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Full-Text Articles in Health Information Technology

Improvements Upon Reprocessing Of Orthopedic Single-Use Instruments, Alyssa P. Nguyen Dec 2026

Improvements Upon Reprocessing Of Orthopedic Single-Use Instruments, Alyssa P. Nguyen

Master's Projects and Capstones

Internal Medline data for Hospital A, a level I academic trauma center, identified a quality gap due to improper segregation and underutilization of orthopedic single-use device reprocessing bins. The baseline reprocessing rate of 4% for orthopedic products results in missed sustainability opportunities, financial strain, and increased regulated waste. A proposed quality improvement intervention implemented updated communication strategies, visual management tools, and education modules to reinforce current reprocessing workflows and close knowledge gaps. Outcome measures include the percentage of SUDs collected for reprocessing, survey results on reprocessing awareness, and potential financial savings in Appendix I. Early data showed a 10% year-to-year …


Cultural Tailoring Of Digital Nutrition Interventions: A Scoping Review Of Adaptation Strategies, Evaluation Methods, And Evidence Gaps, Wendy Liang Aug 2026

Cultural Tailoring Of Digital Nutrition Interventions: A Scoping Review Of Adaptation Strategies, Evaluation Methods, And Evidence Gaps, Wendy Liang

Master's Projects and Capstones

Background: Nutrition-related chronic diseases disproportionately affect culturally diverse populations, highlighting the need for effective and equitable interventions. Digital nutrition interventions have expanded rapidly due to their accessibility; however, the extent to which they incorporate and evaluate cultural tailoring remains unclear.

Research aim: This scoping review maps the existing evidence on culturally tailored digital nutrition interventions, describes cultural adaptation strategies used, examines methods used to evaluate cultural appropriateness, and identifies gaps for future research and public health practice.

Methods: A scoping review was conducted following the PRISMA-ScR guidelines.

Findings: Culturally tailored digital nutrition interventions generally improved participant engagement, acceptability, and dietary …


Improving Documentation Of Skin Assessment In The Med-Surg Overflow Microsystem, Min Kim, Mikeal A. Swift Aug 2026

Improving Documentation Of Skin Assessment In The Med-Surg Overflow Microsystem, Min Kim, Mikeal A. Swift

Master's Projects and Capstones

Abstract

Problem

Hospital-acquired pressure injuries (HAPIs) remain a costly patient safety concern with increased morbidity and prolonged hospitalization. Inconsistent admission skin assessment documentation in a 24-bed overflow medical–surgical microsystem led to delayed wound identification and misclassification.

Context

A baseline needs assessment (n = 15) identified key barriers, including low nurse confidence utilizing Rover (mobile software application) and linking photos to the LDA (lines-drains-airway) in the electronic health record.

Intervention

A bundle of 6 components was tested over 12 weeks: standardization of the two-RN skin assessments within 8 hours of admission or transfer; optimization of Rover photo capture and LDA linkage; …


Does The Addition Of Digital Care Along With Standard Chemotherapy Teaching That Is Provided At City Of Hope Increase Patient Satisfaction And Confidence?, Sheridan Wendy Lomeli, Brooklin Mize, Tatyana Franco, Daniela Naemi Aug 2025

Does The Addition Of Digital Care Along With Standard Chemotherapy Teaching That Is Provided At City Of Hope Increase Patient Satisfaction And Confidence?, Sheridan Wendy Lomeli, Brooklin Mize, Tatyana Franco, Daniela Naemi

Master's Projects and Capstones

Chemotherapy education is critical when it comes to improving patient confidence, reducing anxiety, and enhancing symptom management. However, there is still a variety of patients who begin their infusion therapy with a limited understanding of what to expect. This quality improvement project was conducted at an outpatient infusion center, exploring whether combining traditional nurse-led chemotherapy education calls with a digital care platform would enhance patient satisfaction and confidence compared to standard care alone. A total of forty-one adult oncology patients participated in an educational survey at the end of each follow-up phone call, which was completed three days after their …


Implementing The Brief Confusion Assessment Method (Bcam) Delirium Screening Tool In An Emergency Department, Carolina Van Dalen Dec 2024

Implementing The Brief Confusion Assessment Method (Bcam) Delirium Screening Tool In An Emergency Department, Carolina Van Dalen

Master's Projects and Capstones

Problem: Persons with delirium have an elevated risk of falls. Thus, falls and delirium are inextricably linked. Both should be routinely screened for older adults.

Context: A 40-bed Emergency Department (ED) in the East San Francisco Bay area of Northern California and the first site among all acute care hospitals in the organization to implement the Brief Confusion Assessment Method (bCAM) delirium scoring tool within the Electronic Health Record (EHR).

Interventions: An EHR toolkit for delirium screening using bCAM was developed, tested, and implemented in the ED.

Measures: The outcome measure was the percentage of patients with a reported fall …


Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria Dec 2023

Data Quality: Integral To Cauti Surveillance And Improvement In Non-Critical Care Units, Mary Grace Daria

Master's Projects and Capstones

Background: Urinary tract infections (UTIs) are the most common type of healthcare-acquired infection (HAI), with 75% approximately associated with urinary catheter use. The key to preventing UTIs is to avoid the use of indwelling urinary catheters (IUCs). This study explores denominator data extract logic modifications to increase IUC data capture and accuracy. It is set in a 249-bed acute care, teaching hospital in the Diablo Service Area in Northern California.

Problem: The electronic system used to extract the CAUTI denominator data is inconsistently capturing the IUC device days from the electronic medical record (EMR). This has regulatory reporting ramifications and …


Using Critical Incident Debriefing After Code Blue Events To Support Registered Nurses, David L. Boyd May 2023

Using Critical Incident Debriefing After Code Blue Events To Support Registered Nurses, David L. Boyd

Doctor of Nursing Practice (DNP) Projects

Using Critical Incident Debriefing after Code Blue Events to Support Registered Nurses

Section I: Abstract

Background: During a code blue event (CBE), the environment becomes highly stressful and intense. Nurses rapidly transition from performing life-saving procedures on their patients to carrying out their usual duties. Without proper debriefing, nurses cannot properly process their emotions leading to increased burnout and secondary traumatic stress (Stamm, 2010).

Local Problem: In 2021, the nurses at Providence Saint John’s Health Center (2021a) responded to 110 CBEs, a 43% increase from 2020. Without a process for critical incident debriefing (CID), these nurses were exposed to trauma …


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 …


Increasing Continuous Positive Airway Pressure Compliance With Various Telemedicine Interventions: An Integrated Literature Review, Tracy Partington Dec 2021

Increasing Continuous Positive Airway Pressure Compliance With Various Telemedicine Interventions: An Integrated Literature Review, Tracy Partington

Doctor of Nursing Practice (DNP) Projects

Aims and Objectives. This literature review's objective was to synthesize evidence from previously published literature on telemedicine interventions' effectiveness on CPAP (Continuous Positive Airway Pressure) therapy compliance.

Background. It is estimated that 22 million Americans suffer from a form of Sleep Apnea (SA), and those up to 80 percent of the cases of moderate to severe Obstructive Sleep Apnea (OSA) are undiagnosed (Sleep Apnea, n,d). The first-line therapy for OSA is CPAP. However, CPAP therapy is associated with low compliance rates.

Design. Systematic review.

Method. A multi-database literature search was conducted to identify published literature between 2009 and 2020. …


Improving Medication Administration Safety In A Correctional Facility With An Electronic Medication Administration System, Rosalinda Salazar Dec 2021

Improving Medication Administration Safety In A Correctional Facility With An Electronic Medication Administration System, Rosalinda Salazar

Master's Projects and Capstones

Problem: According to the World Health Organization (2020), medication errors are one of the leading causes of injury and avoidable harm in health care globally.

Context: The county jail houses approximately 700 inmates/patients on a daily basis, and the potential for error when administering medications is high as medications are prepared manually using a paper medication administration record.

Interventions: The jail began using an electronic health record/barcode administration system on October 19, 2020.

Measures: Unusual occurrence reports related to medication errors were reviewed. The time frame included 6 months before electronic implementation, and 6 months after implementation.

Results: Unusual occurrence …


Facilitating Well-Rounded Clinical Experience For Psychiatric Nurse Practitioner Students, Joan Alviar Fraino, Nancy Selix Sep 2021

Facilitating Well-Rounded Clinical Experience For Psychiatric Nurse Practitioner Students, Joan Alviar Fraino, Nancy Selix

Nursing and Health Professions Faculty Research and Publications

There is a steady increase in demand for mental health services and a lack of providers. Recent societal changes resulting from the COVID-19 pandemic have increased these needs. Psychiatric mental health nurse practitioners (PMHNP) are well suited to offer these services. High-quality clinical PMHNP student experiences are based on well-rounded curricula in a variety of clinical settings. Meeting the need for clinical education and finding high-quality preceptors is especially challenging during the pandemic due to the lack of preceptors and access to care for in-person services. Creative approaches are needed to meet student clinical experience needs.


Technology-Based Advance Care Planning Education For Primary Care Patients, Taryn Achong May 2021

Technology-Based Advance Care Planning Education For Primary Care Patients, Taryn Achong

Doctor of Nursing Practice (DNP) Projects

Background: Advance Care Planning (ACP) encompasses a multidisciplinary, collaborative process that allows patients to understand their health and make informed decisions in their treatment plans. Considering the COVID-19 pandemic and recent research, ACP is considered imperative for all patients. Evidence-based approaches include supplemental group sessions, case manager interventions, and provision of at-home resources. Within the pandemic, there has also been a rapid shift to telemedicine, restricting most ACP efforts. Therefore, the utilization of technology-based ACP resources and telemedicine is highly supported.

Purpose: This DNP project serves to assist an internal medicine practice located in Hawaii’s metropolitan area. Although the …


Implementing Simulation In Icu New Graduate Nursing Orientation: Introducing Two Practice Innovations, Aiza Quinday Msn Dec 2020

Implementing Simulation In Icu New Graduate Nursing Orientation: Introducing Two Practice Innovations, Aiza Quinday Msn

Master's Projects and Capstones

A change project involving the use of innovative wearable simulation technology was integrated into the 12-week new graduate nurse ICU training program at one community hospital in Northern California. Project implementation was interrupted by the Covid-19 pandemic, so only the first pilot training session was conducted. Initial results from this training session suggest that the simulation training had a positive impact on the nurses’ ability to assess patient breath sounds and to recognize and treat a rapidly deteriorating patient. This training session also allowed the project team to identify additional areas of skill assessment and opportunities for improvement for the …


An Innovative Approach Using Virtual Sitter Video Monitoring For Fall Reduction In The Medical-Surgical Microsystem, Roman Kutu Dec 2020

An Innovative Approach Using Virtual Sitter Video Monitoring For Fall Reduction In The Medical-Surgical Microsystem, Roman Kutu

Master's Projects and Capstones

Abstract

Problem: Although many fall prevention protocols have been utilized across hospital settings, the patient fall rate in one acute care medical-surgical microsystem continues to be a significant safety problem. Despite many safety precautions, including external bed and chair alarms, twelve falls were recorded in 2019, and fifteen falls occurred in this unit's 2020 fiscal year.

Context: Despite identifying risk factors for falls and employing several fall prevention protocols, patient falls are the most common adverse and challenging patient safety event for hospitals. One of the most common interventions to reduce falls has been the utilization of in-person sitters; …


Promoting Community Engagement Through Basic User Tutorial Of Epa Geospatial Screening Tools, Jonas Nguyen Aug 2020

Promoting Community Engagement Through Basic User Tutorial Of Epa Geospatial Screening Tools, Jonas Nguyen

Master's Projects and Capstones

Social inequalities are riddled with health disparities and outcomes leading toward lower life expectancy. Communities of color, low income, and rural neighborhoods lack the voice and resources to effectively oppose industrial settlement which would likely lead to the release of toxic wastes into the water, air and ground ultimately affecting residential health. Empowering members through community engagement is a relatively new strategic process where researchers are finding mutual benefits in design, implementation, and results. This study aims to identify and promote tools for community engagement within the scope of environmental justice by working with EPA geospatial screening tools and designing …


Tele Critical Care Implementation And Education Project, Jeffrey Dover Aug 2020

Tele Critical Care Implementation And Education Project, Jeffrey Dover

Master's Projects and Capstones

Abstract

Problem: The intensive care unit has the highest rate of mortality and patient care costs in the hospital. There are significant challenges in improving care and controlling costs. One solution adopted by many healthcare organizations is intensive care telemedicine. Commonly known as eICUs or Tele Critical Care (TCC). These specialty units provide access to intensivists and nurses 24-hours a day and has shown success in reducing mortality and length of stay while providing cost savings.

Challenges exist in introducing telemedicine to a new setting. Barriers identified are high initial cost of equipment, competing priorities for resources, and nurse acceptance. …


Preparing Healthcare Staff For Cardiac Arrest Codes In The Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes, Rowan Edwards, Rn Dec 2019

Preparing Healthcare Staff For Cardiac Arrest Codes In The Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes, Rowan Edwards, Rn

Master's Projects and Capstones

Preparing Healthcare Staff for Cardiac Arrest Codes in the Outpatient Clinical Setting: Code Drill Training Improves Patient Outcomes

The acuity of care provided in outpatient clinical settings across the United States continues to rise. It is estimated that more than 350,000 cardiac arrests occur outside of a hospital each year (AHA, 2019). For the purpose of this clinical nurse leader (CNL)-lead quality improvement project, the relevant focus is directed towards improving the knowledge, physical skills and perceptions of healthcare staff within an urgent care center (UCC) regarding the application of advanced rescue skills. It is important to note that the …


Standardization Of Postoperative Care Guidelines For Pediatric Cleft Palate Patients, Tatyana Grib, Macy Therese G. Andrada, Julie C. Barragan, Amanda K. Dailor, Samantha T. Gerber, Mercedes S. Greenberg Dec 2019

Standardization Of Postoperative Care Guidelines For Pediatric Cleft Palate Patients, Tatyana Grib, Macy Therese G. Andrada, Julie C. Barragan, Amanda K. Dailor, Samantha T. Gerber, Mercedes S. Greenberg

Master's Projects and Capstones

At a large, community-based pediatric hospital in Southern California, a quality improvement project commenced with a goal to improve patient outcomes by decreasing length of stay and pain levels, while increasing toleration of feeds. Implementing a standardized guideline would ensure safe practice across the continuum and allow providers to use a systematic tool for postoperative care, including nursing care interventions and medications. The Root-Cause- Analysis tool was used to assess the microsystem and determine the contributing factors to the identified problem. A SWOT analysis was then performed, followed by a plan to collect data from all pediatric cleft palate procedures …


Forecasting Model For Disease Propensity Using Ehr Data, Soodabeh Sarafrazi, Omar Sharif, Matthew Domingo, Jie Han, Michael Chang, Omid Khazaie, Anil Kemisetti Apr 2019

Forecasting Model For Disease Propensity Using Ehr Data, Soodabeh Sarafrazi, Omar Sharif, Matthew Domingo, Jie Han, Michael Chang, Omid Khazaie, Anil Kemisetti

Creative Activity and Research Day - CARD

Many diseases such as diabetes and cardiovascular diseases are actionable, i.e. they are preventable by early intervention. One to two years of early warning would represent a huge advance in dealing with these conditions and could help prevent further complications such as heart disease, stroke, kidney failure, blindness, and amputation. In this project, we are developing an extensible condition forecasting model to assess the risk of diabetes and heart problems in patients in advance. Using TensorFlow, Elastic MapReduce (EMR), and AWS Sagemaker, we are training a Wide and Deep Neural Network on a dataset of more than 170 million electronic …


Finding The Narrative In Incident Reports, La'eeqa Aslam Dec 2018

Finding The Narrative In Incident Reports, La'eeqa Aslam

Master's Projects and Capstones

The Progress Foundation, as licensed by the state of California and the Community Care Licensing, is required to use incident reports for internal audits and remain in compliance as a health facility. Incident reports are used to record events or accidents that have occurred within an organization. Often times, reports are made, handed off, and given from the residence home to the Community Care Licensing with little to no information of how an incident was managed. The Progress Foundation is working towards tracking information from the incident reports to improve internal management and understand the trends in the reports.

In …


Data Aggregation Reporting Tool For Implementation In Home Health Fall Reduction Program, Jose Alberto Cruz Dec 2017

Data Aggregation Reporting Tool For Implementation In Home Health Fall Reduction Program, Jose Alberto Cruz

Master's Projects and Capstones

Abstract

Falls are a major preventable problem in healthcare that affects people of all ages but disproportionately affects the frail and elderly. Fall reduction programs play a significant role in reducing falls and fall related injuries and are a critical component in Home Health settings. This project takes place in a home health and hospice services agency. The purpose of the project consisted of aggregating fall data for benchmarking metrics to bring the agency’s Fall Reduction Program closer to compliance with state and national fall prevention guidelines. Two hundred and three fall event reports were analyzed and a problem arose …


Implementing The Weefim System In Outpatient Pediatric Rehabilitation, Chelsea Ratilainen Aug 2017

Implementing The Weefim System In Outpatient Pediatric Rehabilitation, Chelsea Ratilainen

Master's Projects and Capstones

Abstract

This project was designed to achieve an unmet criteria in the accreditation process for the outpatient pediatric rehabilitation program at a local, community hospital in the greater Bay Area. The clients range from 6 months old to 20 years old with functional disabilities. The Commission of Accreditation of Rehabilitation Facilities (CARF) requires that applicants demonstrate outcome measure data over a 6 month time period. During the self-evaluation process this was noted to be a deficiency in the department’s efforts. The WeeFIM system was chosen as the first tool to implement in the department. This is a functional improvement measurement …


Health Informatics Solution To Indoor Air Pollution: An Opportunity For Epidemiological Research, Rhys Fay Min Chua Aug 2017

Health Informatics Solution To Indoor Air Pollution: An Opportunity For Epidemiological Research, Rhys Fay Min Chua

Master's Projects and Capstones

Indoor air pollution accounts for the particulate matters and chemical compounds from outdoor sources that penetrate into the home environment. It also contains chemical particles from cleaning products, wall paints, personal care products, indoor combustion, and microbial agents. Mounting evidence links sources from indoor air pollution to sick building syndrome (SBS). SBS decreases human productivity, impacts learning abilities, and has the potential to trigger existing asthmatic symptoms, cause dizziness, nausea, fatigue, irritation to the lungs, etc. To improve the management of IAQ among population health and for environmental health to keep up with its technological counterpart, it is crucial to …


Business Intelligence Competencies: Making Healthcare Data Come Alive, Christina Bivona-Tellez Aug 2017

Business Intelligence Competencies: Making Healthcare Data Come Alive, Christina Bivona-Tellez

Doctor of Nursing Practice (DNP) Projects

Business Intelligence Competencies: Making Healthcare Data Come Alive While a wealth of healthcare related data exists, nurse leaders (NL) have yet to understand its implications and adopt analytical skills to lead in the transformation of care delivery. Information science is at a new frontier for nursing to embrace. It is critical for nursing leadership to advance and support business intelligence (BI) and interactive data visualization (IDV) skills across the organization and advocate for greater engagement of nurses in health system decision making. With these new tools and competencies, nursing and other health professions can innovate best practices, providing enhanced quality, …


Implementation Of An Innovative Early Warning System: Evidenced-Based Strategies For Ensuring System-Wide Nursing Adoption, Shirley S. Paulson Aug 2017

Implementation Of An Innovative Early Warning System: Evidenced-Based Strategies For Ensuring System-Wide Nursing Adoption, Shirley S. Paulson

Doctor of Nursing Practice (DNP) Projects

Early deterioration in adult medical-surgical patients is associated with increased intensive care unit and hospital mortality (Goldhill, 2001). Failure to recognize deterioration is a preventable patient safety and quality issue. To address this problem, since 2013, Kaiser Permanente Northern California (KP NCAL) has piloted Advance Alert Monitor (AAM) at two hospitals. This early warning system employs a set of predictive models developed by the KP NCAL Division of Research, which automatically predicts patient deterioration within the next 12 hours based on a complex algorithm of laboratory and clinical data points. Improvements in mortality and length of stay have been realized …


Virus-Host Co-Evolution: Determining The Origin Of Human Cytomegalovirus Us27 And Us28, Jessica A. Scarborough, Juliet Spencer, John Paul Apr 2016

Virus-Host Co-Evolution: Determining The Origin Of Human Cytomegalovirus Us27 And Us28, Jessica A. Scarborough, Juliet Spencer, John Paul

Creative Activity and Research Day - CARD

G protein-coupled receptors (GPCR) are the largest family of cell surface proteins, found in organisms from yeast to humans. Human cytomegalovirus (HCMV) is a widespread pathogen that is particularly skilled at evading immune detection and defense mechanisms, largely due to extensive co-evolution with its host’s immune system. One aspect of this co-evolution involves the acquisition of four virally encoded GPCR homologs: US27, US28, UL33 and UL78. In this research, phylogenetic analysis was used to investigate the origins of the US27 and US28 genes, which are adjacent in the viral genome. The results indicate that both US27 and US28 share the …


Videoconferencing For Improved Access To Care, Alana L. Hernandez Dec 2015

Videoconferencing For Improved Access To Care, Alana L. Hernandez

Master's Projects and Capstones

The aim of this project is to increase the amount of education visits completed by pharmacy nurses in an outpatient infusion clinic for patients receiving 5-fluoracil chemotherapy. Two approaches have been applied: securing additional nursing staff; and implementing a telehealth delivery system that utilizes asynchronous video and videoconferencing. The intervention will employ an internet-based application to secure a videoconferencing session between patients and nurses that are 25 miles apart; and offer a patient education video that will be used and an adjunct to videoconferencing. Microsystem data obtained by auditing schedules and patient charts showed pharmacy nurses completed 0% of pharmacy-patient …


Process Change At An All-Volunteer Run Clinic With Pcmh Level 1 Recognition, Erin Flynn Jul 2015

Process Change At An All-Volunteer Run Clinic With Pcmh Level 1 Recognition, Erin Flynn

Master's Projects and Capstones

This project directly involves the Clinical Nurse Leader (CNL) essential Informatics and Healthcare Technologies, and the CNL role function will be to act as a Team Manager. (AACN, 2013). The global aim of this process improvement is to improve the clinic workflow to increase patient and provider satisfaction in a Patient-Centered Medical Home (PCMH). The need for this project was discovered during the process of applying for PCMH recognition (of which the clinic has now earned level 1), and successful implementation of this project will meet PCMH guidelines. While applying for PCMH recognition, a clinic workflow document had to be …


A Geospatial Analysis Of Norovirus Outbreaks In California, And An Investigation Of The Impact Of Environmental Variables, Alexandra Groen May 2015

A Geospatial Analysis Of Norovirus Outbreaks In California, And An Investigation Of The Impact Of Environmental Variables, Alexandra Groen

Master's Projects and Capstones

Previous studies and empirical evidence suggest norovirus outbreaks in California exhibit correlation with environmental variables and exhibit spatial spread patterns. Few studies have been done looking at what causes norovirus seasonality in temperate climates and more research is needed on the regional level. This study aims to find what relationships exist with outbreak occurrence and environmental variables in California, as well as any spatial patterns of spread or clustering of outbreaks. Spatial analysis tools were used to find any relationships between California norovirus outbreak data and environmental variables. The results showed a south to north spread of outbreaks in California …


Innovative Workforce Plan: Recently Graduated Nurses As Super Users For Ehr Implementation In A Multi-Hospital Organization, Katherine L. Bullard Dec 2014

Innovative Workforce Plan: Recently Graduated Nurses As Super Users For Ehr Implementation In A Multi-Hospital Organization, Katherine L. Bullard

Doctor of Nursing Practice (DNP) Projects

A regional health system’s decision to rapidly implement a new electronic health record (EHR) in order to meet Stage 2 meaningful use requirements led to a need for innovative cost-containment strategies. Tapping the local pool of unemployed newly graduated nurses as half the required super user workforce leveraged the technology skills of novice nurses registered nurses as trainers of experienced nurses in five hospitals. The novel workforce migrated from hospital to hospital, thereby reducing the number of experienced nurses reassigned to super user duties in each hospital. This strategy also reduced the amount of contract labor required to backfill nurse …