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Faktor-Faktor Yang Berhubungan Dengan Kejadian Prediabetes Pada Perawat Di Rumah Sakit X Tahun 2025, Putri Nurhaliza, Chandrayani Simanjorang, Agung Raharjo

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Prediabetes dapat berkembang menjadi diabetes melitus dan meningkatkan risiko penyakit kardiovaskular. Selain itu, beban ekonomi juga meningkat akibat tingginya biaya pelayanan kesehatan dan penurunan produktivitas kerja. Salah satu kelompok berisiko prediabetes adalah perawat karena karakteristik pekerjaannya, seperti penerapan sistem kerja sif serta tingginya beban dan tekanan kerja yang dapat memicu stres. Penelitian ini dilakukan untuk mengidentifikasi faktor-faktor yang berhubungan dengan kejadian prediabetes pada perawat di Rumah Sakit X pada tahun 2025. Desain studi yang digunakan adalah cross-sectional dengan sumber data primer yang dikumpulkan melalui pengisian kuesioner dan data sekunder yang diperoleh dari laporan hasil medical check-up tahun 2025. Populasi dalam …

Dinamika Spasial Dengue Di Provinsi Sulawesi Selatan: Fragmentasi Spasial Tanpa Hotspot Persisten, Nurul Muthiah Salahuddin, Trisari Anggondowati, Syifa Nurhakiki

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Demam berdarah dengue (DBD) masih menjadi masalah utama kesehatan masyarakat di Sulawesi Selatan, dengan pola penularan yang bervariasi secara spasial maupun temporal. Pada tahun 2024, provinsi ini mencatat insidens DBD sebesar 66,04 per 100.000 penduduk, di mana hanya 12,5% kabupaten/kota yang mencapai target nasional (≤10 per 100.000). Belum diketahui pola spasial yang membentuk klaster yang persisten atau berubah antar waktu, sehingga dilakukan penelitian ini untuk menganalisis pola spasiotemporal serta persistensi klaster spasial kejadian DBD di Sulawesi Selatan. Penelitian ini merupakan studi ekologi dengan pendekatan repeated cross-sectional menggunakan data surveilans DBD tingkat kabupaten/kota periode 2021–2024 yang mencakup 24 kabupaten/kota. Analisis meliputi …

Pola Rujukan Penyakit Saluran Pernapasan Di Fasilitas Kesehatan Tingkat Pertama: Tantangan Gatekeeper Program Jaminan Kesehatan Nasional Di Jakarta, Syarif Rahman Hasibuan, Melrose Holy Natasha, Fatih Jihadi Ramadan

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Program Jaminan Kesehatan Nasional yang diselenggarakan oleh Badan Penyelenggara Jaminan Sosial (BPJS) Kesehatan mewajibkan Fasilitas Kesehatan Tingkat Pertama (FKTP) untuk menyeleksi kasus yang memerlukan rujukan. Penyakit saluran pernapasan yang menjadi penyebab utama kunjungan ke FKTP memiliki pola rujukan yang masih belum banyak diteliti. Oleh karena itu, dilakukan penelitian untuk melihat pola rujukan penyakit saluran pernapasan di FKTP dan mengetahui faktor yang berasosiasi dengan keputusan rujukan. Penelitian potong lintang ini dilakukan terhadap 89.225 klaim FKTP di Jakarta pada periode 2017-2023, dengan kriteria inklusi semua kunjungan dengan diagnosis ICD-10 diseases of the respiratory system. Uji regresi logistik dilakukan untuk mengidentifikasi faktor …

Validation Of A Home-Based Tool For Preschool Children Fall Prevention: A Rasch Analysis, Devie Fitri Octaviani, Fatma Lestari, Indang Trihandini, Dadan Erwandi

Kesmas

Unintentional falls are a leading cause of injury among preschool children, primarily occurring in home environments, yet validated tools to assess household fall prevention capacity in low- and middle-income countries remain limited. This study aimed to develop and psychometrically validate the Home-Based Preschool Fall Prevention Instrument using the Rasch Measurement Model. A cross-sectional validation study was conducted in Depok City, Indonesia, involving 167 primary caregivers of preschool children enrolled in kindergartens selected through multistage cluster random sampling. The instrument was developed based on an etiological injury model, socio-ecological perspectives, and risk management principles, and comprised four main factors: child, home, …

Understanding Oral Habits And Malocclusion In School-Aged Children: Insights From Parental And Child Knowledge, Attitudes, And Practices, Maria Laurentia Sanjaya, Evan Raditya Pratomo, Markus Santoso, Agrippine Putricia Asaeli, Eveline Yulia Darmadi, Joy Janny Thenarianto, Jennifer Regina Putri Purwono, Eunike Jacquelyn Widarto

Kesmas

Malocclusion is a prevalent oral health problem in children associated with oral bad habits, yet the extent to which parental and child knowledge, attitudes, and practices (KAP) influence orthodontic status remains insufficiently understood. This cross-sectional study investigated relationships between parental and child KAP, oral habits, and malocclusion in school-aged children, involving 67 child–parent pairs from an elementary school in Surabaya, Indonesia. Parental and child KAP as well as child-reported oral habits were assessed using a validated questionnaire. Children subsequently underwent standardized clinical orthodontic examinations, including alginate jaw impressions to produce dental study models, which were evaluated using the Index of …

Provincial Disparities In Adolescent Fertility In Indonesia: An Ecological Analysis Of Child Marriage, Median Age At First Marriage, And Family Development Index, Andi Nisa Fathimiyah Afidah, Milla Herdayati

Kesmas

Adolescent fertility remains a public health concern in Indonesia, with substantial variations across provinces. However, the evidence explaining provincial disparities using population-level indicators remains limited. This study aimed to examine provincial disparities in adolescent fertility and assess the association of child marriage, median age at first marriage among women, and the Family Development Index called iBangga with adolescent fertility across Indonesia. This ecological, cross-sectional study used aggregated data from 34 Indonesian provinces. Descriptive statistics, spatial visualization, Pearson’s correlation, and multiple linear regression analyses were performed. The mean adolescent fertility rate was 25.0 births per 1,000 female adolescents aged 15–19 years, …

Spatial Association Of Acute Respiratory Infection, Diarrhea, And Low Birth Weight With Stunting Prevalence In Indonesia, 2024, Dian Rosadi, Husaini Husaini, Triawanti Triawanti, Musafaah Musafaah

Kesmas

Stunting remains unevenly distributed across Indonesia, but national evidence integrating spatial analysis and spatial regression is limited. This study examined the spatial distribution of stunting and its associations with acute respiratory infection (ARI), diarrhea, and low birth weight (LBW) across Indonesian provinces. An ecological cross-sectional study used data from the 2024 Indonesian Nutritional Status Survey. Stunting-only analyses included all 38 provinces, whereas analyses involving ARI, diarrhea, and LBW included 37 provinces with complete data. Spatial analyses used a row-standardized symmetric four-nearest-neighbor spatial weights matrix and included Global Moran’s I, bivariate spatial analysis, Local Indicators of Spatial Association, ordinary least squares, …

The Association Between Rapid Growth In Children Under The Age Of Five And Adolescent Obesity, Ratu Ayu Dewi Sartika, Fadila Wirawan, Iche Andriyani Liberty, Nurul Husna Mohd Shukri, Siti Arifah Pujonarti, Edy Purwanto, Munaya Fauziah

Kesmas

Early-life nutrition is a critical predictor of long-term health, yet the association between rapid early-childhood growth and adolescent obesity, particularly in relation to the “double burden of malnutrition,” remains under-researched in Indonesia. This study aimed to analyze the association between rapid growth and adolescent obesity. Data were obtained from the 1997, 2000, and 2014 waves of the Indonesian Family Life Survey (IFLS). This study included 641 children (aged 0–23 months at baseline) with complete anthropometric measurements across all three waves. Rapid growth was defined as an increase in z-scores of >0.67 in weight-for-age (WAZ), height-for-age (HAZ), or weight-for-height (WHZ) between …

Self-Management Interventions For Adults With Type 2 Diabetes Mellitus In Thai Primary Care And Community Settings: A Scoping Review, Sansanee Seetangkham, Supaluk Seetunya, Subhawan Yodprong

Kesmas

Diabetes mellitus is a leading cause of mortality and economic burden, with significant impacts on health outcomes and quality of life. Effective self-management is crucial for controlling Type 2 Diabetes Mellitus (T2DM). Thailand has implemented diverse self-management interventions for adults with T2DM in primary care and community settings, but the components, delivery, duration, and outcomes of these interventions have not been synthesized. Following the Arksey and O’Malley framework, Joanna Briggs Institute guidance, and PRISMA-ScR, five databases were searched from inception to June 2025. Eligible English-language intervention studies involved Thai adults with T2DM in primary care or community settings. Study characteristics …

Environmental Perspective For System Dynamics Modeling Of Stunting Mitigation To Achieve The Sustainable Development Goals In West Sumatra, Indonesia, Elsa Yuniarti, Nabila Azzahra, Yulhendri Yulhendri, Heldi Heldi, Mery Delvina, Saskia Putri Azeli

Kesmas

This study developed a system dynamics model to simulate stunting reduction in West Sumatra Province, Indonesia, by integrating infant and toddler health, maternal health, and environmental determinants. Secondary data from 2020–2024 on low birth weight, immunization, malnutrition, exclusive breastfeeding, maternal chronic energy deficiency, iron and folic acid supplement distribution, sanitation, and safe drinking water access were compiled from West Sumatra Provincial Health Office and Statistics Indonesia, and validated through consultation with five stakeholder institutions. Causal Loop Diagrams mapped feedback relationships among determinants and were translated into Stock Flow Diagrams using Powersim Studio 10. The model was validated through structural verification, …

Cost Analysis Of Rheumatoid Arthritis In Insured Patients And Its Determinant Factors: Data From A National Referral Hospital In Indonesia, Rudy Hidayat, Fara Fauzia, Mochammad Alfansyah Dhifanra, Aries Maulana

Kesmas

Rheumatoid arthritis (RA) leads to progressive functional impairment and considerable economic burden. This study estimated the annual (12-month) cost per patient among patients with RA and its determinant factors. A descriptive cross-sectional economic study of RA patients who had been treated for at least one year at the outpatient clinic of a national referral hospital in Jakarta, Indonesia, and met the 2010 ACR–EULAR criteria. Data collected from January 2023 to December 2024 were obtained from medical and billing records for demographic characteristics, direct medical costs, and DAS28-based disease activity, whereas non-medical and indirect costs were collected through structured patient interviews. …

Determinants Of Multimorbidity Among Stroke Patients For Epidemiological Management In Indonesia's Agro-Coastal Communities, Krish Naufal Anugrah Robby, Isa Ma'rufi, Farida Wahyu Ningtyias, Latifatul Izzah, Nurjazuli Nurjazuli, Suhartono Suhartono, Muchlis Achsan Udji Sofro, Ida Srisurani Wiji Astuti, Olivia Listiowati Prawoto, Dedek Sutinbuk, Taufik Kurrohman, Elhoussin Ouassou

Kesmas

Multimorbidity remains a major public health challenge among stroke patients, particularly in agro-coastal communities characterized by socioeconomic vulnerability, limited healthcare access, and lifestyle changes. This study aimed to analyze the determinants of multimorbidity among stroke patients in agro-coastal communities. A quantitative observational analytical design was employed, involving 45 stroke patients selected through total sampling in Jember District, Indonesia. Data were collected through structured interviews, anthropometric measurements, and secondary health records. The model included biological, socioeconomic, healthcare access, and lifestyle as exogenous variables, with multimorbidity as the endogenous variable. Data were analyzed using PLS-SEM, including evaluation of measurement and structural models …

Knowledge Of Parents About Thalassemia In Tabuk City: A Cross-Sectional Study, Sawsan Mohammed Alblewi, Amirah M. Alatawi, Ehab Mahmoud Hanafy, Faisal Mayudh Althobaiti, Abdulelah Hamad Al-Balawi, Faisal Mohammed Alamrani, Yazeed Mahmoud Ajwah, Omar Muslih Albalawi, Mohammed Majed Alquayr, Sultan Ibrahim Alhamdi

Makara Journal of Health Research

Background: Thalassemia is a common inherited blood disorder and remains a significant public health concern in Saudi Arabia. Parental knowledge is essential for effective prevention, screening, and early intervention. This study aimed to assess the knowledge of thalassemia among parents in Tabuk City, Saudi Arabia, and identify factors associated with knowledge levels.

Methods: A cross-sectional study was conducted among 392 parents residing in Tabuk City between March and May 2025. Data were collected using a validated Arabic questionnaire distributed online. Knowledge was assessed using 21 items covering general thalassemia knowledge, thalassemia major, carrier status, and prevention. Knowledge levels …

Osteoporosis Knowledge, Health Beliefs, And Calcium Intake Among Malaysian Chinese Adults In Perak: A Cross-Sectional Study, Thean Hui Ru, Nurul Aimi Ab Kadir, Fatin Izzaty Mohd Shahrin

Makara Journal of Health Research

Background: The Malaysian Chinese population records the highest national prevalence of osteoporotic hip fractures. This study investigated the relationships between osteoporosis knowledge, health beliefs, and calcium intake among Malaysian Chinese adults.

Methods: A cross-sectional study was conducted among 205 Malaysian Chinese adults in Kampar, Perak, using the adapted Osteoporosis Prevention and Awareness Tool (OPAAT), Osteoporosis Health Belief Scale (OHBS), and a 30-item Food Frequency Questionnaire (FFQ).

Results: Participants demonstrated low osteoporosis knowledge (6.84 ± 2.92), with low perceived susceptibility (14.87 ± 5.00), moderate perceived seriousness (17.81 ± 5.20), and barriers to calcium intake (15.61 ± 4.15), and …

E-Health Literacy And Cyberchondria Severity Among Adolescent High School Students: A Cross-Sectional Study, Seyda Çavmak, Adem Bilgin

Makara Journal of Health Research

Background: Amid rapid digitalization and the growing use of artificial intelligence-based search engines, adolescents increasingly seek health information online. This study examined the relationship between high school students' e-health literacy and their cyberchondria tendencies.

Methods: This quantitative, cross-sectional study included 683 students from public high schools in Mersin, Türkiye. Data were collected using a Demographic Information Form, the e-Health Literacy Scale (eHEALS), and the Cyberchondria Severity Scale Short Form (CSS-12). Descriptive statistics, comparative tests, and Pearson correlation were applied (p < 0.05).

Results: Students' e-health literacy and cyberchondria severity were moderate. Significant positive correlations emerged between e-health literacy …

E-Cigarette Awareness, Usage Patterns, And Sociodemographic Determinants Among Malaysians Adolescents: A Cross-Sectional Study, Izdihar Kamal, Nabilah Mohd Abd Wahab, Nurul Mawaddah Mohammad, Rashidi Ahmad, Muhammad Khalis Abdul Karim, Hatikahaty Mohd Diah, Munirah Ahmad Dahari, Nur Biha Mohamed Nafis, Mohd Faris Abdullah Sani, Sulayman Muhammad Kabeer, Nur Biha Mohamed Nafis, Juliana Mohd Radzi

Makara Journal of Health Research

Background: Electronic cigarette (e-cigarette) use among Malaysian adolescents is rising rapidly, raising significant public health concerns. This study assessed awareness, understanding of risk, and e-cigarette use among secondary school students in Negeri Sembilan, Malaysia, and identified sociodemographic predictors of use.

Methods: A cross-sectional survey was conducted among 323 students from three government secondary schools using a validated questionnaire. Data were then analyzed using descriptive statistics and logistic regression.

Results: Nearly one-third (31.9%, N = 103) reported prior e-cigarette use. Although 63.2% (N = 204) demonstrated good awareness, only 14.6% (N = 47) understood associated health risks. Peers …

Assessing Healthcare Access Among Overweight And Obese Individuals In Türkiye Using Latent Variable Modeling, Banu Beyaz Sipahi

Makara Journal of Health Research

Background: Overweight and obesity are critical determinants of healthcare access, yet evidence on how the COVID-19 pandemic reshaped these dynamics in Türkiye remains limited. This study investigates whether the early post-pandemic recovery period altered healthcare access patterns for individuals with excess weight.

Methods: Using nationally representative microdata from the 2014, 2016, 2019, and 2022 Turkish Health Surveys, we constructed a latent Healthcare Access Index based on six indicators of unmet care needs. Probit models were estimated to assess associations between BMI categories and healthcare access, controlling for socioeconomic and demographic factors. The 2022 wave serves as the early …

Physical Activity Intensity And Memory In Middle-Aged And Older Adults In China, Simi Tang, Yucheng Gao

Makara Journal of Health Research

Background: Memory decline represents a major challenge in aging populations, and physical activity may help preserve cognitive function. However, evidence on whether different activity intensities are associated with memory remains inconclusive.

Methods: Using five waves of the China Health and Retirement Longitudinal Study (2011–2020), this study investigated the association between physical activity intensity and memory among middle-aged and older adults in China. Individual fixed-effects models were applied to control for unobserved time-invariant heterogeneity. The outcome was memory score, and the main predictors encompassed high-, moderate-, and low-intensity physical activities.

Results: Based on 52,135 person–wave observations from 21,423 …

Perilaku Merokok Dan Paparan Informasi Bahaya Merokok Di Media Pada Penduduk ≥15 Tahun: Analisis Potong Lintang Gats Indonesia 2021, Hana Aulia Putri, Izza Nayla Paramitha, Nuha Nazeeha, Rahma Amalia

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Smoking remains a significant health problem in Indonesia. Although anti-smoking information is disseminated through various media, exposure levels and effectiveness among adults are not clearly documented.

Objective. To describe the proportion of anti-smoking information exposure among Indonesian adults by media type (television, radio, billboards, newspaper/magazines, internet, and others) and compare exposure between smokers and non-smokers using GATS 2021 data.

Methods. Cross-sectional study using Global Adult Tobacco Survey (GATS) Indonesia 2021 data. A total of 9,156 respondents aged ≥15 years were analyzed descriptively to determine exposure proportions by smoking status across multiple media channels.

Results. Television showed the highest exposure …

The Effectiveness Of "Little Doctor" Training On Health Knowledge And Behavior Of Karawang Primary Students (2025), Aurelia A. Erawan, Shahnaz F. Azzahra, Rubee P. Risdiyanto, Patricia Andini, Muhammad K. Ramadhan, Ailsa T. Kirana, Istingadah Desiana Md, Raden M. Rifada Md

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Acute respiratory infection (ARI) remains a major public health problem in Indonesia, with West Java reporting the highest incidence. Poor Health-Related Behavior (HRB) practices are associated with increased ARI risk. The "Little Doctor" program is a government initiative that focuses on school health and aims to promote HRB among students. Along with this goal, this study aimed to determine the effectiveness of the program in improving knowledge of HRB and ARI among elementary school students in Pancawati Village, Karawang Regency.

Methods. This study employs a quasi-experimental one-group pretest-posttest design. Participants were selected based on inclusion criteria referring to the …

Faktor Yang Berhubungan Dengan Perilaku Merokok Pada Pekerja Tambang Batubara Di Pt X Kabupaten Kutai Kartanegara, Alma Feriyanti, Lies Permana, Ida Lestari, Rina Tri Agustini

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. Smoking behavior remains a significant public health concern, particularly in high-risk occupational settings such as coal mining. Coal mine workers are exposed to various occupational stressors and psychological challenges that may contribute to smoking behavior.

Objective. This study aimed identify factors associated with smoking behaviour among coal mine workers at PT X in Kutai Kartanegara regency.

Methodes. A quantitative cross-sectional study was conducted involving 113 respondents selected from total population workers using convenience sampling. Data were collected through a structured questionnaire assesing smoking behavior, length of employment, and psychological stress levels. The chi-square test was applied to examine associations …

Peran Reinforcing Factor Dalam Kepatuhan Konsumsi Tablet Tambah Darah Pada Remaja Putri, Helma Roswinda Sidebang, Ratih Indraswari, Aditya Kusumawati

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background. The government is implementing a program to give blood tablets to female teenagers to prevent anemia. In Semarang City, the coverage of compliance with the consumption of iron supplement tablets in 2024 is still low, which is 34.85%.

Aim. To analyze factors associated with compliance in iron supplementation consumption among female teenagers in the working area of Candilama Primary Health Center, Semarang City.

Method. This study uses a cross-sectional design. The subjects of the study were female teenagers who were selected using the proportional random sampling technique. Data were collected through interviews and analyzed using the …

Hubungan Paparan Informasi Anemia Dan Tablet Tambah Darah (Ttd) Melalui Media Digital Dengan Kebiasaan Konsumsi Makanan Ibu Hamil Berdasarkan Food Frequency Questionnaire (Ffq), Muthiah Salsabilah, Bernadette Oktavia Jelita, Thariq Zafar Surapati, Alya Khairunnissa, Primasti Nuryandari Putri, Ratu Ayu Dewi Sartika

Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior

Background: Proper nutrition is important for the mother and baby. The media is an important source of information for every pregnant woman, but the information might be inaccurate.

Aim: This study aims to examine the association between exposure to digital media information on anemia and iron-folic acid (IFA) supplementation and the food consumption habits of pregnant women as measured by the Food Frequency Questionnaire (FFQ) at Puskesmas Kecamatan Beji, Depok City in 2024.

Method: This study utilized a cross-sectional design involving secondary data analysis of the 2024 antenatal care (ANC) survey conducted at Beji Primary Health Center, Depok City. Purposive …

Analysis Of Infectious Waste Management In Hospital X Based On The Minister Of Health Regulation Number 02 Of 2023, Carissa Gianika

Cities and Urban Development Journal

Background: Infectious waste management is a crucial aspect in preventing cross-infection and protecting the hospital environment. Hospitals, as healthcare facilities with high levels of medical activity, generate large amounts of infectious waste that can potentially pose health and environmental risks if not managed according to standards. Hospital X, South Jakarta, as a referral hospital with a high patient volume.

Aims: This study aims to analyze the implementation of infectious waste management at Hospital X, South Jakarta based on the provisions of Minister of Health Regulation Number 2 of 2023, and to identify the obstacles faced in its implementation.

Methods: This …

Association Between Occupational Stress, Sleep Quality, And Premature Ejaculation Among Indonesian Information Technology Workers, Muhammad Faisal Ratman, Suryo Wibowo, Muhammad Ilyas, Retno Asti Werdhani, Dewi Yunia Fitriani

Occupational and Environmental Medicine Journal of Indonesia

Introduction Premature ejaculation (PE) is a common sexual dysfunction that significantly impacts quality of life. Occupational stress and poor sleep quality are hypothesized as risk factors, particularly among Information and Technology (IT) workers who experience unique occupational stressors. This study aimed to evaluate the proportion of PE, examine the influence of occupational stress and sleep quality on PE, and determine whether sleep quality mediates the relationship between occupational stress and PE among Indonesian IT workers.

Methods This cross-sectional study involved 89 married male IT workers who completed online questionnaires, including the Premature Ejaculation Diagnostic Tool (PEDT), Perceived Occupational Stress (POS) …

Antropometri Tangan Penduduk Kota Ambon Sebagai Dasar Perancangan Ergonomis, Puan Maryam Leaongso, Wilma Latuny, Aminah Soleman

National Journal of Occupational Health and Safety

The limited availability of hand anthropometric data for the Indonesian population, particularly for the residents of Ambon City, may affect the accuracy of designing ergonomic products, work equipment, and public facilities. This study aimed to measure and analyze 25 hand dimensions of the Ambon City population based on gender and age, and to compare the measurement results with national anthropometric data. This research employed a quantitative method with a descriptive design through an anthropometric approach. Data were collected directly from 200 respondents, consisting of 100 females (aged 18–40 years) and 100 males (aged 20–40 years). Data analysis was performed using …

Penilaian Safety Climate Di Area Quarry Pada Pabrik Semen Di Indonesia, Andrizqa Andrizqa, Mufti Wirawan, Raden Ismail Haq, Asep Zaenal Muttaqien, Muhammad Arifin Ramzy Lubis

National Journal of Occupational Health and Safety

Work in the quarry area of the cement industry has a high risk of occupational accidents. Workers' understanding of the safety climate is important to prevent workplace accidents and injuries. This study aimed to assess the safety climate in the quarry area of a cement plant in Indonesia while identifying aspects that still require improvement. This study employed a descriptive quantitative approach using a questionnaire adapted from the Loughborough Safety Climate Assessment Toolkit (LSCAT). The sample consisted of all workers in the quarry area, including 49 permanent workers and 90 contract workers. The results showed that the average safety climate …

Identification Of Prognostic Factors For Disease Recurrence-Free Survival (Drfs) In Breast Cancer Patients Using The Cox Proportional Hazards Model, Dwi Cahyaning Putri, Veny Prabaningrum, Samsul Arifin

Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan

Breast cancer remains one of the most common malignancies among women worldwide, with recurrence remaining a major clinical challenge. Despite various treatment efforts, the mortality rate from breast cancer remains high, particularly among patients with worse clinical and molecular conditions. This study aims to identify factors influencing the survival of breast cancer patients using the Cox proportional hazards model. The study analyzes clinical and molecular data of breast cancer patients to identify key risk factors affecting Disease Recurrence-Free Survival (DRFS). Analysis was conducted using Kaplan-Meier, the Log Rank test, and the Cox proportional hazards model. The results showed that nodal …

Pendekatan Time-Driven Activity-Based Costing Dan Theoretical Framework Of Acceptability Untuk Estimasi Anggaran Layanan Home-Based Palliative Care Di Yogyakarta, Tatik Hariyanti, Firdaus Hafidz, Arif Budiarto

Jurnal Ekonomi Kesehatan Indonesia

Palliative care services delivered through a home care scheme in Indonesia are not yet included in the National Health Insurance (JKN) benefit package. Through a bridging guarantee scheme, since 2020 the Regional Government of the Special Region of Yogyakarta (DIY) has provided this service to the local population in accordance with applicable regulations. Therefore, a basis for budget allocation that considers the regional conditions of DIY is required. This study employed a mixed-methods approach with an explanatory sequential design, beginning with a quantitative study to estimate the prevalence of the population requiring palliative care services as well as the unit …

Determinan Kepuasan Peserta Jkn Terhadap Sistem Rujukan Berjenjang Di Provinsi Bali, Made Karma Maha Wirajaya, I Ketut Tunas, Putu Ika Farmani, Putu Ayu Laksmini

Jurnal Ekonomi Kesehatan Indonesia

The Indonesian government, through the National Health Insurance (JKN) Program, is committed to achieving Universal Health Coverage (UHC) by ensuring equitable, high-quality, and sustainable healthcare services. One key element in JKN implementation is a tiered referral system designed to improve the effectiveness and efficiency of healthcare services. However, in practice, the tiered referral system still faces various obstacles that may reduce the level of satisfaction of JKN participants with health services. This study aims to examine factors related to JKN participant satisfaction with the implementation of a tiered referral system in Bali Province. This study used an analytical cross-sectional design …