Area of research
General Health Professions · Cardiology and Cardiovascular Medicine
Research interest
Research interests include Geriatric Care and Nursing Homes, Heart Failure Treatment and Management, Palliative Care and End-of-Life Issues, and Nursing Diagnosis and Documentation.
Infection prevention and control knowledge, attitudes, and practices among patients and informal caregivers in home-based care: A systematic review.
Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure.
Identifying and Reducing Stigmatizing Language in Home Health Care With a Natural Language Processing-Based System (ENGAGE): Protocol for a Mixed Methods Study.
Fairness gaps in Machine learning models for hospitalization and emergency department visit risk prediction in home healthcare patients with heart failure.
Social Risk Factors are Associated with Risk for Hospitalization in Home Health Care: A Natural Language Processing Study
Predicting emergency department visits and hospitalizations for patients with heart failure in home healthcare using a time series risk model.
Home Health Care Clinicians' Use of Judgment Language for Black and Hispanic Patients: Natural Language Processing Study.
Having a Say Matters: The Association Between Home Health Aides' Voice and Job Satisfaction.
Clinical notes: An untapped opportunity for improving risk prediction for hospitalization and emergency department visit during home health care.
Detecting Language Associated With Home Healthcare Patient's Risk for Hospitalization and Emergency Department Visit.
Audio Recording Patient-Nurse Verbal Communications in Home Health Care Settings: Pilot Feasibility and Usability Study.
Factors associated with poor self-management documented in home health care narrative notes for patients with heart failure.
Feasibility of deploying peer coaches to mentor frontline home health aides and promote mobility among individuals recovering from a stroke: pilot test of a randomized controlled trial.
Surviving COVID-19 After Hospital Discharge: Symptom, Functional, and Adverse Outcomes of Home Health Recipients.
Continuity of Nursing Care in Home Health
Observation of Hand Hygiene Practices in Home Health Care.
Identifying Urinary Tract Infection-Related Information in Home Care Nursing Notes.
Improving Patient Prioritization During Hospital-Homecare Transition: Protocol for a Mixed Methods Study of a Clinical Decision Support Tool Implementation.
Exploring Reasons for Delayed Start-of-Care Nursing Visits in Home Health Care: Algorithm Development and Data Science Study.
Reducing Hypertension in a Poststroke Black and Hispanic Home Care Population: Results of a Pragmatic Randomized Controlled Trial.
Provider Perspectives of Medication Complexity in Home Health Care: A Qualitative Secondary Data Analysis.
Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches.
Black/Hispanic Disparities in a Vulnerable Post-Stroke Home Care Population.