I think the reason can be explained by studying Camden Yards
park factors. The file below shows the average Fangraphs park factors by
handedness for the past six years which can be used to determine which types of
hitters will benefit from playing in Camden Yards. I also used hit frequency
data and hit value data provided by Fangraphs to build a metric that determines
which stadiums are the most hitter friendly by handedness. Here’s the data.
This analysis indicates that Camden Yards is the second
easiest stadium for left-handed hitters to hit and primarily rewards home run
power, which should come as no surprise. The most valuable type of left-handed offensive
players is power hitters and probably explains why the Orioles were interested
in Travis Snider. Camden Yards is the sixth hardest stadium for a left-handed
hitter to hit a triple and therefore means that left-handed players relying on
speed are at a significant disadvantage. Camden Yards is the sixth easiest
stadium for a lefty to hit a single and the seventh easiest to hit a double. If
Fangraphs park factors are accurate then it makes sense for the Orioles to
focus on left-handed batters with plus power and can hit for a decent average
while discouraging them to focus on batters with plus speed or those who have
high walk rates. This explains why the Orioles aren’t focusing on finding left-handed hitters whose best tool is getting on base.
Camden Yards isn’t as friendly to right-handed hitters but
is the sixth easiest ballpark for a right-handed hitter to bash a home run
which again shouldn’t come as a surprise. For right-handed batters, Camden Yards
is the sixth hardest stadium to hit a triple and the eighth hardest to hit a
double, which therefore discourages speed. It’s the eighth easiest stadium for a
right-handed hitter to hit a single and therefore encourages average. It makes
sense for the Orioles to focus on finding right-handed hitters that have plus
power while hitting for average and can pick up walks.
This indicates that power is the most important tool for an
offensive player at Camden Yards and therefore why the Orioles focus on it. In
contrast, the Royals play in a stadium where it’s hard to hit home runs but easy
to hit triples, doubles, and singles. Therefore, they need to stay away from
offensive players with power and simply focus on players that can hit for
average and have excellent speed. Different teams need to focus on different
players.
Many times when people look at player performance they look
solely at the numbers. The problem is that a .330 OBP at Camden Yards simply
isn’t as good as a .330 OBP at Petco Park. wOBA does account for where a player played but
doesn’t consider whether the player is a good fit for the ballpark where they
play. A player that is a true .330 wOBA offensive player could be significantly
better or worse in a ballpark that is tailored to his strengths or weaknesses.
In 2013, Josh Hamilton was signed by the Angels and moved from a ballpark that
was hitter-friendly to a ballpark where left-handed batters struggle. Hamilton
has actually had a 136.5 wRC+ in 2011 and 2012 as a Ranger and a 127 wRC+ in
2013 and 2014 as an Angel while playing on the road. He’s struggling playing at
home because it’s easier for players with his skillset to hit in Texas rather
than Anaheim.
This seems to explain why the Orioles have structured the
team the way they have. The Orioles have Chris Davis, Matt
Wieters (Wieters is arguably a switch-hitter but is considerably better batting
as a left-handed hitter than a right-handed hitter), and now Travis Snider as
left-handed batters with considerable power. Rasmus also hits left handed and
could have been used in the same role that the Orioles intend to use Snider. Schoop,
Pearce, Machado, Jones, and Hardy provide much needed right-handed power while De Aza
and Young are batters that can get on base.*
Going forward this indicates that the Orioles will have a challenge
next year when Wieters, Davis, and Pearce become free agents. The Orioles have
few left-handed bats in the minors so they’ll need to address this challenge
either in free agency or via trades. It might make sense for the Orioles to try
to fill these holes by targeting left-handed batters that have shown some power
while playing at stadiums that put left-handed power hitters at a disadvantage.
If so, then focusing on players that have played on the Giants, Padres,
Athletics, Mets, Royals, Twins, Angels, Pirates, Rays, and Mariners makes sense.
Players like Neil Walker and Pedro Alvarez are plausible trade
targets while Matt Joyce, Colby Rasmus, and Adam Lind are cheap free agent options.
Curtis Granderson struggled at home for the Mets in 2014 but was solid on the
road. If he performs similarly in 2015, then the Orioles should be able to acquire
him in return for eating most of his salary. If the Orioles are willing to
spend a lot of money on a free agent, then Alex Gordon could be an option. He
has 20 home run power while playing in Kauffman Stadium, so it would be interesting to see if
he can make the adjustments necessary to hit 30 homers in Camden Yards without
losing his ability to hit for average.
The Orioles have talked a lot about improving OBP but haven’t
taken much action because their ballpark encourages them to sign players that hit for power rather than average. As long as the Orioles play in Camden
Yards they should continue following this plan in order to maximize their home
field advantage.
* Edit: I originally mistakenly wrote that Pearce was a left-handed batter while De Aza was a right-handed batter. That error has been fixed.
* Edit: I originally mistakenly wrote that Pearce was a left-handed batter while De Aza was a right-handed batter. That error has been fixed.
De Aza is a lefty and Pearce is a righty
ReplyDeleteCorrect. This will be fixed soon. Thanks.
ReplyDeleteI don't understand this. Wouldn't have a few high OBP players in the lineup maximize the runs scored on some of the longballs?
ReplyDeleteI think it's safe to say that everyone would want to have high-power, high-on-base players on their team. But there aren't many of those, and they command high prices. Could the Orioles simply be perceiving that high-power, low-on-base players are undervalued in today's environment, especially for Camden Yards?
ReplyDeleteMore or less Joe. Basically, high power, low-on-base players are more valuable in Camden Yards than they are in Kauffman Stadium. It's not that they're undervalued in today's environment but they're simply going to produce more in Camden than in Kauffman. Just like low power, high on base players are more valuable in Kauffman than they in Camden Yards. It's important to fit the players to the stadium.
ReplyDeleteHere. Suppose you have a player who hits 40 HRs in 600 PAs. Good power hitter right? Suppose you can either have him behind a .360 OBP player or a .320 OBP player. The .360 OBP player will get on base 4 times more per 100 PAs than the .320 OBP player.
Presuming that it's just as likely to hit a one run home run than a two run home run (that's false but let's just say that for simplicity's sake) than the chances of hitting a home run with the .360 OBP player on base is (1/15)*(1/25) or .0026. Presuming the average player has 600 PAs that means he'd be likely to hit 1.6 more HRs with the .360 guy on base than the .320 guy on base.
Having a .360 OBP player in the lineup right behind a power hitter instead of a .320 OBP player would increase runs scored via home run by about 2. You're right but the impacts are minimal.
Matt,
ReplyDeleteIt is a bit more than that, because more than the batter immediately behind the high OBP hitter can hit home runs.
Still, OBP is no longer cheap, and it really hasn't been in the free agency period. After all it is mostly a veteran skill.
It does change the experience of the game for fans. When you have a lineup where all the batters can change a game with a swing of the bat, it changes the sense of anticipation.
You're right Erik. Thanks for the correction.
ReplyDeleteAnd it makes sense that more fans would come out to a game if a team has power hitters. Has anyone tried to measure that?
Kind of. http://www.hardballtimes.com/do-chicks-dig-the-longball/
ReplyDeleteThe logic is weakened a bit because the O's have a special special case in Chris Davis. He hits 200 ops points higher with risp, which apparently messes up the overshift. A base stealer - obp type makes good sense since he can get to 2nd and impact on Davis.
ReplyDeleteHow often will a base stealer batting right in front of Davis get to second? A little over 30% of the time, he will get on base with someone moving to second or third. At best, maybe 30 at bats for Davis that appreciably changes things. That might be a difference of 4 or 5 runs at the upper limit. Now, if the speedy runner is batting three people ahead of Davis...then I would reckon that he has almost no impact. You would have to have your speedy guy hitting second and Davis hitting third in order to prevent guys like Machado and Jones knocking people to fill up the bases or getting out, forcing Davis to bat with no one on.
ReplyDeleteThanks Tim.
ReplyDeleteSteve - It seems like the question that people are asking is that this article treats each player in a lineup as independent of every one else in the lineup while others argue that each player in a lineup is dependent on each other.
There are players like Jon Jay, Robinson Cano and Jayson Werth that provide primarily OBP. But finding elite OBP players is difficult and as expensive as finding elite power players (who usually also have a good OBP). Two of those players signed in free agency and earned pretty large contracts.
An OBP player that's similar to Snider might have an OBP in the .330-.340 range. Someone like Aaron Hicks or Brandon Guyer or James Loney. The impacts of such a player over a power bat like Snider are minimal.
I stopped reading after he said Wieters was better as a lefty than he is as a righty. lol.....better avg. and HR rate as a righty every year (except for 2 months last year) and its not even close.
ReplyDeleteI guess thats why they call this a blog
It was a mistake, and those things happen. It certainly doesn't take anything away from the information and analysis Matt provided.
ReplyDeleteThanks for reading.
Delmon Young, with his career .317 OBP, is an on-base guy?
ReplyDeleteFor a DH, I'd say that Young is more of an on-base guy than a power bat. His .417 SLG over the past three years isn't so great either for a DH.
ReplyDeleteThanks for reading.
The O's signed good OBP player in Alex Hassan. I hope he gets a shot at the major league level after performing well in Boston's AAA.
ReplyDeleteWhy not adjust the minor league parks to replicate as much as possible the dimensions of OPACY? Make it a hitting/pitching lab to better evaluate and develop players for the big league club?
ReplyDeleteI'm a member of SABR and I lost total respect for this writer.
ReplyDeleteThe Orioles still have to play half of their games away.
ReplyDeleteGiven that a team plays half of their games at home and presumably plays other games in stadiums where a similar strategy makes sense then it makes sense to try and build a team to maximize home field advantage.
ReplyDeleteBut yes, there will be times when you play at other stadiums with the exact wrong personnel.
To be fair, to be a member of SABR the requirement is $65. So, for 18 cents a day, you too can pretend to have authority in application of baseball statistics.
ReplyDelete