Statistics and Probability Commons^™

Pencegahan Resurgensi Malaria Dengan Deteksi Dini Dan Pengobatan Segera Di Daerah Reseptif, Teni Supriyani, Umar Fahmi Achmadi, Dewi Susanna

Kesmas

Jawa Barat merupakan salah satu wilayah reseptif malaria di Indonesia, khususnya Kabupaten Tasikmalaya bagian selatan. Tahun 2009, 2011, dan 2012 telah terjadi kejadian luar biasa (KLB) terutama di Kecamatan Cineam. Namun, pada tahun 2013 tidak terjadi KLB serupa. Ekosistem Cineam berupa pegunungan dan perkebunan kondusif untuk penularan malaria. Selain itu, banyak penduduk Cineam yang merupakan pekerja migran. Tujuan penelitian ini untuk mengidentifikasi faktor-faktor yang berkontribusi terhadap tidak terjadinya peningkatan kasus (resurgensi) malaria di daerah reseptif. Penelitian ini merupakan penelitian deskriptif kuantitatif yang dilakukan pada bulan Juni - Desember 2014, dengan menggunakan sampel seluruh penderita malaria positif di Kecamatan Cineam tahun …

Diabetes Melitus Dan Tingkat Keparahan Jaringan Periodontal, Rikawarastuti Rikawarastuti, Eka Anggreni, Ngatemi Ngatemi

Kesmas

Penyakit periodontal merupakan masalah kesehatan gigi dan mulut dengan prevalensi cukup tinggi di Indonesia (60%). Diabetes melitus merupakan salah satu faktor predisposisi terjadinya penyakit periodontal. Tujuan penelitian adalah menganalisis hubungan diabetes melitus terhadap tingkat keparahan jaringan periodontal. Jenis penelitian observasional analitik potong lintang. Penelitian dilakukan di Puskesmas Kecamatan Jagakarsa Jakarta Selatan pada bulan Oktober - November 2014 dengan populasi penelitian adalah pengunjung Puskesmas Kecamatan Jagakarsa. Pengambilan sampel menggunakan simple random sampling sebanyak 122 orang. Status diabetes melitus didapat dari rekam medis poli penyakit tidak menular. Analisis data menggunakan kai kuadrat dan regresi logistik sederhana. Hasil penelitian menunjukkan proporsi penderita diabetes …

Asi Eksklusif Dan Persepsi Ketidakcukupan Asi, Adila Prabasiwi, Sandra Fikawati, Ahmad Syafiq

Kesmas

Persepsi ketidakcukupan air susu ibu (PKA) adalah keadaan ibu merasa ASI-nya tidak cukup untuk memenuhi kebutuhan bayinya. PKA merupakan salah satu penyebab utama kegagalan ASI eksklusif di dunia. Penelitian ini bertujuan untuk mengetahui faktor paling dominan berhubungan dengan PKA di Kecamatan Tegal Selatan dan Kecamatan Margadana, Kota Tegal tahun 2014. Penelitian ini merupakan penelitian primer dengan desain studi potong lintang. Sampel berjumlah 88 ibu dari bayi berusia 0 - 6 bulan yang dipilih secara purposive sampling. Status gizi ibu dilihat dari kenaikan berat badan ibu sewaktu hamil apakah sesuai dengan rekomendasi dari Institute of Medicine. Asupan energi ibu saat laktasi …

Tumor Necrosis Factor-Α Sebagai Prediktor Terjadinya Anemia Pada Ibu Hamil Di Wilayah Endemis Malaria, Rostika Flora, Mukni Mukni, Bina Melvia Girsang, Sigit Purwanto

Kesmas

Ibu hamil yang berada di daerah endemis malaria sangat rentan terhadap infeksi malaria selama kehamilan. Gejala malaria pada kelompok ini sering asimptomatik atau bahkan tidak terdeteksi sama sekali karena adanya efek imunitas protektif melalui infeksi yang berulang. Adanya peningkatan kadar tumor necrosis factor-alpha (TNF-α) dapat dijadikan indikator terjadinya infeksi malaria. TNF-α berperan penting dalam respons imun pada malaria akut yang menghambat terjadinya eritropoesis. Penelitian ini bertujuan untuk mengetahui hubungan antara kadar TNF-α dengan kejadian anemia pada ibu hamil didaerah endemik malaria vivax. Penelitian ini menggunakan desain potong lintang, dilakukan pada bulan Januari - Februari 2014 di lima wilayah kerja puskesmas …

Determinan Stres Pada Pegawai Kementerian Kesehatan Republik Indonesia, Besral Besral, Winne Widiantini

Kesmas

Kejadian stres pada pelbagai kelompok di Indonesia cukup tinggi dan belum banyak diketahui determinannya. Penelitian ini bertujuan untuk mengetahui determinan stres pada pegawai Kementerian Kesehatan Republik Indonesia (Kemenkes RI). Penelitian potong lintang ini dilakukan pada tahun 2013 terhadap 230 pegawai sekretariat jenderal yang dipilih secara acak. Analisis statistik menggunakan regresi logistik ganda. Responden dikatakan stres jika memiliki skor 28 atau lebih dengan menggunakan 17 pertanyaan terkait personal stress inventory. Hasil penelitian menunjukkan prevalensi stres sebesar 79% dan determinan stres adalah obesitas, usia, jabatan, suku, pendidikan, dan aktivitas fisik. Risiko stres lebih tinggi pada pegawai yang obesitas (ORadj = 1,9), pegawai …

Bioindikator Cemaran Timbal Pada Rambut Masyarakat Sekitar Kilang Minyak, Sukar Sukar, Suharjo Suharjo

Kesmas

Timbal atau Plumbum (Pb) bersifat toksik, karsinogenik, bioakumulator dan biomagnifikasi. Bioakumulasi Timbal dari media lingkungan dapat terjadi pada kuku, hati, dan rambut. Tujuan penelitian untuk mengetahui faktor risiko kejadian bioindikator timbal rambut masyarakat di kawasan industri minyak. Penelitian dilakukan pada tahun 2012 di Kota Dumai, Provinsi Riau. Rancangan penelitian khusus pencemaran lingkungan 2012 adalah type- 1 health study, yang disarankan US Agency for Toxic Substances and Drugs Registry (ATSDR). Analisis statistik bivariat dengan uji kai kuadrat. Populasi penelitian adalah penduduk Kota Dumai yang tinggal di desa Jayamukti, Tanjung Palas, Mekarsari, dan Bukit Timah. Sejumlah 110 ibu rumah tangga diambil dengan …

Efektivitas Air Perasan Kulit Jeruk Manis Sebagai Larvasida Nyamuk Aedes Aegypti, Dita Nurhaifah, Tri Wahyuni Sukesi

Kesmas

Demam berdarah dengue ditularkan nyamuk Aedes aegypti yang dapat dicegah dengan temefos. Penggunaan yang berkelanjutan berdampak pada resistensi nyamuk dan kerusakan lingkungan. Untuk itu perlu larvasida alami dengan menggunakan air perasan kulit jeruk manis. Tujuan penelitian untuk membuktikan efektivitas air perasan kulit jeruk manis dalam membunuh larva uji dilihat dari nilai LC50 dan LT50 serta perbedaan efektivitasnya dengan temefos. Sampel 25 larva Aedes aegypti setiap gelas media dengan kriteria inklusi instar III yang aktif dan kriteria eksklusi larva instar I, II dan yang telah menjadi pupa/mati. Larva uji diamati selama 24 jam dengan tiga kali pengulangan. Desain penelitian adalah eksperimental …

Risk Of Gastrointestinal Bleeding Associated With Oral Anticoagulants: Population Based Retrospective Cohort Study, Hsien-Yen Chang, Meijia Zhou, Wenze Tang, G. Caleb Alexander, Sonal Singh

Epidemiology Faculty Publications

Objectives To determine the real world safety of dabigatran or rivaroxaban compared with warfarin in terms of gastrointestinal bleeding.

Design Retrospective cohort study.

Setting Large administrative database of commercially insured people in United States from 1 October 2010 through 31 March 2012.

Participants Enrollees with a prescription of warfarin, dabigatran, or rivaroxaban between 1 October 2010 and 31 March 2012, who were aged 18 years or older, had continuous enrollment and no oral anticoagulant use during the six months before the entry date, with known age and sex, and with no gastrointestinal bleeding for at least six months before the …

Variation In Rheumatoid Hand And Wrist Surgery Among Medicare Beneficiaries: A Population-Based Cohort Study, Lin Zhong, Kevin C. Chung, Onur Baser, David A. Fox, Huseyin Yuce, Jennifer F. Waljee

Publications and Research

Objective. To examine the rate and variation in rheumatoid arthritis (RA)-related hand and wrist surgery among Medicare (elderly) beneficiaries in the United States, and to identify the patient and provider factors that influence surgical rates.

Methods. Using the 2006–2010 100% Medicare claims data of beneficiaries with RA diagnosis, we examined rates of rheumatoid hand and wrist arthroplasty, arthrodesis, and hand tendon reconstruction in the United States. We used multivariate logistic regression models to examine variation in receipt of surgery by patient and regional characteristics (density of providers, intensity of use of biologic disease-modifying antirheumatic drugs).

Results. Between 2006 and 2010, …

Association Between Respiratory Syncytial Virus Activity And Pneumococcal Disease In Infants: A Time Series Analysis Of Us Hospitalization Data., Daniel M. Weinberger, Keith P. Klugman, Claudia A. Steiner, Lone Simonsen, Cécile Viboud

Epidemiology Faculty Publications

BACKGROUND:

The importance of bacterial infections following respiratory syncytial virus (RSV) remains unclear. We evaluated whether variations in RSV epidemic timing and magnitude are associated with variations in pneumococcal disease epidemics and whether changes in pneumococcal disease following the introduction of seven-valent pneumococcal conjugate vaccine (PCV7) were associated with changes in the rate of hospitalizations coded as RSV.

METHODS AND FINDINGS:

We used data from the State Inpatient Databases (Agency for Healthcare Research and Quality), including >700,000 RSV hospitalizations and >16,000 pneumococcal pneumonia hospitalizations in 36 states (1992/1993-2008/2009). Harmonic regression was used to estimate the timing of the average seasonal …

A History Of Undergraduate Education For Public Health: From Behind The Scenes To Center Stage., Richard Kenneth Riegelman, Susan Albertine, Randy Wykoff

GW Biostatistics Center

No abstract provided.

Scaling Down To Scale Up: A Health Economic Analysis Of Integrating Point-Of-Care Syphilis Testing Into Antenatal Care In Zambia During Pilot And National Rollout Implementation., Katharine D. Shelley, Éimhín M. Ansbro, Alexander Tshaka Ncube, Sedona Sweeney, Colette Fleischer, Grace Tembo Mumba, Michelle M. Gill, Susan Strasser, Rosanna W. Peeling, Fern Terris-Prestholt

GW Biostatistics Center

Maternal syphilis results in an estimated 500,000 stillbirths and neonatal deaths annually in Sub-Saharan Africa. Despite the existence of national guidelines for antenatal syphilis screening, syphilis testing is often limited by inadequate laboratory and staff services. Recent availability of inexpensive rapid point-of-care syphilis tests (RST) can improve access to antenatal syphilis screening. A 2010 pilot in Zambia explored the feasibility of integrating RST within prevention of mother-to-child-transmission of HIV services. Following successful demonstration, the Zambian Ministry of Health adopted RSTs into national policy in 2011. Cost data from the pilot and 2012 preliminary national rollout were extracted from project records, …

Treatment-Induced Changes In Plasma Adiponectin Do Not Reduce Urinary Albumin Excretion In The Diabetes Prevention Program Cohort., Kieren J. Mather, Qing Pan, William C. Knowler, Tohru Funahashi, George A. Bray, Et Al.

GW Biostatistics Center

BACKGROUND AND OBJECTIVES: Molecular data suggests that adiponectin may directly regulate urinary albumin excretion. In the Diabetes Prevention Program (DPP) we measured adiponectin and albuminuria before and after intervention, and we previously reported increases in adiponectin with interventions. Here we have used the DPP dataset to test the hypothesis that treatment-related increases in adiponectin may reduce albuminuria in obesity.

DESIGN, SETTING, PARTICIPANTS AND METHODS: We evaluated cross-sectional correlations between plasma adiponectin and urinary albumin excretion at baseline, and the relationship of treatment-related changes in adiponectin and albuminuria. Baseline and follow-up urine albumin to creatinine ratios (ACR (albumin to creatinine ratio)) …

The Cost-Effectiveness Of Diabetes Prevention: Results From The Diabetes Prevention Program And The Diabetes Prevention Program Outcomes Study, William H. Herman

GW Biostatistics Center

Background

The Diabetes Prevention Program (DPP) was a randomized, controlled clinical trial. It demonstrated that among high-risk individuals with impaired glucose tolerance, diabetes incidence was reduced by 58 % with lifestyle intervention and 31 % with metformin compared to placebo. During the Diabetes Prevention Program Outcomes Study (DPPOS), all DPP participants were unmasked to their treatment assignments, the original lifestyle intervention group was offered additional lifestyle support, the metformin group continued metformin, and all three groups were offered a group-implemented lifestyle intervention. Over the 10 years of combined DPP/DPPOS follow-up, diabetes incidence was reduced by 34 % in the lifestyle …

Skin Collagen Advanced Glycation Endproducts (Ages) And The Long-Term Progression Of Sub-Clinical Cardiovascular Disease In Type 1 Diabetes, Vincent M. Monnier, Wanjie Sun, Xiaoyu Gao, David R. Sell, Patricia Cleary, John M. Lachin, Saul Genuth, The Dcct/Edic Research Group

GW Biostatistics Center

BACKGROUND:

We recently reported strong associations between eight skin collagen AGEs and two solubility markers from skin biopsies obtained at DCCT study closeout and the long-term progression of microvascular disease in EDIC, despite adjustment for mean glycemia. Herein we investigated the hypothesis that some of these AGEs (fluorescence to be reported elsewhere) correlate with long-term subclinical cardiovascular disease (CVD) measurements, i.e. coronary artery calcium score (CAC) at EDIC year 7-9 (n = 187), change of carotid intima-media thickness (IMT) from EDIC year 1 to year 6 and 12 (n = 127), and cardiac MRI outcomes at EDIC year 15-16 (n …

Quality Control Measures Over 30 Years In A Multicenter Clinical Study: Results From The Diabetes Control And Complications Trial / Epidemiology Of Diabetes Interventions And Complications (Dcct/Edic) Study., Gayle M Lorenzi, Barbara H Braffett, Valerie L Arends, Ronald P Danis, Lisa Diminick, Kandace A Klumpp, Anthony D Morrison, Elsayed Z Soliman, Michael W Steffes, Patricia A Cleary

GW Biostatistics Center

No abstract provided.

The Cost-Effectiveness Of Diabetes Prevention: Results From The Diabetes Prevention Program And The Diabetes Prevention Program Outcomes Study, William Herman

GW Biostatistics Center

Background

The Diabetes Prevention Program (DPP) was a randomized, controlled clinical trial. It demonstrated that among high-risk individuals with impaired glucose tolerance, diabetes incidence was reduced by 58 % with lifestyle intervention and 31 % with metformin compared to placebo. During the Diabetes Prevention Program Outcomes Study (DPPOS), all DPP participants were unmasked to their treatment assignments, the original lifestyle intervention group was offered additional lifestyle support, the metformin group continued metformin, and all three groups were offered a group-implemented lifestyle intervention. Over the 10 years of combined DPP/DPPOS follow-up, diabetes incidence was reduced by 34 % in the lifestyle …

Pregnant And Postpartum Women’S Experiences And Perspectives On The Acceptability And Feasibility Of Copackaged Medicine For Antenatal Care And Pmtct In Lesotho, Michelle M. Gill, Heather J. Hoffman, Appolinaire Tiam, Florence M. Mohai, Mokone Majoalane, Anthony Isavwa, Laura Guay, +4 Additional Authors

Epidemiology Faculty Publications

Objective. To improve PMTCT and antenatal care-related service delivery, a pack with centrally prepackaged medicine was rolled out to all pregnant women in Lesotho in 2011. This study assessed acceptability and feasibility of this copackaging mechanism for drug delivery among pregnant and postpartum women.

Methods. Acceptability and feasibility were assessed in a mixed method, cross-sectional study through structured interviews (SI) and semistructured interviews (SSI) conducted in 2012 and 2013.

Results. 290 HIV-negative women and 437 HIV-positive women (n=727) participated. Nearly all SI participants found prepackaged medicines acceptable, though modifications such as size reduction of the pack were …

Clinical Significance Of Left Atrial Anatomic Abnormalities Identified By Cardiac Computed Tomography, Ara V. Vehian, Brian G. Choi, Satinder Rekhi, Heather A. Young, Raman S. Dusaj, Robert K. Zeman

Epidemiology Faculty Publications

Purpose: The clinical significance of newly identified left atrial anatomic abnormalities (LAAA)— accessory appendages, diverticula, septal pouches—by multidetector CT (MDCT) remains unclear. Similar anatomical outpouchings, i.e., the left atrial appendage, have been associated with cardioembolisms and arrhythmia. To test the hypothesis that LAAA are also associated with increased risk of these events, we performed a retrospective analysis to examine the association of LAAA in patients undergoing CT with embolic events and arrhythmia.

Methods: 242 patients (mean age 56 SD 12 years, 41% female) were selected who had CT coronary angiography performed with 64-row MDCT between 2007 and 2012 if complete …

Parity And Diabetes Risk Among Hispanic Women From Colombia: Cross-Sectional Evidence, Pablo Cure, Heather J. Hoffman, Carlos Cure-Cure

Epidemiology Faculty Publications

Objective

The association between parity and type 2 diabetes has been studied in developed countries and in Singapore and Chinese women but not in Hispanics. Herein we evaluated the association between parity (number of live births) with diabetes in a group of Hispanic postmenopausal women from Colombia.

Research design and methods

Herein we evaluated the association between parity and diabetes in a population of 1,795 women from Colombia. Women were divided in birth categories (0 [referent], 1 or 2, 3–5, 6 or > births). Medical history of diabetes and anthropometric characteristics were recorded. Logistic regressions were performed in order to find …

Implementation Of Point-Of-Care Diagnostics Leads To Variable Uptake Of Syphilis, Anemia And Cd4+ T-Cell Count Testing In Rural Maternal And Child Health Clinics., Caroline De Schacht, Carlota Lucas, Nádia Sitoe, Rhoderick Machekano, Patrina Chongo, Laura Guay, Et Al.

Epidemiology Faculty Publications

INTRODUCTION: Anemia, syphilis and HIV are high burden diseases among pregnant women in sub-Saharan Africa. A quasi-experimental study was conducted in four health facilities in Southern Mozambique to evaluate the effect of point-of-care technologies for hemoglobin quantification, syphilis testing and CD4+ T-cell enumeration performed within maternal and child health services on testing and treatment coverage, and assessing acceptability by health workers.

METHODS: Demographic and testing data on women attending first antenatal care services were extracted from existing records, before (2011; n = 865) and after (2012; n = 808) introduction of point-of-care testing. Study outcomes per health facility were compared …

A Systematic Review And Meta-Regression Analysis Of Lung Cancer Risk And Inorganic Arsenic In Drinking Water., Steven H. Lamm, Hamid Ferdosi, Elisabeth K. Dissen, Ji Li, Jaeil Ahn

Epidemiology Faculty Publications

High levels (> 200 µg/L) of inorganic arsenic in drinking water are known to be a cause of human lung cancer, but the evidence at lower levels is uncertain. We have sought the epidemiological studies that have examined the dose-response relationship between arsenic levels in drinking water and the risk of lung cancer over a range that includes both high and low levels of arsenic. Regression analysis, based on six studies identified from an electronic search, examined the relationship between the log of the relative risk and the log of the arsenic exposure over a range of 1-1000 µg/L. The …

Proof-Of-Concept Of Environmental Dna Tools For Atlantic Sturgeon Management, Jameson Hinkle

Theses and Dissertations

Abstract

The Atlantic Sturgeon (Acipenser oxyrinchus oxyrinchus, Mitchell) is an anadromous species that spawns in tidal freshwater rivers from Canada to Florida. Overfishing, river sedimentation and alteration of the river bottom have decreased Atlantic Sturgeon populations, and NOAA lists the species as endangered. Ecologists sometimes find it difficult to locate individuals of a species that is rare, endangered or invasive. The need for methods less invasive that can create more resolution of cryptic species presence is necessary. Environmental DNA (eDNA) is a non-invasive means of detecting rare, endangered, or invasive species by isolating nuclear or mitochondrial DNA (mtDNA) from the …

Reassessment Of Risk Genotypes (Grn, Tmem106b, And Abcc9 Variants) Associated With Hippocampal Sclerosis Of Aging Pathology, Peter T. Nelson, Wang-Xia Wang, Amanda B. Partch, Sarah E. Monsell, Otto Valladares, Sally R. Ellingson, Bernard R. Wilfred, Adam C. Naj, Li-San Wang, Walter A. Kukull, David W. Fardo

Pathology and Laboratory Medicine Faculty Publications

Hippocampal sclerosis of aging (HS-Aging) is a common high-morbidity neurodegenerative condition in elderly persons. To understand the risk factors for HS-Aging, we analyzed data from the Alzheimer’s Disease Genetics Consortium and correlated the data with clinical and pathologic information from the National Alzheimer’s Coordinating Center database. Overall, 268 research volunteers with HS-Aging and 2,957 controls were included; detailed neuropathologic data were available for all. The study focused on single-nucleotide polymorphisms previously associated with HS-Aging risk: rs5848 ( GRN ), rs1990622 ( TMEM106B ), and rs704180 ( ABCC9 ). Analyses of a subsample that was not previously evaluated (51 HS-Aging cases …

High-Throughput Data Analysis: Application To Micronuclei Frequency And T-Cell Receptor Sequencing, Mateusz Makowski

Theses and Dissertations

The advent of high-throughput sequencing has brought about the creation of an unprecedented amount of research data. Analytical methodology has not been able to keep pace with the plethora of data being produced. Two assays, ImmunoSEQ and the cytokinesisblock micronucleus (CBMN), that both produce count data and have few methods available to analyze them are considered.

ImmunoSEQ is a sequencing assay that measures the beta T-cell receptor (TCR) repertoire. The ImmunoSEQ assay was used to describe the TCR repertoires of patients that have undergone hematopoietic stem cell transplantation (HSCT). Several different methods for spectratype analysis were extended to the TCR …

Patient Populations, Clinical Associations, And System Efficiency In Healthcare Delivery System, Yazhuo Liu

USF Tampa Graduate Theses and Dissertations

The efforts to improve health care delivery usually involve studies and analysis of patient populations and healthcare systems. In this dissertation, I present the research conducted in the following areas: identifying patient groups, improving treatments for specific conditions by using statistical as well as data mining techniques, and developing new operation research models to increase system efficiency from the health institutes’ perspective. The results provide better understanding of high risk patient groups, more accuracy in detecting disease’ correlations and practical scheduling tools that consider uncertain operation durations and real-life constraints.

Diffuse Optical Measurements Of Head And Neck Tumor Hemodynamics For Early Prediction Of Chemo-Radiation Therapy Outcomes, Lixin Dong

Theses and Dissertations--Biomedical Engineering

Chemo-radiation therapy is a principal modality for the treatment of head and neck cancers, and its efficacy depends on the interaction of tumor oxygen with free radicals. In this study, we adopted a novel hybrid diffuse optical instrument combining a commercial frequency-domain tissue oximeter (Imagent) and a custom-made diffuse correlation spectroscopy (DCS) flowmeter, which allowed for simultaneous measurements of tumor blood flow and blood oxygenation. Using this hybrid instrument we continually measured tumor hemodynamic responses to chemo-radiation therapy over the treatment period of 7 weeks. We also explored monitoring dynamic tumor hemodynamic changes during radiation delivery. Blood flow data analysis …

Developments In Nonparametric Regression Methods With Application To Raman Spectroscopy Analysis, Jing Guo

Theses and Dissertations--Epidemiology and Biostatistics

Raman spectroscopy has been successfully employed in the classification of breast pathologies involving basis spectra for chemical constituents of breast tissue and resulted in high sensitivity (94%) and specificity (96%) (Haka et al, 2005). Motivated by recent developments in nonparametric regression, in this work, we adapt stacking, boosting, and dynamic ensemble learning into a nonparametric regression framework with application to Raman spectroscopy analysis for breast cancer diagnosis. In Chapter 2, we apply compound estimation (Charnigo and Srinivasan, 2011) in Raman spectra analysis to classify normal, benign, and malignant breast tissue. We explore both the spectra profiles and their derivatives to …

Nonlinear Hierarchical Models For Longitudinal Experimental Infection Studies, Michael David Singleton

Theses and Dissertations--Epidemiology and Biostatistics

Experimental infection (EI) studies, involving the intentional inoculation of animal or human subjects with an infectious agent under controlled conditions, have a long history in infectious disease research. Longitudinal infection response data often arise in EI studies designed to demonstrate vaccine efficacy, explore disease etiology, pathogenesis and transmission, or understand the host immune response to infection. Viral loads, antibody titers, symptom scores and body temperature are a few of the outcome variables commonly studied. Longitudinal EI data are inherently nonlinear, often with single-peaked response trajectories with a common pre- and post-infection baseline. Such data are frequently analyzed with statistical methods …

The Distribution Of Type 1 Diabetes Onset In The United States By Demographic Factors, Margaret Beckstrand

Walden Dissertations and Doctoral Studies

Type 1 diabetes (T1D) is a chronic and lifelong condition, often diagnosed in childhood. Patients with T1D are at elevated risks of associated health complications, comorbidities, and mortality. Occurrence, clinical presentation, and complications related to T1D differ by age of onset, ethnicity, and gender. The last reported population-based estimates regarding the burden of T1D in children using the National Health and Nutrition Examination Survey (NHANES) were published in 2008, and these estimates were not well stratified by age of onset, ethnicity, and gender. The purpose of this study was to examine these demographics within the conceptual framework of the hygiene …