Epidemiology Commons^™

Predictive Modeling Of Influenza In New England Using A Recurrent Deep Neural Network, Alfred Amendolara

Theses

Predicting seasonal variation in influenza epidemics is an ongoing challenge. To better predict seasonal influenza and provide early warning of pandemics, a novel approach to Influenza-Like-Illness (ILI) prediction was developed. This approach combined a deep neural network with ILI, climate, and population data. A predictive model was created using a deep neural network based on TensorFlow 2.0 Beta. The model used Long-Short Term Memory (LSTM) nodes. Data was collected from the Center for Disease Control, the National Center for Environmental Information (NCEI) and the United States Census Bureau. These parameters were temperature, precipitation, wind speed, population size, vaccination rate and …

Intervention For Cognitive Reserve Enhancement In Delaying The Onset Of Alzheimer's Symptomatic Expression (Increase), A Randomized Controlled Trial: Rationale, Study Design, And Protocol, Daniela C. Moga, Brooke F. Beech, Erin L. Abner, Frederick A. Schmitt, Riham H. El Khouli, Ashley I. Martinez, Lynne Eckmann, Mark Huffmyer, Rosmy George, Gregory A. Jicha

Pharmacy Practice and Science Faculty Publications

BACKGROUND: The course of Alzheimer's disease (AD) includes a 10-20-year preclinical period with progressive accumulation of amyloid β (Aβ) plaques and neurofibrillary tangles in the absence of symptomatic cognitive or functional decline. The duration of this preclinical stage in part depends on the rate of pathologic progression, which is offset by compensatory mechanisms, referred to as cognitive reserve (CR). Comorbid medical conditions, psychosocial stressors, and inappropriate medication use may lower CR, hastening the onset of symptomatic AD. Here, we describe a randomized controlled trial (RCT) designed to test the efficacy of a medication therapy management (MTM) intervention to reduce inappropriate …

Efek Asi Eksklusif Terhadap Stunting Pada Anak Usia 6-59 Bulan Di Kabupaten Bogor Tahun 2019, Hardya Gustada Hikmahrachim, Rinawati Rohsiswatmo, Sudarto Ronoatmodjo

Jurnal Epidemiologi Kesehatan Indonesia

Stunting, atau perawakan pendek, berhubungan erat dengan hambatan kemampuan kognitif dan kualitas hidup. Prevalensi stunting di Indonesia mencapai 30,8% tahun 2018. Stunting dipengaruhi pemenuhan nutrisi di awal kehidupan, salah satunya melalui ASI eksklusif. Meskipun cakupan ASI eksklusif di Indonesia sudah 74,5%, hubungan stunting dengan ASI eksklusif seringkali tidak konsisten akibat keberagaman kuantitas dan kualitas ASI. Penelitian ini ingin mengetahui efek ASI eksklusif terhadap stunting di Kabupaten Bogor, sebagai salah satu daerah tinggi stunting di Indonesia. Penelitian dengan desain potong lintang ini dilaksanakan di Puskesmas Kecamatan Ciampea, Kabupaten Bogor, pada Februari sampai April 2019. Kriteria inklusi adalah balita usia 6-59 bulan …

Social Ecological Factors Affecting Substance Abuse In Ghana (West Africa) Using Photovoice, Ahmed Kabore, Evans Afriyie-Gyawu, James Awuah, Andrew R. Hansen, Ashley Walker, Melissa Hester, Moussa Aziz Wonadé Sié, Dhruv Medarametla, Nicolas Meda

Biostatistics, Epidemiology & Environmental Health Sciences: Faculty Publications

Introduction: substance abuse is an important public health issue affecting West Africa; however, there is currently a dearth of literature on the actions needed to address it. The aim of this study was to assess the risks and protective factors of substance abuse in Ghana, West Africa, using the photovoice method.

Methods: this study recruited and trained 10 participants in recovery from substance abuse and undergoing treatment in the greater Accra region of Ghana on the photovoice methodology. Each participant received a disposable camera to take pictures that represented the risk and protective factors pertinent to substance abuse …

Hubungan Wilayah Tempat Tinggal Dengan Pemberian Asi Ekslusif Pada Anak 0-5 Bulan Di Indonesia (Analisis Data Survei Demografi Kesehatan Indonesia) Tahun 2017, Andi Karnila, Krisnawati Bantas

Jurnal Epidemiologi Kesehatan Indonesia

ASI ekslusif dapat mencegah morbiditas dan mortalitas pada anak. Wilayah tempat tinggal perkotaan dan pedesaan memiliki keterkaitan dengan praktek pemberian ASI ekslusif. Penelitian ini bertujuan untuk menganalisis hubungan antara wilayah tempat tinggal dengan praktek pemberian ASI ekslusif pada anak 0-5 bulan di Indonesia. Desain studi penelitian yaitu cross sectional menggunakan data sekunder Survei Demografi Kesehatan Indonesia. Penelitian ini dilaksanakan diseluruh provinsi di Indonesia. Variabel dalam penelitian ini terdiri dari ASI ekslusif sebagai variabel dependen, wilayah tempat tinggal sebagai variabel independen dan variabel perancu yang terdiri dari umur ibu, pendidikan ibu, paritas, kondisi depresi ibu, status bekerja, status ekonomi, status pernikahan, …

Pemberantasan Sarang Nyamuk 3m Plus Terhadap Kejadian Demam Berdarah Dengue Di Puskesmas Payung Sekaki Kota Pekanbaru; Studi Kasus Kontrol, Tyagita Widya Sari, Retno Putri

Jurnal Epidemiologi Kesehatan Indonesia

Demam Berdarah Dengue (DBD) adalah penyakit menular yang disebabkan oleh virus Dengue dan ditularkan melalui gigitan nyamuk Aedes aegypti. Dinas Kesehatan Provinsi Riau melaporkan jumlah kasus DBD sebanyak 277 dan Case Fatality Rate (CFR) DBD sebesar 1,4% pada tahun 2016, di mana kasus terbanyak berasal dari Kota Pekanbaru yaitu 58 kasus dengan CFR sebesar 0%. Adapun, CFR DBD di wilayah kerja Puskesmas Payung Sekaki meningkat dari 0% pada tahun 2015 menjadi 0,7% pada tahun 2016. DBD merupakan penyakit berbasis lingkungan yang dapat dicegah dengan melakukan tindakan pengendalian vektor, antara lain dengan pemberantasan sarang nyamuk (PSN) dan tindakan pencegahan lainnya. Akan …

Pengaruh Inisiasi Menyusu Dini Terhadap Kematian Neonatal Pada Bayi Berat Lahir >2500 Gram Dan Pada Bayi Berat Lahir Rendah Di Indonesia, Ana Maina Rezky, Asri C. Adisasmita

Jurnal Epidemiologi Kesehatan Indonesia

Kematian balita banyak terjadi pada masa neonatal. Inisiasi menyusu dini merupakan salah satu bentuk perawatan esensial saat lahir dan sebagai kunci awal dalam meningkatkan kelangsungan hidup bayi neonatal. Penelitian ini bertujuan mengetahui pengaruh inisiasi menyusu dini terhadap kematian neonatal pada bayi berat lahir > 2500 gram dan pada bayi berat lahir rendah di Indonesia. Penelitian ini menggunakan data yang bersumber dari Survei Demografi dan Kesehatan Indonesia tahun 2012. Data yang dikumpulkan dalam SDKI diperoleh melalui wawancara responden menggunakan kuesioner. Metode pengambilan sampel yang digunakan dalam SDKI yakni pertama melakukan pemilihan sejumlah primary sample unit (PSU) secara probability proportional to size (PPS), …

Association Of Obesity And Negative Acid-Fast Bacilli Finding Among Pulmonary Tuberculosis Patients With Type 2 Diabetes Mellitus, Nadya Magfira, Md Ikhsan Mokoagow, Ida Ayu Kshanti, Helda Helda

Jurnal Epidemiologi Kesehatan Indonesia

non-diabetes mellitus population. However, it’s effect on PTB in type 2 diabetes mellitus (T2DM) patient is unclear. The study aims to determine the association between obesity and PTB in patient with T2DM. A cross sectional study was held in in-patient, The Department of Internal Medi cine, Fatmawati General Hospital from January 2015 to December 2017. This study includes patient with T2DM who had been diagnosed with PTB and age > 18 years old. In this study negative Acid-fast-bacilli (AFB) founding defined as patient’s sputum is negative by smear microscopy, while obesity define as body mass index > 24.9 kg/m2. From 363 PTB …

Faktor-Faktor Yang Berkontribusi Terhadap Kejadian Luar Biasa Hepatitis A Di Pesantren X Kab. Cirebon, Januari 2018, Ima Ananda, Syahrizal Syarif, Ade Nurlina

Jurnal Epidemiologi Kesehatan Indonesia

Kejadian luar biasa Hepatitis A di Pondok Pesantren X pada bulan Januari 2018 merupakan KLB Hepatitis A pertama di Kabupaten Cirebon. Penelitian ini bertujuan untuk mengidentifikasi faktor risiko kejadian suspek Hepatitis A di Pondok Pesantren X Kabupaten Cirebon. Penelitian ini menggunakan desain kasus kontrol dengan jumlah kasus 30 orang dan kontrol 53 orang. Populasi penelitian adalah seluruh santri Pondok Pesantren X Kabupaten Cirebon. Kasus adalah suspek hepatitis A yaitu santri Pondok Pesantren X yang mengalami gejala jaundice dan air kencing berwarna seperti teh pada periode Desember 2017-Januari 2018. Kontrol adalah santri Pondok Pesantren X yang tidak mengalami gejala jaundice dan …

Clostridium Difficile In Asia: Opportunities For One Health Management, Deirdre A. Collins, Thomas V. Riley

Research outputs 2014 to 2021

Clostridium difficile is a ubiquitous spore-forming bacterium which causes toxin-mediated diarrhoea and colitis in people whose gut microflora has been depleted by antimicrobial use, so it is a predominantly healthcare-associated disease. However, there are many One Health implications to C. difficile, given high colonisation rates in food production animals, contamination of outdoor environments by use of contaminated animal manure, increasing incidence of community-associated C. difficile infection (CDI), and demonstration of clonal groups of C. difficile shared between human clinical cases and food animals. In Asia, the epidemiology of CDI is not well understood given poor testing practices in many countries. …

Rates Of Benign Heart Tumors Diagnosed In Florida Hospitals: 1988-2012, Robert B. Hood, Elliott Smith, Richard B. Early, Zachary Weber, Sharona B. Ross, Alexander S. Rosemurgy Ii, Randall E. Harris

Florida Public Health Review

No abstract provided.

Burden And Risk Of Non-Aids Defining Cancers In Hiv-Infected Persons Receiving Antiretroviral Therapy, Brittney L. Dickey

Theses & Dissertations

The burden of cancers not previously associated with an HIV infection, called non-AIDS defining cancers (NADCs), have increased in the years since highly active anti-retroviral therapy has been introduced. The studies in this dissertation attempted to quantify this burden via incidence and mortality compared to the general population. Further, an assessment of risk factors and creation of a predictive risk model, a nomogram, were utilized to better understand how factors associated with demographics, lifestyle, and immune response affected risk for an NADC diagnosis once therapy was initiated and HIV better controlled. Standardized incidence and mortality ratios showed that burden of …

Validity Study Of The R-Pla, A Resilience Scale For People Living With Hiv, Jinxiang Hu, Julianne M. Serovich, Monique J. Brown, Judy A. Kimberly, Yi-Hsin Chen

Faculty Publications

This study provides psychometric assessment of a resilience scale with a sample of women living with HIV. Baseline data were used from a longitudinal HIV disclosure study of 124 women aged between 18-63 collected between 2001 and 2004 in a large Midwestern city. The Rasch model was used to examine the psychometric properties of the resilience scale. Results indicated that the resilience instrument meets the Rasch model application assumptions. Evidence of validity suggested the resilience instrument demonstrated good item and person fit, as well as good item and person reliability. Most items showed measurement invariance across different age and racial …

An Evaluation Of Factors Associated With The Perceptions Of Diabetes In A Filipino American Sample Residing In Clark County, Nevada, Lawrence Nartatez Sagadraca

UNLV Theses, Dissertations, Professional Papers, and Capstones

This study assessed beliefs about the contribution of the Filipino diet and genetics to diabetes burden and its ability to control it without medical interventions. The data from a need’s assessment survey of 200 Filipino Americans residing in Clark County, Nevada, were analyzed by using the logistic regression model. A significant proportion of the participants believed that diabetes is a problem in the Filipino community (79%) and is related to the Filipino diet (75%) and genetics (69.0%), and that it can be controlled without medical intervention (52.4%). In univariate analyses, age (Odds ratio [OR]: 1.03, 95% confidence interval [CI]: 1.01 …

Evaluating Parents Sociodemographic Factors And Childhood Vaccine Decisions, Mehret Girmay

UNLV Theses, Dissertations, Professional Papers, and Capstones

Vaccination is considered one of the most successful public health achievements of the 20th century. However, with increasing vaccine skepticism emerging over the past decades, there is a threat to the ongoing sustainment of vaccine coverage within all US communities. This study evaluated and compared parents’ sociodemographic factors associated with childhood vaccine decisions. This study is a secondary analysis of 893 parents/guardians, age 18-55 years with child(ren) < 7 years living in the U.S.

Predictive analysis was conducted using multinomial logistic regression modeling was used to examine vaccine decisions (accept, hesitant, and refuse) in relation to parents’ sociodemographic factors. Overall, (66.6%) of parents accepted recommended vaccines, while …

Chorioamnionitis: Case Definition & Guidelines For Data Collection, Analysis, And Presentation Of Immunization Safety Data, Alisa Kachikis, Linda O. Eckert, Christie Walker, Azucena Bardají, Frederick Varricchio, Heather S. Lipkind, Khady Diouf, Wan Ting Huang, Ronald Mataya, Mustapha Bittaye, Clare Cutland, Nansi S. Boghossian, Tamala Mallett Moore, Rebecca Mccall, Jay King, Shuchita Mundle, Flor M. Munoz, Caroline Rouse, Michael Gravett, Lakshmi Katikaneni, Kevin Ault, Nicola P. Klein, Drucilla J. Roberts, Sonali Kochhar, Nancy Chescheir

Faculty Publications

No abstract provided.

Neurodevelopmental Delay: Case Definition & Guidelines For Data Collection, Analysis, And Presentation Of Immunization Safety Data, Adrienne N. Villagomez, Flor M. Muñoz, Robin L. Peterson, Alison M. Colbert, Melissa Gladstone, Beatriz Macdonald, Rebecca Wilson, Lee Fairlie, Gwendolyn J. Gerner, Jackie Patterson, Nansi S. Boghossian, Vera Joanna Burton, Margarita Cortés, Lakshmi D. Katikaneni, Jennifer C.G. Larson, Abigail S. Angulo, Jyoti Joshi, Mirjana Nesin, Michael A. Padula, Sonali Kochhar, Amy K. Connery

Faculty Publications

No abstract provided.

Air Pollution & Asthma Prevalence: Hotspot Analysis On Environmental Injustice In Buffalo, New York, Zuveria Shaguphta

Graduate Dissertations and Theses

This research aims to focus on the historical impacts of segregation in these communities (with Census Bureau data) and whether we see that these are the areas with continued segregation and a disproportionate number of TRI facilities. The third part of this research will be to investigate the presence of asthma in these neighborhoods as documented by the New York State Health Department. Asthma is a chronic disease in which the airways are inflamed due to some kind of external factor causing this reaction. Literature shows that there is a relationship between outdoor air pollution from combustion of fossil fuels …

A Twitter-Based Network Analysis Of Brain Tumor Social Media, Josemari T. Feliciano

Yale Day of Data

The Brain Tumor Social Media (#BTSM) Twitter hashtag was founded in February 2012 as a disease-specific hashtag for brain tumor patients. To understand #BTSM’s role as a patient support system we describe user descriptors, growth, interaction, and content sharing.

Production Of Physician Services Under Fee-For-Service And Blended Fee-For-Service: Evidence From Ontario, Canada., Nibene H Somé, Rose Anne Devlin, Nirav Mehta, Greg Zaric, Lihua Li, Salimah Shariff, Bachir Belhadji, Amardeep Thind, Amit Garg, Sisira Sarma

Epidemiology and Biostatistics Publications

We examine family physicians' responses to financial incentives for medical services in Ontario, Canada. We use administrative data covering 2003-2008, a period during which family physicians could choose between the traditional fee for service (FFS) and blended FFS known as the Family Health Group (FHG) model. Under FHG, FFS physicians are incentivized to provide comprehensive care and after-hours services. A two-stage estimation strategy teases out the impact of switching from FFS to FHG on service production. We account for the selection into FHG using a propensity score matching model, and then we use panel-data regression models to account for observed …

Healthcare Utilization Costs Of Emerging Adults With Mood And Anxiety Disorders In An Early Intervention Treatment Program Compared To A Matched Cohort, Ava A. John-Baptiste, Lihua Li, Wanrudee Isaranuwatchai, Elizabeth Osuch, Kelly K. Anderson

Epidemiology and Biostatistics Publications

AIM: The First Episode Mood and Anxiety Disorder Program (FEMAP) provides treatment to emerging adults with mood and anxiety disorders in an accessible, youth-friendly environment. We sought to investigate FEMAP's impact on the costs of care.

METHODS: We conducted a retrospective observational study of one-year health service costs using linked administrative datasets to compare emerging adults treated at FEMAP (FEMAP users) to propensity-score matched controls (non-users). Costs from the perspective of the Ontario Ministry of Health and Long-Term Care, included drug benefit claims, inpatient, physician and ambulatory care services. We used bootstrapping to perform unadjusted comparisons between FEMAP users and …

Chronic Constipation Among Community-Dwelling Older People In The East Coast Region Of Peninsular Malaysia, Patimah Abdul Wahab, Azidah Abdul Kadir, Yeong Yeh Lee, Siti Hawa Ali, Dariah Mohd Yusoff

Makara Journal of Health Research

Background: This study aimed to investigate the prevalence, symptoms, and factors associated with chronic constipation among community-dwelling older people in the East Coast region of Peninsular Malaysia. Methods: A cross-sectional study was conducted in four selected health clinics using stratified cluster sampling. A face-to-face interview was carried out among the elderly outpatients, in order to complete a structured questionnaire. Results: A total of 400 participants were included in the study. The mean age was 68.7 ± 6.4 years, and 55% of the cohort were women. The prevalence of chronic constipation was 32.3% among the sample population. The …

Factors Influencing Consumers’ Choices Of Oral Hygiene Products: A Cross-Sectional Study, Faiza Awais, Hazik Bin Shahzad, Kiran Naheed, Ayyaz Ali Khan

Makara Journal of Health Research

Background: Environment, peer-groups, and salespersons influence consumers’ purchasing decisions regarding oral hygiene products. Other influences include various cultural, social, demographic, and socioeconomic factors. This study was designed to determine factors motivating and influencing consumers while choosing oral hygiene aids. Methods: 410 patients (age, 10–70 years), who visited the outpatient department of Sheikh Zayed Medical Complex, Lahore, Pakistan, were subjected to a close-ended questionnaire survey. Factors investigated included cost, packaging, media advertisement, perceptions, and previous experiences. Results: The cost of oral-hygiene products (82%) were the biggest influence. Advertisements influenced 55% of consumers in their purchase decisions regarding oral …

Correlation Between Carotid Intima-Media Thickness And Serum Tnf-Alpha Levels In Female With Rheumatoid Arthritis Of Different Ethnicities: A Single-Centre Experience In Malaysia, Kek Xin Yi, Asrul A. Wahab, Mohamad Norazrin Mohd Abas, Siti Amira Kamarul Abdul Wahid, Faridah Hanun Othman, Mohd. Shahrir Mohamed Said

Makara Journal of Health Research

Background: Rheumatoid arthritis (RA) is a destructive chronic inflammatory disease with intra- and extra-articular manifestations. It is associated with accelerated formation of arteriosclerosis. The aim of this study was to ascertain the correlation between endothelial dysfunction using carotid intima–media thickness (cIMT) and tumor necrosis factor-alpha (TNF-α) levels among the three main ethnic groups in Malaysia: Malay, Chinese, and Indian. Methods: This cross-sectional study included 23 females with RA belonging to three different ethnic groups who were free from cardiovascular risk factors. Blood sample was taken from each patient to measure serum TNF-α level, C-reactive protein (CRP), and erythrocyte …

Dimensions Of Stress In Parents Of Children With Autistic Spectrum Disorder, Amirah Hazwani Binti Bakri, Noor Aishah Binti Rosli, Zarinah Binti Mohd Kasirun, Mohd Hairul Nizam Bin Md Nasir, Fazidah Binti Othman, Tengku Sarina Aini Binti Tengku Kasim

Makara Journal of Health Research

Background: Parents of children with Autistic Spectrum Disorder (ASD) are at an increased risk for stress and other mental health problems. While treatment is mainly focused on the child, somehow parents’ stress is exacerbated. Accordingly, the purpose of this study was to identify the sources of stress in the parents of children with ASD. Methods: The 52 parents of children with ASD who participated in the study completed the child domain (CD) and parent domain (PD) subscales of the Parenting Stress Index Fourth Edition (PSI-4). Subsequently, the scores of the PSI-4 subscales were analyzed and compared. Results: …

Factors Influencing Pre-Marital Sexual Intercourse Among Unmarried Young Individuals In Cambodia, Vanthy Mai, Sirinan Kittisuksathit

Makara Journal of Health Research

Background: Sexual behavior of young individual are recognized as one of the main health priority in society. In Cambodia, young individual who hasten to involve in sexual intercourse, contributes to their high risk of various health issues, particularly those related to sexual reproductive health. This research will identify specific characteristics that have strong relationships with pre-marital sexual intercourse among unmarried young individuals in Cambodia. Methods: A binary logistic regression in a multivariate analysis of secondary data was applied from the 2014 cambodian demographic and health survey. the data about pre-marital sexual intercourse were assessed with the CDHS questionnaire …

Does Healthy Lifestyle Contribute To Physical And Mental Health Among University Students?, Dian Caesaria Widyasari, Sherly Saragih Turnip

Makara Journal of Health Research

Background: Little is known of how a healthy lifestyle and its health outcomes are related in university students in Indonesia. This study examined the association between healthy lifestyle markers (diet, sleeping hours, physical exercise, smoking, alcohol intake) and health outcomes (perceived physical fitness, psychological distress) among undergraduate students at university in Indonesia. We also examined gender-related patterns. Methods: A total of 616 undergraduate students participated in two cross-sectional studies carried out between 2011 and 2013. Six close-ended questions were used to measure health behaviors and perceived physical fitness. The Hopkin Symptoms Checklist-25 was used to measure psychological distress. …

An Experimental Model Of Chemically-Induced Ulceration Of The Buccal Mucosa Of Mus Musculus, Erik Idrus, Pratiwi Dwi Hartanti, Dewi Fatma Suniarti, Sri Redjeki Prasetyo, Yuniardini Septorini Wimardhani, Ajiravudh Subarnbhesaj

Makara Journal of Health Research

Background: Ulceration caused by chemical agents used in dental practice for in-office or home-used is a common event, resulting in discomfort and pain. Treatments for such conditions are still being developed, requiring extensive experiments both in vitro and in vivo studies. At present, a standardized experimental mouse model for mucosal ulceration caused by a chemical inducer to study the pathogenesis of ulceration and to develop medications for treatment of ulceration is still not available. The aim of this study was to create a chemically induced model of ulceration of the buccal mucosa of mice. Methods: An in vivo …

The Roles Of Intra-Household Gendered Dominance In Unmet Need For Family Planning Across Myanmar, Win Ei Phyu, Chalermpol Chamchan

Makara Journal of Health Research

Background: Unmet need for family planning in Myanmar (estimated 15.8% by the UN in 2017) is relatively high compared to other South East Asia countries. Moreover, Social Institutions and Gender Index in Myanmar is very high and cultural norms promote childbearing. Thus, this paper was conducted to examine role of intra-household gendered dominance (IHGD) in unmet need for family planning across Myanmar to set more effective intervention for family planning. Methods: The study utilized secondary data from 2015–2016 MDHS. Total 7,652 married women in reproductive age (MWRA) were included and 16% of them had unmet need for family …

Trends Of Endometrial Cancer Among Adult Women In The United States, Fnu Kanishka

Capstone Experience: Master of Public Health

Background: Endometrial cancer also referred to as uterine corpus cancer is the fourth most common cancer diagnosed among US women. It is also one of the few cancers in the US that has an increasing incidence and mortality rate. This study examined the overall and race specific age-adjusted incidence rate as well as incidence-based mortality rate of endometrial cancer in the United States from 1975-2016.

Methods: Surveillance, Epidemiology, and End Results (SEER) 1975-2016 data were used. Overall and race specific age-adjusted incidence rate, incidence-based mortality rates and 95% confidence intervals were calculated Trend graphs were created, annual average percent change …