Treasure Hunt
When it comes to analytics, Polly Mitchell-Guthrie has a long track record. She is vice president of industry outreach and thought leadership at Kinaxis, a supply chain management and analytics software company.
In the run-up to the 2026 midterm elections, the political parties in many states are working to redefine their congressional district maps to gain every possible edge. From California and Texas to Tennessee and Virginia, redistricting efforts have taken center stage. The Supreme Court has sanctioned partisan gerrymandering, and the system has evolved to one in which state legislature majorities get to determine who is most likely to fill those seats in Congress.
In short, gerrymandering has become a central feature of the system, not a bug. But what if we rethink the structure entirely?
A study published in Management Science finds that the industry’s standard approach of matching video game players against opponents with similar skill levels is not necessarily the most effective way to keep people engaged. Instead, researchers show that more sophisticated matchmaking systems—ones that account for how players respond to recent wins, losses and competitive experiences over time—can significantly increase player retention.
Gendered differences may impact how medical students rank their preferred schools when matching for residency, according to study data published in Organization Science.
Across two studies, the data show that men and women navigate the Main Residency Match differently and highlight the need for improved education on the process, according to Samuel E. Skowronek, PhD, assistant professor of management at Georgetown University’s McDonough School of Business, and Joyce C. He, PhD, assistant professor of management and organizations at UCLA Anderson School of Management.
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When it comes to analytics, Polly Mitchell-Guthrie has a long track record. She is vice president of industry outreach and thought leadership at Kinaxis, a supply chain management and analytics software company.
Scientists and engineers of Chinese descent are relinquishing their corporate positions or tenured positions at top-tier U.S. institutions such as Harvard, MIT, and Princeton at an unprecedented rate. To make matters worse, many of them are leaving for China to compete against the United States. More than 1,400 Chinese scientists left the United States for China in 2021.
Failure has become unacceptable, and that is a tragedy. Failure provides some of the greatest lessons that each of us will ever learn. How many of us in our youth exhibited judgment that we find distasteful today? Experience is a painful teacher, but the lessons learned are invaluable.
Politics always ranks high on the list of controversial topics. With the midterm elections just weeks away, the economy, gun policy and violent crime are the top three issues of concern to voters. In Canada, a National Post poll ahead of her 2021 federal election put the cost of living, health care costs and the post-pandemic economic recovery as the top three issues. These lists reflect the differences and similarities between the two countries.
“Shark Tank,” the popular prime-time ABC network business reality program, started its 14th season Sept. 23 with a new twist: It was broadcast with a live audience. The results of this change were highly vocal spectators much like what you would find at a professional wrestling event, with the Sharks often serving as the defacto gladiators.

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