Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia
Abstract The spatial variation of type 2 diabetes mellitus (T2DM) and hypertension and their potential linkage were explored in South Sulawesi Province, Indonesia. The Global Moran’s I and regression analysis were utilized to identify the characteristics involved. The methods were performed based on...
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2023-01-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-023-27902-y |
| _version_ | 1797945962825515008 |
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| author | Andi Alfian Zainuddin Amran Rahim Sri Ramadany Himawan Dharmayani Hedi Kuswanto Rais Reskiawan A. Kadir Andi Afdal Abdullah Haerani Rasyid |
| author_facet | Andi Alfian Zainuddin Amran Rahim Sri Ramadany Himawan Dharmayani Hedi Kuswanto Rais Reskiawan A. Kadir Andi Afdal Abdullah Haerani Rasyid |
| author_sort | Andi Alfian Zainuddin |
| collection | DOAJ |
| description | Abstract The spatial variation of type 2 diabetes mellitus (T2DM) and hypertension and their potential linkage were explored in South Sulawesi Province, Indonesia. The Global Moran’s I and regression analysis were utilized to identify the characteristics involved. The methods were performed based on T2DM and hypertension data from 2017 and 2018 acquired from Social Health Insurance Administration in Indonesia. The spatial variation of T2DM and hypertension showed that the prevalence rate of T2DM and hypertension tends to occur randomly (p = 0.678, p = 0.711, respectively). By utilizing Generalized Poisson Regression Analysis, our study showed a significant relationship between T2DM and hypertension (p ≤ 0.001). This research could help policy makers to plan and support projects with the aim of overcoming the risk of T2DM and hypertension. |
| first_indexed | 2024-04-10T21:03:20Z |
| format | Article |
| id | doaj.art-922eae5e889a44aa8a067f0606d46623 |
| institution | Directory Open Access Journal |
| issn | 2045-2322 |
| language | English |
| last_indexed | 2024-04-10T21:03:20Z |
| publishDate | 2023-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj.art-922eae5e889a44aa8a067f0606d466232023-01-22T12:09:40ZengNature PortfolioScientific Reports2045-23222023-01-011311810.1038/s41598-023-27902-yGeospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, IndonesiaAndi Alfian Zainuddin0Amran Rahim1Sri Ramadany2Himawan Dharmayani3Hedi Kuswanto4Rais Reskiawan A. Kadir5Andi Afdal Abdullah6Haerani Rasyid7Faculty of Medicine, Hasanuddin UniversityFaculty of Mathematics and Natural Sciences, Hasanuddin UniversityFaculty of Medicine, Hasanuddin UniversityFaculty of Medicine, Hasanuddin UniversityFaculty of Mathematics and Natural Sciences, Hasanuddin UniversityFaculty of Medicine, Hasanuddin UniversitySocial Insurance Administration OrganizationFaculty of Medicine, Hasanuddin UniversityAbstract The spatial variation of type 2 diabetes mellitus (T2DM) and hypertension and their potential linkage were explored in South Sulawesi Province, Indonesia. The Global Moran’s I and regression analysis were utilized to identify the characteristics involved. The methods were performed based on T2DM and hypertension data from 2017 and 2018 acquired from Social Health Insurance Administration in Indonesia. The spatial variation of T2DM and hypertension showed that the prevalence rate of T2DM and hypertension tends to occur randomly (p = 0.678, p = 0.711, respectively). By utilizing Generalized Poisson Regression Analysis, our study showed a significant relationship between T2DM and hypertension (p ≤ 0.001). This research could help policy makers to plan and support projects with the aim of overcoming the risk of T2DM and hypertension.https://doi.org/10.1038/s41598-023-27902-y |
| spellingShingle | Andi Alfian Zainuddin Amran Rahim Sri Ramadany Himawan Dharmayani Hedi Kuswanto Rais Reskiawan A. Kadir Andi Afdal Abdullah Haerani Rasyid Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia Scientific Reports |
| title | Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia |
| title_full | Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia |
| title_fullStr | Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia |
| title_full_unstemmed | Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia |
| title_short | Geospatial analysis of type 2 diabetes mellitus and hypertension in South Sulawesi, Indonesia |
| title_sort | geospatial analysis of type 2 diabetes mellitus and hypertension in south sulawesi indonesia |
| url | https://doi.org/10.1038/s41598-023-27902-y |
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