SB Nation - Login for mobile commenting

DRaysBay

Thoughts on James Shields, Part 2

ARLINGTON, TX - OCTOBER 01:  James Shields #33 of the Tampa Bay Rays throws a pitch against the Texas Rangers during Game Two of the American League Division Series at Rangers Ballpark in Arlington on October 1, 2011 in Arlington, Texas.  (Photo by Tom Pennington/Getty Images)

Tom Pennington - Getty Images

8 months ago: ARLINGTON, TX - OCTOBER 01: James Shields #33 of the Tampa Bay Rays throws a pitch against the Texas Rangers during Game Two of the American League Division Series at Rangers Ballpark in Arlington on October 1, 2011 in Arlington, Texas. (Photo by Tom Pennington/Getty Images)

In this two part series, I will look at various aspects of James Shield's 2011 performance and how if could affect his 2012 season. In the first part, historical comparisons to Shield's workload increase will be examined. In the second part, I will attempt to see if James Shield's success in 2011 is sustainable.


Sabermetrics (and reasoning) always teach us to regress to the mean. Did player X have the best year in his career? Expect regression. Did player Y play dismally compared to his career numbers? Expect regression. Our objectivity depends on it, because our emotions often want us to believe that James Shield's 249.1 innings in 2011 are far more important than the 977.2 other innings he has pitched in his MLB career. Don't worry, though,the topic of this post is not an extensive, monotonous, and repetitive discussion regarding regression analysis.

The real issue at hand is to determine whether Shield's 2011 numbers, a year in which he posted his highest WAR, lowest FIP, and best K%, must be heavily regressed. As will be seen, the answer to that question is no. Regression to the mean is to be expected. But the real question is the following: what is the mean (average) for James Shields?

Star-divide

In 2010, Jose Bautista mystically transformed from an average hitter into an absolute freak of nature, slamming a whopping 54 home runs and posting a 166 wRC+. So naturally, he should have regressed in 2011, right? Nope. Instead, Bautista went on to have an even better year, performing to the tune of 8.3 WAR.

Does this mean that regression is wrong? Not at all. However, when a player significantly transforms or develops his game in a physical manner, there is a reason to try to identify a new mean to regress towards. In Bautista's case, a certain change in his swing or alteration in his approach led him to become a superb hitter. James Shield's present standard lies in his new curveball.

The graph speaks for itself....

Abab_medium

As shown, Shield's curveball maintained its velocity and horizontal movement while adding quite a bit of depth in 2011. I can't find Shields mentioning that he consciously changed the pitch, so its development may be more of a natural occurrence than an actual plan.

Has his new curve, which features greater depth, had better results? Absolutely. Below are two stats used to gauge the effectiveness of his curveball. The first is self-explanatory, since it looks at the percentage of times a batter whiffed when swinging at the curveball. The second chart looks at "Pitch Type Linear Weights." Briefly, it can be stated that this method attempts to place a value on a player's certain pitch.

Ababw_medium

Ababm_medium

Excluding a fluky 2008 (his curveball didn't change at all and his Whiff/Swing% doesn't correlate with his wCB/C, so the results are probably a result of luck and random variance), his curveballwas at its best in 2011. He threw it differently (more vertical movement), getting more swings and misses(Whiff/Swing)and getting better overall results (wCB/C).

These factors all helped play into his excellent FIP (FIP is a stat along the lines of ERA, except in that it neutralizes defense) in 2011. Possessing two lethal pitches (both his curveball and changeupwere among the top 15 in their categories using linear weights), James Shields wisely adjusted his approach. If you lack a good fastball and have two lethal offspeed pitches, why rely on your fastball? The chart below shows the change in approach.

Awesomev_medium

Better overall results were a product of this changed approach. In addition to having his lowest full-season FIP, the most innings pitched in his career, and the highest WAR of his career, Shields also showed improvement in overall contact numbers, as shown below.

Awesomeyw_medium

So is Shield's 2011 success sustainable? It should be. It seems logical that the addition of his excellent curveball makes his 2011 success sustainable. Barring the sudden loss of his curveball, there seems little reason to believe that James Shields shouldn't have comparable success next year. So while the projections may forecast significant regression, do not be surprised to see Shields enjoy similar success in 2012 as he did in2011 due to theaddition of his outstanding curveball.

1 recs  |  18 comments

Comments

Good stuff here.

I do remember Joe Maddon talking about Shields’ curveball being improved and using it more, especially to get ahead of hitters.

I remember that.

I just don’t mention Shields saying something like, “I’ve played around with my curve and changed it around.”

your graphs, especially the last two, are kind of difficult to read. might want to consider removing the gridlines next time.

also, the marbling background is kind of tacky. good content, though.

I make ugly graphs.

It is what I do.

the marble is bad aesthetics, but the gridlines are somewhat impairing the ability to see the data..
Yeah, I see what you are saying.

I’ll keep that in mind next time.

I like the marble, for what it's worth
grouchyron89
No, I appreciate the feedback.
Hatefield's mind is so addled by trolling that he can't differentiate between it and constructive criticism anymore.
You're right, Ron. You're such a beacon of positivity and constructive criticism!
Also adding weight to your argument is the markedly improved pickoff move in '11

Though I have no idea how you’d quantify it, the new ’11 move definitely reduced the number of hitters James had to retire.

Or how many scored from first on a wall-banger
Also...

nothing was mentioned about his favorite drinking spots, or if he is a briefs or boxers type guy. DRUMMER SOLO ……….. I’m hearing crickets. Tough crowd. But yeah, great pickoff move definitely, I love the marble background, and I can read the graphs, the contact numbers one definitely had alot of variance to it.

Shields kicked serious ass this year
He did.

Dang, he has two legit plus-plus pitches.

Great analysis

Explains a lot. Thanks.

I found the graphs quite easy to read.

You must Login with your SB Nation account and be a member of DRaysBay to post a comment.