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A Closer Look at Bronson Arroyo's Improvement

Bronson Arroyo has certainly put up some outstanding numbers in the second half of the season.  In his first 17 starts he posted a 5.85 ERA, which wasn't far off from the 6.08 FIP that he put up over the same span.  That is to say, he sucked and a lot it was his doing.  In the 15 starts since then though, he's posted a sparkling 2.15 ERA in large part because he has cut down his non-intentional walks and his home runs allowed in half.  Those two improvements alone have removed over a run and a half from his ERA, but that is not all that has given Arroyo more success in the 2nd half.

While Arroyo's ERA is hovering around 2 in the second half, his FIP is still just 3.80, good but not great.  A lot of that difference can be attributed to the help that Arroyo has received from his defense.  Check out the break down in this table:

BF= Batters Faced; BIP= Balls in Play; DER=Defensive Efficiency Ratio
Pitcher BF BIP GB FB LD PF HR/FB DER
Badroyo (4/9-7/5) 460 339 166 169 72 25 12.4% .687
Goodroyo (7/10-Today) 434 330 160 141 69 39 7.1% .742

As you can see, outside of pop flies, Arroyo hasn't really changed the rates of the batted ball types that much, but his defense is turning a lot more of those batted balls into outs (DER calculates the rates that balls in play are turned into outs).  Couple this with the fact that Arroyo has dramatically cut down on his walks and you can see why he has faced much fewer base runners since the all star break.  Add in to this a lower home run per flyball rate and you have the makings of a Goodroyo transformation.  This all despite the fact that his strikeout rate has only increased slightly and is still well below his previous rates with the Reds.

To give you an idea of how much the fewer base runners has helped, in his first 17 starts, 10 of the 21 HR that Arroyo allowed were with runners on base, and 4 of those were with 2 outs.  In his last 15 starts, just 1 of the 10 HR that he has allowed have come with runners on base.  Being able to get outs faster has meant avoiding the big inning, which was Arroyo's doom in the first half.

What this all says to me is that Arroyo is likely do for a tumble, not that you wouldn't expect that.  His HR/FB rate is probably a bit low and his walk-rate is a few ticks below his career rate.  If those settle back to their norm without any improvement to his strikeout rate, we'll start to see him wonder back over the 4.00 ERA range rather than the 2.00 ERA range.  Also, while the defense was below their norm behind Arroyo in the first half, they've been much more above the norm in the second half.  If he starts getting more normal defensive help (the team's seasonal DER is .707), you'll see a few more longer innings with a couple more base runners, leaving Arroyo to fend for himself to get the outs.  Sometimes that's not a good thing, though having Arroyo at his 2007-2008 levels still makes him a valuable pitcher.  He just won't likely be as good as we've seen this second half.

NOTE: All of the data that I used for this was compiled from Baseball Reference, who combined regular fly balls with infield flyballs in the reports that I ran.  I separated out pop flies using hit data from Pitch FX, which may not be completely accurate.  I still think the point is accurate, even if the numbers aren't exactly what you would expect. 

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Cool.

Has he changed his pitch selection? Any noticeable difference in movement on pitches?

by Sky Kalkman on Sep 29, 2009 3:40 PM EDT reply actions  

I don't see any dramatic shifts on his Pitch FX graphs on FanGraphs

I want to run some other stuff from Pitch FX, but I don’t have the time now. Perhaps in the off-season.

Definitely a good argument.

by Slyde on Sep 29, 2009 3:44 PM EDT up reply actions  

K-rate

I’ve long thought that Arroyo’s bellweather stat was his strikeout rate. That’s what really improved between Boston and Cincinnati, and when he struggles it often seems to literally drop to half of what it is when he is cruising (~6.5-7 k/9). As you said, he’s improved only slightly: 4.7 k/9 in the first half vs. 5.9 k/9 in the second half.

I looked at him a few months back and noted that his fastball run value had taken a huge hit. While its velocity and movement wasn’t much different from 2008, I proposed that maybe he’s not spotting it and thus not able to use his curve & slider as effectively. I can’t do any more than propose this, but has anyone who has actually watched his starts comment on his fastball location early in the season vs. now?

Maybe a way to tackle this is to use Brooks’ Baseball’s Pitchf/x tool and go start-by-start looking at his fastball location (% strikes, for example). Unfortunately, I don’t have time to do this right now—maybe tonight if I get this exam written. But if someone gets a chance to look at this before I do, go for it.
-j

by JinAZ on Sep 29, 2009 3:54 PM EDT reply actions  

WHY THE FUCK IS TAVERAS STARTING TONIGHT!?

I apologize for hijacking this excellent thread Slyde.

Taveras 8,
Janish 6
Votto 3
Phillips 4
Rolen 5
Bruce 9
Balentien 7
Hernandez 2
Bailey 1

The Reds need a new manager, one like Putin.

by justin007000 on Sep 29, 2009 4:26 PM EDT reply actions  

Dusty is stupid.

I’m tired.

Wear something sexy to my funeral.

by Pops Daniels on Sep 29, 2009 4:43 PM EDT up reply actions  

Dusty wants to show you he is still the boss

Unfortunately the late successful run of the Reds have made it difficult to fire Dusty. He may think it is all his only brilliance. Taveras caught Pujois’ long fly for only a SF, didn’t he? Need to get Dusty out of there but have to come up with a long list of his managing mistakes.

by Richard L on Sep 30, 2009 7:25 PM EDT up reply actions  

May be Arroyo has learnt to pitch

Pitching is not only the ability to throw fastballs in the 90 mphs. Smart pitchers are those who get hitters to chase their out of the zones pitches, mix the speeds up and locate the balls up and down and in and out, etc. I’d say, Bronson has better blend of speeds and change of locations now so hitters are either early or late on contacts thus resulting in more ground than fly balls.

by Richard L on Sep 30, 2009 7:38 PM EDT reply actions  

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