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2021

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Articles 8011 - 8040 of 21408

Full-Text Articles in Medicine and Health Sciences

Trunk And Lower Extremity Muscle Activity During The Y Balance Test In Healthy Adults, Navpreet Kaur, Kunal Bhanot, Germaine Ferreira Jun 2021

Trunk And Lower Extremity Muscle Activity During The Y Balance Test In Healthy Adults, Navpreet Kaur, Kunal Bhanot, Germaine Ferreira

Physical Therapy Collection

Y balance test kitTM (YBT) is used to measure dynamic balance. YBT is an instrumented version of the Star Excursion Balance test that has Anterior (A), Posteromedial (PM), and Posterolateral (PL) directions. PURPOSE: To determine electromyographic (EMG) activity of the trunk and lower extremity (LE) muscles during YBT performance. METHODS: Surface EMG was collected on 10 males and 10 females healthy adults for the erector spinae (ES), external oblique (EOB), and rectus abdominis (RA) for both ipsilateral (i) and contralateral (c) sides of the stance leg, and gluteus medius (GMED), gluteus maximus (GMAX), Rectus Femoris (RF), Vastus Lateralis (VL), …


Male Bias In Ace2 Basic Science Research: Missed Opportunity For Discovery In The Time Of Covid-19, Branka Miličić Stanić, Sydney Maddox, Aline M. De Souza, Xie Wu, Danial Mehranfard, Hong Ji, Robert C. Speth, Kathryn Sandberg Jun 2021

Male Bias In Ace2 Basic Science Research: Missed Opportunity For Discovery In The Time Of Covid-19, Branka Miličić Stanić, Sydney Maddox, Aline M. De Souza, Xie Wu, Danial Mehranfard, Hong Ji, Robert C. Speth, Kathryn Sandberg

HPD Articles

Throughout the world, including the United States, men have worse outcomes from COVID-19 than women. SARS-CoV-2, the causative virus of the COVID-19 pandemic, uses angiotensin-converting enzyme 2 (ACE2) to gain cellular entry. ACE2 is a member of the renin-angiotensin system (RAS) and plays an important role in counteracting the harmful effects mediated by the angiotensin type 1 receptor. Therefore, we conducted Ovid MEDLINE and Embase database searches of basic science studies investigating the impact of the biological variable of sex on ACE2 expression and regulation from 2000, the year ACE2 was discovered, through December 31, 2020. Out of 2,131 publications, …


Relationships Between Cortisol, Sleep, Stress, And Mood Among Night Shift Nurses, Teresa Bigand, Panshak P. Dakup, Devon Hansen, Marian Wilson, Benjamin Thomas, Steven James, Lois James, Shobhan Gaddameedhi Jun 2021

Relationships Between Cortisol, Sleep, Stress, And Mood Among Night Shift Nurses, Teresa Bigand, Panshak P. Dakup, Devon Hansen, Marian Wilson, Benjamin Thomas, Steven James, Lois James, Shobhan Gaddameedhi

2021 Providence Nurse Research Conference

Background: Working night shift is a physical and emotional stressor related to negative health outcomes. Cortisol is a biomarker that has been related to an increased risk for metabolic syndrome among adults. Cortisol levels follow a circadian rhythm in humans; levels reach a peak in the early morning and drop to the lowest level in the late evening. Changes in cortisol levels have been related to changes in mood or sleep and to exposure to stressful situations. In a group of Registered Nurses, the impact of consecutive 12-hour night shifts on relationships between cortisol levels, sleep, stress, and mood, was …


Team Up Against Sepsis: Six Tasks In Sixty Minutes, Karin Kloppel, Barbara Richards Jun 2021

Team Up Against Sepsis: Six Tasks In Sixty Minutes, Karin Kloppel, Barbara Richards

2021 Providence Nurse Research Conference

Background: Sepsis is the number one cause of mortality in hospitals nationwide. Our hospital system has identified sepsis mortality reduction as a top priority. Early recognition and treatment through improving sepsis bundle compliance was the selected focus in a 40-bed Emergency Department (ED) a community-based hospital.

Purpose: To evaluate the impact of a team response to sepsis alerts on sepsis outcomes in the ED in an acute care hospital.

Methods: Prior to implementing a team approach to sepsis alerts, ED staff were surveyed to describe awareness of SIRS and sepsis criteria and of sepsis bundle intervention metrics. Challenges identified …


Reducing Hospital Acquired Pressure Injuries On An Advanced Care Unit, Dawn Doud, Lynn Stapleton Jun 2021

Reducing Hospital Acquired Pressure Injuries On An Advanced Care Unit, Dawn Doud, Lynn Stapleton

2021 Providence Nurse Research Conference

BACKGROUND: Hospital-acquired pressure injuries (HAPIs) are increasing nationwide. HAPIs are a negative outcome of hospitalization and these conditions are not eligible for reimbursement, resulting in billions of dollars of healthcare costs to hospitals. HAPI rates were noted to climb on an advanced care unit in a community-based hospital in the Pacific Northwest. In order to reduce this patient harm event, the nurse manager partnered with the nursing professional development specialist to lead a HAPI prevention quality improvement plan.

PURPOSE: To decrease HAPI rates on the Advanced Care Unit.

METHODS: The nurse manager conducted a deep dive on all HAPI events …


Pain Management Trends Among Adults Hospitalized With Cellulitis: An Evidence-Based Practice Project, Nonna Dobyns, Teresa Bigand, Kristopher Darath, Denise Ogorek Jun 2021

Pain Management Trends Among Adults Hospitalized With Cellulitis: An Evidence-Based Practice Project, Nonna Dobyns, Teresa Bigand, Kristopher Darath, Denise Ogorek

2021 Providence Nurse Research Conference

Background: Cellulitis is an acute infection of the skin resulting in acute pain and often requires pharmacological analgesics. Past studies revealed that more than half of patients receiving inpatient medical care in the United States received opioid analgesics for pain management during the hospital stay. While opioids are regarded as the strongest analgesic available to ease physical pain, these are habit-forming drugs that contribute to negative outcomes such as opioid use disorder and increased risk for accidental overdose and death. Recommendations for acute pain management in the hospital setting include prescribing less than 50 morphine milligram equivalents (MME's) per day …


Break Habits Of Registered Nurses Working In The Acute Care Setting During The Covid-19 Pandemic, Michelle Bradberry, Gisele Nicole Bazan, Sahar Mihandoust, Jamie Roney, Marian Wilson, Teresa Bigand Jun 2021

Break Habits Of Registered Nurses Working In The Acute Care Setting During The Covid-19 Pandemic, Michelle Bradberry, Gisele Nicole Bazan, Sahar Mihandoust, Jamie Roney, Marian Wilson, Teresa Bigand

2021 Providence Nurse Research Conference

Background: Nurses report high levels of burnout and stress while working in the acute care setting, especially during the current COVID-19 outbreak. Evidence suggests that taking a restorative break during an extended, 12-hour shift may help mitigate stress and translate to better patient and caregiver outcomes. Yet, little is known about how Registered Nurses report taking breaks in the context of the pandemic.

Purpose/Aims: The purpose of this project was to describe the frequency of breaks reported by nurses working 12-hour shifts during the COVID-19 pandemic, and to test for demographic differences between nurses reporting fewer compared to more breaks …


Pilot Testing A Novel Tool To Assess Resilience Among Nurses Delivering Direct Patient Care In Teams In The Hospital Setting, Tiara Benson, Ma Fe Chase, Amanda Miles Jun 2021

Pilot Testing A Novel Tool To Assess Resilience Among Nurses Delivering Direct Patient Care In Teams In The Hospital Setting, Tiara Benson, Ma Fe Chase, Amanda Miles

2021 Providence Nurse Research Conference

Background: With the appearance of the COVID-19 pandemic, nurse emotional well-being has suffered, with burnout being highly reported. Team resilience may mitigate feelings of burnout, and is defined as homeostasis among the healthcare team while experiencing continuous change. Strategies for enhancing resilience of individuals are prevalent, yet nurses often deliver care in a team setting. While some literature offers insight on nurse team resilience, no valid and reliable tools currently exist to measure this concept. Purpose: To develop and pilot test a tool to measure team resilience among nurses delivering direct patient care in an acute care hospital in …


Pediatric Surgery Nurses Lead And Coordinate Covid-19 Recovery Efforts, Shelly Johnson, Alice E. Dupler Jun 2021

Pediatric Surgery Nurses Lead And Coordinate Covid-19 Recovery Efforts, Shelly Johnson, Alice E. Dupler

2021 Providence Nurse Research Conference

Background: In early 2020, the appearance of the novel COVID-19 virus became a global concern, infecting hundreds of thousands of people. To reduce the spread of the virus, the United States government instituted social distancing and required hospitals to take steps to create extra beds for patient with COVID. One method to increase hospital capacity was the cancellation of scheduled, elective surgeries. In one large pediatric hospital in the Pacific Northwest, there was no formal process in place for cancelling elective procedures or for prioritizing when or how to reschedule the case. Because nurses were being called on to provide …


Covid In Our Backyard: The Lived Experiences Of Rn To Bsn Students Facing A Pandemic, Shelly Johnson, Alice E. Dupler, Deanna J. Koepke Jun 2021

Covid In Our Backyard: The Lived Experiences Of Rn To Bsn Students Facing A Pandemic, Shelly Johnson, Alice E. Dupler, Deanna J. Koepke

2021 Providence Nurse Research Conference

Background: Relationships exist between improved patient outcomes and Registered Nurse (RN) caregivers with an earned Bachelor’s degree or higher compared to those with an associate’s or diploma in nursing. However, nurses who are working and attending a bridge program to obtain a Bachelor of Science in Nursing (BSN) report high levels of stress which may increase risk for withdrawing from the program or quitting work. Furthermore, providing direct patient care during the COVID-19 pandemic may significantly increase stress among those who are concurrently finishing a nursing advanced degree. Little is known about how front-line caregivers perceive the experience of working …


Reducing Specimen Labeling Errors To Promote Patient Safety: A Quality Improvement Project At An Inpatient Department In A Regional Acute Care Hospital, Jihye Johnson Jun 2021

Reducing Specimen Labeling Errors To Promote Patient Safety: A Quality Improvement Project At An Inpatient Department In A Regional Acute Care Hospital, Jihye Johnson

2021 Providence Nurse Research Conference

Background: Mislabeled specimen can cause patient harm by delaying treatment or by inappropriately administering treatment based on incorrectly assigned results. National patient safety goals have consistently called for a reduction of these errors in the hospital setting to zero. The specimen labeling errors on one inpatient department (IPD) at an acute care hospital in Eastern Washington were noted to be elevated from 2019 to 2020, potentially threatening patient safety. An evidence-based technique called the Red Rule has been linked to an improvement in lab labeling performance in the hospital setting.

Purpose/aims: The primary purpose of the QI project was to …


Evaluation Of A Coronary Artery Bypass Graft Care Steps Program, Sheri Havel, Karen Colorafi, Mirjeta Beqiri Jun 2021

Evaluation Of A Coronary Artery Bypass Graft Care Steps Program, Sheri Havel, Karen Colorafi, Mirjeta Beqiri

2021 Providence Nurse Research Conference

Background: Across the U.S., 20% of cardiothoracic surgery patients who are discharged to home experience unplanned readmission within 30 days of discharge. Readmissions and postsurgical complications are associated with poor patient outcomes, increased mortality rates, and increased cost of healthcare. Evidence-based recommendations for reducing preventable readmission are limited, although there is some indication that high quality pre-operative and discharge education can reduce this burden. Providing appropriate patient education at time of discharge from acute care to home regarding medication adherence, prescheduled follow-up appointments, wound management and monitoring, and symptom management education is theorized to have a significant positive impact on …


Postpartum Depression Screening To Improve Maternal Outcomes, Jill Goebel, Jeff Ramirez Jun 2021

Postpartum Depression Screening To Improve Maternal Outcomes, Jill Goebel, Jeff Ramirez

2021 Providence Nurse Research Conference

Background: Postpartum depression (PPD) is correlated with worsened maternal and infant health outcomes, and an estimated10-20% of women experience this condition after giving birth. Universal depression screening for PPD in maternity and well-child appointments is the standard of care. However, PPD screening is not well-integrated into outpatient lactation visits which assist new moms with difficulties breastfeeding. To address this gap, routine PPD screening and education was implemented in an outpatient lactation clinic servicing postpartum women in Eastern Washington. Purpose: The purpose of this quality improvement project was to implement the use of PPD screening in a lactation clinic to …


Implementing Ideal Discharge Planning: A Quality Improvement Project On An Inpatient Unit​, Dawn Doud, Brenda Senger, Karen Colorafi, Teresa Bigand Jun 2021

Implementing Ideal Discharge Planning: A Quality Improvement Project On An Inpatient Unit​, Dawn Doud, Brenda Senger, Karen Colorafi, Teresa Bigand

2021 Providence Nurse Research Conference

Background: Effective discharge teaching reduces 30-day hospital readmissions, decreases unnecessary emergency room visits, improves patient satisfaction, and is cost effective for hospitals by improving the Centers for Medicare and Medicaid Services (CMS) measures for reimbursement. Evidence suggests that standardized discharge teaching templates embedded within the electronic health records lack patient engagement and can fail to meet individual patient discharge education needs. A need was identified to improve the discharge planning process on an advanced care unit in a community based hospital.

Purpose: The purpose of this project was to evaluate and assess the implementation of an evidence based toolkit, IDEAL …


Exploring The Relationship Between Exposure To Nature While At Work And Burnout Among Female Nurses On Day Shift, Jamie Roney, Sahar Mihandoust, Stephanie Dunkle Jun 2021

Exploring The Relationship Between Exposure To Nature While At Work And Burnout Among Female Nurses On Day Shift, Jamie Roney, Sahar Mihandoust, Stephanie Dunkle

2021 Providence Nurse Research Conference

Background: Registered Nurses working extended shifts in the hospital setting may report burnout, which reduces caregiver satisfaction, increases turnover, and potentially translates to delivery of suboptimal patient care. To align with the quadruple aim, efforts are needed to reduce nurse burnout. Limited literature suggests that visual access to nature, either via artwork or exterior landscaping, may reduce burnout. However, more research is needed to understand whether visual access to nature influences burnout among Registered Nurses delivering direct patient care.

Purpose/Aims: The purpose of this study was to explore the relationship between visual access to exterior landscaping or nature artwork and …


Employed Mothers’ Satisfaction With The Breastfeeding Provisions In The Patient Protection And Affordable Care Act In Two Northwestern U.S. Hospitals, Rebecca Penders Jun 2021

Employed Mothers’ Satisfaction With The Breastfeeding Provisions In The Patient Protection And Affordable Care Act In Two Northwestern U.S. Hospitals, Rebecca Penders

2021 Providence Nurse Research Conference

Background: Breastfeeding is the gold standard for infant nutrition. Many workplace barriers to lactation exist for mothers returning to work after the birth of an infant. In 2010 the Breastfeeding Provisions in the Patient Protection and Affordable Care Act (BP-PPACA) was enacted as the first federal breastfeeding law which outlined specifically break time and a place to pump for businesses with over 50 employees who employed hourly wage workers. There is little known about the satisfaction of hospital employees pumping/lactation experience after the BP-PPACA.

Purpose/Aims: The purpose of this study was to determine the extent to which employed mothers' …


Promoting Mobility In Post-Surgical Patients: A Quality Improvement Project, Abel Sawa, Teresa Bigand Jun 2021

Promoting Mobility In Post-Surgical Patients: A Quality Improvement Project, Abel Sawa, Teresa Bigand

2021 Providence Nurse Research Conference

Background: Hospitalized patients suffer negative outcomes related to lack of mobilization activities such as falls with injury or infection. Mobility requires a multi-disciplinary team approach including Registered Nurses (RNs), Certified Nursing Assistants (NA-Cs), and Physical/Occupational Therapists (PT/OTs) to promote best patient outcomes. The Johns Hopkins Culture of Mobility toolkit provides evidence-based practices for integrating multi-disciplinary mobilization efforts for hospitalized patients. This toolkit had not been implemented on a busy orthopedic post-operative nursing unit in one large hospital.

Purpose/aims: To test the impact of the culture of mobility toolkit on caregiver perceptions of mobility barriers and evaluate the implementation …


Ohiohealth Mayo Well-Being Collaborative: Driving Associate Culture, Resilience, And Efficacy Of Practice, Bethany Gwinn Jun 2021

Ohiohealth Mayo Well-Being Collaborative: Driving Associate Culture, Resilience, And Efficacy Of Practice, Bethany Gwinn

Masters Theses/Capstone Projects

The Mayo Well-Being Index is a validated nine-question self-assessment tool that enables individuals to better understand their overall wellbeing. The Mayo Well-Being Index is 100% anonymous, and provides individualized feedback with access to local and national resources through the tool at any time. Additionally, three process improvement questions are asked at the end of each assessment, allowing the users to share their feedback on topics such as the drivers of stress in the workplace, additional resources desired, etc. OhioHealth utilizes both qualitative and quantitative data from the Mayo Well-Being Index to identify teams in high distress as well as opportunities …


Effectiveness Of Apfel Simplified Risk Score In Predicting Postoperative Nausea And Vomiting In Day Surgery Unit, Leni Alejo, Cherry De Guia, Cynthia Rodriguez, Cassandra Luck-Bird Jun 2021

Effectiveness Of Apfel Simplified Risk Score In Predicting Postoperative Nausea And Vomiting In Day Surgery Unit, Leni Alejo, Cherry De Guia, Cynthia Rodriguez, Cassandra Luck-Bird

2021 Providence Nurse Research Conference

Background: Postoperative nausea and vomiting (PONV) continues to be a perioperative complication despite improvement in quality and safety of anesthesia care causing an increased overall healthcare cost and sometimes serious physical complications. The American Society of PeriAnesthesia Nurses (ASPAN) supports that risk assessment for PONV helps with its prevention which is in line with the Society of Ambulatory Anesthesia's (SAMBA) current guidelines for PONV management. Literature supports that PONV can be predicted and prevented in patients by assessing risk factors such as gender, smoking status, history of PONV and use of postoperative opioids, among others. At present there is no …


Exploring The Relationship Between Covid-19 Unit Designation And Nurse Burnout Syndrome, Gisele Bazan, Tiffany Patterson, Kelsey Sawyer, Jamie Roney, Erin Whitley, Sahar Mihandoust, Joann Long Jun 2021

Exploring The Relationship Between Covid-19 Unit Designation And Nurse Burnout Syndrome, Gisele Bazan, Tiffany Patterson, Kelsey Sawyer, Jamie Roney, Erin Whitley, Sahar Mihandoust, Joann Long

2021 Providence Nurse Research Conference

Background: The COVID-19 pandemic impacted healthcare due to surges in infected patient and respiratory failure. Nursing burnout syndrome (NBS) results from occupational factors leading to mental health problems. Nurses working in intensive care units (ICUs) dedicated to caring for COVID-19infected individuals may be even more susceptible to NBS due to increased burdens of futile care delivery and high mortality rates within overstretched healthcare systems. Identifying socio-demographic, work-related, and psychological predictors of NBS may help organizations mitigate, or at least minimize, the negative psychological impact on ICU nurses working during future pandemics.

Purpose/Aims: The aim of this study was to compare …


Immediate Effect Of Gluteus Medius Kinesiotaping On Plantar Pressure Distribution And Balance Among Healthy Individuals, Deepa Shekhar Jun 2021

Immediate Effect Of Gluteus Medius Kinesiotaping On Plantar Pressure Distribution And Balance Among Healthy Individuals, Deepa Shekhar

Manipal College of Health Professions, Manipal Theses and Dissertations

No abstract provided.


Improving Outcomes For Pregnant Women With Severe Hypertension, Danette Schloeder Jun 2021

Improving Outcomes For Pregnant Women With Severe Hypertension, Danette Schloeder

2021 Providence Nurse Research Conference

Background: In 2019, a large hospital in Alaska joined the Alaska Perinatal Quality Collaborative (PQC). The first project was the AIM Hypertension Project. The goals of the project were to reduce severe maternal morbidity among preeclampsia cases by 20% and Increase the timely treatment of hypertension to 80%. Other process and structure measures included education, simulation, clinical debriefs, and follow-up visits.

Methods/Approach: The PQC used monthly educational sessions, data collection and review of every case with severe hypertension, and Plan-Do-Study-Act cycles. Data collection occurred over an 18-month period. Cases were identified by the Washington State Hospital Association database and reviewed …


Improving Primary Care Screening For Familial Hypercholesterolemia, Mary Nametka, Brenda Senger Jun 2021

Improving Primary Care Screening For Familial Hypercholesterolemia, Mary Nametka, Brenda Senger

2021 Providence Nurse Research Conference

Background: Familial Hypercholesterolemia (FH) is the most common genetic condition resulting in cardiovascular disease, a leading cause of death in the United States. FH is estimated to affect 1 in 250 individuals with elevated lipid levels present from birth. An estimated 90% of individuals with FH remain undiagnosed. '

Purpose: The purpose of this quality improvement project was to increase provider awareness and promote screening for FH among adults ages 20 years and older. '

Methods: This quality improvement project consisted of an online educational intervention for providers working at an outpatient clinic regarding FH. Outcomes included: 1) pre-intervention …


Pain Management Trends Among Adults Hospitalized With Cellulitis: An Evidence-Based Practice Project, Syndey Pham, Teresa Bigand, Brenda Senger, Kenn Daratha, Kris Daratha Jun 2021

Pain Management Trends Among Adults Hospitalized With Cellulitis: An Evidence-Based Practice Project, Syndey Pham, Teresa Bigand, Brenda Senger, Kenn Daratha, Kris Daratha

2021 Providence Nurse Research Conference

Background: Cellulitis is an infection of the skin causing swelling and acute pain. Two and a half to three and a half million adults seek care in the emergency department annually for this condition. Opioid medications are commonly administered and prescribed for pain, especially following the Joint Commission’s campaign in 2001 characterizing “pain as the 5th vital sign”. An estimated 22% of older adults hospitalized with a painful medical condition receive a new prescription for an opioid medication. Evidence suggests that there is no difference in pain outcomes among adults prescribed opioid versus non-opioid medications for acute pain conditions in …


Differences In Perceived Patient Mobility Barriers Among Nurses From Various Departments And Location Work Sites, Teresa Bigand, Danell Stengem, Crystal Billings, Jennifer Hoople, Tiffanie Rampley, Elena Crooks, Nathaniel Nickerson, Brandon Clem Jun 2021

Differences In Perceived Patient Mobility Barriers Among Nurses From Various Departments And Location Work Sites, Teresa Bigand, Danell Stengem, Crystal Billings, Jennifer Hoople, Tiffanie Rampley, Elena Crooks, Nathaniel Nickerson, Brandon Clem

2021 Providence Nurse Research Conference

Background: Hospitalized patients suffer negative outcomes related to lack of mobilization activities such as falls with injury or infection. Mobility requires a multi-disciplinary team approach including Registered Nurses (RNs), Certified Nursing Assistants (NA-Cs), and Physical/Occupational Therapists (PT/OTs) to promote best patient outcomes. The Johns Hopkins Culture of Mobility toolkit provides evidence-based practices for integrating multi-disciplinary mobilization efforts for hospitalized patients. This toolkit had not been implemented on a busy orthopedic post-operative nursing unit in one large hospital.

Purpose/aims: To test the impact of the culture of mobility toolkit on caregiver perceptions of mobility barriers and evaluate the implementation of the …


Development Of A Smartphrase In The Electronic Health Record To Promote Chemotherapy And Immunotherapy Safety, Mary Jo Sarver, Monica Mcmanus, Amy Allen, Bethany Johnson, Dennielle Padgett, Elizabeth Ser Jun 2021

Development Of A Smartphrase In The Electronic Health Record To Promote Chemotherapy And Immunotherapy Safety, Mary Jo Sarver, Monica Mcmanus, Amy Allen, Bethany Johnson, Dennielle Padgett, Elizabeth Ser

2021 Providence Nurse Research Conference

Background: Chemotherapy-immunotherapies are high risk medications that can include multi-drug and multi-day regimens with narrow therapeutic indexes and high risk for toxicities. Susceptibility for errors exists if adherence to protocol is inconsistent or if pertinent patient specific information is omitted. Prior to the creation of the "SmartPhrase" in the Electronic HealthRecord (EHR) pre-administration safety checks were on paper, not included in the EHR, not standardized among clinicians, and not completed every time. Chart audits revealed a need for consistent, centralized documentation to enhance patient safety while minimizing professional liability. A trans-disciplinary team created a "SmartPhrase" template for streamlining relevant …


Reflecting On The Now: Race, Gender, Socio-Economic Status And Covid-19, Ariana Montemayor, Sydney M. Scanlon Jun 2021

Reflecting On The Now: Race, Gender, Socio-Economic Status And Covid-19, Ariana Montemayor, Sydney M. Scanlon

VA Engage Journal

Early in 2020, we began a project for our Women and Technology class at Old Dominion University to highlight women working in health sciences. However, our original project idea drastically changed with the onset of the COVID-19 pandemic. COVID-19 focused our attention on issues regarding societal inequalities and health disparities. Therefore, we decided to create a new project that emphasized the societal inequalities and the disproportionate impact COVID had on People of Color, women and low-income individuals. In this paper, we critically reflect on the journey of our project from conception to completion, as well as how we, and the …


The Discrete-Event Modeling Of Administrative Claims (Demac) System: Dynamically Modeling The U.S. Healthcare Delivery System With Medicare Claims Data To Improve End-Of-Life Care, Rachael Chacko Jun 2021

The Discrete-Event Modeling Of Administrative Claims (Demac) System: Dynamically Modeling The U.S. Healthcare Delivery System With Medicare Claims Data To Improve End-Of-Life Care, Rachael Chacko

Dartmouth College Undergraduate Theses

The shift of the U.S. healthcare delivery system from the treatment of acute conditions to chronic diseases requires a new method of healthcare system analysis to properly assess end- of-life (EOL) quality throughout the country. In this paper, we propose the Discrete-Event Modeling of Administrative Claims (DEMAC) system, which relies on a hetero-functional graph theory and discrete event-driven framework to dynamically model EOL care on multiple levels. The heat map visualizations produced by the DEMAC system enable the elucidation of not only patient-specific EOL care but also broader treatment patterns among providers and hospitals. As a whole, the DEMAC system …


2021-06-01_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services Jun 2021

2021-06-01_Michiganoverview_Covidbedppe, Michigan Department Of Health & Human Services

Michigan COVID-19 Hospital Data

Contains the tables Statewide Hospital Capacity Report for COVID-19, COVID-19 Metrics, Statewide Hospital Available PPE Tracking for COVID-19, as well as the tables PPE Days On Hand and Patient Census.


2021-06-01_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services Jun 2021

2021-06-01_Michiganoverview_Covidsymptoms, Michigan Department Of Health & Human Services

Michigan COVID-19 Syndromic Surveillance System Data

The Syndromic Surveillance System Data report was obtained from Michigan's COVID-19 dashboard, from under the link "​Coronavirus Symptoms": https://www.michigan.gov/coronavirus. Data was compiled by the Michigan Department of Health and Human Services (MDHHS). The information was updated daily.

Syndromic Surveillance System data is obtained from approximately 183 facilities participating in syndromic surveillance (132 Emergency Departments (ED), 51 Urgent Cares) across the State of Michigan. The reporting is based on individuals who present at EDs and may not be representative of the overall population. The coronavirus-like symptoms query searches visit free-text (chief complaint, triage notes, and clinical impression) for fever or …