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All Journal Indonesian Journal of Geography ASPIRATOR Jurnal Manajemen Kesehatan Indonesia JIMKesmas (Jurnal Ilmiah Mahasiswa Kesehatan Masyarakat) Jurnal Penelitian Kesehatan Suara Forikes Qanun Medika - Medical Journal Faculty of Medicine Muhammadiyah Surabaya Syntax Literate: Jurnal Ilmiah Indonesia Jurnal Kedokteran dan Kesehatan Jurnal Manajemen Kesehatan Yayasan RS.Dr. Soetomo Preventif Journal Jurnal Ilmu Kesehatan Masyarakat (The Public Health Science Journal) PHARMACY: Jurnal Farmasi Indonesia (Pharmaceutical Journal of Indonesia) Faletehan Health Journal NERSMID: Jurnal Keperwatan dan Kebidanan JIK- JURNAL ILMU KESEHATAN Spatial : Wahana Komunikasi dan Informasi Geografi Medical Technology and Public Health Journal JURNAL MUTIARA KESEHATAN MASYARAKAT JSAI (Journal Scientific and Applied Informatics) Surya Medika: Jurnal Ilmiah Ilmu Keperawatan dan Ilmu Kesehatan Masyarakat Journal of Applied Health Management and Technology PREPOTIF : Jurnal Kesehatan Masyarakat Jurnal Ners Jurnal Cahaya Mandalika J-REMI : Jurnal Rekam Medik dan Informasi Kesehatan Jurnal Indonesia : Manajemen Informatika dan Komunikasi Media Publikasi Promosi Kesehatan Indonesia (MPPKI) Indonesian Journal of Cancer Berita Kedokteran Masyarakat SEHAT : JURNAL KESEHATAN TERPADU Jurnal Masyarakat Sehat Indonesia Jurnal manajemen informasi kesehatan Jurnal Multidisiplin Indonesia Jurnal Indonesia : Manajemen Informatika dan Komunikasi Jurnal Biostatistik, Kependudukan, dan Informatika Kesehatan Jurnal Ilmu Kesehatan Masyarakat (The Public Health Science Journal) Perilaku dan Promosi Kesehatan: Indonesian Journal of Health Promotion and Behavior Unnes Journal of Public Health Kesmas: Jurnal Kesehatan Masyarakat Nasional (National Public Health Journal)
Martya Rahmaniati
Departemen Biostatistik Dan Kependudukan, Fakultas Kesehatan Masyarakat, Universitas Indonesia
Agriculture, Biological Sciences & Forestry Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Earth & Planetary Sciences Education Environmental Science Health Professions Immunology & microbiology Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Medicine & Pharmacology Neuroscience Nursing Public Health Social Sciences Veterinary Other

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Gambaran Spasial Hubungan antara Faktor Lingkungan dan Ekonomi dengan Stunting Balita di Provinsi Nusa Tenggara Timur Nashriyah, Siti Fadhilatun; Makhful, Martya Rahmaniati; Devi, Yuli Puspita
Jurnal Spatial Wahana Komunikasi dan Informasi Geografi Vol. 23 No. 2 (2023): Spatial : Wahana Komunikasi dan Informasi Geografi
Publisher : Department Geography Education Faculty of Social Science - Universitas Negeri Jakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21009/spatial.232.01

Abstract

Background: The President through Presidential Regulation Number 72 of 2021 is committed to accelerating the reduction of stunting in Indonesia. The stunting priority areas also continue to be increased from year to year. In Indonesia, East Nusa Tenggara Province is the province with the highest prevalence of stunting, namely 37.8% in 2021. Objective: To find out the spatial picture and the correlation between environmental factors and economic factors with the prevalence of stunting in East Nusa Tenggara Province in 2021. Methods: The research design is an ecological study with a spatial approach. This study uses secondary data in the form of reports issued by the Indonesian Ministry of Health (SSGI: Indonesian Nutritional Status Study) and the BKKBN (PK: Family Data Collection) in 2021 with district/city-level analysis units in East Nusa Tenggara Province. Data analysis used a correlation test and mapping was carried out using the QGIS 2.8.1 application. Results: The prevalence of stunting in NTT Province tends to be high in the eastern part while the risk factors for stunting (unfavorable environment and economy) tend to be high in the western part. The correlation test showed that the correlation between the prevalence of stunting and the poor was 0.165 (p = 0.463); with inadequate latrines of 0.420 (p = 0.052); and with inadequate drinking water sources of 0.426 (p = 0.048).
Analisis Spasial Kasus Baru Tuberkulosis BTA (+) terhadap Kepadatan Penduduk di Jawa Tengah Tahun 2016-2018 Huda Rahmawati; Martya Rahmaniati
Jurnal Ilmu Kesehatan Masyarakat Vol 9 No 03 (2020): Jurnal Ilmu Kesehatan Masyarakat
Publisher : UIMA Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33221/jikm.v9i03.498

Abstract

Tuberkulosis (TB) paru sampai saat ini masih menjadi perhatian dunia dan menjadi salah satu indikator keberhasilan dalam Suistainable Development Goal (SDG’s). Laporan WHO menyatakan bahwa Indonesia termasuk 30 negara yang memiliki beban kasus TB yang besar. Di Indonesia, provinsi Jawa Tengah juga termasuk dalam provinsi yang memiliki beban kasus TB terbanyak. Penelitian ini bertujuan untuk mengetahui gambaran secara spasial hubungan kasus baru TB paru BTA (+ ) dengan kepadatan penduduk tahun 2016-2018. Populasi dalam penelitian ini yaitu penduduk Jawa Tengah di 29 kabupaten dan 6 kota yang tercatat di profil kesehatan Provinsi Jawa Tengah Tahun 2016-2018. Sampel adalah seluruh populasi. Variabel dalam penelitian ini yaitu kasus baru TB BTA (+) dan kepadatan penduduk yang tercatat di lampiran profil kesehatan Provinsi Jawa Tengah Tahun 2016-2018. Analisis data dilakukan dengan perangkat lunak Geoda. Hasil analisis spasial kasus baru TB BTA (+) dan kepadatan penduduk pada tahun 2016-2018 menunjukkan pola yang mengelompok namun setelah dilakukan uji signifikansi menunjukkan tidak adanya autokorelasi spasial. Hal ini menunjukkan bahwa kasus baru TB BTA (+) dengan kepadatan penduduk antar kabupaten/kota satu dengan yang lainnya tidak memiliki hubungan secara spasial, sehingga wilayah yang memiliki kasus baru TB BTA (+) dengan kepadatan penduduk tinggi tidak mempengaruhi wilayah lainnya menjadi tinggi pula.
Hubungan Kebutuhan Pelayanan Keluarga Berencana pada Remaja Belum Kawin dengan Niat Menggunakan Kontrasepsi di Masa Dewasa (Analisis SDKI 2017) Adella, Tiara; Damayanti, Rita; Makful, Martya Rahmaniati
Perilaku dan Promosi Kesehatan : Indonesian Journal of Health Promotion and Behavior Vol. 3, No. 1
Publisher : UI Scholars Hub

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Abstract

Background. Indonesia is the country with the most population in Southeast Asia. In anticipating a Population Growth Rate problem, the government is preparing a family planning program with youth as one of the targets. Objective. This study aimed to determine the relationship between the need for family planning services in unmarried adolescents and the intention to use contraception in adulthood. Method. The study is quantitative analytic with a cross-sectional approach. The questionnaire used by Adolescent Men (RP) and Women of Fertile Age (WUS). The population in this study were all unmarried adolescents in Indonesia, with sample amount 18,464 respondents. Results. 82.6% of adolescents intend to use contraception in the future. Chi-square test results show a relationship between the need for family planning services for unmarried adolescents with the intention to use contraception in adulthood. The result of the multivariate analysis shows a relationship between the need for family planning services for unmarried adolescents with the intention to use contraception in adulthood after being controlled for confounding variables. Conclusion: Unmarried male adolescents who do not need family planning services, are exposed to mass media, have knowledge of
PEMETAAN DAERAH SASARAN SOSIALISASI KB DI PROVINSI JAWA TIMUR TAHUN 2023 Lestiantoro, Sebalt; Rahmaniati, Martya
PREPOTIF : JURNAL KESEHATAN MASYARAKAT Vol. 9 No. 1 (2025): APRIL 2025
Publisher : Universitas Pahlawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/prepotif.v9i1.42161

Abstract

Penelitian ini bertujuan untuk memetakan wilayah prioritas untuk sosialisasi program Keluarga Berencana (KB) di Provinsi Jawa Timur dengan menggunakan pendekatan analisis spasial berbasis Sistem Informasi Geografis (SIG). Pemetaan ini dilakukan dengan mempertimbangkan beberapa indikator, antara lain angka kelahiran, jumlah pasangan usia subur (PUS), ketinggian wilayah, jumlah puskesmas, serta persentase keikutsertaan dalam KB. Data yang digunakan bersumber dari Badan Pusat Statistik (BPS) dan Profil Kesehatan Provinsi Jawa Timur tahun 2023, yang kemudian diolah menggunakan aplikasi Quantum GIS (QGIS) untuk menghasilkan peta tematik dan klasifikasi wilayah. Hasil penelitian menunjukkan bahwa terdapat tiga wilayah dengan prioritas utama untuk sosialisasi KB intensif, yaitu Kabupaten Malang, Kabupaten Sidoarjo, dan Kabupaten Jember. Penelitian ini menyimpulkan bahwa pemetaan wilayah prioritas melalui analisis spasial dapat menjadi acuan bagi pemerintah dan pemangku kepentingan untuk merancang strategi sosialisasi KB yang lebih terfokus dan efektif.
AUTOKORELASI SPASIAL PNEUMONIA DI JAWA BARAT TAHUN 2023 Dwisaputro, Sigit; Yuniar, Popy; Rahmaniati, Martya
PREPOTIF : JURNAL KESEHATAN MASYARAKAT Vol. 9 No. 1 (2025): APRIL 2025
Publisher : Universitas Pahlawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/prepotif.v9i1.43469

Abstract

Penyakit Pneumonia adalah jenis penyakit menular, dan terjadi pada balita di Jawa Barat pada tahun 2023 sebanyak 102.576 kasus per kabupaten/kota. Cakupan penemuan kasus pneumonia pada tahun 2023 adalah 45%, naik 0,1 poin dari tahun 2023, dengan cakupan 44,90%. Cakupan penemuan kasus pada tahun 2020 adalah 32,2%, tahun 2021 menjadi 27,9%, dan tahun 2022 menjadi 44,90%. Untuk mengidentifikasi pola dan korelasi spasial dari data pneumonia pada 27 kabupaten/kota di Jawa Barat pada Tahun 2023. Metode studi ini adalah penelitian analitik yang menggunakan rancangan studi ekologi. Penelitian ini menggunakan unit analisis spasial pada tingkat kecamatan. Metode Indeks Moran dan Local Indicators of Spatial Association (LISA), bersama dengan uji statistik pada program GeoDa, digunakan untuk menganalisis data penelitian ini. Hasil: Pola sebaran kasus pneumonia di Jawa Barat pada tahun 2023 termasuk dalam kategori kelompok. Nilai moran I lebih tinggi dari E yang bernilai -0,0385 untuk pneumonia, diare, imunisasi dasar lengkap, pemberian vitamin A, dan gizi buruk. Nilai moran I lebih rendah untuk BBLR dan ASI ekslusif, yang menunjukkan pola persebaran yang menyebar (disperse), dan memiliki karakteristik yang sama di wilayah sekitarnya. Simpulan: Pada tahun 2023, pola penyebaran pneumonia di Provinsi Jawa Barat menunjukkan pola yang acak dan mengelompok. Diharapkan pengambil kebijakan melakukan hal-hal yang tepat untuk meningkatkan kualitas kesehatan.
Sebaran dan Keterjangkauan Rumah Sakit Rujukan COVID-19 di Kota Depok Aldila Riznawati; Ratih Trivalni; Martya Rahmaniati
Jurnal Penelitian Kesehatan SUARA FORIKES Vol 14, No 4 (2023): Oktober - Desember 2023
Publisher : FORIKES

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33846/sf14418

Abstract

The surge in cases of patients confirmed positive for COVID-19 has prompted the Indonesian government to designate several hospitals as referral hospitals for COVID-19 patients. Depok City, which is the area with the highest positive COVID-19 cases in West Java Province in 2021, has 21 referral hospitals spread across several sub-district areas. Therefore, it is necessary to carry out this research which aimed to determine the distribution and reach of health services at the COVID-19 referral hospital in Depok City by utilizing a geographic information system application. To see the distribution and affordability of health services at COVID-19 referral hospitals, mapping was carried out using buffer, overlay and intersection analysis based on the road network and hospital coverage radius. The mapping results showed that the distribution of hospital locations was not evenly distributed and tends to be concentrated in several sub-district areas and the area of health service affordability was within a medium to long radius, using a service coverage standard of 3 kilometers from the road network to the referral hospital. It was concluded that hospital facilities were not evenly distributed in Depok City, so it was necessary to plan the development of hospital infrastructure with priority locations in sub-district areas that did not yet have hospitals.Keywords: Covid-19; referral hospital; distribution; affordability ABSTRAK Melonjaknya kasus pasien terkonfirmasi positif COVID-19 membuat pemerintah Indonesia menunjuk beberapa rumah sakit sebagai rumah sakit rujukan untuk pasien COVID-19. Kota Depok yang merupakan wilayah dengan kasus COVID-19 positif tertinggi di Provinsi Jawa Barat tahun 2021 memiliki 21 rumah sakit rujukan yang tersebar di beberapa wilayah kecamatan. Oleh karena perlu dilakukan penelitian ini yang bertujuan untuk mengetahui sebaran dan jangkauan pelayanan kesehatan RS rujukan COVID-19 di Kota Depok dengan memanfaatkan aplikasi sistem informasi geografis. Untuk melihat sebaran dan keterjangkauan pelayanan kesehatan RS rujukan COVID-19 dilakukan pemetaan dengan analisis buffer, overlay dan intersection berdasarkan jaringan jalan dan radius jangkauan RS. Hasil pemetaan menunjukkan sebaran lokasi rumah sakit yang belum merata dan cenderung terpusat di beberapa wilayah kecamatan dan area keterjangkauan pelayanan kesehatan berada dalam radius sedang hingga jauh, dengan menggunakan standar jangkauan pelayanan 3 kilometer jarak dari jaringan jalan ke rumah sakit rujukan. Disimpulkan bahwa belum meratanya fasilitas rumah sakit di Kota Depok sehingga diperlukan perencanaan pembangunan infrastruktur rumah sakit dengan prioritas lokasi wilayah kecamatan yang belum memiliki rumah sakit. Kata kunci: Covid-19; rumah sakit rujukan; sebaran; keterjangkauan
Spatial-Temporal Study of Stunting Risk in East Java 2021 - 2023 Sofiyulloh, Sofiyulloh; Rahmaniati, Martya; Nugraha, Fajar
TEKNOLOGI MEDIS DAN JURNAL KESEHATAN UMUM Vol 9 No 2 (2025): Medical Technology and Public Health Journal September 2025
Publisher : Universitas Nahdlatul Ulama Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33086/mtphj.v9i2.6921

Abstract

Stunting remains a significant global health issue affecting children, and Indonesia is still one of the countries with a high prevalence of stunting. Over the past three years, the prevalence of stunting in Indonesia was reached 24.4% in 2021, 21.6% in 2022, and 21.5% in 2023. East Java is one of the provinces still experiencing high stunting rates, although the figures are slightly below the national average. From 2021 to 2023, a decrease occurred, though not significantly. Several factors such as age at marriage and low birth weight are associated with the risk of stunting in East Java. This study employs a spatial-temporal approach through the visualization of stunting risk mapping using geographic information systems (GIS). Secondary aggregate data were obtained from the Indonesian Ministry of Health, BPS East Java, and digital maps sources. The h three-year autocorrelation analysis showed greater changes in the Moran's I value from 2021-2023, indicating changes in special pattern. In mapping the risk of stunting, there is a change in distribution of t high and low risk areas, although some areas remained in the same category. The results from the analysis and visualization in this study are expected to serve as valuable input for stakeholders  to overcome stunting in East Java.  Keywords: stunting, East Java, spatial, GIS, autocorrelation
Knowledge, Attitudes, and COVID-19 Prevention Practices of Healthcare Workers in Indonesia: A Mobile-based Cross-sectional Survey Besral, Besral; Wiyanti, Zulvi; Nurizin, Dion Zein; Herdayati, Milla; Sutiawan, R; Rahmaniati, Martya; Yuniar, Popy
Kesmas Vol. 17, No. 2
Publisher : UI Scholars Hub

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Abstract

Knowledge of disease can affect attitudes and prevention practices, and wrong attitudes and practices can directly increase the risk of disease infection. This study aimed to describe the knowledge, attitudes, and COVID-19 prevention practice of healthcare workers in Indonesia and factors associated with prevention practices. A mobile-based cross-sectional survey was conducted in August 2020 with 254 healthcare workers in Indonesia. The self-administered questionnaire consisted of four parts: 1) sociodemographic information, 2) knowledge of COVID-19, 3) attitudes and anxiety toward COVID-19, and 4) COVID-19 prevention practices. The results indicated that healthcare workers in Indonesia had excellent knowledge and positive attitudes about COVID-19, but their preventionpractices were lacking. The multiple logistic regression analysis results revealed that the factors associated with the COVID-19 prevention practices of healthcare workers in Indonesia were knowledge, attitudes, anxiety, domicile island, age, income, and education. Healthcare workers who had excellent knowledge, positive attitudes, and high anxiety exhibited better COVID-19 prevention practices than others. Healthcare workers in Sumatra Island, aged 41–50 years, and an undergraduate education showed better COVID-19 prevention practices than others.
Spatial Durbin Model on the Utilization of Delivery at Health Facilities: A 2017 Indonesian Demographic and Health Survey Analysis Wahyuni, Indah Sri; Gustina, Ira; Makful, Martya Rahmaniati; Eryando, Tris
Kesmas Vol. 19, No. 2
Publisher : UI Scholars Hub

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Abstract

The utilization of delivery at health facilities is a major intervention in reducing 16 to 33% of deaths. This study aimed to determine the model of utilization of delivery at health facilities in Indonesia in 2017 and its influential factors. This study used secondary data from the 2017 Indonesian Demographic and Health Survey using a Spatial Durbin Model (SDM) approach. The population was mothers aged 15 – 49 years, spread across 34 provinces of Indonesia, and had 15,321 samples. The results showed that the Moran’s I value was positive (0.146) and significant at p-value = 0.007, indicating clustered regions with similar characteristics. The SDM modeling estimation results (R2 = 91.61%) presented those dependent and independent variables that influenced the utilization of delivery at health facilities and its influential factors. The significant and most dominant direct factor that influenced the utilization of delivery at health facilities was pregnancy visits, while the most dominant indirect factor was socioeconomic status. Therefore, further policy planning is expected to be based on regional specificities, and effective intervention programs should be designed based on these factors.
Hypnotherapy as a method of smoking cessation: a systematic review Andrean, Jessie; Rahmaniati Makful, Martya
BKM Public Health and Community Medicine Vol 38 No 10 (2022)
Publisher : Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22146/bkm.v38i10.5560

Abstract

Purpose: Hypnotherapy is a method to stop smoking. But the effectiveness needs to be proven. Methods: a systematic review was conducted on articles published between 2012-2022 that examined hypnotherapy as a smoking cessation intervention. Results: four relevant studies were obtained. Two studies discussed the effectiveness of hypnotherapy over relaxation and nicotine replacement therapy (NRT). One study examined the effect of individual hypnosis susceptibility on the effectiveness of hypnotherapy. Finally, the study discusses the effect of brain waves on hypnotherapy through EEG assessment. Conclusion: Hypnotherapy intervention is superior to NRT but not superior to the relaxation method. Individuals with higher susceptibility are proven to have more influence on hypnotherapy interventions. Hypnotherapy has been shown to affect brain wave activity through EEG assessment. Further research is needed regarding the effectiveness of hypnotherapy on various population characters.
Co-Authors Abimayu, Anggi Tria Adella, Tiara Ahmad Khumaidi Annaja Aldila Riznawati Aldila Riznawati Andrean, Jessie Angesti, Raissa Lingga Anggi Tria Abimayu Apriantini, Inna Artha Prabawa Atmiroseva, Atmiroseva Besral . Deny Yudhistira Deny Yudhistira Deny Yudhistira Deny Yudhistira Desya Mulyaningrum Dewi Susanna Dewi, Romariana Dhamayanti, Grahyta Dian Fajar Hapsari Dian Mulya Sari Dian Pratiwi Dion Zein Nurizin Dwisaputro, Sigit Dwitasari, Indah Emilia Pandin Madao Fajar Nugraha Fajar Nugraha Falupi, Lilik Aryani Fentia Budiman Fifi Dwijayanti Fitri, Laelatul Gea Puteri Utami Grahyta Dhamayanti Gustina, Ira Hanafi, Nurrachda Handayani, Yolanda Hariastuti, Dwi Ristiani Hendi Setiadi Hermawati, Ema Huda Rahmawati Ina Rahayu Ginting Indah Sri Wahyuni Indang Trihandini Indriyani Inggarputri, Yuanita Rizky Inna Apriantini Intansari Intansari Jesa Nuhgroho Jilan Salshabilla Mutaqin Kemal N. Siregar Kholifatul Mardiah Kusumadewi, Ni Nengah Sri Laelatul Fitri Lestari, Andini Ayu Lestiantoro, Sebalt Liza Meutia Manendra Muhtar Mario Ekoriano Meutia, Liza Milla Herdayati, Milla Mochamad Anwarid Ardans Pratama Muhammad Aulia Rahman Mulyaningrum, Desya Mutaqin, Jilan Salshabilla Muthmainnah Muthmainnah Muthmainnah Muthmainnah Nabila Vebiana Soviadi Nashriyah, Siti Fadhilatun Ni Nengah Sri Kusumadewi Nia Watri Wahyuni Novitasari, Prihatini Dini Nugroho, R Nasrullah Nur Nuhgroho, Jesa Nuridzin, Dion Zein Nurizin, Dion Zein Nurvita Ruwandasari Nurzahara Bagus Okfriani, Coraima Pamadi, Nayaka Nayottama Popy Yuniar Popy Yuniar Putri, Nur A’isyah Amalia Putu Dian Karmana Putu Dian Karmana R Sutiawan Rahmawati Jalih Ratih Trivalni Regita Septiani Regita Septiani Retnowati Retnowati Risma Risma Rita Damayanti Riznawati, Aldila Robet Triarjunet Roma Yuliana Sabarinah Prasetyo safitri widayanti Sakti, Eka Satriani Simanjuntak, Saidah Fatimah Sari Sipahutar, Tiopan Sofiyulloh, Sofiyulloh Sofwatun Nida Srimayarti, Berly Nisa Suharyo Adijoyo Nugroho Sutanto Priyo Hastono Sutanto Priyo Hastono Sutiawan, R Tampubolon, Romariana Dewi Teti Tejayanti Teti Tejayanti Tiara Adella Tiopan Sipahutar Tri Wahyudi Triarjunet, Robet Tris Eryando Trisari Anggondowati Verry Adrian Wiyanti, Zulvi Yohana Septianty Isabel Yolanda Handayani Yudhistira, Deny Yuli Puspita Devi Yuli Puspita Devi Yuli Puspita Devi Yunanda, Rista Yuni Laferani Zainul Khaqiqi Nantabah