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Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand
BACKGROUND: Primary aldosteronism (PA), the most common cause of secondary hypertension is considered as a “major public health issue” due to higher risk of cardiovascular complications compared to blood-pressure-match hypertension and increase in prevalence around the world. In Thailand, though PA...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8988538/ https://www.ncbi.nlm.nih.gov/pubmed/35392895 http://dx.doi.org/10.1186/s12913-022-07788-8 |
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author | Suntornlohanakul, Onnicha Sakarin, Suporn Kietsiriroje, Noppadol Sriplung, Hutcha |
author_facet | Suntornlohanakul, Onnicha Sakarin, Suporn Kietsiriroje, Noppadol Sriplung, Hutcha |
author_sort | Suntornlohanakul, Onnicha |
collection | PubMed |
description | BACKGROUND: Primary aldosteronism (PA), the most common cause of secondary hypertension is considered as a “major public health issue” due to higher risk of cardiovascular complications compared to blood-pressure-match hypertension and increase in prevalence around the world. In Thailand, though PA screening is provided under the universal health coverage, the service can be offered only at some centers. Hence, the service availability affects an accessibility of health care in patients. Our study aimed to evaluate the service utilization in PA screening and diagnosis in terms of geographical inequality in health resources in Southern Thailand. METHODS: Data of 688 patients who underwent PA screening from 2011 to 2017 were obtained from the electronic database of Songklanagarind Hospital, a super-tertiary center in this region. The patients’ residence in the province, district and subdistrict were transformed to a 6-digit numbers corresponding to the global one (GADM©). The areas with PA screening and diagnosis were visualized by disease mapping procedures. A general log linear model was used to identify the factors affecting patient’s service accessibility. RESULTS: From the geographic distribution, patients living in or near the area of the super-tertiary center (Songkhla) had high probability of receiving PA screening. The analysis of factors contributing to PA screening by multivariate log-linear model demonstrated that the distance from the super-tertiary center was a predictive factor for screening while the presence of endocrinologists and cultural differences were not. The chance of patients living in Songkhla, living less than 200 km, and more than 200 km from Songkhla to receive PA screening was 100, 82, and 66%, respectively. The crude incidence rate of PA in Southern Thailand was 1.66/10(6) person-years. The provinces located adjacent to the Andaman Sea had the highest incidences of PA (3.62-5.17 patients/10(6) person-years). CONCLUSIONS: There is still geographical inequality and the strategy to decrease the barrier should be resolved. The policymaker should develop a transfer system of blood tests for PA investigation from the local hospital to reduce the burden such as transportation costs in patients who live far away from the super-tertiary hospital. In addition, PA screening should be implemented in hypertension care plan. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-07788-8. |
format | Online Article Text |
id | pubmed-8988538 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89885382022-04-09 Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand Suntornlohanakul, Onnicha Sakarin, Suporn Kietsiriroje, Noppadol Sriplung, Hutcha BMC Health Serv Res Research Article BACKGROUND: Primary aldosteronism (PA), the most common cause of secondary hypertension is considered as a “major public health issue” due to higher risk of cardiovascular complications compared to blood-pressure-match hypertension and increase in prevalence around the world. In Thailand, though PA screening is provided under the universal health coverage, the service can be offered only at some centers. Hence, the service availability affects an accessibility of health care in patients. Our study aimed to evaluate the service utilization in PA screening and diagnosis in terms of geographical inequality in health resources in Southern Thailand. METHODS: Data of 688 patients who underwent PA screening from 2011 to 2017 were obtained from the electronic database of Songklanagarind Hospital, a super-tertiary center in this region. The patients’ residence in the province, district and subdistrict were transformed to a 6-digit numbers corresponding to the global one (GADM©). The areas with PA screening and diagnosis were visualized by disease mapping procedures. A general log linear model was used to identify the factors affecting patient’s service accessibility. RESULTS: From the geographic distribution, patients living in or near the area of the super-tertiary center (Songkhla) had high probability of receiving PA screening. The analysis of factors contributing to PA screening by multivariate log-linear model demonstrated that the distance from the super-tertiary center was a predictive factor for screening while the presence of endocrinologists and cultural differences were not. The chance of patients living in Songkhla, living less than 200 km, and more than 200 km from Songkhla to receive PA screening was 100, 82, and 66%, respectively. The crude incidence rate of PA in Southern Thailand was 1.66/10(6) person-years. The provinces located adjacent to the Andaman Sea had the highest incidences of PA (3.62-5.17 patients/10(6) person-years). CONCLUSIONS: There is still geographical inequality and the strategy to decrease the barrier should be resolved. The policymaker should develop a transfer system of blood tests for PA investigation from the local hospital to reduce the burden such as transportation costs in patients who live far away from the super-tertiary hospital. In addition, PA screening should be implemented in hypertension care plan. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12913-022-07788-8. BioMed Central 2022-04-07 /pmc/articles/PMC8988538/ /pubmed/35392895 http://dx.doi.org/10.1186/s12913-022-07788-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Suntornlohanakul, Onnicha Sakarin, Suporn Kietsiriroje, Noppadol Sriplung, Hutcha Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title | Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title_full | Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title_fullStr | Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title_full_unstemmed | Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title_short | Geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in Southern Thailand |
title_sort | geographical inequality in service utilization for primary aldosteronism screening: spatial epidemiological study in southern thailand |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8988538/ https://www.ncbi.nlm.nih.gov/pubmed/35392895 http://dx.doi.org/10.1186/s12913-022-07788-8 |
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