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Industry·April 28, 2026·5 min

What Dental Practices Can Learn from Moneyball

The data-driven approach to running a practice, and finding the metrics that actually matter.

In 2002, the Oakland A's had the smallest budget in baseball and made the playoffs. They did it by ignoring conventional wisdom and focusing on the statistics that actually predicted winning, not the ones everyone else was looking at.

The parallel to dentistry

Most dental practices track production. It's the number everyone talks about. But production alone doesn't tell you much. A practice can produce $2M and barely break even if their overhead is out of control, their collection rate is low, or their case acceptance is weak.

The "moneyball" metrics in dentistry aren't production. They're the ones that actually drive profitability:

  • Net production per exam. tells you how effectively you're diagnosing and presenting treatment
  • Overhead as a percentage of collections. tells you how efficiently you're running
  • Collection rate. tells you whether you're actually getting paid for the work you do
  • Hygiene reappointment rate. tells you whether your patient base is stable or eroding

Finding your edge

In Moneyball, the A's won by finding undervalued players. guys who were overlooked because scouts were measuring the wrong things. In your practice, the equivalent is finding the metrics that are dragging you down but aren't on anyone's radar.

Maybe your production looks great but your collection rate is 91%. Maybe your new patient flow is strong but your hygiene reappointment rate is 72%, which means those new patients aren't sticking around.

The data advantage

The A's didn't win because they had more talent. They won because they had better information. The same principle applies to your practice. The practices that will outperform over the next decade won't be the biggest or the best-funded. They'll be the ones that actually understand their numbers.

That's what Denta is built for.

JB

Jack Beecher

Founder & CEO at Denta

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