Perceptions on Tailored Educational Messaging to Patients with Atrial Fibrillation: Towards Increased Patient Engagement and Medication Adherence, Ryan Ahmed, Michelle Drouin, Elizabeth Martin, Michael Mirro MD, FACC, FHRS, FAHA, Romisa Rohani Ghahari, Tammy Toscos PhD
Michael Mirro, MD

Teens Using Screens for Help: Impact of Suicidal Ideation, Anxiety, and Depression Levels on Youth Preferences for Telemental Health Resources., Tammy Toscos PhD, Amanda Coupe, Mindy Flanagan, Michelle Drouin, Maria D. Carpenter, Lauren Reining, Amelia Roebuck, Michael Mirro MD, FACC, FHRS, FAHA
Michael Mirro, MD

Abstract 16894: Innovation in Cardiac Care: Direct Transmission of Remote Implantable Cardioverter Defibrillator Data to Patients through Their Electronic Personal Health Records, Areej Sami, Elizabeth Chen, Carly Daley, Riddhi Doshi, Lisa Herald, Tammy Toscos PhD, David Slotwiner, Robert Plant, Michael Mirro MD, FACC, FHRS, FAHA
Michael Mirro, MD

Selection biases in technology-based intervention research: patients' technology use relates to both demographic and health-related inequities., Tammy Toscos PhD, Michelle Drouin, Jessica Pater, Mindy Flanagan, Rachel Pfafman, Michael Mirro MD, FACC, FHRS, FAHA
Michael Mirro, MD

COVID-19 Vaccination Clinic Success: An Interdisciplinary Application of Simulation and Modeling., Tammy Toscos PhD, Victor P. Cornet MS, Michelle Charles, Erica Cumbee MPA, Charlotte Gabet, Ethel Massing, R. Scott Stienecker MD
(R.) Scott Stienecker

Designing Displays of Cardiac Implantable Electronic Device Sensor Data with Patients who have Heart Failure with Reduced Ejection Fraction, Carly Daley PhD, Shauna Wagner BSN, RN, Ryan Ahmed MS, Romisa Rohani Ghahari PhD, Tammy Toscos PhD, Michael Mirro MD, FACC, FHRS, FAHA
Health Services and Informatics Research

Integrating Pharmacists in HFrEF Outpatient Care to Improve Use of Guideline-Directed Medical Therapy, Roy Robertson MD, Mindy Flanagan PhD, Kris Howard PharmD, Elizabeth Meisberger PharmD, Emily Keltner BS, MA, Lovekirat Singh MS, Carly Daley PhD, Shauna Wagner BSN, RN, Tammy Toscos PhD, Michael Mirro MD, FACC, FHRS, FAHA
Michael Mirro, MD

Designing Displays of Cardiac Implantable Electronic Device Sensor Data with Patients who have Heart Failure with Reduced Ejection Fraction, Carly Daley PhD, Shauna Wagner BSN, RN, Ryan Ahmed MS, Romisa Rohani Ghahari PhD, Tammy Toscos PhD, Michael Mirro MD, FACC, FHRS, FAHA
Michael Mirro, MD

COVID-19 Vaccination Clinic Success: An Interdisciplinary Application of Simulation and Modeling., Tammy Toscos PhD, Victor P. Cornet MS, Michelle Charles, Erica Cumbee MPA, Charlotte Gabet, Ethel Massing, R. Scott Stienecker MD
Health Services and Informatics Research

Patient efficacy in telehealth is moderated by distress among patients with cancer: a cross-sectional survey study, Joseph McCollom DO, Rachel Pfafman, Michelle Drouin, Mindy Flanagan, Tammy Toscos PhD
PCI Publications and Projects

Integrating Pharmacists in HFrEF Outpatient Care to Improve Use of Guideline-Directed Medical Therapy, Roy Robertson MD, Mindy Flanagan PhD, Kris Howard PharmD, Elizabeth Meisberger PharmD, Emily Keltner BS, MA, Lovekirat Singh MS, Carly Daley PhD, Shauna Wagner BSN, RN, Tammy Toscos PhD, Michael Mirro MD, FACC, FHRS, FAHA
Health Services and Informatics Research

Naturalistic Decision Making in Everyday Self-care Among Older Adults With Heart Failure, Carly Daley MS, Victor P. Cornet MS, Tammy Toscos PhD, Davide P. Bolchini PhD, Michael Mirro MD, Richard J. Holden PhD
Health Services and Informatics Research

Data Integration and Interoperability for Patient-Centered Remote Monitoring of Cardiovascular Implantable Electronic Devices, Carly Daley, Tammy Toscos PhD, Michael Mirro
Michael Mirro, MD

Can nurses help improve self-care of patients living with atrial fibrillation? A focus group study exploring patients' disease knowledge gaps., Tammy Toscos PhD, Amanda Coupe, Shauna Wagner, Michelle Drouin, Amelia Roebuck, Carly Daley, Maria D. Carpenter, Michael Mirro MD
Michael Mirro, MD

Patient responses to daily cardiac resynchronization therapy device data: a pilot trial assessing a novel patient-centered digital dashboard in everyday life, Tammy Toscos PhD, Carly Daley, Shauna Wagner, Amanda Coupe, Ryan Ahmed, Richard Holden PhD, Mindy Flanagan, Rachel Pfafman, Romisa Rohani Ghahari, Michael Mirro MD
Michael Mirro, MD

Technology and workflow recommendations to improve use of guideline directed medical therapy for heart failure with reduced ejection fraction., Roy Robertson MD, Ryan Ahmed, Tammy Toscos PhD, Victor P. Cornet MS, Shauna Wagner, Sarah Colletta, Carly Daley, Michael Mirro MD
Michael Mirro, MD

Patient-centered Design Grounded in User and Clinical Realities Towards Valid Digital Health, Victor P. Cornet, Carly Daley, Davide Bolchini, Tammy Toscos PhD, Michael Mirro MD, Richard J. Holden
Michael Mirro, MD

Patient decision-making personas: An application of a patient-centered cognitive task analysis (P-CTA)., Richard J Holden, Carly Daley, Robin S Mickelson, Davide Bolchini, Tammy Toscos PhD, Victor P Cornet, Amy Miller, Michael Mirro
Michael Mirro, MD

Engaging Patients in Atrial Fibrillation Management via Digital Health Technology: The Impact of Tailored Messaging., Tammy Toscos PhD, Amanda Coupe, Shauna Wagner, Ryan Ahmed, Amelia Roebuck, Mindy Flanagan, Michelle Drouin, Michael Mirro MD
Michael Mirro, MD

Organizational Models for Cardiac Implantable Electronic Device Remote Monitoring: Current and Future Directions, Carly Daley, Tammy Toscos PhD, Tina Allmandinger, Ryan Ahmed, Shauna Wagner, Michael Mirro MD
Michael Mirro, MD

Naturalistic Decision Making in Everyday Self-care Among Older Adults With Heart Failure, Carly Daley MS, Victor P. Cornet MS, Tammy Toscos PhD, Davide P. Bolchini PhD, Michael Mirro MD, Richard J. Holden PhD
Michael Mirro, MD

Medication Adherence for Atrial Fibrillation Patients: Triangulating Measures from a Smart Pill Bottle, e-prescribing Software, and Patient Communication through the Electronic Health Record, Tammy Toscos PhD, Michelle Drouin, Jessica Pater, Mindy Flanagan, Shauna Wagner, Amanda Coupe, Ryan Ahmed, Michael Mirro MD
Michael Mirro, MD

Involving Patients as Key Stakeholders in the Design of Cardiovascular Implantable Electronic Device Data Dashboards: Implications for Patient Care, Carly Daley, Romisa Rohani Ghahari, Michelle Drouin, Ryan Ahmed, Shauna Wagner, Lauren Reining, Amanda Coupe, Tammy Toscos PhD, Michael Mirro MD
Michael Mirro, MD

Uncertainty Management among Older Adults with Heart Failure, Carly Daley, Victor Cornet, Gauri Patekar, Swapnil Kosarabe, Davide Bolchini, Tammy Toscos PhD, Michael Mirro MD, Shauna Wagner, Elizabeth Martin, Romisa Rohani Ghahari, Ryan Ahmed, Amy Miller, Richard J. Holden
Michael Mirro, MD

The heart didn’t know enough to stop”: Insights from patient metaphors about living with cardiac implantable electronic devices, Carly Daley, Jennifer J. Bute PhD, Tammy Toscos PhD, Davide P. Bolchini PhD, Michael Mirro MD, Richard J. Holden PhD
Michael Mirro, MD

Untold Stories in User-Centered Design of Mobile Health: Practical Challenges and Strategies Learned From the Design and Evaluation of an App for Older Adults With Heart Failure., Victor Philip Cornet, Tammy Toscos PhD, Davide Bolchini, Romisa Rohani Ghahari, Ryan Ahmed, Carly Daley, Michael J. Mirro MD, Richard J Holden
Michael Mirro, MD

Visualization of Cardiac Implantable Electronic Device Data for Older Adults Using Participatory Design., Ryan Ahmed, Tammy Toscos PhD, Romisa Rohani Ghahari, Richard J Holden, Elizabeth Martin, Shauna Wagner, Carly Daley, Amanda Coupe, Michael Mirro MD
Michael Mirro, MD

Using cardiac implantable electronic device data to facilitate health decision making: A design study, Romisa Rohani Ghahari, Richard J. Holden, Mindy Flanagan, Shauna Wagner, Elizabeth Martin, Ryan Ahmed, Carly Daley, Rehab Tambe, Elizabeth Chen, Tina Allmandinger, Michael Mirro MD, Tammy Toscos PhD
Michael Mirro, MD

2021 Student Research Fellowship Program: SERF ABSTRACT Booklet, Timothy Becker, Kevin Y. Pei MD, MHSEd, Aysha Chaudhary BS, Jessica Pater PhD, Mindy Flanagan PhD, Rachel Pfafman MPH, Jeanne Carroll RN, FenLei Chang MD, PhD, Srikiran Dasari, Takefumi Komiya MD, Ali Farhat, Laura Fulkerson DO, Brian Henriksen PhD, Aaron Jones, Dustin M. Thomas MD, Brandon Kimes, Thein Zhu, Ivette Troitino, T. Eric White MD, John Lozo, Varun Rao BS, Michael GeRue MD, Douglas Gray MD, John Logan Reed, Thomas E. Gutwein, Jamison Kline, Heather Wolfe, Susan Stace, Emma Gilham, Lola Giwa, Tammy Toscos PhD, Shauna Wagner, Conner Powers BS, Lisa Hollister DNP, MSN,LSSBB, Dustin Petersen MD, Kellie Girardot MSN, RN, Rebecca Sims, Joseph McCollom DO, Michael Weber, Caleb Morton
Lisa Hollister

2021 Student Research Fellowship Program: SERF ABSTRACT Booklet, Timothy Becker, Kevin Y. Pei MD, MHSEd, Aysha Chaudhary BS, Jessica Pater PhD, Mindy Flanagan PhD, Rachel Pfafman MPH, Jeanne Carroll RN, FenLei Chang MD, PhD, Srikiran Dasari, Takefumi Komiya MD, Ali Farhat, Laura Fulkerson DO, Brian Henriksen PhD, Aaron Jones, Dustin M. Thomas MD, Brandon Kimes, Thein Zhu, Ivette Troitino, T. Eric White MD, John Lozo, Varun Rao BS, Michael GeRue MD, Douglas Gray MD, John Logan Reed, Thomas E. Gutwein, Jamison Kline, Heather Wolfe, Susan Stace, Emma Gilham, Lola Giwa, Tammy Toscos PhD, Shauna Wagner, Conner Powers BS, Lisa Hollister DNP, MSN,LSSBB, Dustin Petersen MD, Kellie Girardot MSN, RN, Rebecca Sims, Joseph McCollom DO, Michael Weber, Caleb Morton
Thein Zhu

Organizational Models for Cardiac Implantable Electronic Device Remote Monitoring: Current and Future Directions, Carly Daley, Tammy Toscos PhD, Tina Allmandinger, Ryan Ahmed, Shauna Wagner, Michael Mirro MD
Health Services and Informatics Research

Charting the Unknown: Challenges in the Clinical Assessment of Patients’ Technology Use Related to Eating Disorders, Jessica Pater, Fayika Farhat Nova, Amanda Coupe, Lauren Reining, Connie Kerrigan, Tammy Toscos PhD, Elizabeth D. Mynatt
Health Services and Informatics Research

User-Centered Design of a Mobile App to Support Peer Recovery in a Clinical Setting, Jessica Pater, Victor P. Cornet MS, Ryan Ahmed, Sarah Colletta, Chandra Phelan, Erik Hess, Connie Kerrigan, Tammy Toscos PhD
Health Services and Informatics Research

2021 Student Research Fellowship Program: SERF ABSTRACT Booklet, Timothy Becker, Kevin Y. Pei MD, MHSEd, Aysha Chaudhary BS, Jessica Pater PhD, Mindy Flanagan PhD, Rachel Pfafman MPH, Jeanne Carroll RN, FenLei Chang MD, PhD, Srikiran Dasari, Takefumi Komiya MD, Ali Farhat, Laura Fulkerson DO, Brian Henriksen PhD, Aaron Jones, Dustin M. Thomas MD, Brandon Kimes, Thein Zhu, Ivette Troitino, T. Eric White MD, John Lozo, Varun Rao BS, Michael GeRue MD, Douglas Gray MD, John Logan Reed, Thomas E. Gutwein, Jamison Kline, Heather Wolfe, Susan Stace, Emma Gilham, Lola Giwa, Tammy Toscos PhD, Shauna Wagner, Conner Powers BS, Lisa Hollister DNP, MSN,LSSBB, Dustin Petersen MD, Kellie Girardot MSN, RN, Rebecca Sims, Joseph McCollom DO, Michael Weber, Caleb Morton
Medical Student Research

Improving Social Determinants of Health Screening Implementation Through Collaboration: Leveraging a Clinical-Academic Partnership., Bradley E. Iott MPH, MS, Jessica Pater PhD, MS, Shauna Wagner BSN, RN, Tammy Toscos PhD, Tiffany Veinot PhD, MLS
Health Services and Informatics Research

How Parents and Their Children Used Social Media and Technology at the Beginning of the COVID-19 Pandemic and Associations with Anxiety., Michelle Drouin, Brandon T. McDaniel PhD, Jessica Pater, Tammy Toscos PhD
Health Services and Informatics Research

Technology and workflow recommendations to improve use of guideline directed medical therapy for heart failure with reduced ejection fraction., Roy Robertson MD, Ryan Ahmed, Tammy Toscos PhD, Victor P. Cornet MS, Shauna Wagner, Sarah Colletta, Carly Daley, Michael Mirro MD
Health Services and Informatics Research

Patient responses to daily cardiac resynchronization therapy device data: a pilot trial assessing a novel patient-centered digital dashboard in everyday life, Tammy Toscos PhD, Carly Daley, Shauna Wagner, Amanda Coupe, Ryan Ahmed, Richard Holden PhD, Mindy Flanagan, Rachel Pfafman, Romisa Rohani Ghahari, Michael Mirro MD
Health Services and Informatics Research

Patient decision-making personas: An application of a patient-centered cognitive task analysis (P-CTA)., Richard J Holden, Carly Daley, Robin S Mickelson, Davide Bolchini, Tammy Toscos PhD, Victor P Cornet, Amy Miller, Michael Mirro
Health Services and Informatics Research

Engaging Patients in Atrial Fibrillation Management via Digital Health Technology: The Impact of Tailored Messaging., Tammy Toscos PhD, Amanda Coupe, Shauna Wagner, Ryan Ahmed, Amelia Roebuck, Mindy Flanagan, Michelle Drouin, Michael Mirro MD
Health Services and Informatics Research

Can nurses help improve self-care of patients living with atrial fibrillation? A focus group study exploring patients' disease knowledge gaps., Tammy Toscos PhD, Amanda Coupe, Shauna Wagner, Michelle Drouin, Amelia Roebuck, Carly Daley, Maria D. Carpenter, Michael Mirro MD
Health Services and Informatics Research

Untold Stories in User-Centered Design of Mobile Health: Practical Challenges and Strategies Learned From the Design and Evaluation of an App for Older Adults With Heart Failure., Victor Philip Cornet, Tammy Toscos PhD, Davide Bolchini, Romisa Rohani Ghahari, Ryan Ahmed, Carly Daley, Michael J. Mirro MD, Richard J Holden
Health Services and Informatics Research

Parents’ Feelings about School Reopening during COVID-19: Survey Results from Northeast Indiana, Mindy Flanagan PhD, Brandon T. McDaniel PhD, Michelle Drouin PhD, Jessica Pater PhD, Tammy Toscos PhD
Health Services and Informatics Research

Involving Patients as Key Stakeholders in the Design of Cardiovascular Implantable Electronic Device Data Dashboards: Implications for Patient Care, Carly Daley, Romisa Rohani Ghahari, Michelle Drouin, Ryan Ahmed, Shauna Wagner, Lauren Reining, Amanda Coupe, Tammy Toscos PhD, Michael Mirro MD
Health Services and Informatics Research

The heart didn’t know enough to stop”: Insights from patient metaphors about living with cardiac implantable electronic devices, Carly Daley, Jennifer J. Bute PhD, Tammy Toscos PhD, Davide P. Bolchini PhD, Michael Mirro MD, Richard J. Holden PhD
Health Services and Informatics Research

Successful Pharmacist Intervention To Optimize Guideline Directed Medical Therapy in Heart Failure Patients, Roy Robertson MD, Kris Howard, Elizabeth Meisberger, Emily Keltner BS, MA, Mindy Flanagan, Shauna Wagner, Carly Daley, Tammy Toscos PhD
Health Services and Informatics Research

Medication Adherence for Atrial Fibrillation Patients: Triangulating Measures from a Smart Pill Bottle, e-prescribing Software, and Patient Communication through the Electronic Health Record, Tammy Toscos PhD, Michelle Drouin, Jessica Pater, Mindy Flanagan, Shauna Wagner, Amanda Coupe, Ryan Ahmed, Michael Mirro MD
Health Services and Informatics Research

Perceptions on Tailored Educational Messaging to Patients with Atrial Fibrillation: Towards Increased Patient Engagement and Medication Adherence, Ryan Ahmed, Michelle Drouin, Elizabeth Martin, Michael Mirro MD, FACC, FHRS, FAHA, Romisa Rohani Ghahari, Tammy Toscos PhD
Health Services and Informatics Research

Nothing New Under the Sun: How Existing Screening Programs can Inform the Design of Social Determinants of Health Screening in Health Care., Bradley Iott, Denise Anthony, Jessica Pater, Shauna Wagner, Tammy Toscos PhD, Tiffany Veinot
Health Services and Informatics Research

Uncertainty Management among Older Adults with Heart Failure, Carly Daley, Victor Cornet, Gauri Patekar, Swapnil Kosarabe, Davide Bolchini, Tammy Toscos PhD, Michael Mirro MD, Shauna Wagner, Elizabeth Martin, Romisa Rohani Ghahari, Ryan Ahmed, Amy Miller, Richard J. Holden
Health Services and Informatics Research

Selection biases in technology-based intervention research: patients' technology use relates to both demographic and health-related inequities., Tammy Toscos PhD, Michelle Drouin, Jessica Pater, Mindy Flanagan, Rachel Pfafman, Michael Mirro MD, FACC, FHRS, FAHA
Health Services and Informatics Research

Patient-centered Design Grounded in User and Clinical Realities Towards Valid Digital Health, Victor P. Cornet, Carly Daley, Davide Bolchini, Tammy Toscos PhD, Michael Mirro MD, Richard J. Holden
Health Services and Informatics Research

Visualization of Cardiac Implantable Electronic Device Data for Older Adults Using Participatory Design., Ryan Ahmed, Tammy Toscos PhD, Romisa Rohani Ghahari, Richard J Holden, Elizabeth Martin, Shauna Wagner, Carly Daley, Amanda Coupe, Michael Mirro MD
Health Services and Informatics Research

Teens Using Screens for Help: Impact of Suicidal Ideation, Anxiety, and Depression Levels on Youth Preferences for Telemental Health Resources., Tammy Toscos PhD, Amanda Coupe, Mindy Flanagan, Michelle Drouin, Maria D. Carpenter, Lauren Reining, Amelia Roebuck, Michael Mirro MD, FACC, FHRS, FAHA
Health Services and Informatics Research

"Notjustgirls": Exploring Male-related Eating Disordered Content across Social Media Platforms, Jessica Pater, Lauren Reining, Andrew D. Miller, Tammy Toscos PhD, Elizabeth D. Mynatt
Mirro Center Articles

Data Integration and Interoperability for Patient-Centered Remote Monitoring of Cardiovascular Implantable Electronic Devices, Carly Daley, Tammy Toscos PhD, Michael Mirro
Mirro Center Articles

Researcher Reflections on Human Factors and Health Equity, Richard J. Holden, Tammy Toscos PhD, Carly Daley
Health Services and Informatics Research

Mental Health and Technology Conference: Teens and Screens, Deborah McMahan MD, Connie Kerrigan, Tammy Toscos PhD, Kristina Johnson, Jay Fawver MD, Jessica Pater
Presentations and Events

Tech-obsessed teens are still human: How do teens want to communicate during times of stress?, Tammy Toscos PhD, Connie Kerrigan
Presentations and Events

Using cardiac implantable electronic device data to facilitate health decision making: A design study, Romisa Rohani Ghahari, Richard J. Holden, Mindy Flanagan, Shauna Wagner, Elizabeth Martin, Ryan Ahmed, Carly Daley, Rehab Tambe, Elizabeth Chen, Tina Allmandinger, Michael Mirro MD, Tammy Toscos PhD
Health Services and Informatics Research

Abstract 16894: Innovation in Cardiac Care: Direct Transmission of Remote Implantable Cardioverter Defibrillator Data to Patients through Their Electronic Personal Health Records, Areej Sami, Elizabeth Chen, Carly Daley, Riddhi Doshi, Lisa Herald, Tammy Toscos PhD, David Slotwiner, Robert Plant, Michael Mirro MD, FACC, FHRS, FAHA
Health Services and Informatics Research

Data Analytics and Modeling for Appointment No-show in Community Health Centers., Iman Mohammadi, Huanmei Wu, Ayten Turkcan, Tammy Toscos PhD, Bradley N Doebbeling
Mirro Center Articles

Tailored, theory-based strategies for engaging low-income populations with a personal health record, Tammy Toscos PhD, Maria Wright RN, BSN, Mindy Flanagan PhD, Kislaya Kunjan MS, MBA, Amy Olson-Miller MS, Bradley N. Doebbeling MD, MS
Health Services and Informatics Research

Access Is Meaningful (AIM): Working with Community Health Centers to Improve Access to Care., Tammy Toscos PhD, Maria D. Carpenter RN, BSN, Kislaya Kunjan MS, MBA, Iman Mohammadi MS, Amy Miller, Brad N. Doebbeling MD, MS, Huanmei Wu PhD
Health Services and Informatics Research

Missing links: challenges in engaging the underserved with health information and communication technology, Maria D. Wright, Mindy Flanagan, Kislaya Kunjan, Bradley N. Doebbeling, Tammy Toscos PhD
Health Services and Informatics Research

A Multidimensional Data Warehouse for Community Health Centers., Kislaya Kunjan, Tammy Toscos PhD, Ayten Turkcan, Brad N Doebbeling
Mirro Center Articles

Patient-centered appointment scheduling using agent-based simulation., Ayten Turkcan, Tammy Toscos PhD, Brad N Doebbeling
Health Services and Informatics Research

Designing for positive health affect: Decoupling negative emotion and health monitoring technologies, Tammy Toscos PhD, Kay Connelly, Yvonne Rogers
Health Services and Informatics Research

Integrating an Automated Diabetes Management System into the family management of children with type 1 diabetes: results from a 12-month randomized controlled technology trial., Tammy Toscos PhD, Stephen W Ponder, Barbara J Anderson, Mayer B Davidson, Martin L Lee, Elaine Montemayor-Gonzalez, Patricia Reyes, Eric Link, Kevin L McMahon
Health Services and Informatics Research

Barriers to physical activity: a study of self-revelation in an online community., Tammy Toscos PhD, Sunny Consolvo, David W McDonald
Health Services and Informatics Research

"…is it normal to be this sore?":: using an online forum to investigate barriers to physical activity, Tammy Toscos PhD, Sunny Consolvo, David W. McDonald
Health Services and Informatics Research

Encouraging physical activity in teens. Can technology help reduce barriers to physical activity in adolescent girls?, Tammy Toscos PhD, Anne Faber, Kay Connelly, Adity Mutsuddi Upoma
Health Services and Informatics Research

Chick clique: persuasive technology to motivate teenage girls to exercise, Tammy Toscos PhD, Anne Faber, Shunying An, Mona Praful Gandhi
Health Services and Informatics Research

Mobile applications that empower people to monitor their personal health, Kay Connelly, A M. Faber, Y Rogers, Katie Siek, Tammy Toscos PhD
Health Services and Informatics Research