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The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018
BACKGROUND: Maluku region is one of the vulnerable areas in Indonesia, and this region has extreme geographical conditions with thousands of islands. The study aims to analyze the role of travel time to a hospital in the Maluku region in Indonesia. MATERIAL AND METHODS: This cross-sectional study an...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer - Medknow
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10263028/ https://www.ncbi.nlm.nih.gov/pubmed/37323746 http://dx.doi.org/10.4103/ijcm.ijcm_229_22 |
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author | Ipa, Mara Laksono, Agung Dwi Wulandari, Ratna Dwi |
author_facet | Ipa, Mara Laksono, Agung Dwi Wulandari, Ratna Dwi |
author_sort | Ipa, Mara |
collection | PubMed |
description | BACKGROUND: Maluku region is one of the vulnerable areas in Indonesia, and this region has extreme geographical conditions with thousands of islands. The study aims to analyze the role of travel time to a hospital in the Maluku region in Indonesia. MATERIAL AND METHODS: This cross-sectional study analyzed the 2018 Indonesian Basic Health Survey data. The research included 14,625 respondents by stratification and multistage random sampling. The study used hospital utilization as an outcome variable and the travel time to the hospital as an exposure variable. Moreover, the study employed nine control variables: province, residence, age, gender, marital status, education, employment, wealth, and health insurance. The study performed binary logistic regression to interpret the data in the final analysis. RESULTS: The result shows a relationship between travel time and hospital utilization. Someone with a travel time of 30 min or less to the hospital has a 1.792 (95% CI 1.756–1.828) higher probability than those with a travel time of more than 30 min. The results of this analysis find that shorter travel time to the hospital has a better possibility of hospital utilization. In addition, the study also found eight control variables to have a significant relationship with hospital utilization. CONCLUSION: Shorter travel time to the hospital is more likely to be utilized in the Maluku region. |
format | Online Article Text |
id | pubmed-10263028 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Wolters Kluwer - Medknow |
record_format | MEDLINE/PubMed |
spelling | pubmed-102630282023-06-15 The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 Ipa, Mara Laksono, Agung Dwi Wulandari, Ratna Dwi Indian J Community Med Original Article BACKGROUND: Maluku region is one of the vulnerable areas in Indonesia, and this region has extreme geographical conditions with thousands of islands. The study aims to analyze the role of travel time to a hospital in the Maluku region in Indonesia. MATERIAL AND METHODS: This cross-sectional study analyzed the 2018 Indonesian Basic Health Survey data. The research included 14,625 respondents by stratification and multistage random sampling. The study used hospital utilization as an outcome variable and the travel time to the hospital as an exposure variable. Moreover, the study employed nine control variables: province, residence, age, gender, marital status, education, employment, wealth, and health insurance. The study performed binary logistic regression to interpret the data in the final analysis. RESULTS: The result shows a relationship between travel time and hospital utilization. Someone with a travel time of 30 min or less to the hospital has a 1.792 (95% CI 1.756–1.828) higher probability than those with a travel time of more than 30 min. The results of this analysis find that shorter travel time to the hospital has a better possibility of hospital utilization. In addition, the study also found eight control variables to have a significant relationship with hospital utilization. CONCLUSION: Shorter travel time to the hospital is more likely to be utilized in the Maluku region. Wolters Kluwer - Medknow 2023 2023-04-07 /pmc/articles/PMC10263028/ /pubmed/37323746 http://dx.doi.org/10.4103/ijcm.ijcm_229_22 Text en Copyright: © 2023 Indian Journal of Community Medicine https://creativecommons.org/licenses/by-nc-sa/4.0/This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is given and the new creations are licensed under the identical terms. |
spellingShingle | Original Article Ipa, Mara Laksono, Agung Dwi Wulandari, Ratna Dwi The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title | The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title_full | The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title_fullStr | The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title_full_unstemmed | The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title_short | The Role of Travel Time on Hospital Utilization in the Islands Area: A Cross-Sectional Study in the Maluku Region, Indonesia, in 2018 |
title_sort | role of travel time on hospital utilization in the islands area: a cross-sectional study in the maluku region, indonesia, in 2018 |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10263028/ https://www.ncbi.nlm.nih.gov/pubmed/37323746 http://dx.doi.org/10.4103/ijcm.ijcm_229_22 |
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