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This study aimed to identify underserved regions and evaluate the population coverage based on travel time and distance to hospitals with gynaecologic oncologists in Indonesia.
The travel time and distance to hospitals with gynaecologic oncologists were evaluated using the Quantum Geographic Information System. Data from 139 gynaecologic oncologists and their affiliated hospitals were obtained from the Indonesian Society of Gynecologic Oncologists (November 2024) and cross-referenced with the Ministry of Health records. The female population density data were sourced from Facebook’s high-resolution settlement layer. Isochrones were generated to estimate travel times and distances using zonal statistics, which facilitated the calculation of population coverage.
A total of 139 gynaecologic oncologists were identified nationwide, practising in 243 hospitals (7.6% of the 3202 hospitals in Indonesia), with a concentration in Java (60.4%). 11 of the 38 provinces lack sub-specialists. Population coverage varies sharply: the travel time to a hospital with gynaecologic oncologists is ≤2 hours for 79.1% of women in Java, compared with 4.9% in Papua; overall, 34.4% reside more than 100 km away from hospitals with gynaecologic oncologists. Hospitals with gynaecologic oncologists are predominantly urban class B general hospitals, and 83.1% participate in the National Health Insurance Schemes. Exploratory district-level correlations showed positive associations between the number of such hospitals and total female population (r=0.44, p
Gynaecological oncology services in Indonesia remain heavily concentrated in Java, leaving nearly one-fifth of women residing more than 100 km away. The travel time is greater than 2 hours for many. Targeted expansion of the gynaecologic oncologists workforce, diagnostic and treatment infrastructure, and sustainable financing mechanisms are required to close these gaps.
by Dwi Sisca Kumala Putri, Kencana Sari, Nur Handayani Utami, Nazarina Nazarina, Tiara Amelia, Nadira Yuthie Salwa, Ning Sulistiyowati, Adindra Vickar Ega, Muhammad Azzumar, Rika Rachmawati, Salimar, Mieska Despitasari, Donny Kristanto Mulyantoro
BackgroundMobile Health (mHealth) Applications offer a promising approach to promote the adoption of healthy nutrition and behavior among adolescent girls. A tailored mobile app, Teen ‘n Fit, was developed to support adolescent girls in Indonesia to assess their nutritional status, physical activity, and eating behavior; as a nutrition education media; and as a reminder of iron folic acid consumption. However, it is essential to measure the app’s usability prior to the release.
ObjectiveThis study aimed to measure the usability of a mobile application designed to promote nutrition and healthy behavior of adolescent girls by modifying the mHealth App Usability Questionnaire (MAUQ).
MethodsA cross-sectional usability study was conducted on 64 adolescent girls aged 15–18 from a public high school in Depok, Indonesia. Participants completed app-based tasks and filled out a post-task usability questionnaire. The usability questionnaire was adapted from a validated MAUQ for a standalone mHealth app. The exploratory factor analysis was conducted to determine the items constituting each component in the modified MAUQ. Mann-Whitney analysis was employed to analyze the difference in usability score means based on participants’ characteristics.
ResultsThe modified MAUQ demonstrated strong reliability (Cronbach’s alpha = 0.945). The app achieves a strong usability score, 6.0 ± 0.8 out of 7, with 79.7 percent of participants reporting no prior mHealth experience. The score among participants who occasionally used mHealth applications was higher (p = 0.046) than those who had never made prior use.
ConclusionThe findings indicate strong usability potential of Teen ‘n Fit as a digital health promotion tool for adolescent girls; however, future efforts in conducting effectiveness tests and maintaining user engagement are needed.
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