Ian Stockwell ’03, information systems and financial economics, M.A. ’06, economic policy analysis, and Ph.D. ’14, public policy, has spent his 20-plus-year career analyzing healthcare operations. One major inefficiency he sees in the U.S. healthcare system is an overreliance on clinical medicine when other interventions, such as support accessing healthy food and safe housing, are also needed.
“We have a health system that under-invests on social needs,” Stockwell says. “It is failing a lot of people.”
Now an associate professor in information systems at UMBC, Stockwell recently launched a new project, supported by a five-year, $3.4 million grant from the National Institutes of Health, to address this shortcoming. He is partnering with a major Medicaid health plan to build a machine-learning-powered system to help identify patients with social needs—factors, such as food insecurity or financial stress—that impact an individual’s ability to maintain their health. The system will also help determine how best to connect these patients with social support systems on a long-term basis.
The system will use multiple individual- and community-level data sources to predict which members use the emergency department to fulfill social or non-urgent needs. It will also identify the hurdles that frequently prevent individuals from engaging with a community-based social needs organization.
The dream outcome, Stockwell says, is that the system provides robust support to healthcare providers for effectively engaging with people with social needs. “We could then take the infrastructure that we build and work to propagate it through the healthcare system. Ultimately, we want to use what we create to help people by shrinking disparities in health outcomes in this country.”
The study team brings together researchers from multiple departments and colleges at UMBC, including Tera Reynolds, James Foulds, and Osman Gani from the Department of Information Systems; Sameera Nayak from the Department of Sociology, Anthropology, and Public Health; Lucy Wilson from the Department of Emergency and Disaster Health Systems, and Joby Taylor, Ph.D. ’05, language, literacy, and culture, from the Shriver Center.
“As a career-long UMBCer, I’m excited that this project helps broaden the footprint of NIH funding at the university. It also pushes the boundaries of what an interdisciplinary collaboration can mean,” Stockwell says.
Tags: CAHSS, COEIT, IS, Research, Shriver Center
