Epidemiology Commons^™

Different Cohort, Disparate Results: Selection Bias Is A Key Factor In Autopsy Cohorts, Kathryn Gauthreaux, Walter A. Kukull, Karin B. Nelson, Charles Mock, Yen-Chi Chen, Kwun C. G. Chan, David W. Fardo, Yuriko Katsumata, Erin L. Abner, Peter T. Nelson

Neurology Faculty Publications

INTRODUCTION: Research-oriented autopsy cohorts provide critical insights into dementia pathobiology. However, different studies sometimes report disparate findings, partially because each study has its own recruitment biases. We hypothesized that a straightforward metric, related to the percentage of research volunteers cognitively normal at recruitment, would predict other inter-cohort differences.

METHODS: The National Alzheimer’s Coordinating Center (NACC) provided data on N = 7178 autopsied participants from 28 individual research centers. Research cohorts were grouped based on the proportion of participants with normal cognition at initial clinical visit.

RESULTS: Cohorts with more participants who were cognitively normal at recruitment contained more individuals who …

Postprogression Therapy And Confounding For The Estimated Treatment Effect On Overall Survival In Phase Iii Oncology Trials, Alexander D Sherry, Pavlos Msaouel, Timothy A Lin, Joseph Abi Jaoude, Ramez Kouzy, Esther J Beck, Avital M Miller, Adina H Passy, Gabrielle S Kupferman, Eugene J Koay, Clifton David Fuller, Charles R Thomas, Zachary R Mccaw, Ethan B Ludmir

Faculty, Staff and Student Publications

Objective: Estimations of the treatment effect on overall survival (OS) may be influenced by post-progression therapies (PPTs). It is unclear how often OS analyses account for PPT effects. The purpose of this cross-sectional analysis was to determine the prevalence of OS analyses accounting for PPT effects in phase III oncology trials.

Methods and analysis: We screened two-arm, superiority design, phase III, randomised, oncology trials reporting OS from ClinicalTrials.gov. The primary outcome was the frequency of OS analyses adjusting for PPT confounding. Logistic regressions computed ORs for the association between trial-level covariates and the outcome.

Results: A total of 334 phase …

Flavonoid Intakes, Chronic Obstructive Pulmonary Disease, Adult Asthma, And Lung Function: A Cohort Study In The Uk Biobank, Nicola P. Bondonno, Benjamin H. Parmenter, Alysha S. Thompson, Amy Jennings, Kevin Murray, Daniel Bech Rasmussen, Anna Tresserra-Rimbau, Tilman Kühn, Aedín Cassidy

Research outputs 2022 to 2026

Background: Given their antioxidative stress, anti-allergic, anti-inflammatory, and immune-modulating effects, flavonoids are hypothesized to play a role in preventing chronic obstructive pulmonary disease (COPD) and asthma. Objectives: This cohort study aimed to examine associations between flavonoid intake and COPD, asthma, and lung function. Methods: Among 119,466 participants of the UK Biobank, median [interquartile range] age of 60 [53, 65] y, we estimated intakes of flavonoids, flavonoid-rich foods, and a flavodiet score from 24-h diet assessments. Prospective associations with both incident COPD and asthma and cross-sectional associations with measures of lung function [%predicted forced expiratory volume in 1s (FEV1); and FEV1/forced …

Lifestyle Behaviors Before And After Diagnosis Of Type 2 Diabetes: Findings From The Nurses’ Health Studies, Amelia E. Roebuck

Dissertations and Theses (Open Access)

Short- and long-term changes in diet or physical activity in relation to type 2 diabetes mellitus (T2DM) and factors associated with behavior change with adequate inclusion of relevant confounding and effect-modifying variables have been minimally explored. The objective of this research was to examine changes in diet and physical activity following a diagnosis of T2DM and identify sociodemographic, medical, psychosocial, and lifestyle factors associated with changes in dietary or physical activity behaviors. This dissertation utilized two prospective cohorts of U.S. female nurses participating in the Nurses’ Health Study (1976-2016) and Nurses’ Health Study II (1989-2017). Linear mixed effects modeling was …

Genetic Risk Scores For Hypertension And Chronic Kidney Disease In African Americans., Aastha Kakar

Electronic Theses and Dissertations

Hypertension (HT) and chronic kidney diseases (CKD) are complex conditions, disproportionally prevalent among African Americans (AA) and are influenced by multiple genetic as well as environmental factors. Genetic risk scores (GRS) enable the analysis of the combined effects of multiple single nucleotide polymorphisms (SNPs). This study investigates the association of blood pressure (BP) and CKD GRS with BP, hypertension (HT) and CKD; early-onset HT and CKD; and investigates interactions of the GRSs with environmental measures in AA. We observed a significant association between the BP-GRS with HT, SBP and DBP. The odds of HT for one standard deviation (s.d.) increase …

Covid-19 Severity Among American Indians And Alaska Natives In 16 States - January 1, 2020, To March 31, 2021, Jessica Arrazola, Scott Erickson, Chiao Wen Lan, Adrian Dominguez, Sujata Joshi, Andria Apostolou, Ashley Busacker, David Casey, Christiana Coyle, Kathryn Helfrich, Jennifer Kraszewski, Thomas Kim, Genelle Lamont, Richard Leman, Pamela Lemaster, Nick Lehnertz, Mike Mannell, Dakota Matson, Alex Merrill, Tracy Miller, Benjamin Schram, Ozair Naqvi, Samantha Rice, Samantha Hyde-Rolland, Alyssa Rowell, Dean Seneca, Victoria Warren-Mears, Laura Williamson

Journal of Health Disparities Research and Practice

Objective: To compare rates and risk factors of severe COVID-19-related outcomes between American Indian/Alaska Native (AI/AN) and non-Hispanic White people (NHW).

Methods: Aggregate Social Vulnerability Index (SVI), COVID-19-related risk factor, hospitalization, and mortality data were obtained from 16 states for January 1, 2020-March 31, 2021. Generalized estimating equation Poisson regression models calculated age-adjusted cumulative incidences, incidence ratios (IR), and 95% confidence intervals (CI) comparing AI/AN and NHW persons by age, sex, and county-level SVI status.

Results: Race data were missing for 42.7% of COVID-19 cases, 24.7% of hospitalizations, and 10.1% of deaths. Risk of AI/AN COVID-19 mortality …

Building Up A Genomic Surveillance Platform For Sars-Cov-2 In The Middle Of A Pandemic: A True North-South Collaboration, Waqasuddin Khan, Furqan Kabir, Samiah Kanwar, Fatima Aziz, Sahrish Muneer, Adil Kalam, Mehdia Ali, Nadia Ansari, Fyezah Jehan, Muhammad Imran Nisar

Department of Paediatrics and Child Health

Next-generation sequencing technology has revolutionised pathogen surveillance over the last two decades. However, the benefits are not equitably distributed, with developing countries lagging far behind in acquiring the required technology and analytical capacity. Recent declines in the cost associated with sequencing-equipment and running consumables have created an opportunity for broader adoption. During the COVID-19 pandemic, rapid diagnostics development and DNA sequencing revolutionised the ability to diagnose and sequence SARS-CoV-2 rapidly. Socioeconomic inequalities substantially impact the ability to sequence SARS-CoV-2 strains and undermine a developing country's pandemic preparedness. Low- and middle-income countries face additional challenges in establishing, maintaining and expanding genomic …

Ut Health Rgv Covid-19 Testing Report, Jefferson T. R. Chandler, Beatriz Tapia

Research Colloquium

Purpose: This health surveillance project's goal was to organize de-identified data received from UT Health RGV with the intent to provide timely reporting to testing sites and health affairs directors. We aimed to explore how testing rates differ between counties, testing sites and age groups from March 30 through August 7, 2020. We looked at different demographics and compared the positivity rates for each testing site. For this report, we will detail information for the pediatric population (ages 0-18).

Materials and Methods: A codebook and database were created with information about COVID-19 test data to formulate reports to the testing …

The Genetic Associations Of Circadian Rhythm And Sleep Disorder Traits With Risk Of Monoclonal Gammopathy Of Undetermined Significance And Multiple Myeloma, Brittany Crawford

Theses and Dissertations

Background: Circadian rhythm disruption and sleep have been widely studied for their roles in immunity and cancer development. Evidence for an association of circadian rhythm and sleep traits with multiple myeloma (MM) risk is inconclusive. No studies have investigated these traits in relation to monoclonal gammopathy of undetermined significance (MGUS). Given that MGUS precedes almost all MM cases, investigating sleep and circadian rhythm in relation to both MM and MGUS is necessary. The purpose of this dissertation was to explore the genetic influences of circadian rhythm and sleep traits on the risk of MGUS and MM. Methods: Data were leveraged …

Epidemiological Algorithm And Early Molecular Testing To Prevent Covid-19 Outbreaks In A Mexican Oncologic Center, Moises González-Escamilla, Diana C. Peréz-Ibave, Carlos H. Burciaga-Flores, Vanessa N. Ortiz-Murillo, Genaro A. Ramírez-Correa, Patricia Rodríguez-Niño, Rafael Piñeiro-Retif, Hazyadee F. Rodríguez-Gutiérrez, Orlando D. Solis-Coronado, Juan F. González-Guerrero, Oscar Vidal-Gutiérrez, María Lourdes Garza-Rodríguez

Research Symposium

Introduction: Prevention strategies and detection of latent COVID-19 infections in oncology staff and oncologic patients are essential to prevent outbreaks in a cancer center. In this study, we used two statistical predictive models in oncology staff and patients from the radiotherapy area to prevent outbreaks and detect COVID-19 cases.

Methods: Staff and patients answered a questionnaire (electronic and paper surveys, respectively) with clinical and epidemiological information. The data was collected through two online survey tools: Real-Time Tracking (R-Track) and Summary of Factors (S-Facts). According to the algorithm's models, cut-off values were established. SARS-CoV-2 qRT-PCR tests confirmed the algorithm's positive individuals. …

Pediatric Firearm Injury Epidemiology At A Level 1 Trauma Center From 2019 To 2021: Including Time Of The Covid-19 Pandemic, Cynthia Orantes, Hei Kit Chan, Daniel Walter, Summer Chavez, Irma T Ugalde

Faculty, Staff and Student Publications

BACKGROUND: Firearms are a leading cause of death in children. The demand for firearms increased following COVID-19 "stay-at home orders" in March 2020, resulting in record-breaking firearm sales and background checks. We aim to describe the changes in pediatric firearm-related injuries, demographics, and associated risk factors at a Level 1 trauma center in Houston before and during the COVID 19 pandemic.

RESULTS: The total number of pediatric firearm-related injury cases increased during March 15th to December 31st, 2020 and 2021 compared to the same time period in 2019 (104 verses 89 verses 78). The demographic group most affected across years …

Ancestral Diversity In Lipoprotein(A) Studies Helps Address Evidence Gaps, Anna F Ballou, Adolfo Correa, Paul S De Vries, Zhaohui Du, Christopher R Gignoux, Penny Gordon-Larsen, Xiuqing Guo, Jeffrey Haessler, Annie Green Howard, Yao Hu, Helina Kassahun, Shia T Kent, J Antonio G Lopez, Keri L Monda, Kari E North, Ulrike Peters, Michael H Preuss, Stephen S Rich, Jie Yao, Rina Yarosh, Michael Y Tsai, Jerome I Rotter, Charles L Kooperberg, Ruth J F Loos, Christie Ballantyne, Christy L Avery, Mariaelisa Graff

Faculty, Staff and Student Publications

INTRODUCTION: The independent and causal cardiovascular disease risk factor lipoprotein(a) (Lp(a)) is elevated in >1.5 billion individuals worldwide, but studies have prioritised European populations.

METHODS: Here, we examined how ancestrally diverse studies could clarify Lp(a)'s genetic architecture, inform efforts examining application of Lp(a) polygenic risk scores (PRS), enable causal inference and identify unexpected Lp(a) phenotypic effects using data from African (n=25 208), East Asian (n=2895), European (n=362 558), South Asian (n=8192) and Hispanic/Latino (n=8946) populations.

RESULTS: Fourteen genome-wide significant loci with numerous population specific signals of large effect were identified that enabled construction of Lp(a) PRS of moderate (R

CONCLUSIONS: …

Current Oral Hygiene And Recreational Behavioral Trends In Hiv Disease, Donald E. Mercante, Emily Guarisco, Elizabeth A. Lilly, Arni Rao, Kelly Treas, Clifford J. Beall, Zach Thompson, Ann L. Griffen, Eugene J. Leys, Jose A. Vazquez, Michael E. Hagensee, Paul L. Fidel

School of Dentistry Faculty Publications

Objective: HIV disease is evolving with more HIV+ persons experiencing a high quality of life with well-controlled viremia. We recently enrolled a large cohort of HIV+ and clinically relevant HIV− persons for oral microbiome analyses that included a questionnaire related to oral hygiene and recreational behaviors. Here, the questionnaire responses were analyzed for behavioral trends within the cohort, together with trends over time by comparison to a previous geographically centered HIV+ cohort. Methods: Data were collected by questionnaire at baseline visits as cross-sectional assessments. Multivariable analyses were conducted for associations of HIV status as well as age, race, and sex, …

Improving Microbiome Research Through Enhanced Reporting And Modeling The Effects Of Antibiotic Usage, Chloe A. Mirzayi

Dissertations and Theses

I consider two key areas in the growing field of human microbiome research: improving the quality of study reporting and the impact of antibiotics on participants in human gut microbiome research studies. In the first chapter, a team of evaluators used the Strengthening the Organization and Reporting of Microbiome Studies (STORMS) checklist to assess recently published microbiome literature. I found moderate agreement and reliability between evaluators, identified several items in STORMS that could be improved, and confirmed that the STORMS checklist can serve as a tool for assessing the reporting quality of published microbiome study. The next chapter considers pre-exposure …

Epidemiology Of Island And Mainland Populations: How Does Culture Influence Health Risk Factors Of Non-Communicable, Chronic, And Metabolic Diseases?, Jake Thomas D. Palisoc

Honors Projects

Non-communicable diseases (NCDs), including chronic and metabolic diseases, are responsible for 74% of global mortality and are strongly influenced by health risk factors. Geographical differences in NCDs have been identified in several countries but have not been completely explained through cultural factors, specifically island and mainland cultures. This study aimed to develop an epidemiological framework for determining diseases with the highest mortality for further investigation regarding different health risk factors rooted in a specific population’s cultural foundations. Preliminary findings indicated diabetes type II (D2) and CKD caused by hypertension and D2 to have the highest risk factor and mortality percentage …

Analytical Approach For Monitoring The Behavior Of Patients With Pancreatic Adenocarcinoma At Different Stages As A Function Of Time, Aditya Chakaborty Dr, Chris P. Tsokos Dr

Biology and Medicine Through Mathematics Conference

No abstract provided.

Generalized Differential Equation Models For Disease Interventions: A Novel Approach For Predicting Sexually Transmitted Disease Outbreaks, Scott Greenhalgh

Biology and Medicine Through Mathematics Conference

No abstract provided.

Relative Efficacy Of Resource Constrained Forward And Backward Contact Tracing In An Open Population, Nicholas Roberts

Biology and Medicine Through Mathematics Conference

No abstract provided.

Modeling The Dynamics Of Alcohol-Marijuana Co-Abuse In Virginia, Ana L. Vivas-Barber, James Tipton, Sujan Pant, Anne Fernando

Biology and Medicine Through Mathematics Conference

No abstract provided.

Multilevel Description Of Spotted Fever Group Rickettsia Among Humans, Animals, And The Environment In Miraflores, Colombia, And South Carolina, Usa, Lidia Gual Gonzalez

Theses and Dissertations

Tick-borne diseases are emerging worldwide due to environmental shifts caused by land fragmentation and climate change. Among the most important ones spotted fever group rickettsioses (SFGRs) are of particular interest due to their wide species variety and high pathogenicity. Given the global spotted fever group rickettsia (SFGR) distribution, evaluation and comparison of different populations is critical to better understand these pathogens' epidemiology and unravel the risk factors affecting disease occurrence. Consequently, this dissertation investigates SFGR highlighting the One Health framework, assessing animals, humans, and the environment. The first part includes an evaluation at the household level using human and canine …

The Top 50 Most Cited Articles On The Medial Patellofemoral Ligament (Mpfl): A Bibliometric Analysis, Varag Abed, Alex Duvall, Jonathan D. Rexroth, Alyssa Goodwin, Joseph Liu, Austin Stone

Medical Student Research Symposium

Objectives: To determine which original articles on the topic of the medial patellofemoral ligament (MPFL) have been cited the most in the literature utilizing a bibliometric approach. Secondarily, to determine temporal trends between article types.

Methods: Articles on the topic of the MPFL were identified by utilizing the Web of Science Database. The search yielded 1,596 results and the top 50 cited original articles were collected for further analysis. The following information was gathered for all included articles: title, first author's name, journal name, year of publication, impact factor of the journal in 2021, total number of citations of the …

An Integrated Multi-Omics Analysis Of Sleep-Disordered Breathing Traits Implicates P2xr4 Purinergic Signaling, Brian Cade, Alexander P Reiner, Alberto R Ramos, Joshua D Smith, Jianwen Cai, Martha Daviglus, Phyllis C Zee, Robert Kaplan, Charles Kooperberg, Stephen S Rich, Jerome I Rotter, Sina A Gharib, Susan Redline, Tamar Sofer

Faculty, Staff and Student Publications

Sleep Disordered Breathing (SDB) is a common disease associated with increased risk for cardiometabolic, cardiovascular, and cognitive diseases. How SDB affects the molecular environment is still poorly understood. We study the association of three SDB measures with gene expression measured using RNA-seq in multiple blood tissues from the Multi-Ethnic Study of Atherosclerosis. We develop genetic instrumental variables for the associated transcripts as polygenic risk scores (tPRS), then generalize and validate the tPRS in the Women's Health Initiative. We measure the associations of the validated tPRS with SDB and serum metabolites in Hispanic Community Health Study/Study of Latinos. Here we find …

Urbanization And Physical Activity In The Global Prospective Urban And Rural Epidemiology Study, Kwadwo Boakye, Marit Bovbjerg, John Schuna Jr, Adam Branscum, Ravi Prasad Varma, Rosnah Ismail, Olga Barbarash, Juan Dominguez, Yuksel Altuntas, Romaina Iqbal

Community Health Sciences

Urbanization may influence physical activity (PA) levels, although little evidence is available for low- and middle- income countries where urbanization is occurring fastest. We evaluated associations between urbanization and total PA, as well as work-, leisure-, home-, and transport-specific PA, for 138,206 adults living in 698 communities across 22 countries within the Prospective Urban and Rural Epidemiology (PURE) study. The 1-week long-form International PA Questionnaire was administered at baseline (2003-2015). We used satellite-derived population density and impervious surface area estimates to quantify baseline urbanization levels for study communities, as well as change measures for 5- and 10-years prior to PA …

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.

Health Misinformation During Epidemiological Crises, Bethany Stefan, Alexis L. Emich, Katrina R. Lamp

Williams Honors College, Honors Research Projects

Health misinformation is more prevalent than ever in the modern age and poses serious risks for those who believe it. Medical fallacies can become especially harmful during periods of widespread disease when the misinformed respond in ways that increase threats to public health. The purpose of this systematic review is to describe and critically appraise the evidence about how health misinformation during endemics and pandemics can influence behaviors and responses, as well as the implications of interventions affecting these behaviors. A systematic search of the literature with inclusion/exclusion criteria using CINAHL Plus with Full Text, MEDLINE, and PsychINFO resulted in …

The Application Of Time Series Analysis To Injury Epidemiology Data, Eric Wayne Lundstrom

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Injury fatality rates in the United States (US) decreased throughout the majority of the 20th century, mostly due to declining rates of occupational and motor vehicle injuries. However, near the beginning of the 21st century, fatal injury rates in the US began to increase. This is principally due to the nation’s opioid epidemic, which has been characterized by different epidemic “waves”, each driven by overdoses associated with specific substances. Given the temporally dynamic nature of US injury trends, this study aimed to explore the application of time series analysis to injury data in the US. First, rates of non-fatal …

Pancreatic Cancer: Quantitative Study Investigating The Regional Risk Factors In North Carolina, Holly Marie Myers

Walden Dissertations and Doctoral Studies

Pancreatic cancer is the fourth-leading cause of cancer-related deaths in the United States, killing more than 90% of individuals diagnosed within 5 years. Due to the lack of signs and symptoms, 82% of all pancreatic cancer cases are diagnosed in terminal stages. As such, the most powerful method to reducing the morbidity and mortality of pancreatic cancer is to further investigate the risk factors. According to the theoretical framework of the ecosocial theory, long-term exposure to exposures to unfavorable socioecological and environmental factors serve as a “web of causation” for adverse health outcomes. Using data from the North Carolina Department …

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 …

Pancreatic Cancer: Quantitative Study Investigating The Regional Risk Factors In North Carolina, Holly Marie Myers

Walden Dissertations and Doctoral Studies

Pancreatic cancer is the fourth-leading cause of cancer-related deaths in the United States, killing more than 90% of individuals diagnosed within 5 years. Due to the lack of signs and symptoms, 82% of all pancreatic cancer cases are diagnosed in terminal stages. As such, the most powerful method to reducing the morbidity and mortality of pancreatic cancer is to further investigate the risk factors. According to the theoretical framework of the ecosocial theory, long-term exposure to exposures to unfavorable socioecological and environmental factors serve as a “web of causation” for adverse health outcomes. Using data from the North Carolina Department …

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.