Digital Commons Network^™

Strengthening Rural Health Care: A Scoping Review Of Nurse Recruitment And Retention Strategies, Kelley Arredondo, Laura Witte, Alexander Paterson-Roberts, Alexandra Caloudas, Matthew Vincenti, Bradley V Watts, Bronwyn Sutherland, Hilary Touchett

Library Staff Publications

Background: Despite nursing being the largest US health profession, only 16% of registered nurses (RNs) practice in rural areas, where health care access is limited. This significantly impacts rural residents, including over 2.7 million rural veterans receiving care at the Veterans Health Administration, leading to compromised health outcomes. Nurses are vital in primary care, improving coordination and management of chronic conditions.

Objectives: Identify recruitment and retention programs for rural nurses (licensed vocational nurses/licensed practical nurses and RNs), including strategy characteristics and location.

Research design: We conducted a scoping review of published and gray literature. Eligible studies targeted US rural nurse …

A Cause Sprinkled With Blood: The Life Of Owen Lovejoy, Abolitionist, Pastor And Congressman, Owen Bryant Lovejoy

Books

No abstract provided.

A Generalist Institutional Data Repository Offering Both Open And Restricted Access To Support Nih Data Sharing Compliance., Seonyoung Kim, Xing Jian, Marcy Vana

Becker Library Publications and Presentations

In response to the 2023 NIH Data Management and Sharing (DMS) Policy, Washington University School of Medicine in St. Louis launched Digital Commons Data@Becker, a generalist institutional data repository supporting both open and restricted access to research data. Managed by Bernard Becker Medical Library's DMS Team, the repository offers a fully mediated curation workflow that guides researchers through consultation, metadata capture, documentation, and quality control. Draft Digital Object Identifiers (DOIs) can be issued once access type is determined, with final DOI publication following curation and QC. Restricted datasets require Human Research Protection Office (HRPO) review and Data Transfer and Use …

United States Internal Displacement Policy In The Era Of Climate Change, Bashar Zaheer

Saint Louis University Law Journal

At the outset of 2025, the United States was greeted with a series of unprecedented wildfires sweeping through Los Angeles, causing immense damage to property and loss of lives, while thousands were forced to evacuate their homes. This came just months after flooding from Hurricane Helene hit North Carolina and surrounding States, causing at least 130 deaths and rendering many residences uninhabitable. Despite this deepening crisis, the identification and protection of the rights of climate refugees and Internally Displaced Persons (“IDPs”) remains a burgeoning topic internationally, and even more so in the domestic context of the United States. As described …

A Mixed-Methods Cross-Cultural Analysis Of Trust, Parenting, And Well-Being Of Emerging Adults In The United States And Romania, Matthew Bucaloiu

Honors Theses

Trust is linked to emerging adults’ higher well-being. To our knowledge, few studies explore U.S. and Romanian emerging adults’ trust in others and their parents and their relationships to dimensions of parenting and well-being. This mixed-methods project examines cross-cultural differences and similarities in the relationships between trust, parenting dimensions, and well-being in two countries. With self-report quantitative data from 152 U.S. and 233 Romanian emerging adults, Study 1 found positive correlations between general trust dimensions, trust in mothers and fathers, parental care, and well-being, while psychological control was negatively correlated with trust and well-being. Multiple regression analyses revealed that for …

Adolescent Girls’ Experiences Of Digital Dating Abuse Through Social Media: A Scoping Review, Kiara E. Rodriguez

Social Work Theses

Teen dating violence (TDV) is a prevalent adverse childhood experience with lasting psychological and behavioral consequences. As adolescents increasingly engage with social media, with 95% of teens aged 13-17 reporting using it, digital spaces have become a significant context in which dating abuse can occur. Digital dating abuse (DDA) refers to patterns of abusive behaviors that are directed toward a dating partner through digital technologies, including social media and mobile phones. Despite the growing role of social media in adolescent relationships, research on how adolescent girls experience DDA in these contexts remains limited. The central question for this scoping review …

The Prevalence Of Diabetic Retinopathy In American Indians Or Alaska Natives And Non-Indigenous Americans: A Systematic Review And Meta-Analysis., Caberry W. Yu, Keean Nanji, Anubhav Garg, Michele Zaman, Jane Jomy, Abdullah El-Sayes, Catherine Sun, Shreyas Bhat, Mark Phillips, Dena Zeraatkar, Jinhui Ma, Enrico Borrelli, Sunir J Garg, David H. Steel, Tien Yin Wong, Sobha Sivaprasad, Charles C. Wykoff, Varun Chaudhary

Wills Eye Hospital Papers

TOPIC: To estimate the prevalence of diabetic retinopathy (DR) in adult American Indian or Alaska Native (AIAN) and non-AIAN patients with diabetes.

CLINICAL RELEVANCE: Although diabetes mellitus is more prevalent among AIAN patients compared with non-AIAN patients, the evidence is inconsistent regarding whether AIAN patients have a higher prevalence or severity of DR.

METHODS: We searched Ovid MEDLINE, EMBASE, and Web of Science databases from inception through February 23, 2025. We included primary studies evaluating the prevalence of DR in Americans with diabetes. The prevalence of (1) DR, (2) diabetic macular edema (DME), (3) proliferative diabetic retinopathy (PDR), (4) vision-threatening …

Oral Health Access Among Ethnic Minority Older Adults In The United States, Jasleen K. Sodhi

Honors Undergraduate Theses

Oral healthcare is a critical yet often overlooked component of overall health among U.S. adults. Ethnic minorities for older adults face heightened risks of poor oral health and related health conditions, while experiencing disparities in access to care. This study aimed to systematically examine and synthesize existing literature to assess the extent to which oral health disparities exist among ethnic minority older adults in the U.S. and explore the roles of socioeconomic factors on these disparities. Guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) framework, we conducted a systematic review of peer-reviewed articles published in English …

Immigration Securitization And Educational Access: The Impact Of U.S. Immigration Policy On International Students, Cossir Carter

Honors Undergraduate Theses

This study examines the securitization of international students within the broader transformation of United States immigration policy from the post-9/11 era to the present administration. Following the September 11 attacks, immigration governance was increasingly reorganized under a national security framework, significantly altering the regulatory environment surrounding student visas. Subsequent policy shifts have intensified monitoring mechanisms and administrative controls that directly shape international students’ access to education and mobility. Given the sensitivity of immigration-related participation in the current political climate, this research employs qualitative policy analysis rather than direct student surveys. Under the Trump administration, this securitization intensified through stricter visa …

An Analysis Of How Adverse Weather Conditions Impact Concessions Revenue At Live College Sporting Events, Luke V. Eiermann

Honors Undergraduate Theses

Previous literature finds that weather affects consumer behavior, though these findings are conflicting among sports fans. While there have been some studies into weather’s effects on attendance, there has not yet been research into its effects on concessions revenue. This is a topic of interest as adverse weather is increasingly prevalent in consumers’ lives, and learning more about their behavior in response to adverse weather is becoming more important. I performed a fixed effects panel data regression, using weather data sourced from the NOAA and sports and population data sourced from various locations. I did not find significant results for …

Sustainable Community-Wide Model To Enhance Cancer Data Usage And Utility, Emily S Boja, Mousumi Ghosh, Ying Huang, Tung-Shing Mamie Lih, Rawan Shraim, Gregory Wheeler, Diana Thomas, Rakesh Khanna, Stephanie Sandor, Jinghui Zhang, Sapna Oberoi, Nicolas J Llosa, Aditya Suru, Fernanda Silva Michels, Eric Durbin, Anna Fernandez, Lucy Han, James Galbraith, Yin Lu, Brian Furner, James H Tanis, Michael Watkins, David Higgins, Gavriel Matt, Xin Zhou, Yang Li, Marcin Cieslik, Jamie Estill, Michael Sierk, Yanling Sun, Weiping Ma, Joseph Flores-Toro, Freddie Pruitt, Subhashini Jagu, Elmer A Fernández, Daniela Orschanski, Stephanie J Spielman, Jaclyn Taroni, Trinh Nguyen, Brian Capaldo, Erin Beck, Tanja Davidsen, Johanna Goderre Jones, Minghong Ward, Anne Sturcke, Jennifer M Torres Del Valle, Sean Hanlon, Danielle Daee, Brandon Wright, Nathaniel Boyd, Heather Basehore, Liang Liu, Ying Hu, Daoud Meerzaman, Huiqing Li, Ying Wu, Gregory H Reaman, Erin Rudzinski, Jack F Shern, Brigitte Widemann, Warren Kibbe, Jaime Guidry Auvil

Children’s Nutrition Research Center Staff Publications

Despite vast investments in data collection, generation, and sharing from childhood cancer studies, for example, Gabriella Miller Kids First Research Program, Childhood Cancer Data Initiative, and other efforts, secondary use of data remains a challenge especially for rare diseases. The National Cancer Institute (NCI) Office of Data Sharing (ODS) aimed to promote FAIR (Findable, Accessible, Interoperable, Reusable) data sharing practices to enhance data utility, accelerate discovery, and foster interdisciplinary collaboration. NCI ODS launched its inaugural Data Jamboree focusing on childhood cancer alongside its third Annual Symposium in September 2025. Over 120 participants with diverse backgrounds coalesced into 23 multidisciplinary teams …

Workforce Review Of Health Information Technology Associate-Degree Graduates: 2017-2024, Debra Hamada, Karima Lalani, Melanie Brodnik, Susan H Fenton, Angela Kennedy, David T Marc, Velma L Payne, Rebecca Reynolds

Faculty, Staff and Student Publications

Background: The career path of associate-degree health information technology (HIT) graduates continues to change quickly as quality and payment regulations, technology requirements, and workforce expectations evolve to meet the demands of the changing health care environment. Although HIT professionals play an essential role in accuracy, regulatory compliance, and the overall function of health information systems, there is limited research describing HIT workforce trends.

Methods: A mixed-methods approach was used with 587 survey responses. Quantitative data were standardized by job category, including a newly developed "health information management (HIM) operations" group, and career movement was visualized using a Sankey diagram. Qualitative …

Food Delivery Services For Enhancing Participation In The Special Supplemental Nutrition Program For Women, Infants, And Children (Wic) In The United States: Bridging The Wic-Eligible Access Gap, Jingjing Gao, Muinat Abolore Idris, Lilian O Ademu, Bryan Colby Griffin, Yue Zhang, Yun Hang, Gabriela A Gallegos

Faculty, Staff and Student Publications

Background: Diet-related health disparities among U.S. children persist despite the availability of the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC) benefits to eligible women, infants, and children. Participation remains suboptimal: only 51.2% of eligible individuals were enrolled in 2021. Transportation and food-environment constraints pose salient barriers, especially for caregivers of infants in food deserts. Emerging online ordering and delivery options may reduce access frictions, but grocery delivery coverage is limited, and fees are often not covered by benefits.

Methods: We linked USDA Food and Nutrition Service state-level WIC participation data (November 2024 vs. September 2025) with demographic, …

Evaluating Differences In Nonsyndromic Orofacial Clefts By Infant Sex: National Birth Defects Prevention Study, 1997-2011, Victoria A Salinas, Natalie P Archer, Layla R Lustri, Katherine L Ludorf, Timothy Ihongbe, Wei Yang, Eva M Williford, Marilyn L Browne, Adrian M Michalski, Lindsay A Williams, Wendy Nembhard, Eirini Nestoridi, Gary M Shaw, Andrew F Olshan, A J Agopian, National Birth Defects Prevention Study

Faculty, Staff and Student Publications

Objective: To investigate nongenetic factors that may contribute to observed differences in nonsyndromic orofacial clefts by infant sex.

Study design: Using data for 1997-2011 deliveries from the National Birth Defects Prevention Study, a case-control study, we separately examined associations between 23 maternal factors and cleft lip with or without cleft palate (CL/P) and cleft palate alone (CP) using multivariable logistic regression stratified by infant sex.

Results: We compared 2986 infants with CL/P and 1557 with CP to 11 271 control infants without birth defects. After adjusting for maternal age at conception and education, lower odds of nonsyndromic orofacial clefts were …

Enhancing Data Compatibility In An Evolving Landscape: Medical Cannabis And Polysubstance Use Protocols In The Phenx Toolkit, Anne Buu, Johannes Thrul, Amanda Bunting, Tamara Haegerich, Wayne Huggins, Christian Hopfer, Denise Vidot, Cataia Ives, Ryan Mcneil, Sarah Zemore, Corrie Vilsaint, Elizabeth Fallon, Christine Hill, Carol Hamilton, John Kelly

Faculty, Staff and Student Publications

Introduction: With increasing legalization of medical cannabis and prevalence of polysubstance use in the United States comes the need for standard psychometrically validated measures to study these substances' health effects in the population. The PhenX (consensus measures for Phenotypes and eXposures) Toolkit (www.phenxtoolkit.org) is a freely accessible catalog of recommended measurement protocols to promote data compatibility across studies, but this extensive catalog did not include measures in these important areas.

Methods: In 2024, a PhenX Working Group of experts followed a well-established consensus process to identify and recommend measurement protocols suitable for inclusion in studies on medical cannabis and polysubstance …

Factors Associated With Opioid And Antibiotic Prescribing At Us Academic Dental Institutions: 2011 To 2020, S Tungare, A-I Yansane, S Gantela, K K Kookal, S Mccurdy, T M Krause, S Sharma, M Walji

Faculty, Staff and Student Publications

Introduction: In the United States, dentists are one of the leading prescribers of opioids and antibiotics. Because dental schools are the training grounds for future dentists, it is crucial to understand how prescribing has changed and why these medications are being prescribed in academic settings.

Objectives: The objective of this research was to describe the prescribing trends and factors associated with opioid and antibiotic medication prescribing at US academic dental institutions between 2011 and 2020.

Methods: Data from electronic dental records collected through the BigMouth data repository from 9 anonymized dental institutions between 2011 and 2020 were used. Prescribing rates …

Successful Evangelism, Or, Life And Labors Of Rev. E. A. Fergerson, W.B. Yates

Heritage Material

No abstract provided.

Congenital Syphilis: From Near-Elimination To Crisis, Chad J Abresch, Irene A Stafford, Regan M Johnson, Kayode Olabanji, Ashleigh M Sutphen, Helen E Cejtin, Ashley Hoover

Faculty, Staff and Student Publications

This analytic essay examines the transformation of congenital syphilis (CS) in the United States from near-elimination to crisis. Drawing from the January 2025 Congenital Syphilis Summit in Atlanta, Georgia-convening public health leaders, Tribal health departments, the National Coalition of STD Directors, and Centers for Disease Control and Prevention experts-we contrast prevention systems during near-elimination (1998-2005) with the current crisis (2018-2025). Evidence revealed how dismantling public health infrastructure produced dramatically different outcomes, with CS cases increasing 937% over the past decade and racial/ethnic disparities worsening. American Indian/Alaska Native communities face rates up to 100 times higher than White populations in some …

[Intorduction To] Shakers At The Center : Manifesting Spirits & Spectacles In Nineteenth-Century America, Douglas L. Winiarski

Bookshelf

Edited by Douglas WIniarski.

"Exploring the theological, social, and cultural dimensions of one of America’s most ambitious prophetic movements

The Shakers’ Era of Manifestations ranks among the most astounding events in American religious history. During the 1840s, members of the United Society of Believers in Christ’s Second Appearing embarked on an audacious project of receiving visions, revelations, and other manifestations from the spirit world and convincing both themselves and the world’s people of their reality. Gifted Shakers known as “instruments” surrendered their bodies to possessing spirits and celestial beings who, in turn, provided the Believers with an unimaginable number of …

Contralateral Breast Cancer After Radiotherapy And Hormone Therapy In Two Cohorts Of Us Breast Cancer Survivors, Lene H S Veiga, Gretchen L Gierach, Susan A Smith, Rebecca M Howell, Matthew M Mille, Monjoy Saha, Rochelle E Curtis, Cody Ramin, Clara Bodelon, Heather Spencer Feigelson, Erin J Aiello Bowles, Diana S M Buist, Sheila Weinmann, Jacqueline B Vo, Choonsik Lee, Amy Berrington De Gonzalez

Faculty, Staff and Student Publications

Background: Radiotherapy increases contralateral breast cancer risk, while hormone therapy reduces it; their combined effects are unclear.

Methods: Data from two US retrospective cohort studies of 5-year breast cancer survivors (stage I-III, ages 20-84), Kaiser Permanente (KP, 1990-2012) and SEER (1990-2013), were analysed. Contralateral breast radiation doses were estimated for the KP cohort. Multivariable Poisson regression estimated relative risks (RRs) and excess relative risks per Gray (ERR/Gy), stratified by hormone therapy use.

Results: KP cohort (n = 9053) included 353 contralateral breast cancer cases (73% ER+); SEER cohort (n = 244,834) included 10,470 cases (72% ER+). Among women with ER+ …

Physical Activity, Telomere Length, And Cardiometabolic Syndrome In Older Women: The Cardiovascular Health Study, Jeni Page, Melissa Richard, Elizabeth Lyons, Elizabeth Baumler, M Terese Verklan, Michelle C Odden, Elizabeth Lorenzo

Faculty, Staff and Student Publications

Background: Cardiometabolic syndrome (CMS) affects approximately 39% of US women and increases risk for cardiovascular disease, diabetes, and stroke. Telomere length, a biomarker of cellular aging, is associated with CMS and may be influenced by physical activity (PA), potentially mitigating telomere shortening. Black women have higher CMS prevalence compared to white women and may exhibit distinct telomere length dynamics influenced by interactions between CMS and PA.

Methods: Data were drawn from the Cardiovascular Health Study and included black and white women who provided data on PA, CMS risk factors, and telomere length (N = 417). Linear regression models examined the …

The Impact Of Ufli Phonics Instruction On Second-Grade Reading Outcomes As Measured By The Drc Beacon Reading Assessment, Leari Franklin

Theses and Dissertations

There is mixed empirical evidence that infusion of phonics instruction yields consistent gains on standardized reading assessments, particularly beyond Grade 1. This inconsistency in evidence is problematic for instructional leaders who do not have clear guidance on how much phonics is needed to improve the persistent problem of many students not achieving at grade level on standardized reading assessments. The purpose of this study was to examine potential differences in academic achievement by comparing two cohorts end-of-year Beacon Early Years assessment results at the target school. Specifically, this study compares one cohort of second-grade students who received explicit phonics instruction …

Insulinemic And Inflammatory Dietary Patterns And Colorectal Cancer Risk: A Dietary Data Harmonization Study Of One Million Participants In The Consortium Of Metabolomics Studies (Comets), Ni Shi, Rachel Hoobler, Rhea Harewood, Amanda E Toland, Demetrius Albanes, Emmanouil Bouras, Marc J Gunter, Linda M Liao, Steven C Moore, Fulvio Ricceri, Jerome I Rotter, Rashmi Sinha, Rachael Stolzenberg-Solomon, Anne Tjønneland, Alexis C Wood, Danxia Yu, Mary C Playdon, Fred K Tabung

Children’s Nutrition Research Center Staff Publications

Background: Inflammatory and insulinemic dietary patterns have been associated with colorectal cancer (CRC) risk, but generalizability across diverse populations with heterogeneous food supplies and dietary behaviors has not been established.

Objectives: We harmonized disparate dietary and covariate data on a large scale to compute the reverse Empirical Dietary Index for Hyperinsulinemia (rEDIH), reverse Empirical Dietary Inflammatory Pattern (rEDIP), and Healthy Eating Index (HEI)-2015 scores, and tested their associations with CRC risk.

Methods: We leveraged data among 501,892 women and 407,390 men from 6 cohorts across the United States (NIH-AARP, Multi-Ethnic Study of Atherosclerosis, Prostate, Lung, Colorectal, and Ovarian, SCCS) and …

Organ Chips And Translational Research: Identifying And Examining New Ethical Issues, Melanie Jeske

Center for Medical Ethics and Health Policy Staff Publications

Organ chips, also known as organ-on-a-chip devices, tissue chips, or microphysiological systems, have emerged over the last decade as a promising translational technology amidst growing concern about the translational crisis between laboratory research and patient bedside. Pointing to high rates of failure between nonhuman animal models and safety and efficacy in humans, organ chips and similar new approach methods have attracted substantial public and private investment. As human-cell-based alternatives to animal models, organ chips promise more predictive, efficient, and ethical platforms for pharmaceutical and toxicity testing. Engineered cultivation systems that enable cells to assemble into tissue-like structures (e.g. kidney, brain, …

Anything But Endo: Diagnostic Buck-Passing In Endometriosis Diagnosis, Rita Dexter, Megan Kitts, Heather Welty, Melanie Jeske

Center for Medical Ethics and Health Policy Staff Publications

People living with endometriosis, a disease in which tissue similar to the lining of the uterus grows elsewhere in the body, often experience prolonged diagnostic journeys because of symptom variability, normalisation of period pain and other symptoms, and lack of awareness of the condition. In this article, we analyse the endometriosis diagnostic journey through the lens of epistemic injustice. Drawing on in-depth interviews with 52 people living with endometriosis in the United States, we introduce the concept of diagnostic buck-passing to characterise the phenomenon wherein individuals who seek treatment for their symptoms end up stuck in a cycle of seeing …

Predictors Of Inpatient Rn Turnover In Rural And Urban Vha Hospitals, Katherine G Bay, Chase S Eck, Melissa K Knox, Paras Mehta, Laura A Petersen

Faculty, Staff and Students Publications

Background: The rising demand for health care delivery and an aging workforce is of particular concern in rural areas, where health care access depends upon an adequate nursing workforce. To address this shortage and optimize care, it is essential to measure when registered nurses (RN) leave inpatient direct care positions (ie, inpatient RN turnover) and identify modifiable factors correlated with RN turnover.

Objectives: Apply a novel method for characterizing inpatient RN turnover to understand factors associated with variation in RNs leaving inpatient positions at rural and urban Veterans Health Administration (VHA) hospitals.

Project design: Retrospective cohort study.

Subjects: Direct care …

Findings And Recommendations From The State Of The Art (Sota) Conference On Nursing Research To Improve Veteran Outcomes, Amelia E Schlak, Sarah Krein, Laura A Petersen, David Atkins, Catherine Battaglia, Elizabeth Burkhart, Renee Colsch, Marguerite Daus, Heather Gilmartin, Nipa Kamdar, Melissa Knox, Ann Kutney-Lee, Christine M Olney, Kathryn Rugen, Tracy Weistreich, Sheila Cox Sullivan, On Behalf The Nursing Sota Planning Committee

Faculty, Staff and Students Publications

The Veterans Health Administration (VHA), the largest employer of nurses in the United States, has more than 120,000 nursing personnel providing care to over 9 million Veterans across diverse settings. Despite nursing's central role in delivering and sustaining care, research on strengthening the nursing workforce and optimizing nursing practice has remained underdeveloped in VHA. To address this gap, VHA's Office of Research and Development, in partnership with the Office of Nursing Services, convened a State of the Art (SOTA) conference in November 2023 focused on nursing. The Nursing SOTA brought together nurses, researchers, operational leaders, and other stakeholders to review …

Relationship Between Number Of Assigned Patients And Rn Time To Administer Medications During The Peak-Time Medication Pass, Chase S Eck, Melissa K Knox, Paras D Mehta, Christine Yang, Laura A Petersen

Faculty, Staff and Students Publications

Background: Inpatient nurse staffing affects patient outcomes. Less is known about the mechanism of this relationship and how lower overall staffing in a unit affects individual RN activities at the bedside.

Objectives: Estimate the relationship between the number of patients assigned to an RN and time spent on medication administration at the peak-time medication pass (PTM), a common nursing task.

Research design: Estimate the association using multivariable linear regression to adjust for patient severity and staff and unit fixed effects.

Subjects: All 9272 RNs administering medications during the PTM on 243 inpatient units in 113 VHA hospitals in 2019.

Measures: …

Evolving Burden Of Metabolic Dysfunction-Associated Steatotic Liver Disease And Its Complications In A Us Nationwide Healthcare System, Basim Ali, Ronald Samuel, Jennifer R Kramer, Liang Li, Xian Yu, Yumei Cao, Roxanne Desiderio, George Cholankeril, Steven M Asch, Hashem B El-Serag, Fasiha Kanwal

Faculty, Staff and Students Publications

Background: Metabolic dysfunction-associated steatotic liver disease (MASLD) is a growing public health problem. Measuring the burden of cirrhosis and its complications in people with MASLD is important to inform health care delivery.

Methods: We aimed to quantify the changes in the burden of MASLD-related cirrhosis and hepatocellular carcinoma (HCC) in a nationwide U.S. healthcare system. We used data from the Veterans Health Administration to examine temporal trends between 2010 and 2021 in the annual incidence and prevalence of cirrhosis and HCC in a large cohort of patients with MASLD, and to compare them to those in patients with hepatitis C …

Using Medication Pass Analysis To Examine Longitudinal Changes In Va Inpatient Nurse Staffing And Workload Before And Through The Covid-19 Pandemic: 2019-2022, Melissa K Knox, Chase S Eck, Lynette Dorsey, Paras D Mehta, Christine Yang, Laura A Petersen

Faculty, Staff and Students Publications

Background: The COVID-19 pandemic resulted in extended disruption to the health care system. National-level data-driven comparisons of inpatient nurse staffing and workload before and during the pandemic have been limited.

Objectives: Assess the extent to which registered nurse (RN) staffing and workload changed from prepandemic levels in a national integrated health care system.

Research design: Longitudinal descriptive analysis. Medication pass analysis using bar code medication administration data for the peak-time medication pass (PTM) assessing year-over-year changes from 2019 to 2022. To assess significance of year-over-year changes in means we used the Welch 2-sample t test.

Subjects: Staff (N=42,999) administering PTM …