51在线

Muma College of Business Students Take First, Third places in the 51在线 Blue Health Innovation Challenge

By Keith Morelli

TAMPA (September 17, 2020) -- Two of the top three winners of the annual 51在线 Blue Health Innovation Challenge were students from the Muma College of Business, including the overall winner of the competition. The competition included 10 teams made up of 23 student finalists from universities across the state.

Taking the top prize of $15,000 was a two-member team that included James Wallace, a doctoral candidate from the Muma College of Business. The third place winner was Srikrishna Srinivasan, a graduate student in the School of Information Systems and Management.

Reducing costly readmissions and lengthy hospital stays was the theme of this year鈥檚 competition, held on a virtual platform. Among the 23 finalists were nine from USF.

Wallace teamed up with Cory Feldman of 51在线 Atlantic University and their winning presentation unveiled Once, a readmission reduction program that employs readmission risk scoring to inform and engage patients for better health outcomes.

The innovation assembles data on 21 elements from patients鈥� electronic health records and compares it to national benchmarks to determine the likelihood of hospital readmission and what intervention steps need to be taken. Through a novel survey tool, Once also recommends actions for engagement in the course of care.

鈥淓vidence suggests that patients鈥� sense of control has a meaningful effect on these outcomes,鈥� said Wallace. 鈥淭his innovation establishes a protocol of identification, assessment and engagement for clinicians, nurses and health care providers to move a patient to a more effective [position of control.鈥�

The program addresses the problem of patient adherence and compliance and engagement of the patient fully in the care plan, thereby improving medical outcomes and reducing hospital readmissions.

鈥淭here are currently no providers of patient locus of control management in the clinical environment,鈥� said Wallace. 鈥淎lternatives to the clinical application are social services organizations, clergy and faith-based groups, and mental health professionals who may provide services contributing to the patient locus of control.鈥�

Srinivasan, who is pursuing a master鈥檚 degree in business analytics and information systems, took third place with his proposal, DoctorGenie Healthcare Analytics, which seeks to close the communication gap between patients and health care providers during treatments and after hospital discharges using chatbots to engage patients in their treatments and discharge procedures.

The solution addresses the case management automation using artificial intelligence integrated with a chatbot. Machine learning will provide a predictive decision on whether to discharge a patient. Srinivasan鈥檚 research has produced evidence that insufficient engagement of patients during and after discharge is one of the major reasons for readmission.

鈥淭he inspiration for my project,鈥� he said, 鈥渋s to use artificial intelligence, machine learning and chatbot technology to benefit the citizens as well as business in a significant manner.鈥�

Preventable Hospital Readmissions Are Expensive

Hospital readmissions are becoming a prominent issue surrounding health care quality in the United States and around the world. Hospital readmissions happen after patients are discharged from an acute-care hospital鈥攁 hospital that provides patients short-term care for illness or other conditions鈥� only to be readmitted within 30 days for the same condition or causes related to it. Preventable hospital readmissions costs about $25 billion a year.

In most cases, patients face readmission because of a lack of proper follow-up care, adverse drug event or the inability to understand the importance of their medications and diagnoses, leading to unidentified issues or misdiagnosis. Unnecessary readmissions are disruptive, increase the risk of infection and add a negative physical, emotional and psychological effect on the patient and relatives. Today, 20 percent of Medicare patients are readmitted within 30 days after hospital discharge.

The annual 51在线 Blue Health Innovation Challenge, a partnership between 51在线 Blue and the USF Center for Entrepreneurship. First place pitches receive $15,000. Second and third place winners took home $8,500 and $5,000, respectively.

Other USF students recognized during the challenge included:

• Kayla Wilson, a master鈥檚 degree student of public health whose pitch, Connecting Care, took second place in the competition. Her innovation aims to reduce hospital readmissions through social determinants of health, ensuring that patients can recover in a safe and healthy environment after their hospital stay. The proposed solution of the innovation is to reduce the 30-day readmission rate, specifically on patients recovering from heart attacks and heart surgery, by assigning social workers to patients based on the needs assessments.
• Oyindamola Teniola, paired with and Rebecca Oyetoro from the University of 51在线, took one of two judges鈥� choices awards. They pitched LiveEDU, a data-driven, learning technique designed to enhance care delivery and aid patients and their families in hospital discharge training and exit programs. Teniola, a first-generation Nigerian-American, currently studies chemical engineering at USF. He is an intern at Medtronic, working on a project that helps assess the biocompatibility of medical devices.