Medicine and Health Sciences Commons^™

Assessing Technologies For Information-Seeking On Prostate Cancer Screening By Low-Income Men, Susan W. Mcroy, Emily M. Cramer, Hayeon Song

Journal of Patient-Centered Research and Reviews

Purpose: This paper presents a multipart investigation of the benefits and challenges in deploying automated question-answering as an alternative to web-based searching to provide information about prostate cancer screening for low-income men age 40 years and older.

Methods: The study comprised: 1) a survey assessing current use of the Internet, mobile phones and texting; 2) a controlled observational study of both web-based searching and automated question-answering for information about prostate cancer; and 3) a formative field study in which subjects interacted with a health department nurse using text messages.

Results: Survey results suggest the target population has greater access to, …

Human Papillomavirus And The Gardasil Vaccine: Medicalization And The Gendering Of Bodies And Bodily Risk, Lauren Camara

Laurier Undergraduate Journal of the Arts

No abstract provided.

An Exploration Of The Health Experiences Of Youth Who Were Trafficked For Sex, Christine Ann Meister

USF Tampa Graduate Theses and Dissertations

This pilot study used photovoice methodology to explore the current health needs of youth who were trafficked for sex and are now living in an alternative family care setting. The goals of this study were to add to the current literature regarding the health needs of victims of domestic minor sex trafficking and to add a qualitative aspect to the evaluation of the Citrus Helping Adolescents Negatively Impacted by Commercial Exploitation (CHANCE) program. Disposable cameras were distributed to a group of adolescent girls enrolled in the program who were then tasked with taking pictures of things that made them feel …

Psychological Fears Among Low-Paid Female Sex Workers In Southwest China And Their Implications For Hiv Prevention, Shan Qiao Ph.D., Xiaoming Li Ph.D., Chen Zhang, Yuejiao Zhou, Zhiyong Shen, Zhenzhu Tang, Bonita Stanton

Faculty Publications

Commercial sex plays a critical role in rapidly increasing heterosexual transmission of HIV in China. Low-paid female sex workers (FSWs) are especially vulnerable to HIV/AIDS. Because of the illegality and stigma associated with sex work, FSWs may constantly live with fears in their daily life. Based on cross-sectional study of 794 low-paid FSWs in China we described their psychological fears related to commercial sex and examined the associations between fears and HIV-related behaviors. Fear of HIV infection was significantly associated with consistent use of condoms with clients. However, fear of breaching sex worker identity significantly prevented the FSWs from consistently …

Exploring Barriers: An Analysis Of Access To Effective Tuberculosis Care In Cape Town, Yvonne Okaka

Independent Study Project (ISP) Collection

My independent study project (ISP) examines factors that hinder access to tuberculosis (TB) healthcare and its effective implementation in Cape Town. In order to expand research on the topic, important barriers will be examined and explained. This project is relevant due to the high prevalence and mortality rates of tuberculosis in South Africa, as well as the fact that an overwhelming emphasis on HIV can lead to overlooking the serious nature of TB as a public healthcare issue. It is hoped that this study will provide more insight into improving access to TB care, and be a resource for those …

Cancer Survivorship Care: An Emphasis On Rehabilitation Needs In Maine, Miranda Carlson, Nicole Christine, Charles Dowd, Cassandra Dawley, Irina Fedulow, Lisa Gerhardt, Erin Pike, Kaitlin Powers, Angela Serrani

Disease Prevention and Health Promotion Papers

The first section of this report addresses the evidence of causation concerning impairments developed as a result of a cancer diagnosis and cancer treatment. The second section investigates the evidence regarding rehabilitation and physical activity as an effective intervention in the prevention and treatment of impairments from cancer diagnosis and cancer treatment. The third section discusses the underlying behavioral change theory for incorporation of our Cancer Survivorship Rehabilitation Algorithm (Appendix 1), which details our proposed use of rehabilitation and wellness services in the continuum of cancer care and includes an outline for a survivorship care plan. This section also discusses …

Structural Factors That Increase Hiv/Sti Vulnerability Among Indigenous People In The Peruvian Amazon, E. Roberto Orellana, Isaac E. Alva, Cesar P. Cárcamo, Patricia J. García

School of Social Work Faculty Publications and Presentations

We examined structural factors—social, political, economic, and environmental—that increase vulnerability to HIV among indigenous people in the Peruvian Amazon. Indigenous adults belonging to 12 different ethnic groups were purposively recruited in four Amazonian river ports and 16 indigenous villages. Qualitative data revealed a complex set of structural factors that give rise to environments of risk where health is constantly challenged. Ferryboats that cross Amazonian rivers are settings where unprotected sex—including transactional sex between passengers and boat crew and commercial sex work—often take place. Population mobility and mixing also occurs in settings like the river docks, mining sites, and other resource …

A Meta-Analysis Of The Prediction Of Violence Among Adults With Mental Disorders, Hing Po Lam

Dissertations, Theses, and Capstone Projects

The study of the risk for violence among persons with mental disorders has received substantial scientific attention over the past few decades; however, many uncertainties and controversies remain due to the wide disparities in the reported results. Using the state-of-the-art perspective of public health, a meta-analysis was conducted to clarify the ambiguities by synthesizing quantitative findings from 85 research reports (completed between January 1970 and May 2010) on violence risk assessment among mentally disordered adults. Results of this meta-analytic study revealed that the estimates of the prevalence of violence among the psychiatric population varied considerably from 1.1% to 78.4% with …

Syrian Refugee Families’ Awareness Of The Health Risks Of Child Marriage And What Organizations Offer Or Plan In Order To Raise Awareness, Rachel Fowler

Independent Study Project (ISP) Collection

The hypothesis of the study assumes: If Syrian refugee families understood the health risks involved with child marriage and the severity of these risks, they would be less likely to choose to marry off their daughter under the age of 18. If these families had more health educational programs and had more access to these programs, these programs would influence their decision towards avoiding child marriage for their daughter(s).

According to UNICEF, one-third of registered marriages among Syrian refugees in Jordan between January and March 2014 involved girls under the age of 18. Child marriage puts girls at risk of …

Women’S Involvement In Unrwa Family Planning Services: A Study Of Palestinian Refugees In Jordan, Madelyn B. Goodman

Independent Study Project (ISP) Collection

Jordan’s total fertility rate has remained stagnant at 3.5 births per woman since the early 2000s (Malkawi, 2013). Palestinian refugees make up 20% of the population of Jordan, significantly contributing to this fertility rate (Jordan: UNRWA, 2014). The purpose of this study was to investigate the perceived level of voice Palestinian women have in family planning counseling at UNRWA clinics and how this perception influenced the success of the counseling. The research was built on the hypothesis that a low level of patient input and consultation during family planning counseling appointments at UNRWA clinics contributed to the stagnated fertility rate. …

Surgeon Practices And Attitudes Toward The Control Of Surgical-Site Infections In Jordan, Sara Ali Mater

Independent Study Project (ISP) Collection

The purpose of this study was to determine the attitudes and practices of Jordanian surgeons on the control of surgical-site infections, evaluated by the Center of Disease Control’s guidelines toward the prevention of surgical-site infections, in addition to gaining respondents opinions on infection control in Jordan. This study was conducted through the distribution of 75 questionnaires given to surgeons at five hospitals in Jordan. Additional insight on SSI infection control was gained through interviews with two cardiac surgeons and three infection control directors. The results of the survey were compared with the Center for Disease Control’s guide to surgical-site infection …

The Yoda Project: Developing Methods For Sharing Clinical Trial Data, Jessica Ritchie, Harlan Krumholz, Joseph Ross, Cary Gross, Beth Hodshon

Yale Day of Data

Abstract

Data sharing and data transparency are becoming the new standard in clinical research to ensure that patients and clinicians possess all necessary information about a drug or device when making treatment decisions. The Yale University Open Data Access (YODA) Project developed a model to facilitate access to participant-level clinical research data to promote independent analysis by external investigators. The YODA Project is currently collaborating with Medtronic, Inc. and Janssen, the pharmaceutical companies of Johnson & Johnson, to facilitate access to their clinical trial program data by external investigators in a manner that is aligned with the following principles: advance …

Internet Use For Health Information Among American Indians: Facilitators And Inhibitors, Melissa K. Filippi, Christina M. Pacheco, Charlotte Mccloskey, Rebecca Jeanne Crosthwait, Justin Begaye, Jb Kinlacheeny, Won S. Choi, K Allen Greiner, Christine M. Daley

Journal of Health Disparities Research and Practice

Our research team explored Internet use among a heterogeneous American Indian (AI) population to determine Internet use in relation to health information seeking behaviors. Participants examined an AI culturally-tailored tobacco website as an example to explain what they wanted in an AI Internet health site. Using community-based participatory research, we conducted 10 focus groups with non-college AI men and women (N=96), stratified by age (18-29, 30-49, and 50 and over) to better understand their perceptions of Internet use and health information needs. We found that Internet use varied greatly among all strata. Participants referenced WebMD^© more than any other …

Association Analysis Of Reported Attitudes And Culturally Competent Behavior Engagement Among Public Health Department Employees, Marla B. Hall Phd, Jeffrey J. Guidry Phd, E. Lisako Mckyer Phd, Corliss Outley Phd, Danny Ballard Phd

Journal of Health Disparities Research and Practice

Objective: The purpose of this research is to analyze the association of attitudes and beliefs on engaging in culturally competent behavior.

Design: Explorational case study of individuals employed within an urban public health department.

Participants: Employees (n=90) from four metropolitan clinical sites of an urban public health department located in the southwest region of the United States were solicited and recruited during a monthly staff meeting. This sample is representative of 84% of the total employees which is comprised of 107 individuals.

Main Outcome Measures: The Cultural Competence Assessment is designed to explore individual knowledge, feelings …

Predictors Of Healthcare Professionals’ Attitudes Towards Family Involvement In Safety-Relevant Behaviours: A Cross-Sectional Factorial Survey Study, Rachel Davis, M Savvopoulou, R Shergill, S Shergill, D Schwappach

Faculty Publications

OBJECTIVES: To investigate predictors of healthcare professionals' (HCPs) attitudes towards family involvement in safety-relevant behaviours. DESIGN: A cross-sectional fractional factorial survey that assessed HCPs' attitudes towards family involvement in two error scenarios relating to hand hygiene and medication safety. Each survey comprised two randomised vignettes that described the potential error, how the family member communicated with the HCP about the error and how the HCP responded to the family member's question. SETTING: 5 teaching hospitals in London, the Midlands and York. HCPs were approached on a range of medical and surgical wards. PARTICIPANTS: 160 HCPs (73 doctors; 87 nurses) aged …

A Qualitative Examination About Providers’ Perceptions And Recommendations Regarding The Role Of Public Librarians In Addressing Communities’ Health Literacy., Van Ta Park, Lili Luo, Denise Rosidi

Faculty Publications

We assessed health care providers’ perspectives on libraries as a source of health information and elicited input on how to adequately prepare public librarians to provide health information services. Sample text-based reference transactions were shown to determine whether they think the health inquiries were adequately answered. Results showed that participants had favorable perspectives about public libraries, and thought that the public librarians’ role includes addressing the health literacy community needs. Participants provided recommendations for public librarians to improve health literacy. To enhance the ability of public librarians to meet the health literacy needs of their communities, diverse perspectives such as …

Optimalisasi Sistem Pelayanan Kesehatan Berjenjang Pada Program Kartu Jakarta Sehat, Fachmi Idris

Kesmas

Peningkatan jumlah kunjungan pasien ke rumah sakit pada awal masa pemberlakuan program Kartu Jakarta Sehat (KJS) disebabkan belum optimalnya sistem pelayanan kesehatan berjenjang. PT Asuransi Kesehatan (PT Askes) bersama Dinas Kesehatan DKI Jakarta melakukan berbagai upaya dalam bentuk paket intervensi untuk mengoptimalkan sistem tersebut. Penelitian ini bertujuan untuk mengevaluasi efektivitas paket intervensi PT Askes dan Dinas Kesehatan DKI Jakarta dalam meningkatkan optimilisasi sistem rujukan pelayanan kesehatan. Penelitian ini menggunakan survei potong lintang dengan metode pengambilan sampel acak pada puskesmas di DKI Jakarta terhadap hasil intervensi PT Askes. Hasil intervensi diukur melalui wawancara pada kepala puskesmas atau petugas yang mewakili. Data …

Penelitian Genom Dan Implikasinya Dalam Kesehatan Masyarakat Di Indonesia, Doni Hikmat Ramdhan

Kesmas

Penelitian genom yang mengkaji kaitan antara setiap gen dengan suatu penyakit sekaligus mekanismenya untuk mendapatkan pengetahuan yang menyeluruh dalam pengobatan, telah membawa perubahan besar dunia kedokteran dalam mengobati berbagai penyakit. Namun demikian, penelitian genom seharusnya tidak hanya dimanfaatkan untuk pengobatan tetapi juga untuk pencegahan penyakit. Artikel ini membahas masalah kesehatan masyarakat dan peluang pemanfaatan penelitian genom dalam pencegahan penyakit. Penelitian genom yang dapat dimanfaatkan pada bidang kesehatan masyarakat adalah toksikogenomik dan nutrigenomik. Penelitian toksikogenomik mengkaji respons gen akibat pajanan toksikan yang berdampak pada kesehatan manusia. Penelitian nutrigenomik mengkaji respons gen terhadap makanan yang berdampak pada kesehatan manusia. Penelitian toksikogenomik dan …

Pengaruh Pendekatan Child Healthcare Modeldan Transtheoretical Model Terhadap Asupan Makan Anak Overweight Dan Obesitas, Kadek Ayu Erika, Elly Nurachmah

Kesmas

Overweight dan obesitas pada anak merupakan suatu masalah yang kompleks disebabkan multifaktor, yaitu interaksi genetik dan lingkungan. Gaya hidup perkotaan dipicu oleh asupan makanan yang berlebih pada anak overweight dan obesitas. Strategi untuk menurunkan asupan makan berlebih pada anak adalah dengan pendekatan child healthcare model dan transtheoretical model sehingga dapat mengendalikan gaya hidup anak. Penelitian ini bertujuan membuktikan pengaruh pendekatan child healthcare dan transtheoretical model terhadap asupan karbohidrat anak overweight dan obesitas. Penelitian ini dilaksanakan di wilayah kecamatan Biringkanaya dan Tamalanrea, Makassar, pada bulan Agustus 2013 sampai Maret 2014. Desain yang digunakan adalah quasy experiment yaitu pretest and posttest with …

Tingkat Pengetahuan Dan Persepsi Terhadap Shisha Pada Mahasiswa, Dhimas Nirwana Yudha, Yayi Suryo Prabandari, Purwanta Purwanta

Kesmas

Isu yang berkembang terkait pengetahuan dan persepsi seorang calon tenaga kesehatan memengaruhi keberhasilan pelayanan kesehatan dalam menjawab tantangan di masyarakat nantinya. Shisha (rokok dari Timur Tengah) mulai marak di Yogyakarta. Tujuan penelitian ini untuk memperoleh gambaran tentang tingkat pengetahuan dan persepsi terhadap shisha pada mahasiswa reguler tahap akademik Fakultas Kedokteran Universitas Gadjah Mada. Penelitian ini merupakan penelitian deskriptif menggunakan rancangan potong lintang. Sampel penelitian adalah mahasiswa dari tiga program studi yang dilakukan pada bulan September - Oktober 2013. Jumlah responden sebanyak 72 mahasiswa ilmu keperawatan, 74 mahasiswa gizi dan kesehatan dan 258 mahasiswa pendidikan dokter. Pengumpulan data dilakukan dengan kuesioner. …

Diagnosis Dini Tuberkulosis Pada Kontak Serumah Dengan Penderita Tuberkulosis Paru Melalui Deteksi Kadar Ifn-Γ, Sri Andarini Indreswari, Suharyo Suharyo

Kesmas

Tuberkulosis paru masih merupakan masalah dunia. Indonesia menempati peringkat ke tiga di dunia pada tahun 2012. Target nasional Case Detection Rate tahun 2012 adalah 70%, sedangkan pencapaian Jawa Tengah sebesar 58,48%. Penelitian ini bertujuan untuk memperoleh batas kadar interferon (IFN) γ pada orang kontak serumah dengan penderita tuberkulosis paru sebagai dasar diagnosis dini penyakit tuberkulosis. Penelitian dilakukan secara kohort selama dua tahun (2011 - 2013) di Balai Kesehatan Masyarakat Paru Semarang. Pada akhir penelitian, terdapat 12 responden kontak dan 13 tidak kontak serumah. Uji Wilcoxon menunjukkan perbedaan bermakna rerata kadar IFN-γ antara kelompok kontak dengan kelompok tidak kontak serumah (nilai …

Peningkatan Determinan Sosial Dalam Menurunkan Kejadian Tuberkulosis Paru, Dyah Wulan Sumekar Rengganis Wardani

Kesmas

Upaya pengendalian tuberkulosis paru oleh World Health Organization telah meningkatkan angka kesembuhan dan menyelamatkan banyak jiwa, tetapi kurang berhasil dalam menurunkan insiden tuberkulosis. Oleh karena itu, pengendalian tuberkulosis akan lebih menekankan pada kebijakan determinan sosial karena determinan sosial secara langsung maupun melalui faktor risiko tuberkulosis berpengaruh terhadap tuberkulosis. Di Bandar Lampung, angka notifikasi tuberkulosis dari tahun 2009 – 2010 mengalami peningkatan walaupun angka kesembuhan sudah lebih dari 85%. Bandar Lampung juga merupakan bagian dari salah satu provinsi termiskin di Indonesia. Penelitian ini bertujuan untuk mempelajari pengaruh determinan sosial (yang diukur melalui indikator pendidikan, pendapatan dan kelas sosial) terhadap kejadian tuberkulosis. …

Pertumbuhan Dan Perkembangan Anak Usia 3-24 Bulan Di Daerah Konflik, Hastuti Usman, Hadyana Sukandar, Ma’Mun Sutisna

Kesmas

Lima tahun pertama adalah masa penting dalam proses tumbuh kembang anak. Anak lahir dan tinggal di daerah rawan bencana (bencana alam, perang, atau konflik bersenjata) berisiko mengalami kegagalan pertumbuhan dan keterlambatan perkembangan. Penelitian ini bertujuan mengukur perbedaan pertumbuhan dan perkembangan anak usia 3 - 24 bulan antara yang tinggal di daerah konflik dan bukan konflik dan menganalisis korelasi tempat tinggal daerah konflik dengan pertumbuhan serta perkembangan anak usia 3 - 24 bulan. Metode penelitian secara potong lintang dilakukan di Kabupaten Poso periode Februari - Maret 2014 terhadap 40 anak usia 3 - 24 bulan di daerah konflik dan bukan konflik. …

Malnutrisi Akut Berat Dan Determinannya Pada Balita Di Wilayah Rural Dan Urban, Titih Huriah, Laksono Trisnantoro, Fitri Haryanti, Madarina Julia

Kesmas

Malnutrisi akut berat merupakan malnutrisi yang paling serius yang memengaruhi balita dan merupakan masalah kesehatan utama di negara-negara berkembang. Malnutrisi telah meluas baik di perkotaan maupun perdesaan. Akar permasalahan malnutrisi di negara berkembang salah satunya adalah faktor sosial demografi. Tujuan penelitian untuk melihat perbedaan kejadian malnutrisi dan determinannya di area perkotaan dan pedesaan di Yogyakarta. Penelitian menggunakan desain potong lintang dengan responden adalah semua balita malnutrisi akut berat di Kabupaten Sleman (23 balita) dan Kota Yogyakarta (33 balita). Analisis data menggunakan statistik deskriptif dan inferensial. Penelitian dilaksanakan pada Bulan Desember 2012 - Februari 2013. Prevalensi balita malnutrisi akut lebih banyak …

Pendapatan Daerah, Pembiayaan Kesehatan, Dan Gizi Buruk Pada Balita: Studi Korelasi Tingkat Kabupaten/Kota, Septyana Choirunisa, Asri C. Adisasmita

Kesmas

Pendanaan kesehatan merupakan salah satu faktor penting dalam memengaruhi derajat kesehatan, termasuk salah satu masalah gizi pada balita yang disebut gizi buruk. Oleh karena itu, penelitian ini bertujuan mendeskripsikan pendapatan daerah dan pembiayaan kesehatan serta korelasinya dengan gizi buruk pada balita di tingkat kabupaten/kota di Indonesia tahun 2007. Penelitian ini merupakan studi ekologi/korelasi. Data pendapatan daerah dan pembiayaan kesehatan didapat dari Kementerian Keuangan, sedangkan data gizi buruk menggunakan data Riset Kesehatan Nasional tahun 2007. Sebanyak 250 kabupaten/kota yang diteliti dengan tidak mengikutsertakan kabupaten/kota yang datanya tidak lengkap atau tidak valid. Secara nasional, hanya persentase pendapatan asli daerah (PAD) per total …

Evaluasi Pelaksanaan Konseling Menyusui, Ika Murtiyarini, Dewi Marhaeni Diah Herawati, Irvan Afriandi

Kesmas

Salah satu upaya pemerintah dalam meningkatkan pemberian ASI di Indonesia adalah dengan memberikan konseling menyusui di pelayanan kesehatan. Penelitian perlu dilakukan untuk mengevaluasi pelaksanaan konseling menyusui di Kota Jambi dengan mengeksplorasi komponen input, activity, output, dan outcome. Penelitian ini merupakan penelitian kualitatif menggunakan strategi studi kasus. Penelitian dilakukan di empat puskesmas Kota Jambi pada bulan Desember 2013 sampai dengan Februari 2014. Pengumpulan data dilakukan dengan studi dokumen, observasi pelaksanaan konseling menyusui dan sarana prasarana, wawancara mendalam, serta focus group discussion. Analisis data yang digunakan adalah analisis tematik. Hasil penelitian menunjukkan bahwa komponen input dan activity kurang optimal seperti kurangnya sumber …

Pattern Of Household Drug Storage, Retno Gitawati

Kesmas

Household storage of pharmaceutical is world-widely practice, including in Indonesia. The purpose of this study was to obtain the pattern of medicine storage, the sources and reasons of medicine kept in households. Acrosssectional survey was conducted on October 2011, involving 250 adult household respondents, randomly selected from three subdistricts in North Jakarta, and have approved the written consents, and interviewed with structured questionnaire. Data were performed in univariate and bivariate analysis with chi square test. The majority of household (82%) stored drugs at home; analgesic-antipyretic nonsteroidal anti-inflammatory was the type of drugs kept by mostly (76.1%) of household. Out of …

Family Role Towards Smoking Behaviour Among Children In Jakarta, Wahyu Septiono, Dan Wolf Meyrowitsch

Kesmas

In Indonesia, the prevalence of smoking among 5 – 9 years old children has increased from 0.4% in 2001 to 2% in 2007. Among present adults smokers (>20 years), 17% started to smoke before the age of 13 years. This study identified factors related to smoking behaviour among 8 – 12 years old children in Jakarta, Indonesia using a questionnaire based cross sectional survey to obtain smoking status and possible predictors towards smoking habit. The total sample size was 1,097 students among 3rd - 7th grade students from schools in Jakarta. Self-reported smoking status was defined as whether the …

Asupan Karbohidrat Sebagai Faktor Dominan Yang Berhubungan Dengan Kadar Gula Darah Puasa, Aprilya Roza Werdani, Triyanti Triyanti

Kesmas

Peningkatan kadar gula darah memicu peningkatan produksi hormon insulin yang erat hubungannya dengan diabetes melitus. Berdasarkan data Riskesdas, prevalensi diabetes melitus di Indonesia meningkat dari 1,1% (2007) menjadi 2,1% (2013). Penelitian ini bertujuan untuk mengetahui faktor dominan yang berhubungan dengan kadar gula darah puasa pegawai pemberdayaan masyarakat & keluarga dan pegawai sekretariat daerah Kota Depok. Desain penelitian yang digunakan adalah potong lintang dan melibatkan 105 sampel. Variabel independen penelitian meliputi karakteristik individu, asupan zat gizi, hipertensi, aktivitas fisik, status gizi dan pengetahuan gizi. Analisis data yang dilakukan adalah analisis univariat, analisis bivariat menggunakan uji korelasi dan uji beda dua mean, …

Asupan Vitamin D Rendah Dan Keparahan Demam Berdarah Dengue Pada Anak Usia 1-14 Tahun, Nur Siyam, Siswanto Agus Wilopo, Mohammad Hakimi

Kesmas

Demam berdarah dengue (DBD) menimbulkan syok dan kematian. Penderita DBD di Yogyakarta sebagian besar usia 1 - 12 tahun dengan DBD parah. Asupan vitamin D rendah diasumsikan penyebab DBD parah. Asumsi ini perlu dibuktikan dengan menganalisis pengaruh asupan Vitamin D dan keparahan DBD. Rancangan penelitian adalah studi kasus kontrol. Penelitian di bangsal rawat inap anak dan instalasi catatan medik RS Jogja dan RSUP Dr. Sardjito. Kasus adalah anak usia 1 - 14 tahun dengan DBD grade III & IV, kontrolnya DBD grade I & II. Data asupan vitamin D diambil dengan food frequency questionnaire (FFQ). Variabel luar adalah indeks massa …