Open Access. Powered by Scholars. Published by Universities.®

Medicine and Health Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Nursing

Technology

Institution
Publication Year
Publication
Publication Type

Articles 1 - 30 of 75

Full-Text Articles in Medicine and Health Sciences

A Multimodal Smartphone Application Intervention To Achieve Target Weight Goals In Overweight Adult Diabetics, Michael Thomas Schwuchow May 2023

A Multimodal Smartphone Application Intervention To Achieve Target Weight Goals In Overweight Adult Diabetics, Michael Thomas Schwuchow

Evidence-Based Practice Project Reports

Obesity is the leading risk factor for developing type 2 diabetes mellitus (American Diabetes Association, 2022). Diabetes mellitus (DM) and obesity put individuals at higher risk for developing heart disease, stroke, and hypertension, therefore, it is essential to properly manage both conditions. The purpose of this project is to determine if the implementation of an evidence-based weight loss intervention, MyFitnessPal© will result in reduction in body mass index (BMI) and lower hemoglobin A1c (HbA1c) levels in overweight adults with DM. A comprehensive literature search of six databases, hand searching, and citation chasing yielded 13 pieces of moderate to high quality …


Technology-Mediated Diabetes Prevention Program (Dpp) Benchmark Project, Devon Senical Apr 2023

Technology-Mediated Diabetes Prevention Program (Dpp) Benchmark Project, Devon Senical

MSN Capstone Projects

This benchmark project intends to broaden access to the Diabetes Prevention Program (DPP) by offering technology-mediated content at the primary care level because the Primary Care Physician (PCP) predominantly diagnoses prediabetes due to the recommendation by The U.S. Preventive Services Task Force (USPSTF) that nonpregnant overweight or obese adults aged 35 to 70 be screened for prediabetes and type 2 diabetes (Davidson et al., 2021). Thus, the primary care setting is the first opportunity to impact the conversion from prediabetes to type 2 diabetes. Of the 84 million people in the United States (U.S.) with prediabetes, they are estimated to …


Scoping Review: Positive And Negative Impact Of Technology On Clinicians, Susan Mcbride, Gregory L. Alexander, Marianne Baernholdt, Margaret Vugrin, Beth Epstein Feb 2023

Scoping Review: Positive And Negative Impact Of Technology On Clinicians, Susan Mcbride, Gregory L. Alexander, Marianne Baernholdt, Margaret Vugrin, Beth Epstein

Nursing Faculty Publications and Presentations

Background: Unnecessary electronic health record (EHRs) documentation burden and usability issues have negatively impacted clinician well-being (e.g., burnout and moral distress). Purpose: This scoping review was conducted by members from three expert panels of the American Academy of Nurses to generate consensus on the evidence of both positive and negative impact of EHRs on clinicians. Methods: The scoping review was conducted based on Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) Extension for Scoping Reviews guidelines. Results: The scoping review captured 1,886 publications screened against title and abstract 1,431 excluded, examined 448 in a full-text review, excluded 347 with …


Enabling Social Care Services For Older Adults During Periods Of Long-Term Social Isolation: Service Provider Perspectives, Amy Budrikis, Cate Parry, Claire Adams, Eyal Gringart, Moira Sim, Daniel Mcaullay, Natalie Strobel Jan 2023

Enabling Social Care Services For Older Adults During Periods Of Long-Term Social Isolation: Service Provider Perspectives, Amy Budrikis, Cate Parry, Claire Adams, Eyal Gringart, Moira Sim, Daniel Mcaullay, Natalie Strobel

Research outputs 2022 to 2026

Objective: To investigate how small, local organisations were impacted by and responded to COVID-19 in their delivery of social care services to older adults (70 years and older). Lessons learnt and future implications are discussed. Methods: Six representatives from four social care services (five females and one male) participated in individual semistructured interviews. Responses were analysed thematically. Results: The key themes identified were service providers' experience, perceived needs of older adults and adapting services. Service providers positioned themselves as front-line essential workers for their older adult clients, resulting in some emotional toll and distress for the service providers. They provided …


Interactive Technology Use And Child Development: A Systematic Review, Diana Arabiat, Mohammad A. Jabery, Suzanne Robinson, Lisa Whitehead, Evalotte Mörelius Jan 2023

Interactive Technology Use And Child Development: A Systematic Review, Diana Arabiat, Mohammad A. Jabery, Suzanne Robinson, Lisa Whitehead, Evalotte Mörelius

Research outputs 2022 to 2026

Background

There is mixed evidence regarding the impact of interactive digital devices on child development. Tentatively some studies suggested that the use of digital devices may correlate negatively with language, executive function, and motor skills. However, attempts to amalgamate this evidence has been limited related to the available number of experimental and cohort studies that have evaluated the impact of digital technology use on child development. We conducted this review to determine the impact of interactive digital devices on child development among children aged 7 years or younger. Interactive technology has been defined as methods, tools, or devices that users …


Engaging Rural Providers About The Potential Of Low-Earth Orbit Internet Satellite Supported Rural Telehealth Programs, Joshua M. Cleary Dec 2022

Engaging Rural Providers About The Potential Of Low-Earth Orbit Internet Satellite Supported Rural Telehealth Programs, Joshua M. Cleary

Doctor of Nursing Practice (DNP) Projects

Abstract

This paper describes a DNP project that was designed to address the issue of rural mental telehealth implementation barriers. One of the main barriers to rural telehealth programs has been a technical infrastructure incapable of adequately hosting the telehealth programs. Low-Earth orbit (LEO) internet technology has emerged as a way to solve the rural telehealth conundrum by offering an improved rural technical infrastructure. An integrated review was completed based on the following PICOT question: In rural providers, how does an educational outreach compared to no educational outreach affect provider adoption of new technologies? The evidence showed educational sessions as …


Technology For Faith Community Nursing Practice, Katrina Goodrich Dec 2022

Technology For Faith Community Nursing Practice, Katrina Goodrich

International Journal of Faith Community Nursing

Technology is an ever-expanding tool that can be utilized by Faith Community Nurses to enhance their practice. Technology offers options for organizing and promoting services, collaborating with others on an international level, education of both the Faith Community Nurse and their clientele, and multiple instruments for tracking and managing wellness plans.


Nurses' Experiences Implementing Eped: An Ipad Application To Guide Quality Discharge Teaching, Carol Klingbeil, Cori A. Gibson, Norah L. Johnson, Michele Polfuss, Karen Gralton, Stacee M. Lerret Dec 2022

Nurses' Experiences Implementing Eped: An Ipad Application To Guide Quality Discharge Teaching, Carol Klingbeil, Cori A. Gibson, Norah L. Johnson, Michele Polfuss, Karen Gralton, Stacee M. Lerret

College of Nursing Faculty Research and Publications

Quality discharge teaching prepares patients and families to transition safely from hospital to home. Technology can enhance and support quality discharge teaching by promoting patient family engagement during the transition. The purpose of this mixed methods study was to explore clinical nurses' experience with using Engaging Parents in Education for Discharge, an iPad application to guide quality discharge teaching. Twelve nurses at a large Midwestern Children's Hospital participated in small focus groups after use of the Engaging Parents in Education for Discharge application and completed a questionnaire on their perception of the acceptability and feasibility of the app. Findings revealed …


The Impact Of Nurse-Patient Engagement With Health Information Technology On Patient Portal Usage, Quyen Thuy Vo Jul 2022

The Impact Of Nurse-Patient Engagement With Health Information Technology On Patient Portal Usage, Quyen Thuy Vo

Doctor of Nursing Practice Scholarly Projects

The patient portal, a Health Information Technology (HIT) tool, was created to promote patient engagement with available health information to improve health outcomes. Low patient portal use of available educational interventions with a HIT tool is an identified problem at a rural hospital in North Carolina. Low usage could be related to nurses’ unfamiliarity with HIT tools. This DNP project provided nursing staff with a flipped classroom learning module on utilizing available HIT tools within the hospital setting, increasing nurses’ engagement with the patient portal. A sample of Registered Nurses (RNs) from two units who were previously taught to utilize …


Diet, Exercise, Self-Monitoring, Technology, And Motivational Interviewing For Weight Loss In Adults, Ashleigh D. Warburton May 2022

Diet, Exercise, Self-Monitoring, Technology, And Motivational Interviewing For Weight Loss In Adults, Ashleigh D. Warburton

Evidence-Based Practice Project Reports

Obesity, an epidemic in the United States (US), affected 42.4% of adults as of 2017-2018 (Hales, 2020). Comorbidities associated with obesity, such as cardiovascular disease, cancer, and diabetes (Orringer et al., 2020), are some of the leading causes of death in the US (Kochanek et al., 2020). The purpose of this evidence-based practice (EBP) project was to answer the following PICOT question: In adult patients aged 19 years or older who are considered overweight or obese as measured by body mass index (BMI) of ≥ 25 kg/m2 (P), how effective is diet and exercise combined with self-monitoring, a phone application, …


Positively Waiting: Technology As The Preferred Distractor In A Pediatric Outpatient Setting, Timothy Ernest, Victoria Maddex, Arnaldo Mejias, Lindy Davidson, Donna Ettel-Gambino Apr 2022

Positively Waiting: Technology As The Preferred Distractor In A Pediatric Outpatient Setting, Timothy Ernest, Victoria Maddex, Arnaldo Mejias, Lindy Davidson, Donna Ettel-Gambino

Patient Experience Journal

Visiting any pediatric outpatient clinic as a child may be considered a stressful and anxiety-inducing experience. The literature suggests that positive distractions, such as pet therapy and single-user electronic devices, may aid in reducing anxiety and maximizing patient satisfaction throughout the patient’s experience at a pediatric outpatient clinic. The aim of this pilot quality improvement project was to determine which positive distractions patients experienced and whether single-user electronic loaner devices should be provided to patients at pediatric outpatient facilities. A quantitative causal comparative approach was utilized in identifying patient exposure to key positive distraction techniques that may significantly decrease anxiety. …


Technology Methods In The Bariatric Postoperative Follow-Up Phase Benchmark Study, Haley Rogers Apr 2022

Technology Methods In The Bariatric Postoperative Follow-Up Phase Benchmark Study, Haley Rogers

MSN Capstone Projects

Diet and exercise seem to be the safer option for weight loss, but many individuals struggle to achieve maximum weight loss with these methods. Bariatric surgery has become a growing trend to help combat the obesity epidemic that society is now facing. A large increase in sleeve gastrectomy has been utilized and in 2013, there was a documented 468, 609 cases of bariatric surgery performed worldwide (Sherf Dagan et al., 2017). Bariatric surgery has been shown to provide the greatest level of weight loss when compared to traditional methods that include diet and exercise (Khan, 2016). Weight regain has been …


Electronic Patient Portals: Promotion Of Access By Healthcare Workers Increases Patient Engagement, Dena Todd Apr 2022

Electronic Patient Portals: Promotion Of Access By Healthcare Workers Increases Patient Engagement, Dena Todd

Doctoral Dissertations and Projects

The use of technologies within healthcare settings has become an essential part of patient care. The Health Information for Economic and Clinical Health (HITECH) Act of 2010 contained requirements for healthcare providers to ensure the Meaningful Use (MU) of electronic health records. More specifically, electronic patient portal (EPP) systems were a part of this legislation since healthcare organizations needed to demonstrate they were providing patients with access to their personal health information. A major concern was that healthcare organizations not offering EPP access were at risk of losing federal funding. This integrative literature review explores strategies which can be deployed …


Investigating Relationships Between Diabetes Distress, Diabetes Self-Care Behaviors, Intention To Use And Actual Use Of A Personal Health Record Within 30 Days Of Hospital Discharge In Persons With Type 2 Diabetes, Khaliah Fisher-Grace Dec 2021

Investigating Relationships Between Diabetes Distress, Diabetes Self-Care Behaviors, Intention To Use And Actual Use Of A Personal Health Record Within 30 Days Of Hospital Discharge In Persons With Type 2 Diabetes, Khaliah Fisher-Grace

Electronic Theses and Dissertations

Background: Diabetes distress (DD) is defined by emotional and behavioral challenges caused from diabetes and its management. Diabetes self-care behaviors can be compromised by DD. Personal Health Record (PHR) use has been associated with improvements in HbA1c, blood pressure, and LDL-C, but the relationship between DD and PHR use is unknown. Aims: 1) to determine differences between sociodemographic variables and intention to use and actual use of PHR in hospitalized persons with Type 2 Diabetes Mellitus (T2DM), 2) to investigate the relationship between DD, intention to use a PHR and actual use of a PHR within 30 days of hospital …


By Utilizing Technology Can Nursing Students Gain More Confidence And Decrease Anxiety When Communicating With Chronically Ill Patients About Their Sexual Relationship?, Sheri Rickman Patrick, Alice Butzlaff Sep 2021

By Utilizing Technology Can Nursing Students Gain More Confidence And Decrease Anxiety When Communicating With Chronically Ill Patients About Their Sexual Relationship?, Sheri Rickman Patrick, Alice Butzlaff

Faculty Research, Scholarly, and Creative Activity

Introduction
Effective communication is an essential part of nursing care. Nurses need to effectively communicate with patients, families, providers and staff. The purpose of this study was to show how the use of technology (i.e., video conferencing on an electronic device) could assist nursing students to gain more confidence and reduce anxiety when discussing difficult topics such as sexual intimacy.
Methods
Pre-licensure nursing students were recruited to participate as part of regular class activities. A pre- and post-survey asking about their confidence and anxiety in communicating with patients was completed; then subjects were randomly placed into groups of 4 to …


Technological Change And The Practice Of Healthcare Communication: Implications For Patient-Centered Care, From A Communication Ethics Perspective, Emmalee Torisk Aug 2021

Technological Change And The Practice Of Healthcare Communication: Implications For Patient-Centered Care, From A Communication Ethics Perspective, Emmalee Torisk

Electronic Theses and Dissertations

Written in a historical moment marked in many ways by the COVID-19 pandemic and the changes it has wrought, including the increased availability and use of telehealth services, this project attempts to consider the implications of the continued integration of technology into health care, centering on the following essential question: How do technological changes affect the contemporary practice of healthcare communication, particularly that which occurs between the patient—the consumer of health care—and their provider? This dissertation thus considers the ways in which such linkages of technology and health care seem to fit into a larger shift within health care …


"It's The Way You Sing It": Translating Music Therapy For Isolated Older Adults Affected By Covid-19 To The Television Screen, Eunice Wong May 2021

"It's The Way You Sing It": Translating Music Therapy For Isolated Older Adults Affected By Covid-19 To The Television Screen, Eunice Wong

Expressive Therapies Capstone Theses

The current Covid-19 pandemic has increased the likelihood of loneliness and social isolation among older adults due to the restrictions on movement and visitations in care facilities. Loneliness and social isolation have consistently been identified as risk factors for poor mental and physical health in older people. Meanwhile, a growing number of older adults are utilizing technological resources to enhance their interpersonal relationships and overall quality of life. In the winter of 2020/2021, an innovative music therapy-informed television program was designed and produced for isolated older adults in need of mental and emotional support. This project, produced jointly by a …


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 …


Investigation Of Digital Technology Use In The Transition To Parenting: Qualitative Study, Lorie Donelle, Jodi Hall, Bradley Hiebert, Kimberley Jackson, Ewelina Stoyanovich, Jessica Lachance, Danica Facca Jan 2021

Investigation Of Digital Technology Use In The Transition To Parenting: Qualitative Study, Lorie Donelle, Jodi Hall, Bradley Hiebert, Kimberley Jackson, Ewelina Stoyanovich, Jessica Lachance, Danica Facca

Nursing Publications

Background: The transition to parenting—that is, the journey from preconception through pregnancy and postpartum periods—is one of the most emotionally charged and information-intense times for individuals and families. While there is a developing body of literature on the use and impact of digital technology on the information behaviors of children, adolescents, and young adults, personal use of digital technology during the transition to parenting and in support of infants to 2 years of age is relatively understudied. Objective: The purpose of this study was to enhance our understanding of the ways digital technologies contribute to the experience of the transition …


Faculty Readiness To Integrate Clinical Simulation, Jercilla Murmu Jan 2021

Faculty Readiness To Integrate Clinical Simulation, Jercilla Murmu

DNP Research Projects

Abstract

Objective: Nursing education is called for reform in the nursing curriculum to meet the complex health care system of the 21st century. The traditional teaching model is inadequate to meet the current nursing practice and requires innovation in education using technology. Lack of faculty and clinical sites has called for alternative teaching methods such as clinical simulation. Currently, up to 50% of clinicals hours can be replaced by simulation in the prelicensure core nursing courses. However, the readiness of faculty to use the technology as an innovation strategy is not well established. This study aims to assess the readiness …


Nursing Faculty Experiences With Mobile Technology Use In The Classroom, Sue Ellen Clark Jan 2021

Nursing Faculty Experiences With Mobile Technology Use In The Classroom, Sue Ellen Clark

Walden Dissertations and Doctoral Studies

Research to date on faculty use of technology in the classroom has largely focused on student perceptions of technology, technology use in higher education, and benefits of technology use in teaching and learning. A critical factor in integrating technology relates to nursing faculty members’ mobile technology (MT) experience. The aim of this descriptive phenomenological study was to explore the experiences of nursing faculty when integrating MT in the face-to-face classroom. More precisely, this study was designed to explore the reasons for inconsistencies among faculty in the integration of MT in the face-to-face classroom in baccalaureate nursing education programs. Experiences of …


Qualitative Comparative Case Study Exploring The Interpersonal And Intrapersonal Conflicts Experienced By Nurses While Utilizing Ehr-Electronic Health Record Technology, Patricia Alejandra Casas Jan 2021

Qualitative Comparative Case Study Exploring The Interpersonal And Intrapersonal Conflicts Experienced By Nurses While Utilizing Ehr-Electronic Health Record Technology, Patricia Alejandra Casas

Department of Conflict Resolution Studies Theses and Dissertations

Nurses are the largest group of health information technology system users. As the nurses are the focal point of patient care because they interact with multiple areas under the healthcare realm and manage multiple components of patient care, the use of EHR technology is likely to have an impact on their careers and healthcare delivery outcomes. Conflicts experienced during EHR use or adoption have been researched; however, despite these studies, understanding nurses’ experiences of conflicts remain underexplored; in particular, there have been no research studies that have differentiated between interpersonal and intrapersonal conflicts experienced. The general problem addressed in this …


Improving Clinical Communication And Collaboration Through Technology, Michelle Machon Dec 2020

Improving Clinical Communication And Collaboration Through Technology, Michelle Machon

Doctor of Nursing Practice (DNP) Projects

Problem: Over the last 30 years, clinical communication methodologies in healthcare have evolved to become such disparate systems that they lead to confusion, wasted time, and clinician dissatisfaction. The Joint Commission (2016) reports up to 78% of sentinel events in hospitals are linked to communication failures, which have obvious implications for hospital systems in the quality and safety of their current communication systems.

Context: The purpose of this project was to determine the effectiveness of implementing a unified clinical communication technology platform in an acute care hospital setting and to make recommendations from that implementation to the organization’s larger health …


A New Era: Utilizing Technology Tools To Enhance Elder Independence, April Lisa Phelps Nov 2020

A New Era: Utilizing Technology Tools To Enhance Elder Independence, April Lisa Phelps

Doctoral Dissertations and Projects

The goal of this integrative review was to examine the multitude of technology tools and the evidence which supports their use to enhance elders’ independence when residing at home. Multiple journal articles and books published between July 2015 and July 2020 were examined using the PRISMA model for evidence to support or oppose the use of technology to enhance the elders’s independence. A total of 27 articles were included in the final review. An exploration of gaps in knowledge related to the issue of elders using technology tools such as wearable sensors, artificial intelligence, home monitoring, robots, mHealth, Internet of …


Generational Differences In Faculty And Student Comfort With Technology Use, Amanda Culp-Roche, Debra Hampton, Angie Hensley, Jessica L. Wilson, Amanda Thaxton-Wiggins, Jo Ann Otts, Sharon Fruh, Debra K. Moser Jul 2020

Generational Differences In Faculty And Student Comfort With Technology Use, Amanda Culp-Roche, Debra Hampton, Angie Hensley, Jessica L. Wilson, Amanda Thaxton-Wiggins, Jo Ann Otts, Sharon Fruh, Debra K. Moser

Nursing Faculty Publications

Background: Navigating through online education courses continues to be a struggle for some nursing students. At the same time, integrating technology into online courses can be difficult for nursing faculty.

Purpose: The purpose of this study was to assess faculty technology integration practices, student attitudes about technology use, and generational differences related to faculty and student technology use.

Methods: A descriptive cross-sectional survey design was used to obtain data for this study.

Results: Integration of technology into online courses and student attitudes about technology use were not significantly different by generation. Faculty and students from the Baby Boomer and Generation …


Utilizing Telehealth Technology To Reduce Social Isolation And Depression In Seniors, Bohan Farrell May 2020

Utilizing Telehealth Technology To Reduce Social Isolation And Depression In Seniors, Bohan Farrell

Doctor of Nursing Practice Final Manuscripts

Abstract

Background: Social isolation in the elderly has been identified as a risk factor for poor mental and physical health, as well as higher rates of mortality, depression, and cognitive decline. Loneliness is the unpleasant experience that occurs when a person’s network of social relationships is deficient in some important way, either quantitatively or qualitatively. Depression is a mental condition characterized by feelings of severe despondency and dejection, typically with feelings of inadequacy and guilt, and accompanied by lack of energy and disturbance of appetite and sleep. Physically, lonely people have more disorders, such as sleeping problems, stomach pain, and …


Report: Creating And Piloting A Survey To Determine Readiness In Rural Populations In Ohio, Annie Bowen, Kay Ball May 2020

Report: Creating And Piloting A Survey To Determine Readiness In Rural Populations In Ohio, Annie Bowen, Kay Ball

Doctor of Nursing Practice Scholarly Projects

In 2015, the Affordable Care Act and Medicaid expansion allowed over 700,000 Ohioans to gain access to healthcare insurance, but having health insurance did not improve access to healthcare providers. In rural populations in Ohio, there are several counties in which less than five healthcare providers are available for the entire county with little or no specialists available for patients. People in rural areas of Ohio may have significant travel time and distance to see a provider which decreases preventative health visits. Telehealth is the next big wave of technology and advancement for healthcare, but most rural populations in Ohio …


Poster: Creating And Piloting A Survey To Determine Readiness In Rural Populations In Ohio, Annie Bowen, Kay Ball May 2020

Poster: Creating And Piloting A Survey To Determine Readiness In Rural Populations In Ohio, Annie Bowen, Kay Ball

Doctor of Nursing Practice Scholarly Projects

In 2015, the Affordable Care Act and Medicaid expansion allowed over 700,000 Ohioans to gain access to healthcare insurance, but having health insurance did not improve access to healthcare providers. In rural populations in Ohio, there are several counties in which less than five healthcare providers are available for the entire county with little or no specialists available for patients. People in rural areas of Ohio may have significant travel time and distance to see a provider which decreases preventative health visits. Telehealth is the next big wave of technology and advancement for healthcare, but most rural populations in Ohio …


Integrating Technology In Improving Communication To Reduce Discharge Cycle Time, Julieta Fajardo Jan 2020

Integrating Technology In Improving Communication To Reduce Discharge Cycle Time, Julieta Fajardo

Walden Dissertations and Doctoral Studies

One of the most important milestones during a patient’s transition to care is discharge from hospital. Consequently, delays in the discharge process can lead to patient dissatisfaction and affect outcomes in intensive care and emergency rooms. The purpose of the project was to evaluate the tools built into the electronic system to improve communication and reduce the discharge cycle time. The focus of the project is to enter the expected date of discharge (EDD) and identify discharge barriers within 24-48 hours of admission to reduce this time. Evidence was from the project site’s discharge initiative dashboard. Analysis of the problem …


Interpreting Health Events In Big Data Using Qualitative Traditions, Roschelle L. Fritz, Gordana Dermody Jan 2020

Interpreting Health Events In Big Data Using Qualitative Traditions, Roschelle L. Fritz, Gordana Dermody

Research outputs 2014 to 2021

© The Author(s) 2020. The training of artificial intelligence requires integrating real-world context and mathematical computations. To achieve efficacious smart health artificial intelligence, contextual clinical knowledge serving as ground truth is required. Qualitative methods are well-suited to lend consistent and valid ground truth. In this methods article, we illustrate the use of qualitative descriptive methods for providing ground truth when training an intelligent agent to detect Restless Leg Syndrome. We show how one interdisciplinary, inter-methodological research team used both sensor-based data and the participant’s description of their experience with an episode of Restless Leg Syndrome for training the intelligent agent. …