Epidemiology Commons^™

Predictors Of Retention Among Individuals With Hiv Initiating Antiretroviral Therapy In Ghana, Ivy Ama Okae

Walden Dissertations and Doctoral Studies

Abstract Managing HIV requires lifelong therapy. Retaining clients on lifelong therapeutic antiretroviral therapy (ART) ensures the suppression of viral replication and better health outcomes. The time of the start of ART management is also a factor in determining better health outcomes for persons living with HIV. This study examined the association between initiation criteria (treat all, Option B+, and CDC T-cell count < 500) and retention on ART at 12 months for 17,974 randomly selected clients in the Ghana Health Service's HIV patient electronic database. Analyses controlled for age, gender, educational status, alcohol use, treatment/adherence monitoring, and tuberculosis disease treatment. Bronfenbrenner's ecological systems theory guided the interpretation of the findings. Results shows that retention was positively associated with all treatment initiation criteria. Clients initiated with CD4 count ≤ 500 criteria seemed to be retained at 12 months on ART at a higher rate than initiation criteria based on Option B+ and treat all. The study results may contribute to positive social change by supporting CD4 testing for clients before initiation of ART to improve retention and ensure the availability and use of adherence counseling, no tuberculosis disease and its prevention, and low use of alcohol among people living with HIV. The results of this study may also provide opportunities for public health policy intervention efforts requiring a personalized, group-based approach to service delivery at the intrapersonal level, interconnected with interpersonal, meso, and meta factors at the community level.

Predictors Of Retention Among Individuals With Hiv Initiating Antiretroviral Therapy In Ghana, Ivy Ama Okae

Walden Dissertations and Doctoral Studies

Abstract Managing HIV requires lifelong therapy. Retaining clients on lifelong therapeutic antiretroviral therapy (ART) ensures the suppression of viral replication and better health outcomes. The time of the start of ART management is also a factor in determining better health outcomes for persons living with HIV. This study examined the association between initiation criteria (treat all, Option B+, and CDC T-cell count < 500) and retention on ART at 12 months for 17,974 randomly selected clients in the Ghana Health Service's HIV patient electronic database. Analyses controlled for age, gender, educational status, alcohol use, treatment/adherence monitoring, and tuberculosis disease treatment. Bronfenbrenner's ecological systems theory guided the interpretation of the findings. Results shows that retention was positively associated with all treatment initiation criteria. Clients initiated with CD4 count ≤ 500 criteria seemed to be retained at 12 months on ART at a higher rate than initiation criteria based on Option B+ and treat all. The study results may contribute to positive social change by supporting CD4 testing for clients before initiation of ART to improve retention and ensure the availability and use of adherence counseling, no tuberculosis disease and its prevention, and low use of alcohol among people living with HIV. The results of this study may also provide opportunities for public health policy intervention efforts requiring a personalized, group-based approach to service delivery at the intrapersonal level, interconnected with interpersonal, meso, and meta factors at the community level.

An Association Of The Transgenerational Implications Of Redlining And Obesity On Pediatric Type Ii Diabetes, Carlin Dexter Nelson

Walden Dissertations and Doctoral Studies

s the prevalence and incidence of childhood obesity has increased, so has the number of cases of pediatric Type 2 diabetes mellitus (T2DM). Although made unconstitutional in 1968, the transgenerational implications of redlining can be observed in disinvestments resulting in neighborhood detraction. Utilizing the 2019–2020 National Children’s Health Survey, the purpose of the study was to evaluate the relationship between obesity, T2DM, and neighborhood detraction elements as well as assessed indicators of T2DM in non-institutionalized children 6 through17 years of age (N = 34,725). The social determinants of health perspective served as the conceptual framework for the study. Results indicated …

Accelerometer-Measured Latent Physical Activity Profiles And Neurocognition Among Middle-Aged And Older Hispanic/Latino Adults In The Hispanic Community Health Study/Study Of Latinos (Hchs/Sol)\, Priscilla M Vásquez, Wassim Tarraf, Albert Chai, Adit Doza, Daniela Sotres-Alvarez, Keith M Diaz, Zvinka Z Zlatar, Ramon A Durazo-Arvizu, Linda C Gallo, Mayra L Estrella, Elizabeth Vásquez, Kelly R Evenson, Tasneem Khambaty, Bharat Thyagarajan, Richard H Singer, Neil Schneiderman, Martha L Daviglus, Hector M González

Faculty, Staff and Student Publications

Objectives: Derive latent profiles of accelerometry-measured moderate-vigorous physical activity (MVPA) for Hispanic/Latino adults, examine associations between latent MVPA profiles and neurocognition, and describe profiles via self-reported MVPA.

Methods: Complex survey design methods were applied to cross-sectional data from 7,672 adults ages 45-74 years in the Hispanic Community Health Study/Study of Latinos (HCHS/SOL; 2008-2011). MVPA was measured via hip-worn accelerometers. Latent profile analysis was applied to derive latent MVPA profiles (minutes/day of week). Neurocognition was assessed with the Brief-Spanish English Verbal Learning Test (B-SEVLT) Sum, B-SEVLT Recall, Controlled Oral Word Association Test (word fluency), and Digit Symbol Substitution (DSS) test. All …

A Multi-Method Exploration Of Health Disparities And Covid-19 Incidence And Mortality In The United States, S M Asger Ali

Theses and Dissertations

The 21^st century experienced several health crises, especially in the form of infectious disease outbreaks such as the SARS outbreak in 2003, the H1N1 in 2009, and Ebola outbreaks in 2013. However, none has produced a worldwide socio-economic and health impact compared to the recent pandemic, known as COVID-19. As of October 4, 2022, more than 614 million cases with 6 million deaths have been reported worldwide. The United States is currently in the leading position with more than 98 million cases and 1 million deaths. The pandemic, however, did not impact the entire region similarly, and the infections …

The Prevalence Of Sars-Cov-2 Antibodies Within The Community Of A Private Tertiary University In The Philippines: A Serial Cross Sectional Study, Lourdes S. Tanchanco, Jenica Clarisse Y. Sy, Angel Belle C. Dy, Myla D. Levantino, Arianna Maever L. Amit, John Wong, Kirsten Angeles, John Paul Vergara

Ateneo School of Medicine and Public Health Publications

The COVID-19 pandemic has caused a public health emergency in all sectors of society, including universities and other academic institutions. This study determined the seroprevalence of SARS-CoV-2 antibodies among administrators, faculty, staff, and students of a private tertiary academic institution in the Philippines over a 7 month period. It employed a serial cross-sectional method using qualitative and quantitative COVID-19 antibody test kits. A total of 1,318 participants were tested, showing 47.80% of the study population yielding IgG antibodies to SARS-CoV-2 virus. A general increase in seroprevalence was observed from June to December 2021, which coincided with the vaccine roll-out of …

Association Between The Health Belief Model, Exercise, And Nutrition Behaviors During The Covid-19 Pandemic, Keagan Kiely, Bill Mase, Andrew R. Hansen, Jessica S. Schwind

Biostatistics, Epidemiology & Environmental Health Sciences: Faculty Publications

Introduction: The COVID-19 pandemic has affected our nation’s health further than the infection it causes. Physical activity levels and dietary intake have suffered while individuals grapple with the changes in behavior to reduce viral transmission. With unique nuances regarding the access to physical activity and nutrition during the pandemic, the constructs of Health Belief Model (HBM) may present themselves differently in nutrition and exercise behaviors compared to precautions implemented to reduce viral transmission studied in previous research. The purpose of this study was to investigate the extent of exercise and nutritional behavior change during the COVID-19 pandemic and explain the …

A Review Of Risk Concepts And Models For Predicting The Risk Of Primary Stroke, Elizabeth Hunter, John D. Kelleher

Articles

Predicting an individual's risk of primary stroke is an important tool that can help to lower the burden of stroke for both the individual and society. There are a number of risk models and risk scores in existence but no review or classification designed to help the reader better understand how models differ and the reasoning behind these differences. In this paper we review the existing literature on primary stroke risk prediction models. From our literature review we identify key similarities and differences in the existing models. We find that models can differ in a number of ways, including the …

Cardiorespiratory Fitness Is A Risk Factor For Lower-Limb And Back Injury In Law Enforcement Officers Commencing Their Basic Training: A Prospective Cohort Study, Myles C. Murphy, Nicole Merrick, Andrea B. Mosler, Garth Allen, Paola Chivers, Nicolas H. Hart

Research outputs 2022 to 2026

We aimed to report the epidemiology of lower-limb and lumbosacral injuries in Police Force recruits. We performed a cohort study of Police Force recruits undergoing a six-month training program with prospective injury data collected between 2018 and 2021. Cardiorespiratory fitness was quantified by the beep-test and police-specific-functional-capacity was quantified using a specifically designed physical performance evaluation (PPE) tool. Injury frequency and prevalence were reported. Fifteen percent (n = 180) of study Police Force recruits (n = 1,181) sustained a lower-limb or lumbosacral injury. The six-month training program significantly improved cardiorespiratory fitness (p < 0.001) and functional capacity (p < 0.001). Increased cardiorespiratory fitness at baseline decreased injury risk (OR = 0.8, 95%CI: 0.66–0.97, p = 0.019). Injury rates decreased over time and females were injured significantly earlier than males (HR = 0.70, 95%CI: 0.52 to 0.95, p = 0.021). Interventions that can pre-condition Police Force recruits prior to the commencement of their basic physical training may reduce the number of lower-limb and lumbosacral injuries.

The Ubiquitin-Proteasome System Is Necessary For Long-Term Synaptic Depression In Aplysia, Jennifer S Love, Dana L Karshenas, Meghan B Spyres, Lynn A Farrugia, A Min Kang, Hoanvu Nguyen, Sharan L Campleman, Shao Li, Paul M Wax, Jeffery Brent, Kim Aldy, Toxicology Investigators Consortium Study Group

Faculty, Staff and Student Publications

The Toxicology Investigators Consortium (ToxIC) Core Registry was established by the American College of Medical Toxicology in 2010. The Core Registry collects data from participating sites with the agreement that all bedside and telehealth medical toxicology consultations will be entered. This twelfth annual report summarizes the registry's 2021 data and activity with its additional 8552 cases. Cases were identified for inclusion in this report by a query of the ToxIC database for any case entered from January 1 to December 31, 2021. Detailed data was collected from these cases and aggregated to provide information, which included demographics, reason for medical …

Informing Healthcare Operations With Integrated Pathology, Clinical, And Epidemiology Data: Lessons From A Single Institution In Kenya During Covid-19 Waves, Allan Njau, Jemimah Kimeu, Jaimini Gohil, David Nganga

Pathology, East Africa

Pathology, clinical care teams, and public health experts often operate in silos. We hypothesized that large data sets from laboratories when integrated with other healthcare data can provide evidence that can be used to optimize planning for healthcare needs, often driven by health-seeking or delivery behavior. From the hospital information system, we extracted raw data from tests performed from 2019 to 2021, prescription drug usage, and admission patterns from pharmacy and nursing departments during the COVID-19 pandemic in Kenya (March 2020 to December 2021). Proportions and rates were calculated. Regression models were created, and a t-test for differences between …

Epidemiological Assessment Of Wolbachia-Based Biocontrol For Reduction Of Dengue Morbidity, Olga Vasilieva, Oscar E. Escobar, Hector J. Martinez, Pierre-Alexandre Bliman, Yves Dumont

Biology and Medicine Through Mathematics Conference

No abstract provided.

The Impact Of Cannabis And Alcohol Use On The Management Of Type 1 Diabetes Mellitus, Joshua Eric Sellner

Theses and Dissertations

This dissertation sought to contribute to the evidence-base of diabetes management and acute complications associated with alcohol and cannabis use among individuals with Type 1 Diabetes (T1DM). Three interconnected studies were initiated to complete this goal. First, existing literature surrounding the potential consequences of cannabis consumption among individuals with T1DM were summarized within a systematic review. Study results were combined to provide a single measure of association through a meta-analysis. Second, identified associations were further investigated through a cross-sectional study using the SEARCH for Diabetes in Youth data on alcohol and cannabis use on diabetes management and acute complications including …

“Pandemias Políticas: The Effects Of Political And Social Instability On Infectious Disease Epidemiology In Latin America"”, Sarah H. Noonan

Senior Theses

This paper seeks to analyze the relationship between political and social unrest and conflict and infectious disease epidemiology in Latin America. An analysis of published literature regarding epidemiological, biomedical, political, and historical content was conducted to highlight potential connections between infectious disease epidemics and sociopolitical conflict in the region. Specific analyses of Smallpox, Venezuelan Equine Encephalitis, Chagas disease, Cholera, Dengue, and COVID-19 were conducted, in an effort to uncover potential causations and context of epidemics of these conditions. Results of this analysis depict a necessity for further research into public health and disease control mechanisms during times of conflict and …

Exploratory Analysis Of The Associations Between Neonicotinoids And Measures Of Adiposity Among Us Adults: Nhanes 2015–2016, Amruta M. Godbole, Sheniz Moonie, Courtney Coughenour, Cai Zhang, Aimin Chen, Ann M. Vuong

Environmental & Global Health Faculty Research

Background: Toxicology studies suggest that neonicotinoids may be associated with adiposity development via thyroid hormone disruption and increased oxidative stress. Prior epidemiological studies report mixed results for the association between neonicotinoids and adiposity measures.

Objective: To examine the association between detectable concentrations of parent neonicotinoids (imidacloprid, acetamiprid, clothianidin) and neonicotinoid metabolites (5-hydroxy-imidacloprid, N-desmethyl-acetamiprid) with adiposity measures among US adults, and whether sex modifies the associations for neonicotinoid metabolites with adiposity.

Methods: National Health and Nutrition Examination Survey (NHANES) 2015–2016 data was utilized to estimate covariate-adjusted associations between detectable neonicotinoids and fat mass index (FMI), lean mass index (LMI), waist …

Clinical Outcomes For Patients With Community-Acquired Pneumonia Are Worse In Those With A History Of Stroke, Pradeepthi Badugu, Dilip Kc, Bibodh Jung Karki, Mahder A. Tella, Vidyulata Salunkhe

The University of Louisville Journal of Respiratory Infections

Background: Stroke is one of the most prevalent neurological diseases in the United States. Community-acquired pneumonia (CAP) is the leading cause of infections in survivors of stroke. There is limited research evaluating the clinical outcomes of CAP in patients with stroke. The objective of this study was to evaluate the clinical characteristics and outcomes of hospitalized patients with CAP and a history of stroke.

Methods: This was a secondary analysis of the University of Louisville Pneumonia Study database. Patients were divided into two groups based on the presence or absence of a history of stroke. Clinical outcomes were length of …

Trends In Premature Mortality From Acute Myocardial Infarction In The United States, 1999 To 2019, Sourbha S. Dani, Ahmad N. Lone, Zulqarnain Javed, Muhammad S. Khan, Muhammad Zia Khan, Edo Kaluski, Salim S. Virani, Michael D. Shapiro, Miguel Cainzos‐Achirica, Khurram Nasir

Office of the Provost

Pagination are not provided by the author/publisher. This work was published before the author joined Aga Khan University.

Early-Life Farm Exposures And Eczema Among Adults In The Agricultural Lung Health Study, Annah B. Wyss, Thanh T. Hoang, Hilde K. Vindenes, Julie D. White, Sinjini Sikdar, Marie Richards, Laura E. Beane-Freeman, Christine G. Parks, Mikyeong Lee, David M. Umbach, Stephanie J. London

Mathematics & Statistics Faculty Publications

Background

Several studies conducted in Europe have suggested a protective association between early-life farming exposure and childhood eczema or atopic dermatitis; however, few studies have examined associations in adults.

Objectives

We investigated associations between early-life exposures and eczema among 3217 adult farmers and farm spouses (mean age, 62.8 years) in a case–control study nested within an US agricultural cohort.

Methods

We used sampling-weighted logistic regression to estimate odds ratios and 95% confidence intervals for associations between early-life exposures and self-reported doctor-diagnosed eczema (273 cases) and polytomous logistic regression to estimate odds ratios (95% confidence intervals) for a 4-level outcome combining …

Elucidation Of Novel And Established Campylobacter Species With Clinical And Agricultural Significance Through Phenotypic, Genotypic, And Taxonomic Investigation, Caoimhe Lynch

Theses

Campylobacter spp. are well-established human, veterinary and economic pathogens, with a broad host range spanning from terrestrial and marine mammalian, avian and reptilian hosts. The scope of the study includes novel and notorious species within the genus, with reference to zoonotic agents Campylobacter jejuni and Campylobacter coli - the leading cause of human bacterial gastroenteritis in the EU and Ireland, Campylobacter fetus that represents the most common campylobacter causing bacteraemia and two novel species isolated from pigs not described in the literature previously. C. jejuni and C. coli isolates (n = 350) recovered from broiler caecal and neck skin samples, …

Mothers' Perceptions Of Their Children's Weight: Opportunity For Health Promotion In Kuwait, Abdullah Al-Taiar, Nawal Alqaoud, Reem Sharaf-Alddin, Muge Akpinar-Elci

Community & Environmental Health Faculty Publications

Background: Mothers’ perceptions of their children’s weight remain mostly unknown in oil-rich countries of the Middle East.

Aims: To compare maternal perceptions of their children’s weight with actual body weight.

Methods: We used the Kuwait nutritional surveillance data for 5 consecutive years (2015-2019) (N = 5119), which were collected through face-to-face interviews with mothers of children aged 2-5 years attending vaccination centres.

Results: Of the 5119 mothers in the study, 163 (3.18%) and 332 (6.48%) had obese or overweight children, respectively. Among 4624 mothers who had normal weight children, 1350 (29.20%) perceived their children’s weight as …

Maternal Antifungal Use During Pregnancy : A Study Of Prevalence Of Use And The Risk Of Birth Defects, Eleni A. Papadopoulos

Legacy Theses & Dissertations (2009 - 2024)

Fungal infections, especially vulvovaginal candidiasis (VVC), are common among pregnant women. Therefore, it is important to study the effect that antifungal medications may have on the developing fetus. Recent studies have suggested there are positive associations between birth defects and specific oral antifungals. In this dissertation, maternal antifungal use during pregnancy was examined using data from the National Birth Defects Prevention Study (NBDPS). The NBDPS was multi-site, population-based, case-control study and included women with estimated delivery dates during October 1997 through December 2011. It was designed to investigate risk factors associated with more than 30 categories of major birth defects. …

Papanicolaou (Pap) Test And Human Papillomavirus (Hpv) Test Adherence: Sexual Violence Victims And Fear Of Retraumatization, Murielle Sighe Ngoumkam

CGU Theses & Dissertations

To include all vulnerable women population who faced barriers to participating in preventive cervical cancer screening, the public health community must better understand the factors that affect their decision for getting Pap and HPV tests. Public health must understand the sexual violence victims, a subgroup of women who faced the onset of trauma and explore their adherence to routine screening. This study investigated whether sexual women with a history of sexual violence (SV), likelihood to get screened for cervical cancer would be impacted given the fear of suffering from secondary trauma during conventional screening procedures. Methods: Knowledge of cervical screening …

Relationship Between Early Years’ Activities Of Daily Living And Alzheimer’S Disease Onset, Linyi Fan

Walden Dissertations and Doctoral Studies

A few promising studies have indicated that activities of daily life (ADL) may be a useful way of predicting Alzheimer’s Disease (AD). However, the existing cross-sectional studies fail to show how ADLs in early years predict AD, and how social factors influence health either in addition to or in interaction with individual risk factors. Using a social epidemiology framework, this study examined the relationship between early years’ ADL and the development of AD in later years. This quantitative study included 4,526 participants derived from the Health and Retirement Study (HRS) dataset. The dependent variable was whether the participant has been …

Circus-Specific Extension Of The International Olympic Committee Consensus Statement: Methods For Recording And Reporting Of Epidemiological Data On Injury And Illness In Sport 2020, Stephanie Greenspan, David Munro, Joanna Nicholas, Janine Stubbe, Melanie I. Stuckey, Rogier M. Van Rijn

Research outputs 2022 to 2026

Indepth knowledge of injury and illness epidemiology in circus arts is lacking. Comparing results across studies is difficult due to inconsistent methods and definitions. In 2020, the International Olympic Committee (IOC) consensus group proposed a standard method for recording and reporting epidemiological data on injuries and illnesses in sports and stated that sport-specific extension statements are needed to capture the context of each sport. This is the circus-specific extension to be used with the IOC consensus statement. International circus arts researchers in injury and illness epidemiology and performing arts medicine formed a consensus working group. Consensus statement development included a …

Endocrine Disruptors: Challenges And Future Directions In Epidemiologic Research, V. Ho, L. Pelland-St-Pierre, S. Gravel, M. F. Bouchard, M.-A. Verner, F. Labrèche

Études primaires

Public concern about the impact of endocrine disrupting chemicals (EDCs) on both humans and the environment is growing steadily. Epidemiologic research provides key information towards our understanding of the relationship between environmental exposures like EDCs and human health outcomes. Intended for researchers in disciplines complementary to epidemiology, this paper highlights the importance and challenges of epidemiologic research in order to present the key elements pertaining to the design and interpretation of an epidemiologic study on EDCs.

The conduct of observational studies on EDCs derives from a thoughtful research question, which will help determine the subsequent methodological choices surrounding the careful …

Nutritional Status Of Children Living Within Institution-Based Care: A Retrospective Analysis With Funnel Plots And Control Charts For Programme Monitoring, Emily Delacey, Evan Hilberg, Elizabeth Allen, Michael Quiring, Cally J. Tann, Nora Ellen Groce, James Vilus, Ethan A. Bergman, Merzel Demasu-Ay, Hang T. Dam, Marko Kerac

All Faculty Scholarship for the College of Education and Professional Studies

Objectives The aim of this study is to fill a key information gap on the nutrition-related epidemiology of orphaned and vulnerable children living within institution-based care (IBC) across six countries.

Design A retrospective analysis with Shewhart control charts and funnel plots to explore intersite and over time variations in nutritional status.

Setting We conducted a retrospective analysis of records from Holt International’s Child Nutrition Programme from 35 sites in six countries; Mongolia, India, Ethiopia, Vietnam, China and the Philippines.

Participants Deidentified health records from Holt International’s online nutrition screening database included records from 2926 children, 0–18 years old. Data were …

Indicadores De Desigualdad Y Mortalidad Por Enfermedades Cardiometabólicas En Guatemala / Inequality Indicators And Cardiometabolic Diseases Mortality In Guatemala, Alejandro Cerón, Gila Y. Goldstein

Anthropology: Faculty Scholarship

La medición de las desigualdades en salud al interior de los países de ingresos bajos y medios es necesaria para la planificación, monitoreo y evaluación de intervenciones de salud pública, especialmente para problemas que contribuyen altamente a la carga de enfermedad, como las enfermedades cardiometabólicas. El objetivo de este estudio fue caracterizar los patrones de desigualdad de las tasas de mortalidad para las principales causas cardiometabólicas en Guatemala. Se usó datos del Censo Nacional de Población, y estadísticas oficiales de defunción de 2018 para calcular tasas crudas de mortalidad para diabetes (DM), infarto agudo de miocardio (IAM), y accidente cerebrovascular …

Anal Human Papillomavirus Infection Among Men Who Have Sex With Men And Transgender Women Living With And Without Hiv In Pakistan: Findings From A Cross-Sectional Study, Muslima Ejaz, Soren Andersson, Salma Batool, Tazeen Saeed Ali, Anna Mia Ekström

Community Health Sciences

Objectives: The aim of this study was to determine the prevalence of infection, genotypes and risk factors for human papillomavirus (HPV) among men who have sex with men (MSM) and transgender women living with and without HIV in Pakistan. Anal infection with HPV is very common worldwide among MSM, particularly among MSM living with HIV. The high prevalence of HIV among MSM and male-to-female transgendered individuals in Pakistan is a significant health concern since access to screening and health-seeking is often delayed in this stigmatised key population.
Design: This cross-sectional study was conducted between March 2016 and November 2017.
Participants, …

Iron Homeostasis And Manganese Exposure Occupational Cross-Sectional Study Of A Welder Population, Meredith Robbins

The Journal of Purdue Undergraduate Research

Manganese exposure is a serious occupational health hazard for many welders, smelters, and miners. Manganese exposure may result in Parkinson-like symptoms. It has been hypothesized that altered iron concentrations in the brain could also lead to neurological symptoms similar to what appears in those with chronic exposer to manganese. Therefore, the goal of this project is to explore the relationship between manganese and hepcidin as an indicator of altered iron homeostasis. Population demographics were collected from semi-trailer factory workers in a cross-sectional study via a questionnaire. Demographic information includes age, race, and weight. Toenail clippings and questionnaires were collected on …

Determining Diagnosis Date Of Diabetes Using Structured Electronic Health Record (Ehr) Data: The Search For Diabetes In Youth Study, Kristin M. Lenoir, Lynne E. Wagenknecht, Jasmin Divers, Ramon Casanova, Dana Dabelea, Sharon Saydah, Catherine Pihoker, Angela D. Liese Ph.D., Debra Standiford, Richard Hamman, Brian J. Wells, The Search For Diabetes In Youth Study Group

Faculty Publications

Background Disease surveillance of diabetes among youth has relied mainly upon manual chart review. However, increasingly available structured electronic health record (EHR) data have been shown to yield accurate determinations of diabetes status and type. Validated algorithms to determine date of diabetes diagnosis are lacking. The objective of this work is to validate two EHR-based algorithms to determine date of diagnosis of diabetes. Methods A rule-based ICD-10 algorithm identified youth with diabetes from structured EHR data over the period of 2009 through 2017 within three children’s hospitals that participate in the SEARCH for Diabetes in Youth Study: Cincinnati Children’s Hospital, …