When you hear the word “hacker,” what comes to mind? For many, it evokes images of golfers delivering their golf club’s low point with the finesse of a rectal exam from Edward Scissorhands. But what if we broadened the definition to include something far more insidious: p-hacking?

What Is P-Hacking?

In traditional science, research begins with a hypothesis that can be tested and potentially proven false. For example, to scientifically validate the effectiveness of practice, we might hypothesize that 500 hours of practice can turn a 6-handicapper into a scratch golfer. We’d control variables, collect data, and analyze the results to see if they’re statistically significant.

P-hacking, however, turns this process on its head. Instead of starting with a hypothesis, data is collected first and then scoured for any significant relationships. These findings are then touted as scientific discoveries, even though they may just be coincidental.

P-Hacking in Golf

In the world of golf, p-hacking is the oil that drives the engine of sales. Every week, we’re bombarded with new “must-have” equipment, “secret moves,” and “game-changing” techniques, all backed by so-called research that’s often nothing more than p-hacking dressed up as science.

One of the most glaring examples comes from college golf. Many coaches rely on “qualifying”—a series of tournaments among team members to decide who will represent the school. While this may seem like a fair approach, it’s actually based on a flawed premise. Qualifying rewards performance on a familiar home course, a small data set that may not predict how a player will perform on the road. During my time as a coach, I preferred a points system: if I pointed at you, you were on the trip. It was that simple.

The Deeper Implications of P-Hacking

But the problem goes beyond golf course selection. P-hacking has infiltrated academic advising in college athletics. While advising is supposed to improve student outcomes, it’s unclear whether it actually leads to better students or just more cheating. Similarly, p-hacking has justified the widespread implementation of intense morning practices. These sessions, often rationalized with dubious data, can come at the expense of well-established scientific findings on sleep and recovery. I’d argue that the leading cause of injury in college golf isn’t the sport itself but misguided workouts in the gym.

P-Hacking and Junior Golf

The issue extends to junior golfers as well. The combination of the myth of endless practice and the misapplication of p-hacked data creates a pressure-cooker environment where every young golfer is expected to become the next PGA or LPGA star. While it’s admirable to set high goals and be self-driven, these environments stifle self-exploration and personal growth. As I highlighted in a study by The First Tee, the true values of sportsmanship and character are often lost in youth sports.

A Path Forward

There is, however, hope for the future. College golf is currently dominated by early developers and specialists—players who often leave school with a sour taste for the game. To foster long-term growth and passion for golf, instructors and college coaches must rethink their approach to data and development. By understanding the pitfalls of p-hacking and embracing a role that emphasizes values and personal development, we can create an environment where talent and passion truly rise to the top.

Reimagining what it means to be a “hacker” in golf is more than just reworking your swing; it’s about reshaping how we approach the game itself, from junior levels to college competition. By moving beyond superficial data and embracing a holistic approach to growth, we can ensure that the next generation of golfers not only plays better but enjoys the game for a lifetime.