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Full-Text Articles in Medicine and Health Sciences

Non-Urgent Use Of Emergency Departments By Rural And Urban Adults, Erika Ziller Phd, Carly Milkowski, Zachariah Croll, Yvonne Jonk Phd Apr 2024

Non-Urgent Use Of Emergency Departments By Rural And Urban Adults, Erika Ziller Phd, Carly Milkowski, Zachariah Croll, Yvonne Jonk Phd

Access / Insurance

This study, conducted by researchers at the Maine Rural Health Research Center, provides updated information and addresses gaps in knowledge about rural non-urgent ED use. Understanding the rates of non-urgent ED use among rural adults and the factors associated with this use can inform policy and practice efforts to reduce unnecessary and inappropriate use of EDs in rural communities.

Hospital emergency departments (EDs) serve a vital role in the US health care system, providing lifesaving, around-the-clock care to patients in acute health situations. However, use of the ED for non-urgent care is costly and reflects a suboptimal care setting, with …


Epidemiology And Preventability Of Hospital-Onset Bacteremia And Fungemia In 2 Hospitals In India, Sumanth Gandra, Dorothy Sinclair, Dustin Stwalley, Jacaranda Van Rheenen, David K Warren, Et Al. Feb 2024

Epidemiology And Preventability Of Hospital-Onset Bacteremia And Fungemia In 2 Hospitals In India, Sumanth Gandra, Dorothy Sinclair, Dustin Stwalley, Jacaranda Van Rheenen, David K Warren, Et Al.

2020-Current year OA Pubs

OBJECTIVE: Studies evaluating the incidence, source, and preventability of hospital-onset bacteremia and fungemia (HOB), defined as any positive blood culture obtained after 3 calendar days of hospital admission, are lacking in low- and middle-income countries (LMICs).

DESIGN, SETTING, AND PARTICIPANTS: All consecutive blood cultures performed for 6 months during 2020-2021 in 2 hospitals in India were reviewed to assess HOB and National Healthcare Safety Network (NHSN) reportable central-line-associated bloodstream infection (CLABSI) events. Medical records of a convenience sample of 300 consecutive HOB events were retrospectively reviewed to determine source and preventability. Univariate and multivariable logistic regression analyses were performed to …


Medication Errors In Hospitals, Isata Jalloh Jan 2024

Medication Errors In Hospitals, Isata Jalloh

Doctoral Dissertations and Projects

In hospitals, the issue of medication errors poses a serious problem, often leading to substantial health complications and, in some cases, even deaths among hospitalized as well as discharged patients. This health challenge not only imposes a substantial financial burden on patients, insurance providers, and Federal/State governments but also contributes to elevated healthcare expenses, hindering the effective allocation of resources to address other healthcare issues. Understanding the triggers of medication errors in hospitals is critical in solving this problem. The purpose of this integrative review is to determine the causes/triggers of medication errors in hospitals. This review will highlight the …


How Increased Ransomware Attacks Have Impacted Hospitals In The United States, Mackenzie Dotson Jan 2024

How Increased Ransomware Attacks Have Impacted Hospitals In The United States, Mackenzie Dotson

Theses, Dissertations and Capstones

Introduction: The healthcare industry, particularly hospitals, have fallen prey to the alarming rise of ransomware attacks. In recent years, highly sophisticated cybergroups, armed with substantial funds and advanced technology, have intensified their focus on hospitals. Despite the advice against it, most hospitals have paid the ransom in order to regain access to their electronic systems and patient data, underlining the severity of these attacks.

Purpose of the Study: The purpose of this research was to evaluate the effects of ransomware attacks on hospitals in the US to determine if the patients were at risk due to hackers withholding patient information …


Hospital Adhering To The Ten Steps To Successful Breastfeeding Predicts Exclusive Breastfeeding In Latinx Mothers., Ana Linares, Diana Cartagena, Marialda Moreira Christoffel Dec 2023

Hospital Adhering To The Ten Steps To Successful Breastfeeding Predicts Exclusive Breastfeeding In Latinx Mothers., Ana Linares, Diana Cartagena, Marialda Moreira Christoffel

Nursing Faculty Publications

Introduction: Assessing how well a hospital adheres to the Ten Steps to Successful Breastfeeding is the key to outlining necessary modifications in mother breastfeeding support. This study aimed to assess Latinx mothers’ perception of how well a hospital adheres to the Ten Steps to Successful Breastfeeding and its influence on exclusive breastfeeding (EBF) rates at hospital discharge.

Methods: Secondary analysis of two longitudinal studies. The combined sample (N = 74) of Latinx pregnant women residing in the US. We modified, translated, and evaluated reliability of the Questionnaire for the Breastfeeding Mother (QBFM), which was applied to evaluate mothers’ …


Graduate Medical Education In The Mountain West, Mohit Pande, Nicole Diaz Del Valle, Yashesvi Sharma, Caitlin J. Saladino, William E. Brown Jr. Nov 2023

Graduate Medical Education In The Mountain West, Mohit Pande, Nicole Diaz Del Valle, Yashesvi Sharma, Caitlin J. Saladino, William E. Brown Jr.

Health

This fact sheet examines Graduate Medical Education (GME) metrics in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah). The original report from the Association of American Medical Colleges (AAMC) includes data from all 50 states and includes measures of graduate medical education and the facilities needed to conduct graduate medical education. This fact sheet builds upon data previously published in fact sheets on Nevada medical residencies for the 2021, 2022, and 2023 graduating classes of the Kirk Kerkorian School of Medicine at the University of Nevada, Las Vegas (UNLV) and the University of Nevada, Reno (UNR) School of …


Segregated Patterns Of Hospital Care Delivery And Health Outcomes, Sunny C Lin, J. Gmerice Hammond, Michael Esposito, Cassandra Majewski, Randi E Foraker, Karen E Joynt Maddox Nov 2023

Segregated Patterns Of Hospital Care Delivery And Health Outcomes, Sunny C Lin, J. Gmerice Hammond, Michael Esposito, Cassandra Majewski, Randi E Foraker, Karen E Joynt Maddox

2020-Current year OA Pubs

IMPORTANCE: Residential segregation has been shown to be a root cause of racial inequities in health outcomes, yet little is known about current patterns of racial segregation in where patients receive hospital care or whether hospital segregation is associated with health outcomes. Filling this knowledge gap is critical to implementing policies that improve racial equity in health care.

OBJECTIVE: To characterize contemporary patterns of racial segregation in hospital care delivery, identify market-level correlates, and determine the association between hospital segregation and health outcomes.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study of US hospital referral regions (HRRs) used 2018 Medicare claims, …


Appropriateness Of Antibiotic Prescribing Varies By Clinical Services At United States Children's Hospitals., Devin T. Diggs, Alison C. Tribble, Rebecca G. Same, Jason G. Newland, Brian R. Lee, Sharing Antimicrobial Reports For Pediatric Stewardship (Sharps) Collaborative Nov 2023

Appropriateness Of Antibiotic Prescribing Varies By Clinical Services At United States Children's Hospitals., Devin T. Diggs, Alison C. Tribble, Rebecca G. Same, Jason G. Newland, Brian R. Lee, Sharing Antimicrobial Reports For Pediatric Stewardship (Sharps) Collaborative

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: To describe patterns of inappropriate antibiotic prescribing at US children's hospitals and how these patterns vary by clinical service.

DESIGN: Serial, cross-sectional study using quarterly surveys.

SETTING: Surveys were completed in quarter 1 2019-quarter 3 2020 across 28 children's hospitals in the United States.

PARTICIPANTS: Patients at children's hospitals with ≥1 antibiotic order at 8:00 a.m. on institution-selected quarterly survey days.

METHODS: Antimicrobial stewardship physicians and pharmacists collected data on antibiotic orders and evaluated appropriateness of prescribing. The primary outcome was percentage of inappropriate antibiotics, stratified by clinical service and antibiotic class. Secondary outcomes included reasons for inappropriate use …


Comorbidity Clusters And In-Hospital Outcomes In Patients Admitted With Acute Myocardial Infarction In The Usa: A National Population-Based Study, Salwa Zghebi, Martin Rutter, Louise Sun, Waqas Ullah, Muhammad Rashid, Darren Ashcroft, Douglas Steinke, Stephen Weng, Evangelos Kontopantelis, Mamas Mamas Oct 2023

Comorbidity Clusters And In-Hospital Outcomes In Patients Admitted With Acute Myocardial Infarction In The Usa: A National Population-Based Study, Salwa Zghebi, Martin Rutter, Louise Sun, Waqas Ullah, Muhammad Rashid, Darren Ashcroft, Douglas Steinke, Stephen Weng, Evangelos Kontopantelis, Mamas Mamas

Division of Cardiology Faculty Papers

BACKGROUND: The prevalence of multimorbidity in patients with acute myocardial infarction (AMI) is increasing. It is unclear whether comorbidities cluster into distinct phenogroups and whether are associated with clinical trajectories.

METHODS: Survey-weighted analysis of the United States Nationwide Inpatient Sample (NIS) for patients admitted with a primary diagnosis of AMI in 2018. In-hospital outcomes included mortality, stroke, bleeding, and coronary revascularisation. Latent class analysis of 21 chronic conditions was used to identify comorbidity classes. Multivariable logistic and linear regressions were fitted for associations between comorbidity classes and outcomes.

RESULTS: Among 416,655 AMI admissions included in the analysis, mean (±SD) age …


Changes In Cardiovascular Spending, Care Utilization, And Clinical Outcomes Associated With Participation In Bundled Payments For Care Improvement - Advanced, Sukruth A. Shashikumar, Jie Zheng, E. John Orav, Arnold M. Epstein, Karen E. Joynt Maddox Oct 2023

Changes In Cardiovascular Spending, Care Utilization, And Clinical Outcomes Associated With Participation In Bundled Payments For Care Improvement - Advanced, Sukruth A. Shashikumar, Jie Zheng, E. John Orav, Arnold M. Epstein, Karen E. Joynt Maddox

2020-Current year OA Pubs

BACKGROUND: Bundled Payments for Care Improvement - Advanced (BPCI-A) is a Medicare initiative that aims to incentivize reductions in spending for episodes of care that start with a hospitalization and end 90 days after discharge. Cardiovascular disease, an important driver of Medicare spending, is one of the areas of focus BPCI-A. It is unknown whether BPCI-A is associated with spending reductions or quality improvements for the 3 cardiovascular medical events or 5 cardiovascular procedures in the model.

METHODS: In this retrospective cohort study, we conducted difference-in-differences analyses using Medicare claims for patients discharged between January 1, 2017, and September 30, …


Introduction To A Compendium Of Strategies To Prevent Healthcare-Associated Infections In Acute-Care Hospitals: 2022 Updates, Deborah S Yokoe, Hilary M Babcock, Erik R Dubberke, Jonas Marschall, Et Al. Oct 2023

Introduction To A Compendium Of Strategies To Prevent Healthcare-Associated Infections In Acute-Care Hospitals: 2022 Updates, Deborah S Yokoe, Hilary M Babcock, Erik R Dubberke, Jonas Marschall, Et Al.

2020-Current year OA Pubs

Since the initial publication of


A Shorter Door-In-Door-Out Time Is Associated With Improved Outcome In Large Vessel Occlusion Stroke., Adam Sigal, Derek L Isenberg, Chadd K Kraus, Daniel Ackerman, Joseph Herres, Ethan S Brandler, Alexander Kuc, Jason T Nomura, Derek R Cooney, Michael T Mullen, Huaqing Zhao, Nina T Gentile Sep 2023

A Shorter Door-In-Door-Out Time Is Associated With Improved Outcome In Large Vessel Occlusion Stroke., Adam Sigal, Derek L Isenberg, Chadd K Kraus, Daniel Ackerman, Joseph Herres, Ethan S Brandler, Alexander Kuc, Jason T Nomura, Derek R Cooney, Michael T Mullen, Huaqing Zhao, Nina T Gentile

Einstein Health Papers

Introduction: Endovascular thrombectomy (EVT) significantly improves outcomes in large vessel occlusion stroke (LVOS). When a patient with a LVOS arrives at a hospital that does not perform EVT, emergent transfer to an endovascular stroke center (ESC) is required. Our objective was to determine the association between door-in-door-out time (DIDO) and 90-day outcomes in patients undergoing EVT. Methods: We conducted an analysis of the Optimizing Prehospital Stroke Systems of Care-Reacting to Changing Paradigms (OPUS-REACH) registry of 2,400 LVOS patients treated at nine ESCs in the United States. We examined the association between DIDO times and 90-day outcomes as measured by the …


Barriers And Facilitators Of Family Rules And Routines During Pediatric Cancer Treatment., Carolyn R. Bates, Isabella K. Pallotto, Rachel Moore, Lynne Covitz, Meredith Dreyer Sep 2023

Barriers And Facilitators Of Family Rules And Routines During Pediatric Cancer Treatment., Carolyn R. Bates, Isabella K. Pallotto, Rachel Moore, Lynne Covitz, Meredith Dreyer

Manuscripts, Articles, Book Chapters and Other Papers

OBJECTIVE: Pediatric nurses work closely with families of children with new cancer diagnoses and can provide essential supports to promote coping and adjustment. This cross-sectional qualitative study aimed to gather caregiver perspectives on barriers and facilitators to adaptive family functioning during the early phases of cancer treatment, with a focus on family rules and routines.

METHODS: Caregivers (N = 44) of a child diagnosed with cancer and receiving active treatment completed a semi-structured interview about their engagement in family rules and routines. Time since diagnosis was abstracted from the medical record. A multi-pass inductive coding strategy was utilized to extract …


Effectiveness Of Individualized Counseling On The Duration Of Exclusive Breastfeeding: Study Protocol For A Multicenter, Randomized, Parallel, And Open Clinical Trial., Mariana Torreglosa Ruiz, Elisa Da Conceição Rodrigues, Karine Emanuelle Peixoto Oliveira Da Silva, Cynthya Viana De Resende, Michele Curcino Cavalcanti, Luciano Marques Dos Santos, Monika Wernet, Ana Letícia Monteiro Gomes, Marialda Moreira Christoffel, Maria Beatriz Guimarães Raponi, Jéssica Aparecida Da Silva, Jacqueline Faria De Oliveira, Divanice Contim, Ana Linares Jul 2023

Effectiveness Of Individualized Counseling On The Duration Of Exclusive Breastfeeding: Study Protocol For A Multicenter, Randomized, Parallel, And Open Clinical Trial., Mariana Torreglosa Ruiz, Elisa Da Conceição Rodrigues, Karine Emanuelle Peixoto Oliveira Da Silva, Cynthya Viana De Resende, Michele Curcino Cavalcanti, Luciano Marques Dos Santos, Monika Wernet, Ana Letícia Monteiro Gomes, Marialda Moreira Christoffel, Maria Beatriz Guimarães Raponi, Jéssica Aparecida Da Silva, Jacqueline Faria De Oliveira, Divanice Contim, Ana Linares

Nursing Faculty Publications

BACKGROUND: Despite the benefits of breastfeeding, early weaning is a reality, so less than 50% of children worldwide and in Brazil are on exclusive breastfeeding in the sixth month of life. A strategy to counteract this scenario is breastfeeding counseling. This study aims to verify the effectiveness of individualized counseling by nurses trained in breastfeeding counseling, on the duration of exclusive breastfeeding, compared to standard care.

METHODS: Multicenter, randomized, parallel, and open clinical trial, with primiparous women aged over 18 years, hospitalized in rooming-in wards at participating centers and hemodynamically stable, aware, and oriented, who had a single-fetus pregnancy and …


Reduced Heart Failure-Related Healthcare Costs With Furoscix Versus In-Hospital Intravenous Diuresis In Heart Failure Patients: The Freedom-Hf Study, Daniel Bensimhon, William S. Weintraub, William Frank Peacock, Tamas Alexy, Dalton Mclean, Donald C. Haas, Kathleen L. Deering, Stefanie J. Millar, Matthew M. Goodwin, John F. Mohr Jun 2023

Reduced Heart Failure-Related Healthcare Costs With Furoscix Versus In-Hospital Intravenous Diuresis In Heart Failure Patients: The Freedom-Hf Study, Daniel Bensimhon, William S. Weintraub, William Frank Peacock, Tamas Alexy, Dalton Mclean, Donald C. Haas, Kathleen L. Deering, Stefanie J. Millar, Matthew M. Goodwin, John F. Mohr

Abington Jefferson Health Papers

Aim: Compare heart failure (HF) costs of Furoscix use at home compared with inpatient intravenous (IV) diuresis.

Patients & methods: Prospective, case control study of chronic HF patients presenting to emergency department (ED) with worsening congestion discharged to receive Furoscix 80 mg/10 ml 5-h subcutaneous infusion for ≤7 days. 30-day HF-related costs in Furoscix group derived from commercial claims database compared with matched historical patients hospitalized for <72 h.

Results: Of 24 Furoscix patients, 1 (4.2%) was hospitalized in 30-day period. 66 control patients identified and were well-matched for age, sex, ejection fraction (EF), renal function and other comorbidities. Furoscix patients had …


Smoking Status, Nicotine Medication, Vaccination, And Covid-19 Hospital Outcomes: Findings From The Covid Ehr Cohort At The University Of Wisconsin (Cec-Uw) Study, Thomas M Piasecki, Li-Shiun Chen, Et Al. May 2023

Smoking Status, Nicotine Medication, Vaccination, And Covid-19 Hospital Outcomes: Findings From The Covid Ehr Cohort At The University Of Wisconsin (Cec-Uw) Study, Thomas M Piasecki, Li-Shiun Chen, Et Al.

2020-Current year OA Pubs

INTRODUCTION: Available evidence is mixed concerning associations between smoking status and COVID-19 clinical outcomes. Effects of nicotine replacement therapy (NRT) and vaccination status on COVID-19 outcomes in smokers are unknown.

METHODS: Electronic health record data from 104 590 COVID-19 patients hospitalized February 1, 2020 to September 30, 2021 in 21 U.S. health systems were analyzed to assess associations of smoking status, in-hospital NRT prescription, and vaccination status with in-hospital death and ICU admission.

RESULTS: Current (n = 7764) and never smokers (n = 57 454) did not differ on outcomes after adjustment for age, sex, race, ethnicity, insurance, body mass …


Reducing Readmission Rates Among Patients Who Have A Dual Diagnosis Of Both Mental And Physical Illnesses, Hannah M. Shahan May 2023

Reducing Readmission Rates Among Patients Who Have A Dual Diagnosis Of Both Mental And Physical Illnesses, Hannah M. Shahan

Electronic Theses and Dissertations

Readmission rates are a primary indicator used by acute care hospitals to determine the effectiveness of healthcare treatments and interventions. High readmission rates indicate the existence of a gap in the continuum of care. Acute care hospitals focus on the treatment of the immediately urgent physical health condition. Once the immediate presenting illness is treated or stabilized, the patient is discharged. This focus largely leaves mental illness undiagnosed and untreated. However, chronic, untreated mental illnesses are often comorbid with physical illnesses. In studies comparing patients with comorbid physical and mental illness to patients with only a physical illness, comorbidity was …


Are Cross-Sectional Safety Climate Survey Results In Operating Room Staff Associated With The Surgical Site Infection Rates In Swiss Hospitals?, Yvonne Pfeiffer, Andrew Atkinson, Judith Maag, Michael A. Lane, David Schwappach, Jonas Marschall Apr 2023

Are Cross-Sectional Safety Climate Survey Results In Operating Room Staff Associated With The Surgical Site Infection Rates In Swiss Hospitals?, Yvonne Pfeiffer, Andrew Atkinson, Judith Maag, Michael A. Lane, David Schwappach, Jonas Marschall

2020-Current year OA Pubs

OBJECTIVES: The aim of this study was to investigate the association between surgical site infections (SSIs), a major source of patient harm, and safety and teamwork climate. Prior research has been unclear regarding this relationship.

DESIGN: Based on the Swiss national SSI surveillance and a survey study assessing (a) safety climate and (b) teamwork climate, associations were analysed for three kinds of surgical procedures.

SETTING AND PARTICIPANTS: SSI surveillance data from 20 434 surgeries for hip and knee arthroplasty from 41 hospitals, 8321 for colorectal procedures from 28 hospitals and 4346 caesarean sections from 11 hospitals and survey responses from …


Strategies To Prevent Clostridioides Difficile Infections In Acute-Care Hospitals: 2022 Update, Larry K Kociolek, Dale N Gerding, Ruth Carrico, Philip Carling, Curtis J Donskey, Ghinwa Dumyati, David T Kuhar, Vivian G Loo, Lisa L Maragakis, Monika Pogorzelska-Maziarz, Thomas J Sandora, David J Weber, Deborah Yokoe, Erik R Dubberke Apr 2023

Strategies To Prevent Clostridioides Difficile Infections In Acute-Care Hospitals: 2022 Update, Larry K Kociolek, Dale N Gerding, Ruth Carrico, Philip Carling, Curtis J Donskey, Ghinwa Dumyati, David T Kuhar, Vivian G Loo, Lisa L Maragakis, Monika Pogorzelska-Maziarz, Thomas J Sandora, David J Weber, Deborah Yokoe, Erik R Dubberke

College of Nursing Faculty Papers & Presentations

No abstract provided.


Strategies To Prevent Clostridioides Difficile Infections In Acute-Care Hospitals: 2022 Update, Larry K Kociolek, Dale N Gerding, Ruth Carrico, Philip Carling, Curtis J Donskey, Ghinwa Dumyati, David T Kuhar, Vivian G Loo, Lisa L Maragakis, Monika Pogorzelska-Maziarz, Thomas J Sandora, David J Weber, Deborah Yokoe, Erik R Dubberke Apr 2023

Strategies To Prevent Clostridioides Difficile Infections In Acute-Care Hospitals: 2022 Update, Larry K Kociolek, Dale N Gerding, Ruth Carrico, Philip Carling, Curtis J Donskey, Ghinwa Dumyati, David T Kuhar, Vivian G Loo, Lisa L Maragakis, Monika Pogorzelska-Maziarz, Thomas J Sandora, David J Weber, Deborah Yokoe, Erik R Dubberke

2020-Current year OA Pubs

No abstract provided.


Molnupiravir And Risk Of Hospital Admission Or Death In Adults With Covid-19: Emulation Of A Randomized Target Trial Using Electronic Health Records, Yan Xie, Benjamin Bowe, Ziyad Al-Aly Mar 2023

Molnupiravir And Risk Of Hospital Admission Or Death In Adults With Covid-19: Emulation Of A Randomized Target Trial Using Electronic Health Records, Yan Xie, Benjamin Bowe, Ziyad Al-Aly

2020-Current year OA Pubs

OBJECTIVE: To emulate a randomized target trial to estimate the association between the antiviral drug molnupiravir and hospital admission or death in adults with SARS-CoV-2 infection in the community during the omicron predominant era who were at high risk of progression to severe covid-19.

DESIGN: Emulation of a randomized target trial using electronic health records.

SETTING: US Department of Veterans Affairs.

PARTICIPANTS: 85 998 adults with SARS-CoV-2 infection between 5 January and 30 September 2022 and at least one risk factor for progression to severe covid-19: 7818 participants were eligible for and treated with molnupiravir and 78 180 received no …


Association Of Hospital Resource Utilization With Neurodevelopmental Outcomes In Neonates With Hypoxic-Ischemic Encephalopathy, Vilmaris Quinones Cardona, Rakesh Rao, Amy Distler, Et Al. Mar 2023

Association Of Hospital Resource Utilization With Neurodevelopmental Outcomes In Neonates With Hypoxic-Ischemic Encephalopathy, Vilmaris Quinones Cardona, Rakesh Rao, Amy Distler, Et Al.

2020-Current year OA Pubs

IMPORTANCE: Intercenter variation exists in the management of hypoxic-ischemic encephalopathy (HIE). It is unclear whether increased resource utilization translates into improved neurodevelopmental outcomes.

OBJECTIVE: To determine if higher resource utilization during the first 4 days of age, quantified by hospital costs, is associated with survival without neurodevelopmental impairment (NDI) among infants with HIE.

DESIGN, SETTING, AND PARTICIPANTS: Retrospective cohort analysis of neonates with HIE who underwent therapeutic hypothermia (TH) at US children's hospitals participating in the Children's Hospitals Neonatal Database between 2010 and 2016. Data were analyzed from December 2021 to December 2022.

EXPOSURES: Infants who survived to 4 days …


Extending Outbreak Investigation With Machine Learning And Graph Theory: Benefits Of New Tools With Application To A Nosocomial Outbreak Of A Multidrug-Resistant Organism, Andrew Atkinson, Benjamin Ellenberger, Vanja Piezzi, Tanja Kaspar, Luisa Salazar-Vizcaya, Olga Endrich, Alexander B Leichtle, Jonas Marschall Feb 2023

Extending Outbreak Investigation With Machine Learning And Graph Theory: Benefits Of New Tools With Application To A Nosocomial Outbreak Of A Multidrug-Resistant Organism, Andrew Atkinson, Benjamin Ellenberger, Vanja Piezzi, Tanja Kaspar, Luisa Salazar-Vizcaya, Olga Endrich, Alexander B Leichtle, Jonas Marschall

2020-Current year OA Pubs

OBJECTIVE: From January 1, 2018, until July 31, 2020, our hospital network experienced an outbreak of vancomycin-resistant enterococci (VRE). The goal of our study was to improve existing processes by applying machine-learning and graph-theoretical methods to a nosocomial outbreak investigation.

METHODS: We assembled medical records generated during the first 2 years of the outbreak period (January 2018 through December 2019). We identified risk factors for VRE colonization using standard statistical methods, and we extended these with a decision-tree machine-learning approach. We then elicited possible transmission pathways by detecting commonalities between VRE cases using a graph theoretical network analysis approach.

RESULTS: …


The Day The Pride Of The Yankees And The Sultan Of Swat Visited Children's Mercy Hospital, Robyn Oro Jan 2023

The Day The Pride Of The Yankees And The Sultan Of Swat Visited Children's Mercy Hospital, Robyn Oro

Notes from the Archives

No abstract provided.


Architectural Design Of A Blockchain-Enabled, Federated Learning Platform For Algorithmic Fairness In Predictive Health Care: Design Science Study, Xueping Liang, Juan Zhao, Yan Chen, Eranga Bandara, Sachin Shetty Jan 2023

Architectural Design Of A Blockchain-Enabled, Federated Learning Platform For Algorithmic Fairness In Predictive Health Care: Design Science Study, Xueping Liang, Juan Zhao, Yan Chen, Eranga Bandara, Sachin Shetty

VMASC Publications

Background: Developing effective and generalizable predictive models is critical for disease prediction and clinical decision-making, often requiring diverse samples to mitigate population bias and address algorithmic fairness. However, a major challenge is to retrieve learning models across multiple institutions without bringing in local biases and inequity, while preserving individual patients' privacy at each site.

Objective: This study aims to understand the issues of bias and fairness in the machine learning process used in the predictive health care domain. We proposed a software architecture that integrates federated learning and blockchain to improve fairness, while maintaining acceptable prediction accuracy and minimizing overhead …


Creating A Primary Care Track In Prelicensure Nursing Education, Janice E. Hawkins, Lynn L. Wiles, Jamela Martin, Beth Tremblay, Karen Higgins, Ingrid Mahoney Jan 2023

Creating A Primary Care Track In Prelicensure Nursing Education, Janice E. Hawkins, Lynn L. Wiles, Jamela Martin, Beth Tremblay, Karen Higgins, Ingrid Mahoney

Nursing Faculty Publications

BACKGROUND: RNs practicing in primary care (PC) increase access to health care and contribute to better patient outcomes and cost savings, yet undergraduate nursing education traditionally focuses on disease-oriented care. This article describes a curricular track for infusing PC prelicensure programs.

METHOD: PC content is threaded across four semesters with targeted assignments and clinical experiences. Providing clinical immersion experiences with practicing RNs as preceptors in community and PC settings is a key component of this initiative.

RESULTS: Student feedback has been favorable. Students stated they gained insight to the role of RNs in PC through class assignments and clinical rotations. …


Readiness For Transfer: A Mixed-Methods Study On Icu Transfers Of Care, Soo-Hoon Lee, Clarice Wee, Phillip Phan, Yanika Kowitlawakul, Chee-Kiat Tan, Amartya Mukhopadhyay Jan 2023

Readiness For Transfer: A Mixed-Methods Study On Icu Transfers Of Care, Soo-Hoon Lee, Clarice Wee, Phillip Phan, Yanika Kowitlawakul, Chee-Kiat Tan, Amartya Mukhopadhyay

Management Faculty Publications

Objective Past studies on intensive care unit (ICU) patient transfers compare the efficacy of using standardised checklists against unstructured communications. Less studied are the experiences of clinicians in enacting bidirectional (send/receive) transfers. This study reports on the differences in protocols and data elements between receiving and sending transfers in the ICU, and the elements constituting readiness for transfer.

Methods Mixed-methods study of a 574-bed general hospital in Singapore with a 74-bed ICU for surgical and medical patients. Six focus group discussions (FGDs) with 34 clinicians comprising 15 residents and 19 nurses, followed by a structured questionnaire survey of 140 clinicians …


Emergency Preparedness And Response: Examining Rural Hospitals (Rhs) Communication Systems Before, During, And After A Natural Disaster, Geremy D. Lloyd Jan 2023

Emergency Preparedness And Response: Examining Rural Hospitals (Rhs) Communication Systems Before, During, And After A Natural Disaster, Geremy D. Lloyd

Electronic Theses and Dissertations

Introduction: Rural Hospitals (RHs) have distinctive characteristics that constitute unparalleled challenges. One of those challenges is the ability to communicate effectively in a disaster, impacting the various effects on the affected society. Research has shown that effective emergency preparedness and response (EPR) communication is paramount when communicating informed details about emergent events. Despite the evolving complexities of communication and the technology associated with disaster communication, very few studies have successfully investigated RHs communication systems before, during, and after a natural disaster. The purpose of this study was to examine and assess RHs communication systems and to highlight the strengths, identify …


Association Of Hospital Centrality In Inter-Hospital Patient-Sharing Networks With Patient Mortality And Length Of Stay, Regan W. Bergmark, Ginger Jin, Robert S. Semco, Marc Santolini, Margaret A. Olsen, Amar Dhand Jan 2023

Association Of Hospital Centrality In Inter-Hospital Patient-Sharing Networks With Patient Mortality And Length Of Stay, Regan W. Bergmark, Ginger Jin, Robert S. Semco, Marc Santolini, Margaret A. Olsen, Amar Dhand

2020-Current year OA Pubs

OBJECTIVE: The interdependence of hospitals is underappreciated in patient outcomes studies. We used a network science approach to foreground this interdependence. Specifically, within two large state-based interhospital networks, we examined the relationship of a hospital's network position with in-hospital mortality and length of stay.

METHODS: We constructed interhospital network graphs using data from the Healthcare Cost and Utilization Project and the American Hospital Association Annual Survey for Florida (2014) and California (2011). The exposure of interest was hospital centrality, defined as weighted degree (sum of all ties to a given hospital from other hospitals). The outcomes were in-hospital mortality and …


A Cross-Sectional Study Of Nurses’ Perception Toward Utilization And Barriers Of Electronic Health Record, Mohammad Alboliteeh Dec 2022

A Cross-Sectional Study Of Nurses’ Perception Toward Utilization And Barriers Of Electronic Health Record, Mohammad Alboliteeh

Makara Journal of Health Research

Background: The utilization of electronic health records (EHRs) is crucial. This study aimed to determine the perception of nurses on the utilization and barriers to the use of EHRs.

Methods: This descriptive cross-sectional study on 327 participants was conducted at the government hospitals of Hail City that use EHRs. Data collection was conducted between March and April 2022. The adapted questionnaire was used to collect the data.

Results: Nurses perceived EHRs as useful (5.76 ± 1.71), easy to use (4.74 ± 1.56), and intend to use (5.85 ± 1.81). Sex had no effect on perceived usefulness ( …