Digital Commons Network^™

Effect Of Insufficient Sleep On Activity Limitation: Results From The Brfss 2022 Survey, Jonathan Meyer

Capstone Experience

Objective: To determine whether insufficient sleep (less than 7 hours per night) is associated with activity limitation (14 days or more of poor mental or physical health interfering with everyday activities) in Behavioral Risk Factor Surveillance System (BRFSS) survey data from 2022. Methods: BRFSS is a nationally representative cross-sectional survey of non-incarcerated US adults. The exposure of interest was insufficient sleep, and the outcome of interest was activity limitation. Other demographic variables used in a final weighted adjusted analysis include age >65 years, race/ethnicity, gender, marital status, income, and total physical inactivity. Results: The weighted prevalence of insufficient sleep for …

Evaluating The Association Of Influenza Vaccination On Long-Term Covid-19 Symptoms In U.S. Adults, Ratnakar Pingili

Capstone Experience

Objective. To evaluate the association of influenza vaccination in the past 12 months with Long COVID effects and clinical and sociodemographic factors.

Methods. Cross-sectional study with data from the 2022 Behavioral Risk Factor Surveillance System (BRFSS), covering 415,132 non-institutionalized U.S. adults with a confirmed COVID-19 diagnosis and influenza vaccination reported within the last 12 months. Logistic regression was conducted between influenza vaccination (exposure) and Long COVID (outcome), controlling for demographic variables, pre-existing health conditions, and socioeconomic status.

Results. Of 120,603 participants, 21.89% reported Long COVID symptoms and 42.04% had received an influenza vaccine. Findings indicate a statistically significant 13% reduction …

A Replication Study-Postoperative Complications In Bariatric Surgery Using Age And Bmi Stratification: A Stusy Using Acs-Nsqip Data (2014), Aruna Sree Posanipalle

Capstone Experience

This study aims to replicate the findings of Sanni et al.'s (2014) research on postoperative complications in bariatric surgery patients. The original research utilized age and BMI stratification and data from the American College of Surgeons National Surgical Quality Improvement Program (ACS NSQIP) to identify the relationship between these variables and postoperative complications. The findings of the original study revealed significant associations between age, BMI, and postoperative complications. The replication plan aims to confirm these associations and identify the factors that lead to postoperative complications in patients undergoing bariatric surgery. The replication study proposes a comprehensive plan consisting of three …

Factors Predictive Of The Development Of Surgical Site Infection In Thyroidectomy, A Replication Study Of Myssiorek (2018), Kaitlyn M. Kenig

Capstone Experience

The original study aimed to show that thyroidectomy does not result in surgical site infection (SSI) in most cases, and thus routine prescription of antibiotics is not necessary. The study looked to see what risk factors could predict the incidence of SSI. This would highlight those individuals who were at most risk of developing SSI, and then antibiotics would only be prescribed to these individuals instead of all or most individuals who undergo thyroidectomy.

This study used NSQIP data to look at incidence of SSI and look for risk factors that may be predictive of SSI. Only surgeries that were …

Examining The Relationship Between Deafness And Mental Health Status: An Analysis Of The Behavioral Risk Factor Surveillance System (Brfss) 2022, Brianna Stroud-Williams

Capstone Experience

Objective: The objective of the research is to examine the association between mental health status as measured by number of mentally healthy days in the past month and deafness and binge drinking.

Methods: The Behavioral Risk Factor Surveillance System (BRFSS) study was conducted via telephone survey in 50 states, including the District of Columbia and US territories. The sample size is 402,156 participants. Univariate, bivariate, and multivariate regressions, odds ratio, and 95% confidence interval were used to measure the data.

Results: Deaf respondents have 1.56 times the odds of having poor mental health than those who are not deaf. (95% …

Cervical Cancer Screening And Affordability Of Medical Care: A Cross-Sectional Study, Sarah M. Johnson

Capstone Experience

Objective: To determine if, among women aged 21-65, there is a positive association between avoiding healthcare due to cost and not being up to date on cervical cancer screening.

Methods: This cross-sectional study utilized the 2022 Behavioral Risk Factor Surveillance System dataset. A total of 123,275 women, aged 18-69 without a hysterectomy, were analyzed with bivariate and multivariate analyses. The outcome was length of time since last cervical cancer screening. The exposure was avoiding healthcare in the last 12 months due to cost.

Results: Women who avoided healthcare due to cost had higher odds of not being up to date …

Examining The Association Between Smoking Frequency And Long Covid: A Brfss Study, Bhavya Patel

Capstone Experience

Objectives: To examine the relationship between self-reported smoking frequency and the presence of Long COVID among individuals who tested positive for COVID-19.

Methods: A cross-sectional study was conducted using a sample of 44,738 COVID-positive participants from the 2022 Behavioral Risk Factor Surveillance System (BRFSS) dataset. Logistic regression was utilised to compute prevalence odds ratios (pOR) and was adjusted for potential sociodemographic confounders.

Results: Individuals who smoked daily were found to have a greater likelihood of reporting Long COVID in comparison with nonsmokers (Crude pOR=1.22; CI= [1.10-1.35]). However, in the adjusted regression model, daily smoking was no longer significant (Adjusted pOR=1.04; …

Heartache Beyond The Physical: Unraveling The Nexus Between Myocardial Infarction History And Depressive Disorders In Us Adults, Sonika Khanal

Capstone Experience

Objective: To estimate the prevalence of depressive disorders among US adults and explore the association between a history of Myocardial Infarction (MI) and depressive disorders, considering potential risk factors and demographic variables.

Methods: A cross-sectional study was conducted from 2022 Behavioral Risk Factor Surveillance System data, including 390,429 US adults. Logistic regression was used to estimate the association between the history of MI and depressive disorders, adjusting for age, gender, race, smoking status, health insurance, education level, and BMI. Effect modification by age was assessed.

Results: The prevalence of depressive disorders was 21.19%, with 4.46% reporting a …

A Cross-Sectional Analysis Of Self-Reported Long Covid And Binge Drinking Amongst Covid-Positive Individuals Using The Behavioral Risk Factor Surveillance System (Brfss), 2022, Maire Kirley

Capstone Experience

Objective: Identify an association between Long COVID (exposure) and binge drinking (outcome) amongst COVID-positive individuals.

Methods: COVID-positive respondents (n=116,120) were sampled from the 2022 Behavioral Risk Factor Surveillance System (BRFSS). Univariate analysis assessed distribution of Long COVID, binge drinking, and covariates sex, age, race/ethnicity, education, income, rural/urban residency, veteran status and BMI. Bivariate analysis determined crude prevalence odds ratios (POR) between exposure, outcome, and covariates. Multivariate logistic regression determined adjusted prevalence odds ratios (aPOR) and 95% confidence intervals (95% CI) for exposure, outcome and covariates.

Results: No association found between Long COVID and binge drinking (aPOR: 0.94 (95% CI: 0.87, …

Association Between Depression And Coronary Heart Disease: A Cross-Sectional Study Using Behavioral Risk Factor Surveillance System (Brfss), 2022, Juliana Monono

Capstone Experience

Objectives: To examine the association of depression and coronary heart disease in U.S. adults.

Methods: This cross-sectional study uses the Behavioral Risk Factor Surveillance System (BRFSS), 2022 data for non-institutionalized U.S adults aged 18 and older. The exposure variable is depression, the outcome is coronary heart disease (CHD), and covariates are age, race, education, and physical activity. Performed univariate, bivariate, and multivariate analyses to assess the association between depression and CHD.

Results: The analytical sample size consisted of 427,217 individuals. A total of 88,841(20.7%) of the population reported having coronary heart disease, while 338,376(70.3%) reported having no …

Association Between Long Covid-19 And Insurance Status Using The Behavioral Risk Factor Surveillance System (2022), Elizabeth E. Osbourn

Capstone Experience

Objective. To determine if insurance status can directly predict self-diagnosed Long COVID and what sociodemographic factors are significantly associated with a self-diagnosis of Long COVID among those who tested positive for COVID-19.

Methods. This cross-sectional study uses data from the 2022 Behavioral Risk Factor Surveillance System to conduct a multivariate logistic regression model analysis. Out of 445,132 participants, 110,402 participants were identified to be used in this study.

Results. After testing positive for COVID-19, 21.7% of individuals were self-diagnosed with Long COVID. After controlling for confounders, insurance status wasn't significant (p-value: 0.8458). However, in crude analysis, individuals with Medicaid (cPOR:1.44; …

The Impact Of Household Income On The Development Of Long-Covid After Covid-19 Infection, Clayton Mowrer

Capstone Experience

Objective

Long-COVID can occur following coronavirus-19 infection and can have debilitating consequences. It is unclear how household income (a social determinant of health) might impact the development of long-COVID. This study aims to characterize and compare the prevalence of long-COVID in persons who have been diagnosed with COVID-19, according to household income.

Methods

Using data from the 2022 Behavioral Risk Factor Surveillance System Questionnaire, 124,313 respondents who reported a diagnosis of COVID-19 infection were analyzed for the development of long-COVID (outcome) and compared across annual household income (exposure). Other demographic and socioeconomic factors were similarly analyzed.

Results

The prevalence of …

Physician Burnout In The United States: A Systematic Review Of Organizational And Systemic Approaches And Their Efficacies, 2014-2024, Nicole Butler

Capstone Experience

Physician burnout represents a critical public and clinical health concern in the United States. It compromises patient care and physician safety. Approaches to solve the issue are pervasive, with limited indication of effectiveness. Due to the essential job functions of physicians, the practice of medicine is inherently stressful. However, the introduction of new, more complex stressors, including those exacerbated by the COVID-19 pandemic, and the increase in chronic healthcare conditions have made burnout an unfortunate staple of physician life, with an estimated prevalence of up to 60%. Burnout involves three factors: emotional stress, depersonalization, and reduced job satisfaction. The consequences …

Identifying Barriers To Healthcare Access And Utilization Experienced By Lgbtq+ Adults With Chronic Diseases Through The Lens Of The Social Ecological Model, Devin Mottier

Capstone Experience

The purpose of this literature review is to comprehensively examine and synthesize existing research on present barriers to health access and utilization that contribute to the disparities in chronic disease prevalence within the adult LGBTQ+ population. In the context of this review, the social-ecological model (SEM) was used to describe the nuanced and multifaceted nature of healthcare access and utilization. This literature review was based upon the following question: ‘Using the social-ecological model, what are the barriers to health access and utilization that contribute to high rates of chronic disease in LGBTQ+ adults?’ Outcome measures of interest included the following …

Optimizing Malaria Control In Nigeria: A Comprehensive Review Of Llin Effectiveness And Policy Frameworks, Jash Mehta

Capstone Experience

This comprehensive literature review examines the effectiveness of Long-Lasting Insecticidal Nets (LLINs) and the policy frameworks governing their use in Nigeria, with the goal of optimizing malaria control strategies in the country. The review explores the scientific underpinnings of LLINs, evaluates their effect on malaria incidence, and examines the operational, sociocultural, and economic aspects that affect their use. It also examines Nigeria's policy environment, assessing the creation, application, and efficacy of policies pertaining to LLIN. The summary of research results from several studies emphasizes the importance of LLINs in preventing malaria and the challenges associated with implementing policies in different …

Development Of A National Core Indicators Dashboard Of Long-Term Services And Supports Outcomes For Individuals With Intellectual And Developmental Disabilities, Rhonda Haitz

Capstone Experience

The National Core Indicators (NCI) surveys are conducted annually across the United States, including Nebraska. Individuals with intellectual and developmental disabilities and/or their guardians are surveyed to learn more about their experiences and the quality of their services and lives (National Core Indicators- IDD, 2023). However, the data is only useful when understood and applied to make informed decisions to improve the lives of those with intellectual and developmental disabilities (McDonald et al., 2013). This project designed and developed two data dashboards for the state of Nebraska that publicly track, analyze and display the NCI survey results. The In-Person Survey …

Hiv Testing Among High-Risk Individuals In The Us: 2022 Brfss, Alissa Lorchick

Capstone Experience

Objective

Human Immunodeficiency Virus (HIV) infection is a global epidemic, and public health efforts are moderately effective to date. This cross-sectional study aimed to determine association between high-risk behavior (intravenous drug use, risky sexual behaviors) and odds of testing for HIV utilizing 2022 Behavioral Risk Factor Surveillance System (N= 445,132).

Methods

Using SAS 3.82, the age-stratified logistic regression model for exposure (high-risk behavior) and outcome (HIV testing) included covariates gender, race, income, mental health and checkup frequency.

Results

High-risk individuals had greater odds of testing compared to low-risk individuals (crude POR 2.98 [2.81 – 3.17]), with greatest odds observed among …

Substance Use Patterns Among High School Students - A Replication Study Of The 2020 Youth Risk Behavior Survey, Haley Irons

Capstone Experience

The study selected for replication is “Prescription Opioid Misuse and Use of Alcohol and Other Substances Among High School Students” by Christopher Jones and colleagues published in the Morbidity and Mortality Weekly Report Supplement in August 2020. The original report used data from the Centers for Disease Control’s 2009-2019 Youth Risk Behavior Survey (YRBS), which is a cross-sectional survey administered every two years to a sample of public- and private-school students in 9th–12th grade in the United States. Researchers from the original report aimed to use the 2009-2019 YRBS data to examine substance use among high school students, characterize the …

A Cross-Sectional Analysis Of Adverse Childhood Experience Exposure On Cancer Diagnosis Utilizing The 2022 Behavioral Risk Factor Surveillance Survey Data, Emma Zipperer

Capstone Experience

Objective: To determine the association between Adverse Childhood Experiences (ACEs) and cancer diagnosis based on ACE exposure levels.

Methods: We utilized data collected in the 2022 Behavioral Risk Factor Surveillance System (BRFSS) survey. The study population (n=54,148) was restricted to states that reported on the optional model of experiencing ACEs and those who responded about cancer diagnosis. A univariate analysis, bivariate analysis and a multivariate logistic regression were performed. Odds of cancer diagnosis among those with differing ACE exposure levels were calculated.

Results: High ACE exposure had 20% higher odds of cancer diagnosis when compared to low ACE exposure. White, …

Nurse Initiated Standing Orders: A Process Improvement At An Emergency Department In Interior Alaska, Justin D. Melberg

Capstone Experience

Emergency Departments (EDs) are a valuable and limited public health resource. In addition to treating acute medical emergencies, EDs bridge the gaps in urgent care and primary care accessibility, operating twenty-four hours a day, seven days a week, providing care regardless of an individual’s ability to pay. EDs across the country operate at or above capacity regularly, and overcrowding is projected to increase due to decreased facilities and available inpatient beds. Innovative measures are necessary to increase patient throughput and decrease length of stay while maintaining quality care. Nurse initiated standing orders, also known as nurse driven protocols, standing orders, …

Examining The Impact Of Adverse Childhood Experiences (Aces) On Breast And Colorectal Cancer Screening Behaviors In Adulthood, Meagan A. Kraft

Capstone Experience

Objective: To investigate the relationship between adverse childhood experiences (ACEs) and screening for breast and colorectal cancer in adulthood.

Methods: This cross-sectional study utilized nationwide survey data from the 2022 Behavioral Risk Factor Surveillance System (BRFSS). Data regarding ACEs and compliance with breast and colorectal cancer screening guidelines were analyzed from 12 states. Weighted logistic regression models were used to assess the relationship between ACEs and breast cancer screening compliance in a population of 18,369 women, and colorectal cancer screening compliance in a population of 30,884 men and women. Screening compliance among those with a high ACE score was compared …

Assessing How Children Modify The Impact Of Having Health Insurance On Smoking Status Using The 2021 Behavioral Risk Factor Surveillance System Survey, Zak Lippert

Capstone Experience

Objective: To understand if children living in the home modify the relationship between health insurance and smoking.

Methods: This analysis used the 2021 Behavioral Risk Factor Surveillance System Survey. The outcome was being a current smoker with health insurance as the exposure. The analysis was stratified by children to determine if children changed how having health insurance impacted smoking. The odds ratios for each stratum were compared to determine if children was a modifying factor.

Results: Children had a modifying effect on health insurance. For someone with children, if they had insurance, their odds of smoking were 0.91 (95% CI: …

Relationship Of Adverse Childhood Experiences And Depression Using The 2022 Behavioral Risk Factor Surveillance System Data In 12 States, Ivy Sovine

Capstone Experience

Objective: To determine if reporting adverse childhood experiences (ACE) is linked to depression in adults, taking into consideration the influence of sociodemographic factors.

Methods: A secondary analysis was performed using the cross-sectional 2022 Behavioral Risk Factor Surveillance System (BRFSS) survey data. Twelve states included the optional ACE module, respondents who did not answer the questions about depression, education, or at least one ACE question were excluded from the analysis. The study population included 59,860 respondents. We examined the relationship between depression and ACE by using weighted univariate analysis, bivariate models, and logistic regressions.

Results: Among the respondents, 21% (12,112) reported …

Body Mass Index And Acute And Chronic Work-Related Injuries; A Random Sample Analysis Of Occupational Health Clinic Records, Nicole M. Lundy

Capstone Experience

Workplace injuries are detrimental because they impact the productivity and wellbeing of workers. The ultimate goal is to minimize job-related injuries due to workplace exposure. This study examines the relationship between body mass index (BMI), age, gender, and injury patterns. Data was collected through a chart review of patients from an occupational medicine health clinic in Grand Rapids, Michigan from January 2022 through December 2022.

This was an exploratory study with no population sample control group. Variables investigated were body mass index, gender, age, and type of injury sustained. The injuries were classified by body part into head, back, lower …

Examining The Relationship Between Adverse Childhood Experiences And Covid-19 Vaccine Status Using 2022 Brfss Data: A Cross-Sectional Study, Cristhian A. Chau-Valdivia

Capstone Experience

Abstract:

Objective.To determine the association between adverse childhood experiences (ACEs) scores with COVID-19 vaccination outcomes before and after adjusting for demographic variables.

Methods. Data were from 2022 Behavioral Risk Factor Surveillance System (BRFSS) surveys regarding 13 categories of ACEs, COVID-19 vaccination, and demographic variables. Data was weight adjusted for survey respondent data. This complex design combined the core and optional modules. Participants who received at least one dose of the COVID-19 vaccine were categorized as vaccinated. The sample size is 12,514.

Results. Participants who were female (OR=1.35, 95% CI: [1.19,1.52]), greater than or equal to 65 years old (OR=4.76, 95% …

Mental Health Perceptions Among Us Veterans And Non-Veterans: 2022 Behavioral Risk Factor Surveillance System, Nicole Frederickson

Capstone Experience

Objective. To determine the association between veteran status and perceived mental health in US adults.

Methods. 2022 Behavioral Risk Factor Surveillance System cross-sectional telephone survey data were used. Analyses were adjusted for confounding sociodemographic and health-related characteristics. Weighted multinomial logistic regression was used to determine the association between veteran status and reporting 0, 1-13, or 14+ poor mental health days.

Results. A total of 430,653 individuals were included in this analysis. Veteran status was associated with decreased odds of reporting 1-13 poor mental health days than nonveterans (OR=0.81; 95% CI 0.77, 0.86) but greater odds of reporting 14+ poor mental …

Spotlight On Mental Health On A Healthcare Campus: An Assessment Of Psychological Trauma Awareness, Training, And Treatment In The University Of Nebraska Medical Center College Of Public Health Community, Jenny E. Mueller

Capstone Experience

Background: Psychological trauma has been recognized as a public health concern of epidemic proportions globally. Public health community awareness of and education in trauma is likely to be integral to preparing future public health professionals to work effectively and safely in the field. Currently, the extent of trauma awareness, training, and treatment on the University of Nebraska Medical Center College of Public Health (UNMC COPH) campus is not known.

Aims: The aims of this project are to investigate and assess the level of psychological trauma awareness, training, and treatment on the UNMC COPH campus; and to provide recommendations for actions …

Adverse Childhood Experiences As Individual Predictors Of Subjective Cognitive Decline: Analyzing The 2022 Behavioral Risk Factor Surveillance System, Ruthie Schmitt

Capstone Experience

Objectives. This study explored the association of Adverse Childhood Experiences (ACEs) and Subjective Cognitive Decline (SCD). This study aimed to determine within the United States which ACEs have a stronger association with SCD after 45 years of age by analyzing all 13 ACEs individually with SCD.

Methods. Data were obtained from the 2022 BRFSS. An analytic sample of 42,509 adults over 45 years of age from seven states was analyzed using binary and multivariate logistic regression. The outcome variable investigated in this study was SCD, and the explanatory variables were 13 ACEs.

Results. Of the respondents, 10.4% reported experiencing SCD …

Associations Between Long Covid And Healthcare Access: A Cross-Sectional Analysis Of The Behavioral Risk Factor Surveillance System (Brfss) 2022, Tiffany Elliott

Capstone Experience

Objective. To evaluate the association of healthcare access with Long COVID and clinical and sociodemographic factors.

Methods. Data were from the CDC's 2022 Behavioral Risk Factor Surveillance System (BRFSS) surveys regarding four measures of healthcare access and Long COVID. There were 25,549 respondents who reported Long COVID and 95,830 respondents who did not report Long COIVD.

Results. 25,549 (22.0%) of respondents reported Long COVID. Significant associations were found in respondents with public health insurance and delayed medical care due to cost. Those with chronic health conditions were more likely to report Long COVID. Women, certain racial/ethnic groups, …

Geospatial Distribution Of Pharmacist Diabetes Management Within A Patient Centered Medical Home Model In Omaha, Nebraska, Anthony Donovan

Capstone Experience

Patients with uncontrolled diabetes, defined as a hemoglobin A1c value greater than 9%, are at an increased risk of diabetes progression. Primary care is often the first point of contact where patients with uncontrolled diabetes are identified and treated. Pharmacists are utilized in diabetes medication management of patients with uncontrolled diabetes as one component of primary care multidisciplinary models of care. This descriptive project describes the geospatial distribution of patients with uncontrolled diabetes from a single institution in the Omaha, Nebraska area who were exposed to pharmacists within a Patient Centered Medical Home (PCMH) model of care compared to those …