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Articles 2521 - 2550 of 8974

Full-Text Articles in Health and Medical Administration

Exploratory Analysis Of Outpatient Visits For Us Adults Diagnosed With Lupus Erythematosus: Findings From The National Ambulatory Medical Care Survey 2006–2016, Salena Marie Preciado, Khaled A. Elsaid, Souhiela Fawaz, Lawrence Brown, Enrique Seoane-Vazquez, Marc Fleming, Yun Wang Aug 2022

Exploratory Analysis Of Outpatient Visits For Us Adults Diagnosed With Lupus Erythematosus: Findings From The National Ambulatory Medical Care Survey 2006–2016, Salena Marie Preciado, Khaled A. Elsaid, Souhiela Fawaz, Lawrence Brown, Enrique Seoane-Vazquez, Marc Fleming, Yun Wang

Pharmacy Faculty Articles and Research

The study aims to assess office-based visit trends for lupus patients and evaluate their medication burden, chronic conditions, and comorbidities. This cross-sectional study used data from the National Ambulatory Medical Care Survey (NAMCS), a survey sample weighted to represent national estimates of outpatient visits. Adult patients diagnosed with lupus were included. Medications and comorbidities that were frequently recorded were identified and categorized. Descriptive statistics and bivariate analyses were used to characterize visits by sex, age, race/ethnicity, insurance type, region, and reason for visit. Comorbidities were identified using diagnosis codes documented at each encounter. There were 27,029,228 visits for lupus patients …


Efficacy Of Various Interventions For Achieving Target Hba1c Levels For Patients With Type Ii Diabetes Mellitus And On Exogenous Insulin, Caitlin S. Welch, Archie Troxel Aug 2022

Efficacy Of Various Interventions For Achieving Target Hba1c Levels For Patients With Type Ii Diabetes Mellitus And On Exogenous Insulin, Caitlin S. Welch, Archie Troxel

Longitudinal Scholar's Project

Objective: To learn the rates at which patients at UT Family Medicine–St. Francis (UTFM–SF) with type II diabetes mellitus are being prescribed recommended medications—namely metformin, sodium-glucose cotransporter 2 (SGLT2) inhibitors, and glucagon-like peptide 1 receptor agonists (GLP1RAs)—whether these rates correspond to the severity of hyperglycemia (as indicated by HbA1C level). A secondary goal of the study was to investigate if HbA1C levels are being checked at recommended intervals.

Methods: A retrospective chart review was conducted using records of patients seen at the clinic in the previous four years between the ages of 18 and 65 who had visits with ICD …


Geriatric Emergency Medicine Fellowship Journal Club: Operational Changes For Recognizing Prevalent Delirium And Preventing Incident Delirium, Natalie M. Elder Aug 2022

Geriatric Emergency Medicine Fellowship Journal Club: Operational Changes For Recognizing Prevalent Delirium And Preventing Incident Delirium, Natalie M. Elder

Journal of Geriatric Emergency Medicine

N/A


Problems And Suggestions On Covid-19’S Quarantine And Isolation From Perspective Of Spatial Organization, Wei Sun, Fengjun Jin Aug 2022

Problems And Suggestions On Covid-19’S Quarantine And Isolation From Perspective Of Spatial Organization, Wei Sun, Fengjun Jin

Bulletin of Chinese Academy of Sciences (Chinese Version)

Quarantine and isolation are effective means to prevent transmission of COVID-19, but the problems arised during the period of quarantine and isolation are worth pondering. This article first streamlines five types of problems during the recent period of quarantine and isolation. Based on a brief review of related research on domestic and international literature, the article argues that it will be a suitable approach to carry out research from the perspective of spatial organization combined with the concept of systems theory. Then, it explores the reasons of the aforementioned problems from the objective laws of spatial organization and systems theory. …


Addressing Complex Primary Care Needs For An Older Man Recently Released From Incarceration With Multiple Emergency Department Visits., Saffia Bajwa, Ariba Khan, Michael L. Malone Aug 2022

Addressing Complex Primary Care Needs For An Older Man Recently Released From Incarceration With Multiple Emergency Department Visits., Saffia Bajwa, Ariba Khan, Michael L. Malone

Journal of Geriatric Emergency Medicine

Purpose: Older prisoners being released into the community need to be placed in a system to help them transition from living in prison to living in a free society. They must adapt in order to find housing, community services, medical, dental and psychiatric care. When the complex social needs of these persons are not fully met, the emergency department is used as a safety net.

Methods and Findings: This paper describes a patient who had multiple emergency department visits which was his routine method of seeking medical care.

Health Care Policy Implications: We believe that public health policy requiring …


Establishing A Sustainable Occupational Therapy Student-Led Pro Bono Clinic At The University Of Saint Augustine In Austin, Texas, Daija Chumley Aug 2022

Establishing A Sustainable Occupational Therapy Student-Led Pro Bono Clinic At The University Of Saint Augustine In Austin, Texas, Daija Chumley

Student Capstone Papers

Under-resourced and underserved communities across the United States experience significant health disparities. These communities lack access to valuable services resulting in health inequities that impinge on their health, quality of life, and engagement in meaningful occupations. There is a need for occupational therapy to provide valuable services to the under-resourced and underserved community to address the historical inequity that impacts their overall quality of life. Universities have the potential to fulfill the gaps within these communities by establishing a pro bono clinic. The purpose of this capstone project is to establish a sustainable occupational therapy pro bono clinic at the …


Identifying Critical Aging Care Challenges And Opportunities In High-Income Countries: A Cross-Country Comparison Of Denmark, Germany, And The United States, Cassandra Martin Aug 2022

Identifying Critical Aging Care Challenges And Opportunities In High-Income Countries: A Cross-Country Comparison Of Denmark, Germany, And The United States, Cassandra Martin

Capstone Collection

Despite the rapid growth in the aging population in the United States, insufficient resources and attention are invested in improving the support systems this population relies on. This discussion explored the question of how the United States as a high-income country fails to operate an aging care support infrastructure that has comparable comprehensiveness, availability, affordability, and overall quality to other high-income countries. Comparing financing structures, long-term care models, and various aging care supports is important for answering this question. This paper approached exploring this question by analyzing specified indicators from publicly available data across the United States, Germany, and Denmark. …


Improving Nurse Leaders' Transformational Leadership Skills In The Online Environment, Tanya Haight Aug 2022

Improving Nurse Leaders' Transformational Leadership Skills In The Online Environment, Tanya Haight

2022 Southern California Nursing Research Conference

Leadership is critical to the success of most organizations, and the achievement of an organization's goals is largely dependent on the leaders' ability to engage, motivate, and influence their teams—often referred to as Transformational Leadership. This is especially true for healthcare organizations wherein the morbidity and mortality of patients may be affected by the quality of leadership. At the start of the COVID-19 pandemic, in-person meetings transitioned to the online format without nurse leaders' formal training. Leaders cited this lack of orientation as impeding their ability to sustain an online-virtual transformational leadership presence with their teams. They reported varying degrees …


Improving The Delivery Of Discharge Instructions On The Postpartum Unit By Increasing The Nurses' Knowledge, Judy Anne Settles Aug 2022

Improving The Delivery Of Discharge Instructions On The Postpartum Unit By Increasing The Nurses' Knowledge, Judy Anne Settles

Master's Projects and Capstones

Abstract

The field of nursing prides itself on two critical functions: safety and patient education. One of the mechanisms for both education and safety is the discharge process. Improvements in the discharge process have been shown to increase patient comprehension and safety. This study is grounded in the (Barach & Johnson, 2006) healthcare organizational framework called the 5 Ps microsystems assessment to explore the impacts and improvements in the discharge instruction process on a postpartum unit in a large organization. It was found that HCAHPS scores regarding discharge instructions were 55-60%, which is below what is considered satisfactory. Utilizing the …


Improving Outreach With Stroke Patients After Discharge, Marsha Belen Aug 2022

Improving Outreach With Stroke Patients After Discharge, Marsha Belen

Master's Projects and Capstones

Problem: The 90-day mRS post discharge call project aimed to improve the outreach in stroke patients treated with thrombolytics alone or in combination with mechanical endovascular reperfusion (MER) therapy. An audit of calls was completed and revealed a gap that a number of patients were not reached or did not receive a call attempt. Having a higher outreach provides useful feedback on the patient’s progress within 90-days of being discharged in relation to the effectiveness of the stroke treatment received according to the mRS.

Context: The Neuro Coordinator was responsible for making the 90-day post discharge call and worked in …


No One Should Have To Give Birth Alone: An Analysis Of The Efficacy Of Community-Based Doula Programs Serving Ethnic Minorities In San Francisco, Maria Margaret Nelson Aug 2022

No One Should Have To Give Birth Alone: An Analysis Of The Efficacy Of Community-Based Doula Programs Serving Ethnic Minorities In San Francisco, Maria Margaret Nelson

Master's Projects and Capstones

Adverse birth outcomes for both the parent and the child disproportionately affect people of color. Evidence demonstrates that one of the ways to mitigate these negative consequences is through the utilization of a doula, a trained birth companion that is not a medical provider but whose role it is to physically and emotionally support the patient through pregnancy, birth, and postpartum. Community-based doula programs, where the doula is of the same cultural background as the client, are particularly effective in improving birth outcomes in communities of color by providing culturally competent care and helping to navigate a healthcare system that …


Risk Of Transmission Of Respiratory Viruses During Aerosol-Generating Medical Procedures (Agmps) Revisited In The Covid-19 Pandemic: A Systematic Review, Jenine Leal, Brenlea Farkas, Liza Mastikhina, Jordyn Flanagan, Becky Skidmore, Charleen Salmon, Devika Dixit, Stephanie Smith, Stephen Tsekrekos, Bonita Lee, Joseph Vayalumkal, Jessica Dunn, Robyn Harrison, Melody Cordoviz, Roberta Dubois, Uma Chandran, Fiona Clement, Kathryn Bush, John Conly, Oscar Larios Aug 2022

Risk Of Transmission Of Respiratory Viruses During Aerosol-Generating Medical Procedures (Agmps) Revisited In The Covid-19 Pandemic: A Systematic Review, Jenine Leal, Brenlea Farkas, Liza Mastikhina, Jordyn Flanagan, Becky Skidmore, Charleen Salmon, Devika Dixit, Stephanie Smith, Stephen Tsekrekos, Bonita Lee, Joseph Vayalumkal, Jessica Dunn, Robyn Harrison, Melody Cordoviz, Roberta Dubois, Uma Chandran, Fiona Clement, Kathryn Bush, John Conly, Oscar Larios

Faculty, Staff and Student Publications

BACKGROUND: In many jurisdictions healthcare workers (HCWs) are using respirators for aerosol-generating medical procedures (AGMPs) performed on adult and pediatric populations with all suspect/confirmed viral respiratory infections (VRIs). This systematic review assessed the risk of VRIs to HCWs in the presence of AGMPs, the role respirators versus medical/surgical masks have on reducing that risk, and if the risk to HCWs during AGMPs differed when caring for adult or pediatric patient populations.

MAIN TEXT: We searched MEDLINE, EMBASE, Cochrane Central, Cochrane SR, CINAHL, COVID-19 specific resources, and MedRxiv for English and French articles from database inception to September 9, 2021. Independent …


Navigating Care Transitions For Older Adults In The Emergency Department When A Social Worker Is Unavailable, Rebecca Weeks, Kathy Sawasky, Adam Perry, Michael Malone Aug 2022

Navigating Care Transitions For Older Adults In The Emergency Department When A Social Worker Is Unavailable, Rebecca Weeks, Kathy Sawasky, Adam Perry, Michael Malone

Journal of Geriatric Emergency Medicine

Some Emergency Departments do not have social worker staffing to assess high- risk older adults who have been identified. This is of particular concern in during care transitions for older patients who are at risk for poor health outcomes. We describe triggers for the emergency provider to recognize older patients at high risk and bundles of appropriate services and community supports to mitigate risk.


Intervention To Increase Home Preparation For Colonoscopies, Joshua Victor Stone Aug 2022

Intervention To Increase Home Preparation For Colonoscopies, Joshua Victor Stone

Master's Projects and Capstones

Abstract

Problem: Inpatient colonoscopies are costly to healthcare systems and inconvenient for eligible patients. The cost for a two-night inpatient bed is currently $4800.00 currently. The department manager led a five-month quality improvement project that was initiated in one 180-bed community medical center in Northern California to increase outpatient options, reduce the census and decrease the admission rate.

Context: Overburdened medical facilities often miss the opportunity to utilize ambulatory procedures due to competing operational priorities. In this setting, the Care Without Delay (CWD) department microsystem addresses barriers that impact operational throughput, efficiency, and unnecessary admissions.

Intervention: A …


Understanding Intelligent Non-Adherence By Measuring The Differences In Knowledge, Attitudes, Beliefs, And Behaviors Of Self-Care In Heart Failure Patients, Marco Mimbela Aug 2022

Understanding Intelligent Non-Adherence By Measuring The Differences In Knowledge, Attitudes, Beliefs, And Behaviors Of Self-Care In Heart Failure Patients, Marco Mimbela

Seton Hall University Dissertations and Theses (ETDs)

Background and Purpose of the Study: Research shows that six in ten U.S. adults have a chronic disease and four in ten have two or more (CDC, 2018). Of all chronic diseases, heart failure is the leading cause of hospitalization and mortality in the U.S. (Kilgore, Patel, Kielhorn, Maya, & Sharma, 2017). Luckily, this condition can be managed through various self-care practices. Although healthcare providers are educating their patients on these self-care practices, patients are making a conscious decision to non-adhere. This phenomenon is known as intelligent non-adherence and is mostly affected by an individual’s level of knowledge, attitudes, beliefs, …


Needs-Assessment Questionnaire Development Through The Interviews Of Mothers Post Neonatal Intensive Care Unit (Nicu) Discharge: A Qualitative Study, Cierra Robinson Aug 2022

Needs-Assessment Questionnaire Development Through The Interviews Of Mothers Post Neonatal Intensive Care Unit (Nicu) Discharge: A Qualitative Study, Cierra Robinson

Department of Occupational Therapy Entry-Level Capstone Projects

Current literature shows a gap in documenting the experiences and needs of mothers after being discharged home from the neonatal intensive care unit (NICU) (Lakshmanan et al., 2019). However, the literature that does exist suggests, following discharge from the NICU, parents and caregivers of infants' report feelings of stress and anxiety and lower levels of competence in caring for their infants (Lakshmana et al., 2019; Lee et al., 2019). There are discharge programs in existence that focus on providing services and resources for mothers, however, there is a lack of exposure, resources, introduction of programs to healthcare practitioners, and a …


Provider Attitude Towards Postpartum Sexual Health, Katie Shearer, Pallavi Khanna Aug 2022

Provider Attitude Towards Postpartum Sexual Health, Katie Shearer, Pallavi Khanna

Longitudinal Scholar's Project

Background: The prevalence of female sexual dysfunction (FSD) worldwide is estimated to be 41%. FSD is even more prevalent in postpartum patients. There are significant barriers to addressing FSD in a busy clinic, and the use of a standardized screening questionnaire could be used to improve outcomes during postpartum appointments.

Methodology: Providers that care for postpartum patients at Regional One Health in Memphis, TN, were asked to complete an anonymous survey online. General knowledge and practices of providers were assessed.

Results: 79% of respondents answered that they felt very comfortable assessing for postpartum sexual health, and 88% …


Teamwork That Affects Outcomes: A Method To Enhance Team Ownership, Brian Carlson, Richelle Graham, Brad Stinson, Jordan Larocca Aug 2022

Teamwork That Affects Outcomes: A Method To Enhance Team Ownership, Brian Carlson, Richelle Graham, Brad Stinson, Jordan Larocca

Patient Experience Journal

Healthcare is the ultimate team sport, and this case study explores how to build teamwork across teams. The ability for nursing, environmental services and food and nutrition services to work collaboratively to benefit patients is paramount to a patients experience and outcomes. The case study describes how the work was done to build teams and then improved outcomes in both patient and employee experiences. The learnings are applicable to any team setting not just those described in this case study.

Experience Framework

This article is associated with the Staff & Provider Engagement lens of The Beryl Institute Experience Framework ( …


Global Child And Family-Centered Care Fellowship, Education And Mentorship For Pediatric Healthcare Professionals: A Literature Review, Ashley Zheng, Bobbijo Pansier Aug 2022

Global Child And Family-Centered Care Fellowship, Education And Mentorship For Pediatric Healthcare Professionals: A Literature Review, Ashley Zheng, Bobbijo Pansier

Patient Experience Journal

Child- and family-centered care (FCC) is increasingly accepted and implemented to optimize the healthcare experience for patients, their families, and healthcare professionals. Standish Foundation for Children, a 501(c)(3) non-profit, has designed and piloted a fellowship to educate pediatric healthcare professionals in FCC & psychosocial care via an inquiry and mentorship model in Tbilisis, Georgia. This review aimed to evaluate and synthesize existing literature on psychosocial and FCC mentorship for pediatric healthcare professionals in four parts: ongoing need, effects on healthcare professionals, effects on children and their families and/or caregivers, and in cross-country healthcare settings. Reviewers searched open-source databases for articles …


Understanding Modern Drivers Of The Employee Experience In Healthcare, Antonio Pangallo, Tim Atwell, Kristi Roe, Adrienne Boissy Aug 2022

Understanding Modern Drivers Of The Employee Experience In Healthcare, Antonio Pangallo, Tim Atwell, Kristi Roe, Adrienne Boissy

Patient Experience Journal

Employee engagement has been considered the guiding metric to convey the health, loyalty, and performance of the healthcare workforce. However, the pandemic created new challenges and stimulated deeper conversations around remote work, systemic racism, inclusivity, trust, well-being, and mental illness, which calls into question whether engagement alone is enough. Using an employee experience model deployed in other industries, we identified key drivers of six employee experience (EX) outcomes. We conducted a panel study with close to 5,000 nurses and physicians to identify and prioritize current key drivers specific to the healthcare employee experience. Relative weights analyses suggest that being treated …


Rules Of Engagement: The Role Of Mistreatment From Patients In The Nurse, Physician And Advanced Practice Provider Experience, Katherine A. Meese, Alejandra Colón-López, Aoyjai P. Montgomery, Laurence M. Boitet, David A. Rogers, Patricia A. Patrician Aug 2022

Rules Of Engagement: The Role Of Mistreatment From Patients In The Nurse, Physician And Advanced Practice Provider Experience, Katherine A. Meese, Alejandra Colón-López, Aoyjai P. Montgomery, Laurence M. Boitet, David A. Rogers, Patricia A. Patrician

Patient Experience Journal

The objective of this study is to examine the incidence of reported stress due to mistreatment by patients toward clinicians and the role of mistreatment from patients along with organizational factors in clinician distress. A survey of clinicians was conducted at a large academic medical center, resulting in a final analytic sample of 1,682 physicians, nurses, advanced practice providers and clinical support staff. Nurses reported the greatest incidence of mistreatment by patients as a major stressor (18.69%), followed by Advanced Practice Providers (11.26%), Clinical Support Staff (10.36%), and Physicians (7.69%). Logistic regression analysis was conducted to determine the relationship of …


Improving Workforce Experiences At United States Federally Qualified Health Centers: Exploring The Perceived Impact Of Generational Diversity On Employee Engagement, Verneda Bachus, Lihua Dishman, John W. Fick Aug 2022

Improving Workforce Experiences At United States Federally Qualified Health Centers: Exploring The Perceived Impact Of Generational Diversity On Employee Engagement, Verneda Bachus, Lihua Dishman, John W. Fick

Patient Experience Journal

This qualitative study aimed to explore a multigenerational workforce’s impact on employee engagement as perceived by Federally Qualified Health Centers’ (FQHCs) C-suite executives. It sought to answer one research question: What is the perceived impact of generational diversity on employee engagement of Federally Qualified Health Centers (FQHCs) in the United States? This cross-sectional study was national. Primary data were collected using a self-developed, two-part survey instrument: (1) eight demographic questions and (2) two open-ended, short-answer questions. Cognitive interviews, reviews by five subject matter experts, and a pilot study were completed to ensure the instrument’s validity and reliability. Demographic data were …


Comparison Of Routine Health Screening Rates Between Two Emr Systems, Lauren M. Cancio, Caleb J. Berta Aug 2022

Comparison Of Routine Health Screening Rates Between Two Emr Systems, Lauren M. Cancio, Caleb J. Berta

Longitudinal Scholar's Project

An EMR, electronic medical record, system refers to the software widely adopted by medical practitioners to reduce the use of hard-copy files, and improve the documentation, storage, and retrieval of patient information. Some EMR systems can generate automatic alerts reminding providers when patients are due for certain preventive services or meet the criteria for various screening measures. Epic, one of the leading EMR systems in use today, contains this additional feature. The screening recommendations built into Epic are derived from a committee of USPSTF, U.S. Preventive Services Task Force, medical experts whose focus is to improve patient health across the …


Multicomponent Approach To Delirium Prevention In The Acute Care Setting: An Evidence-Based Quality Improvement Project., Kelley James Aug 2022

Multicomponent Approach To Delirium Prevention In The Acute Care Setting: An Evidence-Based Quality Improvement Project., Kelley James

Doctor of Nursing Practice Papers

Background: Acutely ill, hospitalized individuals are at an increased likelihood of developing delirium. Between 30-35% of those patients admitted to the hospital will develop delirium, and as a result, these individuals will face an increased risk of mortality, adverse medical events, restraint usage, and incur a more extended hospitalization. The literature supports early screening utilizing the Confusion Assessment Method (CAM) tool and nurse-driven, multicomponent interventions to aid in preventing its development.

Environment: This project was implemented in a long-term, acute care facility specializing in patients requiring long-term mechanical ventilation, advanced wound care, pulmonary and respiratory care, and the rehabilitation of …


Neonatal Developmental Care Makes Sense: Implementation Of An Evidence-Based Guideline For Developmentally Appropriate Multi-Modal Positive Sensory Exposures., Nicole Moseley Jaeger Aug 2022

Neonatal Developmental Care Makes Sense: Implementation Of An Evidence-Based Guideline For Developmentally Appropriate Multi-Modal Positive Sensory Exposures., Nicole Moseley Jaeger

Doctor of Nursing Practice Papers

Background: There is increasing awareness of the contribution of the neonatal intensive care (NICU) environment and the importance of developmental care (DC) interventions to long-term outcomes in high-risk infants. Care at the project site reflected that given at many hospitals, where positive sensory experiences and negative sensory mitigation are done but inconsistently. There was not a guideline in place for DC interventions.

Setting: The project site housed a newly renovated single-family room (SFR) NICU with 12 licensed Level II beds and ability to flex to 19 beds. Neonates at gestational ages ≥28 weeks, requiring critical care for a …


Trends And Expectations For Dentistry, Christopher J. Smiley Dds Aug 2022

Trends And Expectations For Dentistry, Christopher J. Smiley Dds

The Journal of the Michigan Dental Association

The dental industry is experiencing significant changes, with the rise of Dental Support Organizations (DSOs) and corporate dentistry as a dominant model. Economic trends have attracted venture capitalists to invest in dentistry, leading to the growth of DSOs. While some practitioners worry about losing independence, the trend toward DSOs is driven by practice sales by retiring dentists, high educational debt for graduates limiting their ability to finance a traditional practice purchase, and the need for investment to modernize and achieve efficiencies. A desire for work-life balance may guide a clinician to choose this practice option. The number of solo practitioners …


Dentistry And The Law: Can Dental Plan Ratings Be Defamatory?, Dan Schulte Jd Aug 2022

Dentistry And The Law: Can Dental Plan Ratings Be Defamatory?, Dan Schulte Jd

The Journal of the Michigan Dental Association

This article discusses the legal implications of dental plan ratings for dentists. If a dental plan assigns a rating to dentists and publishes it to patients without providing specific information about the rating's basis or an opportunity for dentists to contest it, legal recourse may be limited. Currently, no statutory law regulates such ratings, leaving dentists potentially vulnerable to defamatory ratings. Under Michigan law, dentists could sue for defamation, but proving the rating's falseness and the resulting loss of patients may be challenging. Federal regulation is suggested to ensure fairness, transparency, and protection for dentists subjected to involuntary ratings.


Staff Matters: The Value Of Using Total Compensation Statements, Jodi Schafer Sphr, Shrm-Scp Aug 2022

Staff Matters: The Value Of Using Total Compensation Statements, Jodi Schafer Sphr, Shrm-Scp

The Journal of the Michigan Dental Association

Amid the challenges of a competitive job market and employee retention, offering a comprehensive view of compensation is crucial. While employees often focus solely on their direct wages, they may overlook the value of indirect benefits like healthcare and paid time off. Employers can bridge this gap by providing total compensation statements detailing direct and indirect compensation, demonstrating their investment in employees. Such transparency builds trust and allows employees to assess their compensation relative to other employers better. Employers should ensure consistent calculations and pay equity and emphasize the purpose of sharing this information to foster a positive work culture.


Real-World Matching Performance Of Deidentified Record-Linking Tokens, Elmer V Bernstam, Reuben Joseph Applegate, Alvin Yu, Deepa Chaudhari, Tian Liu, Alex Coda, Jonah Leshin Aug 2022

Real-World Matching Performance Of Deidentified Record-Linking Tokens, Elmer V Bernstam, Reuben Joseph Applegate, Alvin Yu, Deepa Chaudhari, Tian Liu, Alex Coda, Jonah Leshin

Faculty, Staff and Student Publications

OBJECTIVE: Our objective was to evaluate tokens commonly used by clinical research consortia to aggregate clinical data across institutions.

METHODS: This study compares tokens alone and token-based matching algorithms against manual annotation for 20,002 record pairs extracted from the University of Texas Houston's clinical data warehouse (CDW) in terms of entity resolution.

RESULTS: The highest precision achieved was 99.9% with a token derived from the first name, last name, gender, and date-of-birth. The highest recall achieved was 95.5% with an algorithm involving tokens that reflected combinations of first name, last name, gender, date-of-birth, and social security number.

DISCUSSION: To protect …


Predictor Of Hospital Closure In The United States, Haniyeh Shariatmadari Aug 2022

Predictor Of Hospital Closure In The United States, Haniyeh Shariatmadari

UNLV Theses, Dissertations, Professional Papers, and Capstones

Hospital closures have recently been more common and a crucial concern in the United States since they can influence many aspects of patients' health conditions. This situation has led many scholars to investigate the adverse effect of hospitals closure. Previous research has well documented the effects of a hospital closure. However, there is a lack of studies on the predictor of a hospital closure. To fill this gap, the objective of this longitudinal study is to explore organizational and market factors associated with hospital closure. We used Data from the American Hospital Association (AHA), the Centers for Medicare and Medicaid …