aghasy, Achmad Zam Zam Gofur, Aisyah Rachmadani Putri Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title | Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title_full | Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title_fullStr | Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title_full_unstemmed | Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title_short | Spatial distribution analysis of dentists, dental technicians, and dental therapists in Indonesia |
title_sort | spatial distribution analysis of dentists, dental technicians, and dental therapists in indonesia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8150122/ https://www.ncbi.nlm.nih.gov/pubmed/34104426 http://dx.doi.org/10.12688/f1000research.50869.2 |
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