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Ped investigation series - part 7 of 9

In a sea of moral outrage, this investigation dares to ask the uncomfortable question: what if the data doesn't support the story we've been told for twenty years? The Baseball Nerd dismantles the conventional wisdom that performance-enhancing drugs turned mediocre athletes into superhumans, arguing instead that the statistical evidence points to a far more nuanced, and perhaps less dramatic, reality.

The Contact Rate Reality Check

The core of the argument rests on a statistical adjustment that most fans have never considered. The author points to a 2013 analysis by ESPN's David Schoenfield and Joe Sheehan, which suggests that when you account for how often players actually put the ball in play, the power surge of the steroid era evaporates. The Baseball Nerd writes, "If steroids massively increased power, you should see huge differences in contact-adjusted metrics. Home runs per ball put in play should spike during the steroid era and decline after testing began."

Ped investigation series - part 7 of 9

The data, however, tells a different story. Between the peak of the era in 2000 and the post-testing years of 2012 and 2013, the rate of home runs per ball in play actually declined slightly. The author notes that isolated power per contact showed similar modest differences, declining from .205 to .186 over that period. This challenges the narrative that the ball was being hit significantly harder. Instead, the rise in home runs appears driven by a shift in strategy—players are striking out more, meaning fewer balls are in play, but the ones that do get hit are traveling far distances. This reframing is crucial because it shifts the blame from the drug to the approach. As The Baseball Nerd puts it, "Players in the modern era strike out far more than players in 2000. Strikeouts mean less contact. Less contact means fewer home runs in absolute terms even if power per contact remains similar."

Critics might argue that contact rate adjustments fail to capture the sheer physical intimidation of larger players crowding the plate, but the statistical rigor here is hard to ignore. The evidence suggests the "steroid era" was as much a product of changing tactics as it was of chemical enhancement.

The Career Extension Myth

Perhaps the most startling claim involves the longevity of players. The prevailing belief is that steroids allowed stars to play well into their forties. The Baseball Nerd cites a rigorous 2021 study by Dr. David J. Gordon, which compared alleged users to clean players with similar pre-35 trajectories. The results were underwhelming for the prosecution. For position players, the difference in performance after age 35 was statistically insignificant once the massive outlier of Barry Bonds was removed from the sample.

The author highlights a critical finding: "Remove them from the sample and there's no measurable effect. Every other player alleged to have used steroids showed no statistical evidence of career extension. They aged normally. They declined normally." This directly contradicts the idea that drugs were a fountain of youth. Instead, the increase in older players in the modern game is likely due to legitimate advances in sports science, nutrition, and recovery techniques. The Baseball Nerd argues, "The improved performance of older players in recent years reflects legitimate advances in sports science, not continued widespread doping." This is a vital distinction, separating the era's reputation from the actual physiological impact of the substances.

The entire narrative about steroids extending careers rests on two outliers, Barry Bonds and Roger Clemens. Remove them from the sample and there's no measurable effect.

The Paradox of Performance

The investigation then turns to specific case studies that undermine the idea of a uniform boost. Alex Rodriguez is a prime example. While his home run totals skyrocketed during his admitted years of use, his overall value to the team, measured by Wins Above Replacement (WAR), actually declined. The author notes that his best seasons came before and after his admitted use, not during it. "The increased power came at the cost of other aspects of his game," The Baseball Nerd writes. "His defensive value declined. His baserunning value declined. His hitting approach became more homer-focused and less well-rounded."

This paradox is further illustrated by the case of Jason Giambi. Before his admitted use, Giambi was an elite hitter with a 160 OPS+. During his use, his batting average and on-base percentage dropped significantly, even as his home run count rose. The author concludes that "the steroids might have helped him hit the ball farther, but they didn't make him a better player." This suggests that for many, the drugs may have created a false economy of stats—more power, but less overall effectiveness. It's a reminder that in baseball, as in the 2000 NBA draft where specific skill sets were valued over raw athleticism, context matters more than isolated numbers.

What Actually Happened?

So, if the drugs didn't create superhumans or extend careers for the average player, what did they do? The author suggests the benefits were modest and varied: faster recovery times, psychological confidence, and increased bulk for contract negotiations. The Baseball Nerd writes, "Players who looked like they could hit 40 home runs got paid like they could hit 40 home runs even if they only hit 25." The real impact was perhaps more about perception and the ability to endure the rigors of the season than about fundamentally altering the physics of the game.

The exception, of course, remains the outliers. Bonds and Clemens achieved feats that defy historical aging curves. Bonds at 39 posted an OPS+ of 259, a number so absurd it demands an explanation beyond normal training. Yet, even here, the author notes that both were Hall of Fame locks before their alleged use began. The drugs may have amplified their greatness, but they didn't create it. This aligns with the historical context of baseball's evolution; just as the 1920s saw a shift in power due to rule changes and the live ball, the steroid era was a complex mix of chemistry, culture, and strategy, not a simple tale of cheating.

Bottom Line

The strongest part of this argument is its reliance on contact-adjusted metrics and longitudinal studies that isolate the variable of drug use, effectively stripping away the noise of era-specific trends. The biggest vulnerability is the difficulty in proving a negative; while the data shows no massive effect for the average player, it cannot definitively rule out subtle, undetectable advantages that don't show up in aggregate WAR. Readers should watch for how this nuanced view impacts the legacy of the era's stars, moving the conversation from simple condemnation to a more complex understanding of performance enhancement.

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Ped investigation series - part 7 of 9

by The Baseball Nerd · The Baseball Nerd · Read full article

This is Part 7 of our nine-week investigation. We’ve proven Congressional inaction, documented that Bonds, Clemens, and Rodriguez had Hall of Fame careers before PED use, and exposed how MLB profited five to ten billion dollars while knowing about widespread steroid use. This week we examine whether steroids actually enhanced performance as dramatically as everyone assumes. The statistical evidence is surprising: contact-adjusted power barely changed between eras, career extension effects are nonexistent except for two outliers, and players’ best seasons often came before or after alleged PED use rather than during it. The moral panic about performance enhancement might be based on a false premise.

What is the narrative around performance enhancing drugs anyway?

The conventional narrative about steroids in baseball goes like this: players took performance enhancing drugs and became superhuman. Home runs skyrocketed. Careers extended into players’ forties. Mediocre athletes became stars. The numbers were fake. The records were tainted. Everything changed.

Except that’s not what the data shows. When you analyze the statistics instead of repeating assumptions, a different picture emerges. Power numbers didn’t increase as much as people think when you adjust for contact rates. Career lengths didn’t extend for most users. Many players performed worse while using steroids than before they started. And some of the biggest names in the steroid era had Hall of Fame credentials before they allegedly touched a needle.

This isn’t defending steroid use. This is examining whether steroids actually did what everyone claims they did. Because if the performance enhancement was minimal or nonexistent for most users, then the entire moral panic was based on a false premise.

The Contact Rate Analysis Nobody Talks About

In August 2013, ESPN’s David Schoenfield published an analysis that should have changed the conversation about steroids in baseball. Working with baseball analyst Joe Sheehan, Schoenfield examined whether power numbers actually increased during the steroid era when you adjusted for contact rates.

The logic is straightforward. If steroids massively increased power, you should see huge differences in contact-adjusted metrics. Home runs per ball put in play should spike during the steroid era and decline after testing began. Isolated power per contact should show similar patterns.

That’s not what the data showed.

In 2000, considered the peak of the steroid era, MLB players hit home runs on 4.19% of balls put in play. In 2012, after years of strict testing, the rate was 3.83%. In 2013, ...