Digital Commons Network^™

Disparities In Antifibrotic Medication Utilization Among Veterans With Idiopathic Pulmonary Fibrosis, Bhavika Kaul, Joyce S Lee, Laura A Petersen, Charles Mcculloch, Ivan O Rosas, Venkata D Bandi, Ning Zhang, Alison M Dedent, Harold R Collard, Mary A Whooley

Faculty, Staff and Students Publications

Background: Two antifibrotic medications, pirfenidone and nintedanib, are approved for the treatment of idiopathic pulmonary fibrosis (IPF). Little is known about their real-world adoption.

Research question: What are the real-world antifibrotic utilization rates and factors associated with uptake among a national cohort of veterans with IPF?

Study design and methods: This study identified veterans with IPF who received care either provided by the Veterans Affairs (VA) Healthcare System or non-VA care paid for by the VA. Patients who had filled at least one antifibrotic prescription through the VA pharmacy or Medicare Part D between October 15, 2014, and December 31, …

Transplanting Hepatitis B Surface Antigen-Positive Livers In The United States: Outcomes And Opportunities, Anshul Bhatnagar, Sameer Prakash, Peter Lymberopoulos, Cameron Goff, Anjiya Shaikh, Donghee Kim, Aijaz Ahmed, Carl Berg, Susanna Naggie, Fasiha Kanwal, George Cholankeril, Tzu-Hao Lee

Faculty, Staff and Students Publications

Livers from donors with positive hepatitis B surface antigens (HBsAg+) have been used to expand the donor pool; however, outcome data are limited. We aim to evaluate survival following liver transplant (LT) from HBsAg+ donors. Using the United Network for Organ Sharing registry, we identified HBsAg+ donors used for LT from 2009 to 2020. We used Kaplan-Meier survival and Cox proportional hazards regression to compare post-LT survival in hepatitis B virus-negative recipients who utilized HBsAg+ donors to propensity-matched cohorts who utilized other types of donors. From 2009-2020, 70 patients received HBsAg+ livers, and 58 of them did not carry a …

Demise Of The Usmle Step-2 Cs Exam: Rationalizing A Way Forward, Francis I Achike, Jennifer G Christner, Jeremy L Gibson, Robert M Milman, Sharon Obadia, Amy L Waer, Patricia K Watson

Faculty, Staff and Students Publications

The COVID-19 pandemic has compelled rethinking and changes in medical education, the most controversial perhaps being the cancelation of USMLE Step-2 Clinical Skills exam (Step-2 CS). What started in March of 2020 as suspension of this professional licensure exam, because of concerns about infection risk for examinees, standardized patients (SPs), and administrators, soon became permanent cancelation in January 2021. Expectedly, it triggered debate in medical education circles. Positively, however, the USMLE regulatory agencies (NBME and FSMB) saw an opportunity to innovate an exam tainted with perceptions of validity deficits, cost, examinee inconvenience, and worries about future pandemics; they therefore called …

Prevention Of Hepatocellular Carcinoma (Hcc) White Paper Of The Texas Collaborative Center For Hepatocellular Cancer (Tech) Multi-Stakeholder Conference, Hashem B El-Serag, John W Ward, Sumeet K Asrani, Amit G Singal, Nicole Rich, Aaron P Thrift, Salil Deshpande, Barbara J Turner, Ahmed O Kaseb, Ariel C Harrison, Brett E Fortune, Fasiha Kanwal

Faculty, Staff and Students Publications

BACKGROUND & AIMS: Texas has the highest age-adjusted incidence rate of hepatocellular carcinoma (HCC) in the United States. The Cancer Prevention and Research Institute of Texas has funded the Texas Collaborative Center for Hepatocellular Cancer (TeCH) to facilitate HCC research, education, and advocacy activities with the overall goal of reducing HCC mortality in Texas through coordination, collaboration, and advocacy.

METHODS: On September 17, 2022, TeCH co-sponsored a multi-stakeholder conference on HCC with the Baker Institute Center for Health and Biosciences. This conference was attended by HCC researchers, policy makers, payers, members from pharmaceutical industry and patient advocacy groups in and …

Disparities In Antifibrotic Medication Utilization Among Veterans With Idiopathic Pulmonary Fibrosis, Bhavika Kaul, Joyce S Lee, Laura A Petersen, Charles Mcculloch, Ivan O Rosas, Venkata D Bandi, Ning Zhang, Alison M Dedent, Harold R Collard, Mary A Whooley

Faculty, Staff and Students Publications

BACKGROUND: Two antifibrotic medications, pirfenidone and nintedanib, are approved for the treatment of idiopathic pulmonary fibrosis (IPF). Little is known about their real-world adoption.

RESEARCH QUESTION: What are the real-world antifibrotic utilization rates and factors associated with uptake among a national cohort of veterans with IPF?

STUDY DESIGN AND METHODS: This study identified veterans with IPF who received care either provided by the Veterans Affairs (VA) Healthcare System or non-VA care paid for by the VA. Patients who had filled at least one antifibrotic prescription through the VA pharmacy or Medicare Part D between October 15, 2014, and December 31, …

Graft-Versus-Host Disease: Teaching Old Drugs New Tricks At Less Cost, Shatha Farhan, Shernan G. Holtan

Hematology/Oncology Articles

Graft-versus-host disease (GVHD) remains a major cause of morbidity and mortality after allogeneic stem cell transplantation (SCT). Currently, more patients can receive SCT. This is attributed to the use of reduced intensity regimens and the use of different GVHD prophylaxis that breaks the barrier of human leukocyte antigen, allowing an increase in the donor pool. Once an area with relatively few clinical trial options, there has been an increase in interest in GVHD prophylaxis and treatment, which has led to many US Food and Drug Administration (FDA) approvals. Although there is considerable excitement over novel therapies, many patients may not …

Dengue Outbreak Response During Covid-19 Pandemic, Key Largo, Florida, Usa, 2020, Devin Rowe, Catherine Mcdermott, Ysla Veliz, Alison Kerr, Mark Whiteside, Mikki Coss, Chad Huff, Andrea Leal, Edgar Kopp, Alexis Lacrue, Lea A Heberlein, Laura E Adams, Gilberto A Santiago, Jorge L Munoz-Jordan, Gabriela Paz-Bailey, Andrea M Morrison

Faculty, Staff and Student Publications

We report a dengue outbreak in Key Largo, Florida, USA, from February through August 2020, during the COVID-19 pandemic. Successful community engagement resulted in 61% of case-patients self-reporting. We also describe COVID-19 pandemic effects on the dengue outbreak investigation and the need to increase clinician awareness of dengue testing recommendations.

The Influence Of Political Ideology On Awareness Of Hpv And Hpv Vaccine Among Adults In The United States, Onyema Greg Chido-Amajuoyi, Henry Onyeaka, Hermioni Amonoo, Sanjay Shete

Faculty, Staff and Student Publications

This study aimed to investigate the association between political ideology and awareness of HPV and HPV vaccine among US adults. Study data were derived from Health Information National Trends Survey 5 Cycle 4, a 2020 cross-sectional survey of US adults. Multivariable logistic regressions were conducted to examine the association between political ideology with HPV and HPV vaccine awareness. A total of 3418 adults participated in the study, with the majority being non-Hispanic White individuals and women. The results showed that 66.1% and 62.3% of the participants were aware of HPV and HPV vaccine, respectively. A total of 36.9%, 29.7% and …

Mpla Case: I Didn't Realize Those Were The Expectations!, Samantha J Simiele, Serdar Charyyev, Liyong Lin, Leonard Kim, Dongxu Wang, Mary P Gronberg

Faculty, Staff and Student Publications

This work of fiction is part of a case study series developed by the Medical Physics Leadership Academy (MPLA). It is intended to facilitate the discussion of how students and advisors can better communicate expectations and navigate difficult conversations. In this case, a fourth-year Ph.D. student Emma learns that her advisor Dr. So is leaving the institution and has not arranged to bring any students with him. As Emma and Dr. So meet to discuss Emma's next steps, the conversation reveals misunderstandings and miscommunications of expectations, including a specific publication requirement for graduation from Dr. So. Having just learned of …

Clinical, Endoscopic, And Histopathologic Gastrointestinal Disease In An American Cohort With Behçet's Disease, Bryan F Curtin, Kareen L Hill, Sumona Bhattacharya, Astin Powers, Aradhana Venkatesan, Preet Bagi, Elizabeth Joyal, Meghna Alimchandani, Raphaela Goldbach-Mansky, Peter Grayson, Martha Quezado, Cailin Sibley, Theo Heller

Faculty, Staff and Student Publications

INTRODUCTION: Behçet's disease (BD) is a chronic systemic vasculitis characterized by oral and genital ulcers, uveitis, and skin lesions. Patients with BD may develop gastrointestinal (GI) disease; however, characterization of GI disease in American cohorts is lacking. In this article, we present clinical, endoscopic, and histopathologic GI findings in an American cohort of patients with BD.

METHODS: Patients with established BD were evaluated prospectively at the National Institutes of Health. Demographic and clinical data were collected including BD manifestations and GI symptoms. Endoscopy with histopathologic sampling was performed for both clinical and research indications with written consent.

RESULTS: Eighty-three patients …

Dimension Reduction Of 911 Good Samaritan Laws: Drawing Inferences From Policy Surveillance, Shane W Reader, Ellen D Breckenridge, Wenyaw Chan, Gretchen H Walton, Stephen H Linder

Faculty, Staff and Student Publications

Background: 911 Good Samaritan Laws (GSLs) extend legal protection to people reporting drug overdoses who may otherwise be in violation of controlled substance laws. Mixed evidence suggests GSLs decrease overdose mortality, but these studies overlook substantial heterogeneity across states. The GSL Inventory exhaustively catalogs features of these laws into four categories: breadth, burden, strength, and exemption. The present study reduces this dataset to reveal patterns in implementation, facilitate future evaluations, and to produce a roadmap for the dimension reduction of further policy surveillance datasets.

Methods: We produced multidimensional scaling plots visualizing the frequency of co-occurring GSL features from the GSL …

Artificial Light At Night And Social Vulnerability: An Environmental Justice Analysis In The Us 2012-2019, Qian Xiao, Yue Lyu, Meng Zhou, Jiachen Lu, Kehe Zhang, Jun Wang, Cici Bauer

Faculty, Staff and Student Publications

BACKGROUND: Artificial Light at Night (ALAN) is an emerging health risk factor that has been linked to a wide range of adverse health effects. Recent study suggested that disadvantaged neighborhoods may be exposed to higher levels of ALAN. Understanding how social disadvantage correlates with ALAN levels is essential for identifying the vulnerable populations and for informing lighting policy.

METHODS: We used satellite data from the National Aeronautics and Space Administration's (NASA) Black Marble data product to quantify annual ALAN levels (2012-2019), and the Center for Disease Control and Prevention's (CDC) Social Vulnerability Index (SVI) to quantify social disadvantage, both at …

Spanish-Speaking Limited English-Proficient Patient Satisfaction And Comfort When Comparing Spanish-Speaking Provider To An Interpreter, Cindy Hernandez

Dissertations and Theses (Open Access)

A large population of Americans have limited or no English proficiency (LEP) with about 64% of those being Spanish-speaking. This creates challenges in navigating the American healthcare system, where the majority of providers are solely English-speaking. Studies have demonstrated that when patients have language discordant appointments without interpreters, they are more likely to feel less understood, have questions and comments ignored, and are less likely to receive patient-centered care in communication. It is expected that interpreters improve access to healthcare, especially for Spanish-speaking patients. However, the patient comfort and satisfaction in language discordant genetic counseling appointments has not yet been …

An Updated Report On The Prevalence Of Prior Cancer Among Persons Newly Diagnosed With Cancer In The Surveillance, Epidemiology, And End Results Program, Caitlin C Murphy, Guillermo A Tortolero, David E Gerber, Sandi L Pruitt

Faculty, Staff and Student Publications

This cohort study uses population-based data from the National Cancer Institute Surveillance, Epidemiology, and End Results program of cancer registries to estimate prevalence of prior cancer among adults diagnosed with an incident cancer in 2019.

Rural-Urban Differences In The Age-Adjusted Pediatric Cancer Mortality In The United States (2000-2020), Reitumetse A. Setai

Capstone Experience: Master of Public Health

In the United States (U.S.), 5-year survival for pediatric cancers improved from 58% in 1975 to 85% in 2017. However, pediatric cancer remains the second leading cause of death in children between 0 – 14 years. Despite the growing body of pediatric cancer research, there is limited knowledge of the urban and rural disparities of pediatric cancer mortality. This study examined: 1) the differences in the U.S. pediatric cancer mortality rates between rural and urban residents during 2016-2020 by demographic characteristics (age group, sex, race/ethnicity, and income) and cancer types and 2) the trend of pediatric cancer mortality in the …

Outcomes Of Induction Vs Prelabor Cesarean Delivery At <33 Weeks For Hypertensive Disorders Of Pregnancy, Elisa T Bushman, William A Grobman, Jennifer L Bailit, Uma M Reddy, Ronald J Wapner, Michael W Varner, John M Thorp, Steve N Caritis, Mona Prasad, George R Saade, Yoram Sorokin, Dwight J Rouse, Sean C Blackwell, Jorge E Tolosa

Faculty, Staff and Student Publications

BACKGROUND: Hypertensive disorders of pregnancy are the leading cause of indicated preterm birth; however, the optimal delivery approach for pregnancies complicated by preterm hypertensive disorders of pregnancy remains uncertain.

OBJECTIVE: This study aimed to compare maternal and neonatal morbidity in patients with hypertensive disorders of pregnancy who either went induction of labor or prelabor cesarean delivery at <33 >weeks' gestation. In addition, we aimed to quantify the length of induction of labor and rate of vaginal delivery in those who underwent induction of labor.

STUDY DESIGN: This is a secondary analysis of an observational study which included 115,502 patients in 25 …

Postoperative Respiratory Complications In Sars-Cov-2 Positive Pediatric Patients Across 20 United States Hospitals: A Cohort Study, Audra J Reiter, Martha-Conley E Ingram, Mehul V Raval, Elisa Garcia, Madelyn Hill, Arturo Aranda, Nicole M Chandler, Raquel Gonzalez, Kristen Born, Shale Mack, Abdulraouf Lamoshi, Aaron M Lipskar, Xiao-Yue Han, Elizabeth Fialkowski, Brianna Spencer, Afif N Kulaylat, Amrene Barde, Ami N Shah, Maeva Adoumie, Erica Gross, Steven C Mehl, Monica E Lopez, Valerie Polcz, Moiz M Mustafa, Jeffrey W Gander, Travis M Sullivan, Jason P Sulkowski, Owais Ghani, Eunice Y Huang, David Rothstein, E Peter Muenks, Shawn D St Peter, Jason C Fisher, Dina Levy-Lambert, Allison Reichl, Romeo C Ignacio, Bethany J Slater, Kuojen Tsao, Loren Berman

Faculty, Staff and Student Publications

INTRODUCTION: Data examining rates of postoperative complications among SARS-CoV-2 positive children are limited. The purpose of this study was to evaluate the impact of symptomatic and asymptomatic SARS-CoV-2 positive status on postoperative respiratory outcomes for children.

METHODS: This retrospective cohort study included SARS-CoV-2 positive pediatric patients across 20 hospitals who underwent general anesthesia from March to October 2020. The primary outcome was frequency of postoperative respiratory complications, including: high-flow nasal cannula/non invasive ventilation, reintubation, pneumonia, Extracorporeal Membrane Oxygenation (ECMO), and 30-day respiratory-related readmissions or emergency department (ED) visits. Univariate analyses were used to evaluate associations between patient and procedure characteristics …

Individual, Systemic And State Factors Associated With Provider Recommendation Of Hpv Vaccination: Findings From Nis-Teen, 2020, Ikponmwosa Osaghae, Monalisa Chandra, Rajesh Talluri, Sanjay Shete

Faculty, Staff and Student Publications

The most important determinant of HPV vaccination uptake is healthcare provider recommendation, yet not all eligible patients receive HPV vaccination recommendations. We used data from the 2020 National Immunization Survey-Teen to determine individual, systemic, and state factors associated with provider recommendation of HPV vaccination. A total of 18,534 teens were included, with 81.4% receiving provider recommendations for HPV vaccination. HPV vaccination recommendation was higher among females compared to males (AOR: 1.57; 95% CI: 1.27-1.93), teens who received a well-child exam at 11 or 12 years compared to those who did not (AOR: 2.10; 95% CI: 1.61-2.74), and teens whose mothers …

Gender Bias In Cultural Tightness Across The 50 U.S. States And Its Links To Gender Inequality In Leadership And Innovation, Xin Qin, Roy Y. J. Chua, Ling Tan, Wanlu Li, Chen Chen

Research Collection Lee Kong Chian School Of Business

Cultural tightness theory, which holds that “tight” cultures have rigid norms and sanctions, provides unique insights into cultural variations. However, current theorizing has not analyzed gender differences in cultural tightness. Addressing this gap, this research shows that women are more constrained than men by norms within the same society. By recruiting 15,425 respondents, we mapped state-level gender bias in cultural tightness across the United States. Variability in gender bias in cultural tightness was associated with state-level socio-political factors (religion and political ideology) and gender-related threats. Gender bias in cultural tightness was positively associated with state-level gender inequality in (business and …

The Covid-19 Pandemic And Associated Inequities In Acute Myocardial Infarction Treatment And Outcomes, Laurent G Glance, Karen E Joynt Maddox, Jingjing Shang, Patricia W Stone, Stewart J Lustik, Peter W Knight, Andrew W Dick

2020-Current year OA Pubs

IMPORTANCE: The COVID-19 pandemic disrupted usual care for emergent conditions, such as acute myocardial infarction (AMI). Understanding whether Black and Hispanic individuals experiencing AMI had greater increases in poor outcomes compared with White individuals during the pandemic has important equity implications.

OBJECTIVE: To investigate whether the COVID-19 pandemic was associated with increased disparities in treatment and outcomes among Medicare patients hospitalized with AMI.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used Medicare data for patients hospitalized with AMI between January 2016 and November 2020. Patients were categorized as Hispanic, non-Hispanic Black, and non-Hispanic White. The association between race and ethnicity …

Alcohol Consumption Among Adults With A Cancer Diagnosis In The All Of Us Research Program, Mengyao Shi, Chongliang Luo, Oluseye K Oduyale, Xiaoyu Zong, Noelle K Loconte, Yin Cao

2020-Current year OA Pubs

IMPORTANCE: Alcohol consumption is associated with adverse oncologic and treatment outcomes among individuals with a diagnosis of cancer. As a key modifiable behavioral factor, alcohol consumption patterns among cancer survivors, especially during treatment, remain underexplored in the United States.

OBJECTIVE: To comprehensively characterize alcohol consumption patterns among US cancer survivors.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used data from May 6, 2018, to January 1, 2022, from the National Institutes of Health All of Us Research Program, a diverse US cohort with electronic health record (EHR) linkage, and included 15 199 participants who reported a cancer diagnosis and 1839 …

Altering United States Drug Policy And Shifting The Focus Of Drug Use From Conviction Toward Drug Addiction Treatment, Natalie Marra

Honors Projects

While these substances were not always controlled by law, drug use has been as issue throughout time going back thousands of years and continues to be a concern in the twenty-first century. Possession, distribution, and manufacturing of controlled substances outside of what is considered legal can lead to fines and or jail time and can also increases the severity of other crimes committed either due to or under the influence of drugs. As of Saturday June 10th, 2023, 44.5% of Federal inmates are incarcerated for drug offenses, including possession, distribution, and manufacturing1. Drug offenses make up the largest percentage of …

Asian Americans In Stem Are Not A Monolith, Zer Vue, Chia Vang, Neng Vue, Vijayvardhan Kamalumpundi, Taylor Barongan, Bryanna Shao, Sunny Huang, Larry Vang, Mein Vue, Nancy Vang, Jianqiang Shao, Coohleenann Coombes, Prasanna Katti, Kaihua Liu, Kailee Yoshimura, Michelle Biete, Dao-Fu Dai, Mark A Phillips, Richard R Behringer

Faculty, Staff and Student Publications

Despite tremendous diversity, Asian Americans in STEM are grouped and viewed as a homogeneous monolith, facing stereotypes and disparities. We propose solutions that include disaggregating the Asian American grouping and recognizing the diverse individual ethnic subgroups that comprise Americans of Asian ancestry to implement change within the STEM field.

Psychosocial Impacts Of The Covid-19 Pandemic On Women With Spinal Cord Injury, Heather B Taylor, Rosemary B Hughes, Diana Gonzalez, Muna Bhattarai, Susan Robinson-Whelen

Faculty, Staff and Student Publications

This study represents the first known research addressing the impact of the COVID-19 pandemic on women with spinal cord injury (SCI) in the United States. Women in this population face unique barriers that put them at elevated risk for compromised quality of life, risk that was magnified by physical and social restrictions imposed during the pandemic. This qualitative study examined the perceptions of women with SCI and the effect of the pandemic on their lives. The predominantly White and relatively well-educated sample of 105 women with traumatic SCI was diverse in age, injury characteristics, and geographic representation. Recruited across the …

Temporal Trends And Geographic Variations In Mortality Rates From Tobacco And Firearms In The United States, Sarah A Palumbo, Robert S Levine, Janet D Robishaw, Charles H Hennekens

Faculty, Staff and Students Publications

We explored temporal trends and geographic variations in United States of America (US) mortality rates from smoking and firearms from 1999 to 2019. To do so, we used the publicly available Centers for Disease Control and Prevention (CDC) Wide Ranging Online Data for Epidemiologic Research (WONDER) with Multiple Cause of Death files from 1999 to 2019. Using age-specific rates and ArcGIS Pro Advanced software for Optimized Hot Spot Analyses from Esri, we generated maps of statistically significant spatial clusters with 90-99% confidence intervals with the Getis-Ord Gi* statistic for mortality from smoking-related causes and firearms. These data show temporal trends …

Options For Deposit Insurance Reform, Federal Deposit Insurance Corporation

Documents

No abstract provided.

Migration Integration Policies As Social Determinants Of Health For Highly Educated Immigrants In The United States, Mitra Naseh, Yingying Zeng, Abha Rai, Ian Sutherland, Hyunwoo Yoon

Social Work: School of Social Work Faculty Publications and Other Works

Highly educated immigrants are part of the growing population of immigrants who are impacted by the increasingly hostile migration policies in the U.S. This qualitative study used a phenomenological approach and inductive reasoning to explore the possible impacts of migration integration policies as social determinants of health among this group. Data was collected through 31 semi-structured interviewees with highly educated immigrants who had an intention and interest to stay in the U.S. at the time of the interview. Data were analyzed using reflexive thematic analysis and four main themes emerged: (1) a life overshadowed by silent worries, (2) living through …

Development Of A Covid-19 Vulnerability Index (Cvi) For The Counties And Residents Of New Jersey, Usa., Remo Disalvatore, Sarah K Bauer, Jeong Eun Ahn, Kauser Jahan

Henry M. Rowan College of Engineering Departmental Research

The coronavirus disease 2019, or COVID-19, has impacted countless aspects of everyday life since it was declared a global pandemic by the World Health Organization in March of 2020. From societal to economic impacts, COVID-19 and its variants will leave a lasting impact on our society and the world. During the height of the pandemic, it became increasingly evident that indices, such as the Center for Disease Control's (CDC) Social Vulnerability Index (SVI), were instrumental in predicting vulnerabilities within a community. The CDC's SVI provides important estimates on which communities will be more susceptible to 'hazard events' by compiling a …

Proportion Of Physicians Who Treat Patients With Greater Social And Clinical Risk And Physician Inclusion In Medicare Advantage Networks, Jung Ho Gong, Kenton J Johnston, David J Meyers

2020-Current year OA Pubs

IMPORTANCE: Medicare Advantage (MA) plans are expanding rapidly, now serving 50% of all Medicare enrollees. Little is known about how inclusion rates of physicians in MA plan networks vary by the social and clinical risks of their patients.

OBJECTIVE: To examine the association of physicians caring for patients with higher levels of social and clinical risk in traditional Medicare (TM) with the likelihood of inclusion in MA plan networks.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study evaluated the number of patients of physicians participating in TM Part B in 2019. The data analysis was conducted between June 2022 and March …

A Comprehensive Analysis Of Lung Cancer Highlighting Epidemiological Factors And Psychiatric Comorbidities From The All Of Us Research Program, Vikram R Shaw, Jinyoung Byun, Rowland W Pettit, Younghun Han, David A Hsiou, Luke A Nordstrom, Christopher I Amos

Faculty, Staff and Students Publications

Lung cancer is the leading cause of cancer-related mortality in the United States. Investigating epidemiological and clinical parameters can contribute to an improved understanding of disease development and management. In this cross-sectional, case-control study, we used the All of Us database to compare healthcare access, family history, smoking-related behaviors, and psychiatric comorbidities in light smoking controls, matched smoking controls, and primary and secondary lung cancer patients. We found a decreased odds of primary lung cancer patients versus matched smoking controls reporting inability to afford follow-up or specialist care. Additionally, we found a significantly increased odds of secondary lung cancer patients …