Beyond Expected Goals: A Possession-Aware View of Chance Creation in Soccer

Beyond Expected Goals (xG+) redefines how we measure scoring danger in soccer by valuing not just shots—but the moments that create them. By combining the probability of taking a shot with the chance of scoring it, xG+ captures players’ true creative impact, better predicts team performance, and finally gives credit for the skill that happens ...Read More
Sports as an Asset Class: Lessons from the 2025 Wharton Sports Business Summit

The Wharton Sports Analytics and Business Initiative (WSABI) and Wharton Undergraduate Sports Business Club (WUSBC) hosted the sixth annual Wharton Sports Business Summit on campus at the University of Pennsylvania on November 8, 2024. Read More
Transforming Sports Through Analytics: Ryan Brill, PhD’25, Joins the Utah Jazz

Ryan Brill, PhD’25, turned his passion for math and sports into a career as a Basketball Data Scientist with the NBA’s Utah Jazz. His journey at Penn was shaped by the Wharton Sports Analytics and Business Initiative (WSABI), where mentorship, teaching, and research transformed his path. From building WSABI’s curriculum to presenting at national conferences, ...Read More
2025 Wharton Sports Business Summit Agenda

2025 Wharton Sports Business Summit Agenda Subject to change. 8:15 AM – 9:00 AM Check-in and Breakfast Location: Lobby / Forum Level 9:00 AM – 9:45 AM Welcome and Opening Speaker: Investing Across the Global Sports Ecosystem Location: G06 Dave Dase, Co-head of the Sports Franchise in Investment Banking at...Read More
A Paradox of Blown Leads: Rethinking Win Probability in Football

Research Note FOOTBALL A Paradox of Blown Leads: Rethinking Win Probability in Football Authors: Jonathan Pipping, Ph.D. Student, Wharton Sports Analytics and Business Initiative Research Team Abraham J. Wyner, Faculty Co-Director, Wharton Sports Analytics and Business Initiative Published: July 4, 2025 Introduction Over the last 15 years, an explosion of...Read More
