In most competitive systems, there is a simple rule. If you win, you advance. But occasionally a strange scenario appears where winning may not enough.

Miami University of Ohio finished its regular season with thirty-one wins and zero losses, a top-25 AP ranking, and for most of the season a real concern that they might not make the NCAA Tournament.¹ Not because they lost. Because other good teams didn't want to play them in the first place.

The logic behind that avoidance reveals a pattern that will feel familiar to many people outside of sports, especially if you happen to be looking for a job right now.

Fans experience the season as the games played between November and March. But an important part of the competition happens months earlier during scheduling negotiations. Modern tournament selection relies heavily on the NCAA Evaluation Tool (NET), which categorizes wins and losses into resume quadrants.²

For a power conference team the incentives are clear. Beating an elite opponent (Quad 1) provides a major resume boost and losing to one is acceptable. Beating a weak team (Quad 4) is expected but adds little. The awkward category sits in the middle. A strong mid-major team (Quad 2-3) may be good enough to beat you but not prestigious enough to make a victory worthwhile. Teams like Miami (OH), competing in the Mid-American Conference, land precisely in that space. Scheduling them adds sizable downside without much upside, which quietly encourages avoidance.

When stronger programs decline, a mid-major's schedule fills with whoever is willing. Those games rarely satisfy the selection committee's evaluation in March — strength of schedule, quality wins, NET ranking, road performance.

🫧Auburn, despite a 15-14 record, remained a legitimate bubble team because their NET ranking sat ahead of Miami's, built on five Quadrant 1 wins against the third-toughest schedule in the country.⁴ Miami went 31-0 with zero Quadrant 1 games but a schedule ranked 285th.

A team that lost almost as many games as it won was in a stronger tournament position than a team that had never lost at all. That means the tournament bubble can begin forming before the season even starts.

A similar dynamic appears in hiring. A candidate with meaningful experience but without recognizable brand names on their resume can fall into a structurally similar middle category: too experienced for junior roles, not credentialed enough to make senior ones an easy decision.

Hiring incentives start to resemble scheduling incentives. A junior candidate (Quad 4) is low-risk and inexpensive. A candidate from a recognizable institution (Quad 1) carries built-in validation. But someone experienced without brand-name employers creates an uncomfortable middle — capable enough to outperform expectations, unfamiliar enough to make that outcome hard to justify. 98% of Fortune 500 companies use applicant tracking systems to filter candidates before a recruiter reviews them,⁵ and in a separate study, 88% of employers acknowledged that qualified candidates were being screened out because they didn't match the exact criteria defined in the job description.⁶ 

The easiest decision, in both cases, is avoidance.

No power program says Miami is unworthy. No applicant tracking system explicitly flags a candidate as unworthy. The outcome is produced by rational, localized decisions that are never required to account for what they collectively add up to. A scheduling director declines one mid-major opponent. A recruiter filters one overqualified applicant. Neither decision feels like gatekeeping. Neither requires justification. But the structure of the incentives means those decisions point in the same direction, reliably, every time.

Mid-major programs spend weeks making calls, looking for quality opponents willing to schedule them. Most of those calls go unanswered. A candidate with real experience applies for roles they are qualified to do. The companies on their resume are ones the recruiter doesn't recognize. Most of those applications go unanswered too.

Both systems end up favoring the same two groups: the clearly elite and the clearly inexperienced. The middle becomes structurally difficult. For Miami (OH), that means being good enough to beat major programs but not recognizable enough to make the risk worthwhile. For a job candidate, it means being capable enough to handle real responsibility but lacking the brand credentials that make hiring them an easy call.

In both cases the barrier is not performance. It is access to the opportunity to prove it.

The story of Miami (OH) also reveals something subtle about how competitive systems actually work. The visible competition happens on the court or inside the interview process. But the real filter often appears earlier. In college basketball it happens during scheduling. In hiring it happens during credential screening. In both cases the hardest place to compete is often the same place: right in the middle. Good enough to win but risky enough to avoid.

Sources