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Beyond the Box Score

How Much Do Park Factors Affect Team Success?

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Al Bello - Getty Images

(An updated version of this article can be read here.)

We are all familiar with the idea that across major league baseball some parks favor hitters while some favor pitchers. The dimensions of the park combined with other features can increase or decrease the run scoring environment.

After opening Citi Field in 2009, the New York Mets saw a significant decline in their ability to score runs. The team averaged 681 runs scored per year from '09-'11 compared to 812 over the previous three seasons. Additionally, management worried that pitchers were developing bad habits while pitching at their spacious home park that led to worse performances on the road.

Let's set aside whether we think that reasoning is legitimate. The question I came away with was whether the kind of home park a team has increases or decreases their chances of winning games. If a team has a pitcher-friendly home park, does that create issues for them on the road that they cannot overcome? What about a hitter-friendly park?

Star-divide

First, I took all ballparks from 2004 through 2010 and calculated their average park factors for run scoring based on ESPN's park factor data. Next, I calculated the average number of wins over that time period for the home teams playing in those parks.

The correlation between run scoring park factors and wins for each of the 35 parks was .11--so essentially, no relationship. The kind of park a team played in did not significantly impact their ability to win games (positively or negatively).

But what about at the extremes? Part of the Mets' reasoning was that their park had become so pitcher-friendly that their hurlers developed approaches that got them into more trouble on the road. There was also talk of hitters changing their swings and approaches based on Citi's unforgiving confines (e.g. David Wright).

To examine this, I bucketed the parks into three categories--hitter-friendly (run park factors >= 1.06), pitcher-friendly (<=.94), and neutral (between 1.04 and .95). There were 7 hitter-friendly parks, 9 pitcher-friendly parks, and 19 neutral parks.

Here are the correlations between each type of park and wins:

Hitter-friendly: -.42

Neutral: -.25

Pitcher-friendly: .10

Now, this is just a rough first-cut, and one based on some very small N sizes, but the results are interesting. For the most extreme hitter-friendly parks, the average number of wins was negatively correlated with the degree to which runs were more easily scored. So the more extreme the run environment, the harder it was for those teams to win games. Neutral parks exhibited a negative relationship as well, but it was half the size of the hitter-friendly parks and the amount of variance it explains was only a third of the hitter-friendly parks as well.

The pitching-friendly parks exhibited essentially no relationship. In terms of a team's average number of wins, pitcher-friendly parks are essentially neutral. This runs counter to the Mets' reasoning for moving in the walls at Citi Field. It also suggests that if you are constructing a new ballpark you might be better served building it so that it plays neutral to pitcher-friendly.

There are, of course, many more ways to look at this question. For example, I wonder whether the park itself isn't as relevant as how well you select players to fit the specific park that you are in, or the extent to which you can identify players whose talents show less variation relative to their environment. That's a longer study to be sure, and hopefully I will get to it one day.

For now, we can say that--at least directionally--teams shouldn't be blaming their ballparks for the lack of wins.

0 recs  |  15 comments

Comments

What teams have the most extreme parks?

Couldn’t this just be a thing where teams with hitter-friendly stadiums weren’t that good?

San Diego, Seattle definitely hurt the park friendly win percentage
Both of you are right

Which is why I admit this is preliminary. For some teams and parks we have 8 years worth of data, so the turnover in talent could be noticeable over that time. I think a definitive answer requires more granular analysis, and this is simply a high-level, directional start.

Perhaps a modification could be to compare home and away records and scale to league average.

Does a team get more of its wins at home than you would expect based on their overall talent/record?

The team which I suspect is most greatly affected is the Rockies. There was some analysis a year or two ago about Carlos Gonzalez that showed his problems on the road were due to struggles against fastballs, and also that fastballs lost more movement at Coors than any other pitch. The Rockies’ issue is unique because no other team has to deal with different baseball aerodynamics when they go on road trips to the extent the Rockies do. Every time they arrive at sea level, they have to readjust to several extra inches of movement on pitches. It’s similar to what you described with pitchers changing their approach.

That's a great example of where I want to go next

You may be right that the effect is more pronounced when we look at how teams fare on the road versus at home. I’m still not sure I buy the adjustment argument writ large, but for special cases like the Rockies it may be the case.

i would think that it is easier for a team based in a hitters park to adapt situationally home and away.

most teams carry 12 or 13 position players, but only 5 starting pitchers.

at home, the hitter’s park team could field solid defensive infielders, offense-first outfielders, and carry a rotation of groundball pitchers, minimizing the negative effects of the stadium in preventing runs and maximizing the offense. on the road, they could play their bench to suit the conditions, such as defense-first outfielders in pitcher’s parks.

by contrast, it will be hard for a visiting team with a staff of flyball pitchers (whose deficits might be minimized in a pitcher’s park) to adapt to a hitter’s park, because few teams carry more than 5 starting pitchers, and it’s hard to avoid any one starting pitcher in a 3- or 4-game series.

Umm... aren't we missing the classic reason for the pattern?

A pitcher’s park means the starting pitchers can pitch more innings and the bullpen has to pitch fewer innings. That means fresher and better performance from the bullpen at home and at the start of road trips.

A hitter’s park means the starting pitchers pitch fewer innings and the bullpen has to pitch more innings. That means they are constantly overtaxed and tired at home and at the start of road trips.

Visiting teams aren’t affected by these affects much as they are typically in town for 3 days only.

This.

I’d add that I’ve always felt that pitchers wear down faster in environments that favor hitters due to trying to compensate for the environment. (e.g. throwing more breaking balls, trying to generate more movement, throwing harder, etc.)

I tend to think this is the more likely culprit
Additionally

Top free agent pitchers tend to avoid extreme hitting environments.

Interesting

But a quick look at the data doesn’t support it. % of innings thrown by relievers not related to park factor. Will look more into it.

really? That makes no intuitive sense.

If Petco averages 9 runs/game and coors is 9.5 runs/game, Petco must have more innings thrown by relievers as long as pitches/starter average about the same. either that or something even weirder is going on like pitches/run are changing by park.

Not intuitive, I agree

Going to check into it more. Will likely write up something early this week on it. Stay tuned.

What about....

….games played per pitcher as opposed to % of innings? Any correlation?

I’ve wanted someone take on this topic for a long time.

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