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Sabermetrics 101: Positional Adjustment

I nearly forgot about this one. Whoopsie.

Prerequisites for understanding: None

Prerequisites for derivation: Data.

Star-divide

How Do We Compare a Catcher to a Shortstop?

The concept is easy enough to understand. Different positions on the field require different skills to play, and some are inherently more difficult than others. Catcher is harder to play than left field, and shortstop is harder to play than first base. We can easily accept an argument for accepting less production out of certain positions as an acknowledgment that the pool of players who can adequately play said position is small. Not convinced? Observe pitchers batting in the National League and see if they're held to the same standard as the position players.

The real question is not that we need to adjust our expectations for players at the various positions, but by how much. There are a number of ways we can compare between the position. What if we took average offensive production from each player at each position and compared them to one another? We could get a good idea of the acceptable performances from a second baseman as compared to a corner outfielder that way, and on and on until we have a good idea about the relative offensive level at each position. Right?

Well, yes. It does give us a good idea about the relative offensive level from each position, but what comparing batting between positions does not tell us is how defensively difficult any of the positions are. In order for the hitting statistics to be able to inform us of requisite defensive skill at a position, we have to make three big assumptions:

  1. Major league teams are being perfectly efficient with who they put, and where.
  2. Left-handed players and right-handed players can each play every position.
  3. Offensive ability is not independent of the position being played.

Whoops. For now, let's regard the positional adjustments derived from looking at offence alone as accurate but perhaps not accurate enough. Furthermore, there's no reason to use offence as the measurement of defensive difficulty, since the positional adjustment should really be something close to a fundamental truth of baseball rather than being based on how good a set of hitters we have at a particular position. Can we do better looking elsewhere?

Yes. Since players move around (albeit infrequently) from position to position, and we have decent defensive measurements, we can compare positions more or less directly. Well, most positions: we have the problems of dealing with infield to outfield and the issue of left handed players not being able to play third base, shortstop, catcher, and second while being favoured at first. But these things can be taken into account by tweaks to the calculations, and after some work you (by you I mean Tom Tango) end up with the following values for our positional adjustment (in runs per 600 PA):

Please, please note that these values are not set in stone. You could tweak a lot of the numbers up and down by a run or two and nobody would bat an eyelid. This is a guideline, and while it's close it's not perfect by any means. The second thing to pay close attention to as that those are run values per 600 plate appearances. In reality, while plate appearances will obviously dovetail pretty closely with defensive chances, it's not an exact match. We're also exposing ourselves to a significant selection bias by only looking at players considered capable of moving around the diamond. Furthermore, these adjustments look at the sum of raw defensive ability - they don't take into account how an individual position stresses different tools (arm is more important in right field than left, for example). None of these points are enough to recommend not using the above values, but as with everything we look at, the holes in the model are instructive.

What's Next

A universal measurement?

0 recs  |  20 comments

Comments

Another good read.
"we have to make three big assumptions"

“Major league teams are being perfectly efficient with who they put, and where.
Left-handed players and right-handed players can each play every position.
Offensive ability is not independent of the position being played. "

And these are all not completely true, right?

Especially #3, arent there studies that show that the act of having to catch a game reduces one’s offensive ability somewhat, as does DHing or Pinch Hitting?

The next two sentences:
Whoops. For now, let’s regard the positional adjustments derived from looking at offence alone as accurate but perhaps not accurate enough.
Yes I know, you discussed this.

But I was interested in finding more about how things change if we remove these assumptions.

Well, they don't

I consider those assumptions dangerous enough to shift approaches to a defence-based adjustment rather than an offence-based one.

I know this isn't the point of your post

But it seems to me that you could be left handed and play any position. You might not be quite as good as a righthanded player with the same talent level but I don’t think that should be as big of a factor. I’d rather have a left handed SS with elite range than a slow fat right handed SS. Looking as SS as an example, if i have two players of equal talent and opposite handedness, how much worse will the left handed SS be? 1 run? 5 runs? 20 runs?

You're clearly not left-handed.

I am. Playing third or short means throwing across your body on a lot of your throws. That’s bad. Also, it makes turning the double play extremely difficult.

Let’s say you are a second baseman and are left-handed. There’s a man on first and a grounder to short. You are already deep to the base path, so you cut in toward second to field the flip. Either you rotate like 45 degrees to throw to first and your momentum is entirely shot because a lefty needs to rotate clockwise for momentum, or you have to go 315 in the other direction and every one of your plays is like a Jeter jump throw. It’s insanity.

So while I can get away with this shit in friendly games of softball, you can't piss away fractions of seconds in baseball.
But why not catcher?

Graham says lefties can’t play catcher, but it seems to me they’d actually be better at fielding bunts and throwing to first.

3B stolen base attempts.
Same as a snap throw to 1st

It seems like that is a pretty soft reason. If you found a catcher with good quick feet they could get that throw off fairly easily.

Protecting themselves at the plate would be another issue if their glove hand was extended out to catch an incoming throw. Having your chest exposed to an incoming runner is not a good thing.

I feel like it is more just a conventional thing, tall lefty? Stick him at 1st.

I read something interesting that suggested it is because there are almost no youth left-handed catchers mitts.

Left handed catcher is a fairly classic argument, at least I consider it one of them.

Bill James posits a good case for left handed catchers in his ’03 abstract. This John Walsh Hardball Times article is one of my favorites on the position, and covers the topic very nicely. Link.

Quite a bit worse I would say

Built-in inefficiencies like that are magnified tremendously when every skill for every player has been honed to the degree of a major league caliber player. For example no matter what a lefty throwing 2B does, he’s going to have to make a turn to throw to first that a righty doesn’t have to make, and that’s going to cost him a lot of extra time that he doesn’t have.

It's definitely not possible to do it at a high level.

LH 3B can’t field bunts quickly enough because we lefties then have to square up before throwing instead of just making the running throws that we see all the time with RH 3B, and abender pretty much hit on why LH middle infielders don’t work. LH catchers don’t really work because we can’t throw down to 3B without, again, squaring up.

Good job Graham

Based on teh discussion of lefties, you guys may like this thread:
http://www.insidethebook.com/ee/index.php/site/comments/left_handed_infielder_or_frank_thomas/

One thing that I've always wondered about....

These values are derived from the data of players who’ve switched, right? But the population of 1Bs, for example, may not look like the portion of the population that moved positions. That is, maybe Casey Kotchman would have a UZR 5 runs lower in LF than his 1B UZR, but that might not be the case for Ryan Howard. This is mitigated by the fact that Howard’s UZR at first wouldn’t be good to begin with, but you can imagine that there are players with very different skill sets occupying one position.

Adrian Beltre could play SS and lose 5 runs or so – I can believe that. But I can’t imagine Fat Ichiro doing that. This isn’t a matter of tweaking the formula or changing the value by a run or two. It seems more fundamental than that, though I’m probably wrong.

Tango/Graham? Where am I going wrong here?

Yeah I was thinking about this too

I’m not sure if it is a big effect but it seems like by only looking at populations of players that play at multiple positions might not gain experience at any one position or be “suited” to play one position only.

I know Tango has proved this stuff multiple ways and always gets around the same numbers so that must mean this effect is small or almost doesn’t exist at all.

Tango has said the biggest potential flaws in his studies are selective sampling

IE, only certain players will switch positions and they usually do it for a reason. So you are 100% correct to be concerned about the things you mentioned.

Tango has a post pertaining to this

Here

Relatively new to all this so a quick question.

If position adjustment for 2B, 3B and CF are all the same how does that factor in to position scarcity? Is this the same as saying 2B and CF are the same?

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