MTSU Data Science Institute, Hytch Explore How Data Drives Technology Company


MTSU’s Data Science Institute is digging deep into data provided by Midstate social impact technology company Hytch to see how users of its app-based rewards program are affecting traffic throughout the region.

The Nashville-based company has hired the MTSU institute to study data from the Hytch Rewards app and offer the company insights on how commuters are using the service, which seeks to reduce traffic congestion and pollution through ride sharing, carpooling or use of public transit.

“We trust MTSU in our quest for discovering emerging patterns that better inform future decisions,” said Mark Cleveland, Hytch CEO and co-founder. “The objective is to learn where we might focus greater incentives and give cash rewards to people who share their rides.”

The goal is to identify Hytch’s impacts on traffic, such as reducing the number of single-occupancy vehicles. For example, the data may show that if Hytch takes 1,200 cars off road through ride-sharing, it trims an average Midstate commute by 15 minutes, and according to the analysis by the student-led team at MTSU, for every car ride that is shared, at least one car is taken off of the road.

“The Hytch Rewards platform uses behavioral economics to influence transit decisions,” said Charlie Apigian, interim director of the institute and a professor of information systems and analytics in MTSU’s Jones College of Business. “With so many miles shared and payments distributed by Hytch — analyzing that much data takes time and resources. The data might prove how inexpensive it is to modify behavior and get more value out of our existing road network.”

Hytch Rewards, available for iPhone and Android, helps users track shared rides, earning them “Trees Saved” whenever they carpool, rideshare or use public transit. People who live in sponsored areas or work for an employee sponsor can also earn cash rewards for each qualifying mile shared and tracked using the app.

Hytch says its sponsors have injected more than $125,000 directly into the wallets of Nashville commuters who make smarter shared-mobility decisions. The rewards are funded by market and employee sponsors like H.G. Hill, Onin Staffing and Nissan.

As an institute customer, Hytch anticipates patterns to emerge using data overlays with weather conditions, traffic flow and fuel cost data, for example. With a grant from the Tennessee Department of Transportation, Hytch says it is working with TDOT and more recently with the Greater Regional Nashville Council (GNRC) as well as WeGo Transit to design reward rules that reduce traffic throughout the region.

MTSU launched the Data Science Institute in the spring with a mission to promote funded interdisciplinary research and develop public and private collaborations around the emerging field of “big data.”

“When a company wants to know what its data is telling them, an academic environment is the perfect place to turn to,” Apigian said, “because (companies are) always trying to solve a problem today, and they don’t have the time or resources to look retroactively … It’s a lot of data exploration that we’re doing for them.”

Cleveland has been a popular guest lecturer in MTSU computer sciences, aerospace and entrepreneurship programs. Apigian started talking to Cleveland before the company’s app launched, resulting in Hytch contracting with the Institute through the MTSU Office of Research and Sponsored Programs.

The Data Science Institute seeks to create opportunities for faculty and students to collaborate on interdisciplinary research; bring in substantial grants and funding for interdisciplinary data projects; and establish big data partnerships and projects with companies and other external entities.

The Hytch project involves four students — one undergraduate, two master’s students and one doctoral candidate — as well as two alumni mentors. The team is also interdisciplinary, ranging from information systems to computational science majors, with students and mentors earning a small stipend for their work.

“They’re doing really good work,” Apigian said.

Apigian feels the institute’s academic setting allows the team he’s directing to review the data objectively and dissect it in ways that many private companies can’t. So the institute’s value isn’t necessarily solving problems for companies — they usually have personnel responsible for doing that — it’s telling them what the data means.

“I have all of this data, but I have no idea what it’s telling me,” Apigian said of the challenge facing many private companies. “So we’re going to visualize the data, we’re going to explore the data, the we’re also going to model and predict things based on the data.”

MTSU recently notified the Tennessee Higher Education Commission of its plans to develop a bachelor’s degree in data science to build upon many of the attributes of the new institute.

For more information about the MTSU Data Science Institute, contact Apigian at 615-898-2375 or email


Hytch is a Nashville-based social impact technology company that rewards people to lower carbon emissions, protect clean air and reduce traffic congestion through logging their shared commutes with the Hytch Rewards platform. A free app for iPhone and Android, Hytch Rewards promotes the habits of sharing a ride by enabling users to “Save Trees” on their dashboard, in addition to earning cash rewards currently available in sponsored markets. Recognized as a pioneering platform, Hytch received a Congestion Mitigation and Air Quality (CMAQ) grant from the Tennessee Department of Transportation. Hytch also earned the Nashville Technology Council’s Emerging Company of the Year, the Tennessee Governor’s Environmental Stewardship Award and recently, the Sustainable Transportation Award presented by the Tennessee Department of Environment and Conservation. To learn more about Hytch, visit