Ipa Mara, Laksono Agung Dwi, Wulandari Ratna Dwi
National Research and Innovation Agency, Republic of Indonesia, Jakarta, Indonesia.
The Airlangga Centre for Health Policy, Surabaya, Indonesia.
Indian J Community Med. 2023 Mar-Apr;48(2):269-273. doi: 10.4103/ijcm.ijcm_229_22. Epub 2023 Apr 7.
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.
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.
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.
Shorter travel time to the hospital is more likely to be utilized in the Maluku region.
马鲁古地区是印度尼西亚的脆弱地区之一,该地区地理条件极端,拥有数千个岛屿。本研究旨在分析印度尼西亚马鲁古地区前往医院的出行时间所起的作用。
这项横断面研究分析了2018年印度尼西亚基本健康调查数据。通过分层和多阶段随机抽样,研究纳入了14,625名受访者。该研究将医院利用率作为结果变量,将前往医院的出行时间作为暴露变量。此外,该研究采用了九个控制变量:省份、居住地、年龄、性别、婚姻状况、教育程度、就业情况、财富和医疗保险。在最终分析中,该研究进行了二元逻辑回归以解释数据。
结果显示出行时间与医院利用率之间存在关联。前往医院出行时间为30分钟或更短的人,比出行时间超过30分钟的人有高1.792(95%置信区间1.756 - 1.828)的概率。该分析结果发现,前往医院的出行时间越短,医院利用率的可能性越高。此外,该研究还发现八个控制变量与医院利用率存在显著关联。
在马鲁古地区,前往医院的出行时间越短,越有可能被利用。