Hwayoung Cho

Hwayoung Cho, PhD, RN

Assistant Professor

Department: Family, Community and Health Systems Science
Business Phone: (352) 273-6347
Business Email: hcho@ufl.edu

About Hwayoung Cho

Teaching

Dr. Cho teaches graduate Nursing and Nursing Informatics courses for Doctor of Nursing Practice (DNP) programs, including Applied Statistical Analysis, Theory and Research for Nursing, Research Methods and Evidence-Based Practice, and Nursing Informatics and Information Management.

Research

Expertise: electronic health records (EHRs)/clinical decision support (CDS); mHealth; usability; artificial intelligence (AI)/machine learning (ML); health disparities; symptom care

Dr. Cho’s research has focused on using technology for underserved populations to reduce health disparities, promote health outcomes and improve health-related quality of life. Her research work focuses on generating real-world evidence and translating it into informatics tools to facilitate the implementation of evidence-based practice. Specifically, her expertise is to establish the usability of technology-based interventions (e.g., mHealth apps) for patients in underserved communities (racial and ethnic minorities and those from low-socioeconomic groups) and AI/ML-driven EHR-based clinical decision support (CDS) tools developed leveraging large-scale real-world EHR data for clinicians in hospitals.

Service

Dr. Cho holds memberships in the American Medical Informatics Association (AMIA), Academy Health, Sigma Theta Tau International, and Eastern Nurses Research Society. Her service activities include serving on professional association committees such as Member-at-Large for AMIA Clinical Research Informatics Working Groups, AI faculty search committee at UF Health Science Center, Scientific Program Committee for AMIA conferences, Guest Editor of the Special Issue “Mobile Health Technology” for the (international) MDPI Journals Future Internet, and reviewing manuscripts.

Accomplishments

Impact Award
2024 · University of Florida College of Nursing
Pilot Project Award
2023-2024 · University of Florida College of Nursing
Guest Editor of the Special Issue, Mobile Health Technology
2022-Current · MDPI Journals Future Internet (ISSN 1999-5903)
Member-at-large
2021-2023 · American Medical Informatics Association Clinical Research Informatics Working Groups
Search Committee: Determinants of Health for UF Health Artificial Intelligence (AI) Positions
2021-2023 · UF Health Science Center
Scientific Program Committee – Clinical Research Informatics
2019-Current · American Medical Informatics Association conferences
Postdoctoral fellowship
2017-2019 · Columbia University School of Nursing
Predoctoral research assistantship
2015-2017 · Columbia University School of Nursing
Dean’s scholarship for academic excellence
2011 · Hanyang University, Seoul, Korea
Awards of academic excellence
2010 · Korean Society of Nursing Science, Seoul, Korea
Awards of the first grade student with the highest GPA
2010 · Hanyang University, Seoul, Korea

Teaching Profile

Courses Taught
2020-2023
NGR7970L Adv Nursing Project
2020-2022
NGR6101 Theory and Research for Nursing
2020
NUR3737C Principles of Personalized Nursing Care 1
2020-2025
NGR6870 Nursing Informatics and Informationa Management
2020-2023
NGR6840 Applied Statistical Analysis I
2021
NUR3227C Principles of Personalized Nursing Care 2
2022
NUR4815 Professional Nursing Transformation
2022-2023
NGR6905 Individual Study
2023
NUR3106 Lead and Inspire 1: Professional Nursing Practice
2024
NGR6850 Research Methods and Evidence-Based Practice
2024
NUR3168 Lead and Inspire 2: Research and Evidence-Based Nursing

Research Profile

Dr. Cho’s areas of expertise are nursing informatics – implementation science using user-centered design and rigorous usability evaluations (including both quantitative/qualitative approaches, such as an innovative eye-tracking method, a card sorting technique, a heuristic evaluation, a cognitive walk-through, think-aloud protocols, focus groups and in-depth interviews) and data science leveraging artificial intelligence (AI), machine learning (ML) with large-scale real-world data from EHRs and claims data Her seminal research contributions include developing, testing, and implementing mobile health applications to support symptom management for people with HIV (PWH) in their everyday life and clinical decision support tools integrated with electronic health records (EHRs) to support optimal decision-making processes and reduce cognitive burden for clinicians in practice.

Publications

Academic Articles
2024
A Scoping Review of Observational Research on Cannabis Use for Symptom Management in HIV and Cancer: Implications for Cannabis Nursing
Journal of Clinical Nursing. [DOI] 10.1111/jocn.17565.
2024
A simulated patient with sepsis enhances confidence navigating clinical practice guidelines
Teaching and Learning in Nursing. 19(3) [DOI] 10.1016/j.teln.2024.05.002.
2024
Demographics, Trends, and Clinical Characteristics of HIV Pre-Exposure Prophylaxis Recipients and People Newly Diagnosed with HIV from Large Electronic Health Records in Florida.
AIDS patient care and STDs. 38(1):14-22 [DOI] 10.1089/apc.2023.0220. [PMID] 38227279.
2024
Early childhood (1-5 years) obesity prevention: A systematic review of family-based multicomponent behavioral interventions.
Preventive medicine. 181 [DOI] 10.1016/j.ypmed.2024.107918. [PMID] 38417469.
2024
Electronic health record system use and documentation burden of acute and critical care nurse clinicians: a mixed-methods study
Journal of the American Medical Informatics Association. 31(11):2540-2549 [DOI] 10.1093/jamia/ocae239. [PMID] 39259920.
2024
Emergency Department Discharge Teaching Interventions: A Scoping Review
Journal of Emergency Nursing. 50(3):444-462 [DOI] 10.1016/j.jen.2023.12.012.
2024
Implementation and delivery of electronic health records training programs for nurses working in inpatient settings: a scoping review
Journal of the American Medical Informatics Association. 31(11):2740-2748 [DOI] 10.1093/jamia/ocae228. [PMID] 39225789.
2024
Navigating the Global Landscape of Nursing Informatics Research Collaboration: A Blueprint for Success.
Studies in health technology and informatics. 315:526-530 [DOI] 10.3233/SHTI240205. [PMID] 39049314.
2024
Newer glucose-lowering drugs and risk of suicidal ideation and behaviours: A network meta-analysis of randomized outcome trials.
Diabetes, obesity & metabolism. 26(10):4783-4786 [DOI] 10.1111/dom.15822. [PMID] 39075921.
2024
Nonpharmacologic Interventions for Reducing the Transition From Acute to Chronic Low Back Pain: A Scoping Review
Topics in Pain Management. 40(1):1-9 [DOI] 10.1097/01.tpm.0001026464.99030.d2.
2024
Sodium‐glucose cotransporter 2 inhibitors and the risk of Parkinson disease in real‐world patients with type 2 diabetes
Diabetes, Obesity and Metabolism. 26(12):5727-5736 [DOI] 10.1111/dom.15943. [PMID] 39256938.
2024
The use of artificial intelligence for graduate nursing education: An educational evaluation.
Journal of the American Association of Nurse Practitioners. 36(9):486-490 [DOI] 10.1097/JXX.0000000000001059. [PMID] 39051986.
2024
Use of Electronic Health Records and Documentation Burden Among Nurses in Acute and Critical Care
Studies in Health Technology and Informatics. [DOI] 10.3233/shti240325.
2023
Do Walk Step Reminders Improve Physical Activity in Persons Living With HIV in New York City?—Results From a Randomized Clinical Trial
Journal of the Association of Nurses in AIDS Care. 34(6):527-537 [DOI] 10.1097/jnc.0000000000000427.
2023
Efficacy of an mHealth self-management intervention for persons living with HIV: the WiseApp randomized clinical trial
Journal of the American Medical Informatics Association. 30(3):418-426 [DOI] 10.1093/jamia/ocac233. [PMID] 36469808.
2023
Examining Care Planning Efficiency and Clinical Decision Support Adoption in a System Tailoring to Nurses’ Graph Literacy: National, Web-Based Randomized Controlled Trial
Journal of Medical Internet Research. 25 [DOI] 10.2196/45043. [PMID] 37566456.
2023
Representation of Environmental Concepts Associated with Health Impacts in Computer Standardized Clinical Terminologies.
Yearbook of medical informatics. 32(1):36-47 [DOI] 10.1055/s-0043-1768746. [PMID] 38147848.
2023
The relationship between electronic health records user interface features and data quality of patient clinical information: an integrative review
Journal of the American Medical Informatics Association. 31(1):240-255 [DOI] 10.1093/jamia/ocad188. [PMID] 37740937.
2022
Application of Natural Language Processing to Learn Insights on the Clinician’s Lived Experience of Electronic Health Records.
Studies in health technology and informatics. 289:81-84 [DOI] 10.3233/SHTI210864. [PMID] 35062097.
2022
Assessing the Usability of a Clinical Decision Support System: Heuristic Evaluation
JMIR Human Factors. 9(2) [DOI] 10.2196/31758. [PMID] 35536613.
2022
Conducting a representative national randomized control trial of tailored clinical decision support for nurses remotely: Methods and implications.
Contemporary clinical trials. 118 [DOI] 10.1016/j.cct.2022.106712. [PMID] 35235823.
2022
Spiritual Interventions Delivered by Nurses to Address Patients’ Needs in Hospitals or Long-Term Care Facilities: A Systematic Review.
Journal of palliative medicine. [DOI] 10.1089/jpm.2021.0578. [PMID] 35085471.
2021
Efficacy, Use, and Usability of the VIP-HANA App for Symptom Self-management in PLWH with HANA Conditions.
AIDS and behavior. 25(6):1699-1710 [DOI] 10.1007/s10461-020-03096-6. [PMID] 33386508.
2020
Application of Social Network Analysis of COVID-19 Related Tweets Mentioning Cannabis and Opioids to Gain Insights for Drug Abuse Research.
Studies in health technology and informatics. 272:5-8 [DOI] 10.3233/SHTI200479. [PMID] 32604586.
2020
Application of Topic Modeling to Tweets as the Foundation for Health Disparity Research for COVID-19.
Studies in health technology and informatics. 272:24-27 [DOI] 10.3233/SHTI200484. [PMID] 32604591.
2020
Applying Artificial Intelligence to Predict Self-Reported Poor Health Among Black and Hispanic Caregivers with Mild Cognitive Impairment.
Studies in health technology and informatics. 272:433-436 [DOI] 10.3233/SHTI200588. [PMID] 32604695.
2020
Factors Related to Biological Sex Differences in Engagement with Healthcare Providers in Persons Living with HIV.
AIDS and behavior. 24(9):2656-2665 [DOI] 10.1007/s10461-020-02823-3. [PMID] 32140878.
2020
Usability of a Consumer Health Informatics Tool Following Completion of a Clinical Trial: Focus Group Study
Journal of Medical Internet Research. 22(6) [DOI] 10.2196/17708. [PMID] 32538796.
2019
A Multi-step Usability Evaluation of a Self-Management App to Support Medication Adherence in Persons Living with HIV
International Journal of Medical Informatics. 122:37-44 [DOI] 10.1016/j.ijmedinf.2018.11.012. [PMID] 30623782.
2019
Examining Interventions Designed to Support Shared Decision Making and Subsequent Patient Outcomes in Palliative Care: A Systematic Review of the Literature
American Journal of Hospice and Palliative Medicine®. 36(1):76-88 [DOI] 10.1177/1049909118783688. [PMID] 29925244.
2019
Eye-tracking retrospective think-aloud as a novel approach for a usability evaluation.
International journal of medical informatics. 129:366-373 [DOI] 10.1016/j.ijmedinf.2019.07.010. [PMID] 31445278.
2019
Multi-Modal Methodology for Adapting Digital Health Tools to New Populations: Adaptation of the Video Information Provider (VIP) for Persons Living with HIV with HIV-Associated Non-AIDS (HANA) Conditions.
Studies in health technology and informatics. 264:1347-1351 [DOI] 10.3233/SHTI190446. [PMID] 31438145.
2019
Use of the FITT framework to understand patients’ experiences using a real-time medication monitoring pill bottle linked to a mobile-based HIV self-management app: A qualitative study.
International journal of medical informatics. 131 [DOI] 10.1016/j.ijmedinf.2019.08.009. [PMID] 31561192.
2018
A Mobile Health Intervention for HIV Prevention Among Racially and Ethnically Diverse Young Men: Usability Evaluation
JMIR mHealth and uHealth. 6(9) [DOI] 10.2196/11450. [PMID] 30194060.
2018
A multi-level usability evaluation of mobile health applications: A case study
Journal of Biomedical Informatics. 86:79-89 [DOI] 10.1016/j.jbi.2018.08.012. [PMID] 30145317.
2018
Health Information Technology Usability Evaluation Scale (Health-ITUES) for Usability Assessment of Mobile Health Technology: Validation Study
JMIR mHealth and uHealth. 6(1) [DOI] 10.2196/mhealth.8851. [PMID] 29305343.
2018
Mobile Health Technology for Improving Symptom Management in Low Income Persons Living with HIV.
AIDS and behavior. 22(10):3373-3383 [DOI] 10.1007/s10461-017-2014-0. [PMID] 29299790.
2018
Supervised Physical Activity and Improved Functional Capacity among Adults Living with HIV: A Systematic Review.
The Journal of the Association of Nurses in AIDS Care : JANAC. 29(5):667-680 [DOI] 10.1016/j.jana.2018.05.001. [PMID] 29861318.
2018
Understanding the predisposing, enabling, and reinforcing factors influencing the use of a mobile-based HIV management app: A real-world usability evaluation.
International journal of medical informatics. 117:88-95 [DOI] 10.1016/j.ijmedinf.2018.06.007. [PMID] 30032969.
2018
Usability Testing of a mHealth App to Support Self-Management of HIV-Associated Non-AIDS Related Symptoms.
Studies in health technology and informatics. 250:106-110 [PMID] 29857399.
2017
A Health-Related Quality-of-Life Measure for Use in Patients with HIV: A Validation Study.
AIDS patient care and STDs. 31(2):43-48 [DOI] 10.1089/apc.2016.0252. [PMID] 28051875.
2017
A Mobile Video Information Provider (VIP) for Dissemination of Evidence from Patient-Centered Outcomes Research for Improving Symptom Management
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2017
Nurse practitioner-physician co-management of primary care patients: The promise of a new delivery care model to improve quality of care
Health Care Management Review. 44(3):235-245
2017
Predictors of willingness to use a smartphone for research in underserved persons living with HIV.
International journal of medical informatics. 99:53-59 [DOI] 10.1016/j.ijmedinf.2017.01.002. [PMID] 28118922.
2017
Technology-Mediated Interventions and Quality of Life for Persons Living with HIV/AIDS. A Systematic Review.
Applied clinical informatics. 8(2):348-368 [DOI] 10.4338/ACI-2016-10-R-0175. [PMID] 28401246.
2013
Right ventricular myocardial performance index is decreased with severe pressure-overload cardiac hypertrophy in young rats.
Pediatric cardiology. 34(7):1556-66 [DOI] 10.1007/s00246-013-0678-4. [PMID] 23467728.

Grants

Aug 2024 ACTIVE
Disparities in Risk of Dementia among People Living with HIV using Real-World Data
Role: Principal Investigator
Funding: NATL INST OF HLTH NIA
Jul 2024 ACTIVE
AI-based Clinical decision support to idenTify wOmeN for HIV testing and PrEP in Florida (ACTION-HIV)
Role: Principal Investigator
Funding: NATL INST OF HLTH NIMH

Education

Postdoctoral training
2017-2019 · Columbia University School of Nursing
Ph.D. in Nursing
2017 · Columbia University School of Nursing

Contact Details

Phones:
Business:
(352) 273-6347
Emails:
Business:
hcho@ufl.edu
Addresses:
Business Mailing:
PO Box 100197
GAINESVILLE FL 32610
Business Street:
1225 CENTER DR
GAINESVILLE FL 32610