Led by Tammy Toscos, Director of Health Services and Informatics Research, the team researches how to use technology to impact patient behaviors and engagement to improve health outcomes and workflow for providers. Projects focus on social-behavioral, cardiology, public health, data science, and health informatics that are sponsored internally by Parkview Health or externally funded through federal or private grants. The team collaborates with Parkview clinicians, patients, and community partners to conduct research and quality improvement projects ranging from focus groups and online surveys to workflow and technology evaluation, supported by their in-house User Experience lab.
The HSIR team also hosts student interns throughout the year who work directly with research scientists on private and federally funded studies. In this internship program, students gain experience in a variety of aspects of the research process, such as research ethics, the daily management of research studies, observational coding, qualitative coding, data analysis, and the presentation of research findings.
Submissions from 2023
Peripheral Neuropathy in Long-COVID Patients: Demographic Distribution and Risk Factors, Jason Li, Camden Bohn, Noah Todd, Jessica Pater, Jeanne Carroll, Brian Henriksen, and Fen-Lei Chang
Safe to drive-safe to have sex:" Young adults perceptions of 0.08 BrAC limit to consenting to sex after consuming alcohol, Tiffany L. Marcantonio, Kristen N. Jozkowski, Michelle Drouin, and M Willis
Artificial Intelligence (AI) is here to stay: What do family life educators and family scientists need to know?, Brandon T. McDaniel PhD and I Joyce Chang
School-Issued Devices for Home Use in Kindergarten through 5th Grade and Parent Perceptions of Child Learning, Behavior, and Conflict, Brandon T. McDaniel PhD, Nathalie Gullo, Zachary Kaiser, Lauren Reining, I. Joyce Chang, and Michelle Drouin PhD
Online Risks for Youth and Families, Brandon T. McDaniel PhD and Jessica Pater PhD
Parents’ desire to change phone use: Associations with objective smartphone use and feelings about problematic use and distraction, Brandon T. McDaniel, Jessica Pater, Victor Cornet, Safia Mughal, Lauren Reining, Alexandra Schaller, Jenny Radesky, and Michelle Drouin
Parents' Desire to Change Phone Use: Associations with Objective Smartphone Use and Feelings About Problematic Use and Distraction., Brandon T. McDaniel PhD, Jessica Pater, Victor P. Cornet MS, Safia Mughal, Lauren Reining, Alexandria Schaller, Jenny Radesky, and Michelle Drouin PhD
Pilot Study of a Screen-Free Week: Exploration of Changes in Parent and Child Screen Time, Parent Well-Being and Attitudes, and Parent-Child Relationship Quality, Brandon T. McDaniel PhD, Sydney Rasmussen, Lauren Reining, Leesha Culp, and Kacey Deverall
Integrating Signals of Online Harassment into Clinical Practices, Fayika Farhat Nova
Behavioral Health Grants Overview 2022, Parkview Health
Social Media is not a Health Proxy: Differences Between Social Media and Electronic Health Record Reports of Post-COVID Symptoms, Jessica Pater, Amanda Coupe, Fayika Farhat Nova, Rachel Pfafman, Jeanne Carroll, Abigal Bouwer, Camden Bohn, Jason Li, Noah Todd, Fen-Lei Chang, and Shion Guha
Identifying motivations for relationship alternatives : analyzing college students' backburner relationships, Narissra Maria Punyanunt-Carter, V. Santiago Arias, Jayson L. Dibble, Michelle Drouin, Joris Van Ouytsel, Ryan J. Martinez, and Thomas R. Wagner
A retrospective review of 30-day hospital readmission risk after open heart surgery in patients with atrial fibrillation, Varun Rao, Genaro DeLeon, Aish Thamba, Mindy Flanagan, Kathleen Nickel, Michael Gerue, and Douglas Gray
Conceptualizing care partners' burden, stress, and support for reintegrating Veterans: a mixed methods study., Nicholas A Rattray, Mindy Flanagan, Allison Mann, Leah Danson, Ai-Nghia Do, Diana Natividad, Katrina Spontak, and Gala True
Conceptualizing care partners' burden, stress, and support for reintegrating Veterans: a mixed methods study., Nicholas A Rattray, Mindy Flanagan, Allison Mann, Leah Danson, Ai-Nghia Do, Diana Natividad, Katrina Spontak, and Gala True
The Association Between Reintegration, Perceptions of Health and Flourishing During Transition from Military to Civilian Life Among Veterans with Invisible Injuries, Nicholas Rattray, Mindy Flanagan, Michelle Salyers, Diana Natividad, Ai-Nghia Do, Richard Frankel, Katrina Spontak, and Marina Kukla
Cost and utilization of healthcare services for persons with diabetes., Evan L Reynolds, Kara Mizokami-Stout, Nathaniel M Putnam, Mousumi Banerjee, Dana Albright, Lynn Ang, Joyce Lee, Rodica Pop-Busui, Eva L Feldman, and Brian C Callaghan
1010-P: Cost and Utilization of Health Care Services for Persons with Diabetes, EVAN L. REYNOLDS, Kara R. MIZOKAMI-STOUT, NATHANIEL PUTNAM, MOUSUMI BANERJEE, DANA ALBRIGHT, JOYCE M. LEE, RODICA BUSUI, EVA L. FELDMAN, and BRIAN C. CALLAGHAN
Rethinking" Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child-Welfare, Devansh Saxena, Erina Seh-Young Moon, Aryan Chaurasia, Yixin Guan, and Shion Guha
Attachment security and problematic media use in infancy: A longitudinal study in the United States, Jane Shawcroft, Sarah M. Coyne, Lisa Linder, Brandon N. Clifford, and Brandon T. McDaniel PhD
Rapid implementation of Veterans Health Administration telehealth creative arts therapies: survey evaluation of adoption and adaptation, Kristin M. Story, Mindy Flanagan, Sheri L. Robb, Dawn M. Bravata, Matthew J. Bair, David Otto, and Teresa M. Damush
Blending theoretical approaches in the co-design of a digital tool to support substance use disorder care, Tammy Toscos, Jessica Pater, Victor P. Cornet MS, Lauren Reining, Mindy Flanagan, Michelle Drouin, and Erik Hess
Submissions from 2022
Evaluation of standardized psychological screening for pediatric inpatients., Dana K. Albright PhD, Allison Gornik, Melissa Andersen, Kimberly Monroe, and Kristin A. Kullgren
Structured exposure in an unstructured setting: Case study of parental exposure intervention to increase parental mastery of medical care during inpatient hospitalization., Dana K. Albright PhD, Kristin A. Kullgren, and Melissa Andersen
Human-Centered Data Science: An Introduction, Cecilia Aragon, Shion Guha PhD, Marina Kogan, Michael Muller, and Gina Neff
Digital distraction or accessible aid? Parental media use during feedings and parent-infant attachment, dysfunction, and relationship quality, Sarah M. Coyne, Jane Shawcroft, Megan Gale, Stephanie M. Reich, Lisa Linder, Brandon T. McDaniel PhD, Laura Stockdale, and McCall Booth
Digital distraction or accessible aid? Parental media use during feedings and parent-infant attachment, dysfunction, and relationship quality, Sarah M. Coyne, Jane Shawcroft, Megan Gale, Stephanie M. Reich, Lisa Linder, Brandon T. McDaniel PhD, Laura Stockdale, and McCall Booth
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, and Richard J. Holden PhD
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; and Michael Mirro MD, FACC, FHRS, FAHA
Is chatting with a sophisticated chatbot as good as chatting online or FTF with a stranger, Michelle Drouin
Differences Between Gender and Relationship Status in Motivations and Consequences of Consensual Sexting Among Emerging Adults, Kirsten M. Greer, Kyla M. Cary, Megan K. Maas, Michelle Drouin, and Tara L. Cornelius
Respiratory ECMO Survival Prediction (RESP) Score for COVID-19 Patients Treated with ECMO., Hariom Joshi MD, Mindy Flanagan, Rakeshkumar Subramanian MD, and Michelle Drouin
Health informatics interventions to minimize out-of-pocket medication costs for patients: what providers want., Karalyn A Kiessling, Bradley E Iott, Jessica Pater, Tammy Toscos, Shauna Wagner, Laura M Gottlieb, and Tiffany C Veinot
Moment-to-Moment Observation of Parental Media Use and Parent-Child Interaction: Quality and Media Multitasking, Lisa Linder, Brandon T. McDaniel PhD, and Heather Jaffe
Mindful Parenting and Parent Technology Use: Examining the Intersections and Outlining Future Research Directions, Melissa A. Lippold, Brandon T. McDaniel PhD, and Todd M. Jensen
Partners with lower relationship commitment are more likely to use technology during couple leisure time, Justin Matthew and Brandon T. McDaniel PhD
Self-Regulation as a Protective Factor for Diabetes Distress and Adherence in Youth with Type 1 Diabetes During the COVID-19 Pandemic., Alison L Miller, Dana K. Albright PhD, Katherine W Bauer, Hurley O Riley, Marisa E Hilliard, Julie Sturza, Niko Kaciroti, Sharon L Lo, Katy M Clark, Joyce M Lee, and Emily M Fredericks
Cultivating the Community: Inferring Influence within Eating Disorder Networks on Twitter, Fayika Farhat Nova, Amanda Coupe, Elizabeth D. Mynatt, Shion Guha PhD, and Jessica Pater
Uncovering Adverse Childhood Experiences (ACEs) from Clinical Narratives within the Electronic Health Record, Fayika Farhat Nova, Rachel Pfafman, Kelley Kardys, Connie Kerrigan, Shion Guha PhD, and Jessica Pater
Social media activity: its impact on career-related perceptions, Kimberly W. O'Connor, Kimberly S. McDonald, Brandon T. McDaniel PhD, and Gordon Schmidt
No Humans Here: Ethical Speculation on Public Data, Unintended Consequences, and the Limits of Institutional Review, Jessica Pater, Casey Fiesler, and Michael Zimmer
The Work of Digital Social Re-entry in Substance Use Disorder Recovery, Chandra Phelan, Jeremy Heyer, Rachel Pfafman, Connie Kerrigan, Golfo K. Tzilos Wernette, Lynn Dombrowski, Andrew D. Miller, and Jessica Pater
Neuropsychological Outcomes in Individuals With Type 1 and Type 2 Diabetes., Nathaniel M Putnam, Evan L Reynolds, Mousumi Banerjee, Kara Mizokami-Stout, Dana K. Albright PhD, Joyce Lee, Rodica Pop-Busui, Eva L Feldman, and Brian C Callaghan
"It's a mess sometimes": patient perspectives on provider responses to healthcare costs, and how informatics interventions can help support cost-sensitive care decisions., Olivia K Richards, Bradley E Iott, Tammy Toscos, Jessica Pater, Shauna Wagner, and Tiffany C Veinot
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; and Michael Mirro MD, FACC, FHRS, FAHA
New-onset psychosis following COVID-19 infection in a patient with no psychiatric history: A longitudinal case report., Matthew Runyan, Jay Fawver, Amanda Coupe, and Michelle Drouin
Unpacking Invisible Work Practices, Constraints, and Latent Power Relationships in Child Welfare through Casenote Analysis, Devansh Saxena, Seh Young Moon, Dahlia Shehata, and Shion Guha PhD
How to Train a (Bad) Algorithmic Caseworker: A Quantitative Deconstruction of Risk Assessments in Child Welfare, Devansh Saxena, Charles Repaci, Melanie D. Sage, and Shion Guha PhD
Perhaps It Was Too Soon: College Students' Reflections on the Timing of Their Sexual Debut., Susan Sprecher, Lucia F O'Sullivan, Michelle Drouin, Julie Verette-Lindenbaum, and Marion C Willetts
Interrogating Human-centered Data Science: Taking Stock of Opportunities and Limitations. In CHI Conference on Human Factors in Computing Systems Extended Abstracts, Anissa Tanweer; Cecilia R. Aragon; Michael Muller; Shion Guha MS, PhD; Gina Neff; and Marina Kogan
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, and R. Scott Stienecker MD
Submissions from 2021
Simmering on the Back Burner or Playing with Fire? Examining the Consequences of Back-Burner Digital Communication Among Ex-Partners., John A Banas, Jayson L Dibble, Elena Bessarabova, and Michelle Drouin
Communication and Algorithmic Decision Making in a Virtual Healthcare Context., Lillian Campbell, Amrita George, and Shion Guha PhD
Organizational Models for Cardiac Implantable Electronic Device Remote Monitoring: Current and Future Directions, Carly Daley, Tammy Toscos PhD, Tina Allmandinger, Ryan Ahmed, Shauna Wagner, and Michael Mirro MD
Fanning the flames of back burner relationships electronically: Prevalence and implications for romances and well-being among adults., Jayson L. Dibble, John A. Banas, and Michelle Drouin
Romance and Dating in the Digital Age: Impacts of Computer-Mediated Communication and a Global Pandemic., Jayson L Dibble and Brandon T. McDaniel PhD
Examining the roles of marital status and sex on communication with backburners on social media, Michelle Drouin, Irum Abbasi, Jayson L. Dibble, and Brandon T. McDaniel PhD
Technology use during evening routines, bedtime satisfaction, and impacts on individual and relational well-being, Michelle Drouin and Brandon T. McDaniel PhD
Intimate Partner Violence Screening in Perinatal Facilities Throughout Parkview Health, Lola Giwa, Tammy Toscos, and Shauna Wagner
Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations., Kamrul Hasan MD, Masanul Aziz MD, Ishrak Islam Zarif MD, Mahmudul Hasan, Mma Hashem, Shion Guha PhD, Richard R Love, and Sheikh Ahamed
Relational impacts of capitalization in early parenthood., Yunying Le, Steffany J Fredman, Amy D Marshall, Sy-Miin Chow, Brandon T. McDaniel PhD, Jean-Philippe Laurenceau, and Mark E Feinberg
The impact of parent and child media use on parent-child attachment in early childhood, Lisa K. Linder, Brandon T. McDaniel PhD, Laura Stockdale, and Sarah M. Coyne
The DISRUPT: A measure of parent distraction with phones and mobile devices and associations with depression, stress, and parenting quality., Brandon T. McDaniel PhD
Maternal nighttime phone use and impacts on daily happiness and exhaustion., Brandon T. McDaniel PhD, Elizabeth L Adams, Emily E Hohman, Victor P. Cornet MS, Lauren Reining, and Zachary Kaiser
Are You Going to Delete Me? Latent Profiles of Post-Relationship Breakup Social Media Use and Emotional Distress., Brandon T. McDaniel PhD, Michelle Drouin, Jayson Dibble, Adam M Galovan, and Madison Merritt
Work-related technoference at home and feelings of work spillover, overload, life satisfaction and job satisfaction, Brandon T. McDaniel PhD, Kimberly O'Conner, and Michelle Drouin
Work-related technoference at home and feelings of work spillover, overload, life satisfaction and job satisfaction, Brandon T. McDaniel PhD, Kimberly OConner, and Michelle Drouin
“You phubbed me for that?” Reason given for phubbing and perceptions of interactional quality and exclusion, Brandon T. McDaniel PhD and Eric Wesselmann
The Relationship between Dark Triad Personality Traits and Sexting Behaviors among Adolescents and Young Adults across 11 Countries., Mara Morelli, Flavio Urbini, Dora Bianchi, Roberto Baiocco, Elena Cattelino, Fiorenzo Laghi, Piotr Sorokowski, Michal Misiak, Martyna Dziekan, Heather Hudson, Alexandra Marshall, Thanh Truc T Nguyen, Lauren Mark, Kamil Kopecky, René Szotkowski, Ezgi Toplu Demirtaş, Joris Van Ouytsel, Koen Ponnet, Michel Walrave, Tingshao Zhu, Ya Chen, Nan Zhao, Xiaoqian Liu, Alexander Voiskounsky, Nataliya Bogacheva, Maria Ioannou, John Synnott, Kalliopi Tzani-Pepelasi, Vimala Balakrishnan, Moses Okumu, Eusebius Small, Silviya Pavlova Nikolova, Michelle Drouin, and Antonio Chirumbolo
Facebook Promotes More Harassment" Social Media Ecosystem, Skill and Marginalized Hijra Identity in Bangladesh, Fayika Farhat Nova, Michael Ann DeVito, Pratyasha Saha, Kazi Shohanur Rashid, Shashwata Roy Turzo, Sadia Afrin, and Shion Guha PhD
How Do Age, Sex, Political Orientation, Religiosity, and Sexism Affect Perceptions of Sex Assault/Harassment Allegations?, Kimberly W. OConner, Michelle Drouin, and Tyler Niedermeyer
Social media activity: its impact on career-related perceptions, Kimberly W. OConner, Kimberly S. McDonald, Brandon T. McDaniel PhD, and Gordan B. Schmidt
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, and Tammy Toscos PhD
Standardizing Reporting of Participant Compensation in HCI: A Systematic Literature Review and Recommendations for the Field, Jessica Pater, Amanda Coupe, Rachel Pfafman, Chanda Phelan, Tammy Toscos, and Maia Jacobs
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, and Elizabeth D. Mynatt
Introduction to the special issue on communication technologies and relationships, Daniel Perlman, Susan Sprecher, and Michelle Drouin
A Framework of High-Stakes Algorithmic Decision-Making for the Public Sector Developed through a Case Study of Child-Welfare, Devansh Saxena, Karla Badillo-Urquiola, Pamela J. Wisniewski, and Shion Guha PhD
Is it fair to simply tell parents to use their phones less? A qualitative analysis of parent phone use., Chioma Torres, Jenny Radesky, Kimberley J Levitt, and Brandon T. McDaniel PhD
Social learning in the digital age: Associations between technoference, mother-child attachment, and child social skills., Danielle Zayia, Leandra Parris, Brandon T. McDaniel PhD, Gregory Braswell, and Corinne Zimmerman
Submissions from 2020
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; and Tammy Toscos PhD
Assessment in Pediatric Psychology Consultation-Liaison, Dana K. Albright PhD, Teryn Bruni, and William Kronenberger
54-LB: Control Yourself: Impact of Self-Regulation on Diabetes Management in Adolescents, Dana K. Albright PhD, Hurley O. Riley, Emily Fredericks, Julie Sturza, Sharon Lo, Katy M. Clark, Joyce M. Lee, and Alison L. Miller
The Role of Parent Self-Regulation in Youth Type 1 Diabetes Management., Katherine W Bauer, Marisa E Hilliard, Dana K. Albright PhD, Sharon L Lo, Emily M. Fredericks, and Alison L Miller
Consensual Sexting among College Students: The Interplay of Coercion and Intimate Partner Aggression in Perceived Consequences of Sexting., Tara L Cornelius, Kathryn M Bell, Tylor Kistler, and Michelle Drouin
Design for Self-Care, Victor P. Cornet MS, Carly Daley, Luiz H. Cavalcanti, Amit Parulekar, and Richard J. Holden
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, and Richard J Holden
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, and Richard J. Holden PhD
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, and Michael Mirro MD
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, and Tammy Toscos PhD
The association of COMT genotype with buproprion treatment response in the treatment of major depressive disorder., Jay Fawver MD, Mindy Flanagan, Thomas Smith, Michelle Drouin, and Michael Mirro MD
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, and Tammy Toscos PhD
Patient ergonomics: 10-year mapping review of patient-centered human factors., Richard J Holden, Victor P. Cornet MS, and Rupa S Valdez
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, and Michael Mirro
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, and Tiffany Veinot
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; and Tiffany Veinot PhD, MLS
Determining the Prevalence and Impact of Bullying and Cyberbullying as a Contributing Factor in Patients Who Have Been Admitted Into an Inpatients Facility., Kelley Kardys, Rachel Pfafman, Connie Kerrigan, Lauren Reining, Michelle Drouin, and Jessica Pater
Technoference: Parent mobile device use and implications for children and parent-child relationships., Brandon T. McDaniel PhD
Young Children and Screens During COVID-19: Virtual Workshop, Brandon T. McDaniel PhD
Technology interference in the parenting of young children: Implications for mothers’ perceptions of coparenting, Brandon T. McDaniel PhD and Sarah M. Coyne
Daily technoference, technology use during couple leisure time, and relationship quality, Brandon T. McDaniel PhD, Adam M. Galovan, and Michelle Drouin