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What can Crash Davis teach us about Denard Span?

"Know what the difference between hitting .250 and .300 is? It's 25 hits. 25 hits in 500 at bats is 50 points, okay? There's 6 months in a season, that's about 25 weeks. That means if you get just one extra flare a week - just one - a gorp... you get a groundball, you get a groundball with eyes... you get a dying quail, just one more dying quail a week... and you're in Yankee Stadium."
-- Crash Davis (Kevin Costner) in Bull
Durham

I've always found it funny that buried in the middle of Bull Durham - a movie so enamored with the traditions, soul, and history of baseball - is a quote that feels right at home in the modern statistical analysis of the game.

I started thinking about this quote the other day when I was digging through Denard Span's 2010 statistics.  To say it's been a disappointing season for Denard would by a huge understatement.  The following chart should sum it up nicely:

BA

OBP

SLG

OPS

2008

0.294

0.387

0.432

0.819

2009

0.311

0.392

0.415

0.807

2010

0.265

0.334

0.349

0.683

For those on the b-squad mathlete team, that's a 124 point drop in OPS from last season.  In 2009, he was ranked as the third best offensive center fielder in baseball (using wRAA).  This year, he ranks somewhere between Cody Ross and Drew Stubbs in terms of offensive production. 

Star-divide

But then I'm reminded of the quote from Bull Durham and it's implications for how we measure offensive performance.  No matter how simple or advanced the statistical measure, a large portion of a hitter's overall value comes from his sheer volume of hits.  Yet while a player's total hits (and batting average) are largely based on a batter's skill, they're also subject to the vagaries of funny bounces, misplays, and, well, random chance. 

Here's why I bring this up: even for statistically-inclined fans, it's easy to fall into the trap of just looking at a player's OBP and SLG and made some pretty broad assumptions.  The problem is that both OBP and SLG are largely comprised of a player's batting average (hence OPS actually double counts batting average).  Span's batting average has dropped 46 points from 2009.  That means of his 124 point drop in OPS this season, 92 points are due to his drastically lower batting average.  Yes, his walk rates are down a touch, and his power numbers have dropped too (I'll expand on this below), but Denard's biggest problem in 2010 has been getting base hits.

So how much of Denard's drop in batting average is due to an erosion in skill and how much is due to bad luck?  Well, it's a good question that's worth some debate and discussion.  Here's what I do know: Denard's batted ball profile - his rate of groundballs, line drives, and fly balls - looks very similar to what he did last year:

Season

GB/FB

LD%

GB%

FB%

2009

1.89

18.80%

53.10%

28.10%

2010

2.03

17.80%

55.10%

27.10%

However, there's been a huge difference in how frequently those batted balls have turned into hits:

BABIP

Ground Balls

Fly Balls

Line Drives

Total

2009

0.287

0.203

0.763

0.353

2010

0.215

0.171

0.727

0.296

Average

0.231

0.141

0.721

0.297

Across the board, we see Denard experiencing a sharp decline on the number of batted balls that have avoided fielders' gloves.  Now, I, for one, am not willing to simply chalk up these differences just to luck.  A hard hit ground ball has a better chance of sneaking by a fielder than a slow chopper to first, and we've all seen Denard hit his fair share of choppers to first this season.  But given the fact that Denard still has very good speed, and his batted ball profile remains relatively unchanged, it's hard to say that he hasn't experienced some bad luck on his BABIP (especially on ground balls). 

Taking into account Denard's speed and batted ball profile, the freely-available BABIP estimator at hardballtimes.com suggests we should expect a BABIP of .340 for Span.  That's certainly a lot closer to his 2009 performance than what we've seen in 2010.  While we can debate the merits of "expected BABIP" and whether or not Denard has or has not been unlucky, it is interesting that if Span did have a BABIP of .340 this season, his current slash stats would be .301/.370/386.  That's roughly what Brett Gardner and Ichiro have hit this season.

Of course, we can't ignore the very real decline in Span's walk (BB%) and power (ISO) rates, which are much more difficult to chalk up to luck or randomness.  Take a look:

BB%

ISO

2008

12.2

0.138

2009

10.4

0.104

2010

8.6

0.084

 

That's two straight seasons of declining walk and power rates, and a very real concern.  But let's be careful about making any broad proclamations about Denard becoming a free-swinging slap-hitter.  Even his suppressed walk rate is above league average, and only six batters in baseball have swung at a fewer percentage of pitches outside of the strike zone.  In fact, the scouts at Inside Edge have actually judged Span's plate discipline in 2010 better than it was in 2009. 

And, yes, his Isolated Slugging has taken a downward slide, but would you believe he actually has more extra-base hits per at-bat this year than last?  The difference in his ISO isn't based on a lack of extra base hits, it's based on the fact that Denard is hitting more doubles this season, but fewer triples and homers.  Now look at where his homeruns were landing last season - isn't it entirely possible that the difference in his ISO has to do with two or three fly balls that snuck over the fence last year that have fallen for doubles this season?

Now I don't mean to sound like a Denard apologist.  His offensive production has been a huge, huge disappointment this year, and he's made no friends with his baserunning and defense.  Plus, like many fans, I can point to my own subjective memory of watching the Twins play this season and say that something just looks different about Span this year when he's at the plate.  And yet, when we look at the facts I laid out above, a good case can be made that Denard's disappointing season is the product of a slight downturn in production magnified by some bad luck and (perhaps) playing a little over his head in 2009.

No matter how much blame you put on Denard and how much you're willing to chalk up to random chance, it's important to remember that Denard's biggest problem right now isn't drawing walks or getting extra base hits, it's having batted balls turn into hits.  In essence, it's what Crash Davis said was the difference between riding a bus at AAA and playing at Yankee Stadium.

So, Twins fans, we're left to ponder whether Denard's low BABIP the result of something he's doing as a hitter, something opposing pitchers are doing to him, or a random fluctuation that will eventually even itself out.  If you have a theory, post it below.  I'd love to hear it.

Note: I wrote most of this article Tuesday morning, and am just putting the finishing touches on it Tuesday evening.  I now see Brady Eyestone wrote a FanPost on Denard Span, as well.  Great minds think alike, I guess.  I recommend you check out his piece as well for another perspective on Span's season.

Comment 44 comments  |  4 recs  | 

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Really nice post and analysis all around

I don’t think Span’s been hurting us, but he hasn’t been the big asset we hoped for going into the season. His projection for the rest of the season going forward, 279/352/372 (ZIPS), is a bit depressing. I want that 310/390/420 guy back!

by Luke in MN on Aug 25, 2010 9:53 AM EDT reply actions  

road hex

is there a way to map out span’s hit chart for all games played on the road? it looks like span may not be pulling the ball on the road as much as he did in 09 and 08 just by glancing at a few of the al central ballpark hit charts.

and you can put it on the boaaaaaard YES, HELL YES

by yefrem on Aug 25, 2010 10:15 AM EDT reply actions  

In addition to Span's ridiculous Home/Road splits, take a look at this.

(Via InsideEdge)

Well-hit Average, 2010: .241
Well-hit Average, 2009: .199
Well-hit Average, 2008: .228

Which basically means that, regardless of batted ball type, Span is actually hitting the ball harder/better this season. So, bad luck.

Also of interest:

Year——-Chase %——-Miss %——-In Play %——-GB %
2010———18———————9———————-52—————55
2009———21——————-10———————48—————-55
2008———20——————-13———————46—————-57

This flies in the face of what Brady Eyestone wrote yesterday about Span, but we’re looking at FanGraphs vs InsideEdge.

Overall, in addition to what Beau tells us, what we’re coming up with is this: Span isn’t hitting the ball worse, he’s just hitting it to players instead of to open field…and his declining walk rate isn’t helping.

by Jesse on Aug 25, 2010 10:26 AM EDT reply actions   1 recs

Chase%: Percent of pitches out of the strike zone that were swung on.
Miss%: Swung on and missed.
InPlay%: Percentage of all pitches put into play (symptom of fewer walks right here)
GB%: Percentage of balls in play that are grounders.

by Jesse on Aug 25, 2010 11:04 AM EDT up reply actions  

Cool.

Any idea how they calculate well-hit average? I mean, what determines that a ball is well-hit? (Is it based on sound? I always thought it would be cool to grade batted balls based on sound.)

by Luke in MN on Aug 25, 2010 11:23 AM EDT up reply actions  

That's something I haven't been able to find.

I might email them on that tonight, actually. Just to see what they say.

by Jesse on Aug 25, 2010 11:36 AM EDT up reply actions  

Stats and defense

Lots of good hitting stats here, but the author mentions defense as well. But doesn’t UZR show that contrary to public opinion, Span is having a good year in center?

by wcooley on Aug 25, 2010 11:09 AM EDT reply actions  

Yeah, although even a single year is sort of a small sample size with UZR

Over his career he’s a slightly below-average CF by UZR. I don’t think you go nuts either way on his defense.

by Luke in MN on Aug 25, 2010 11:18 AM EDT up reply actions  

Over half of Span's career games in CF

have been this season. 121 out of 224 games (119 of 207 starts). Yes, you have to take into consideration career totals, but I’d weigh a bit more toward this season’s performance, average or slightly above average overall in center field.

by Adam Peterson on Aug 25, 2010 11:39 AM EDT up reply actions  

Yes.

His 3.9 UZR/150 is 8th among 20 qualifying CF’s. His 61 plays made “out of zone” are 9th, he’s 8th in RangeRuns, tied for 13th in outfield runs (Arm) and tied for second in RZR.

by Jesse on Aug 25, 2010 11:18 AM EDT up reply actions  

Howard

was critical of his D yesterday and the commenters were making him out to be the worst CF in Twins history. How soon they forget Johnny Moses.

by wcooley on Aug 25, 2010 11:28 AM EDT up reply actions  

Bombo Rivera

"You're thinking too much. Just have fun." -- Bennie "The Jet" Rodriguez in Sandlot

by cmathewson on Aug 25, 2010 11:49 AM EDT up reply actions  

good one

Memo

I don’t think Chris Carter of X-Files Fame and Oakland’s Chris Carter are the same.
by Jessy S on Aug 13, 2010 3:09 PM PDT

by carlpavanosmoustache on Aug 26, 2010 12:38 AM EDT up reply actions  

He's not bad.

His arm just isn’t ideal for a CF. He makes up for it with his legs, but then people say he gets bad jumps sometimes too.

The best and probably most accurate thing to say: he’s not bad, he’s not great, but he can make up for some mistakes with his speed.

by Jesse on Aug 25, 2010 11:45 AM EDT up reply actions  

I just looked up who has the worst CF-Fielding stats in Franchise History

Kirby Puckett 1993

Not coincidentally, that was the year he moved to RF. He caught everything in the mid-80s, but by that time he had lost more than a step.

by DavidRF on Aug 25, 2010 1:15 PM EDT up reply actions  

and....

added more than a couple cheeseburgers.

by wcooley on Aug 25, 2010 1:20 PM EDT up reply actions  

Speaking of past CF's

Judging from the reaction of fans on the internets people seem not to have embraced Span in the same way they did Puckett or Hunter. Of course, a big part of this is the fact that Span is not as good as either of those two guys, but it appears to be more than that.
A lot of people loved Puck because of his unusual stature, and Hunter had that electric smile (did you see the ladies fauning over him last weekend?) Span hits triples, which are awesome, but rare.

by wcooley on Aug 25, 2010 1:25 PM EDT up reply actions  

Huh?

People loved Span in 2008 and 2009.

Moral: If you don’t play well, people won’t like you as much.

by DavidRF on Aug 25, 2010 1:49 PM EDT up reply actions  

Obviously

but people are aiming some serious invective at Span. Just read the Star Trib comments (“Showboat” “Hot dog” “lazy,” “worthless,” etc). Maybe this is just the era we are in, where anonymous posters can vent on message boards to make themselves feel better.

by wcooley on Aug 25, 2010 2:49 PM EDT up reply actions  

Star Tribune commenters

If I judged the world by those standards, I’d say it is full of racist morons. Kind of like judging the state of journalism by Fox News.

"You're thinking too much. Just have fun." -- Bennie "The Jet" Rodriguez in Sandlot

by cmathewson on Aug 25, 2010 5:23 PM EDT up reply actions   3 recs

Well hit balls

Jesse, those “well hit balls” numbers surprise me. Maybe we are talking about luck. When I read this, my initial thought was that the 10 point drop in line drive rate, while it may be statistical noise due to sample size, was indicative of Span hitting the ball less sharply overall, hence the lower BABIPs.

Also, I’m not sure how much credence I give to the “well hit balls”, considering Span’s 2009 rate (19.9%) is so close to his line drive rate (18.8%). Since I would expect a line drive to be “well hit”, am I to believe that only about 1% of Span’s other batted balls are “well hit”? His 8 home runs alone constitute greater than 1% of his batted balls last year. Something doesn’t add up for me…

by Adam Peterson on Aug 25, 2010 11:36 AM EDT reply actions  

It might all depend on what "well-hit" means.

I’m going to email InsideEdge to see what “well-hit” means.

by Jesse on Aug 25, 2010 11:37 AM EDT up reply actions  

Yep

Depends on what the definition of “is” is. Oops, wrong site!

by Adam Peterson on Aug 25, 2010 11:40 AM EDT up reply actions  

Well-Hit

Well-Hit is basically a subjective stat that IE’s video scouts (all of whom have played at least minor league ball) will mark based on whether or not the ball was stung particularly well. It could be liner or grounder, safe hit or out.

by TwinsFanc1981 on Aug 25, 2010 12:13 PM EDT up reply actions  

Thanks

So then the next question is how predictive it is of results and how consistent it is year-to-year. Research project anyone?

by Luke in MN on Aug 25, 2010 12:56 PM EDT up reply actions  

Too much patience?

I have no idea if this is true but I would suspect that most players babip differs a lot depending on the count. An 0-2 swing isn’t as likely to generate as solid contact as a 3-0 or 3-1 swing would.

The Twins have said they want Span to be a little more aggressive early in the count b/c opposing pitchers are pumping in strikes, knowing that Span is looking early in the count. So he’s always behind in the count. A few more first pitch swings might help him.

by Gunnarthor on Aug 25, 2010 12:37 PM EDT reply actions  

In all honesty, it would be sort of gratifying to see him

go up there and just swing out of his shoes on a first-pitch strike about a foot out of the zone. Just to throw off the scouting report a little bit.

by Luke in MN on Aug 25, 2010 12:55 PM EDT up reply actions  

weak against the fastball

.214 after 3-1 (.296 in 2009)
.117 after 2-0 (.254)
.231 after 1-0 (.303)

his wins above average against the fastball has taken a 15 point downturn, now sits at -7.8.

and you can put it on the boaaaaaard YES, HELL YES

by yefrem on Aug 25, 2010 1:49 PM EDT up reply actions  

*runs above average

and you can put it on the boaaaaaard YES, HELL YES

by yefrem on Aug 25, 2010 1:50 PM EDT up reply actions  

Patience

Span is a good hitter. He is. He swings hard and makes good contact. He’s just not getting the balls to drop And, I think the pitchers are on to his approach (i.e. taking a lot of first pitches), too. So, he needs a bit more work — more swings, patience and, of course, a bit of luck.

by Teo12345 on Aug 25, 2010 12:44 PM EDT reply actions  

Randy Flores

Twitter is fluttering that the Twins picked up Randy Flores if anyone’s interested.

by Tyrone J on Aug 25, 2010 3:19 PM EDT reply actions  

Barf

From the article (emphasis mine):

The 35-year-old posted a 2.96 ERA with 5.9 K/9 and 4.3 BB/9 in 27.1 innings for the Rockies this year

Twins pitchers with a worse K/BB than Randy Flores this year:
1) Anthony Slama
2) No one else

In his defense, his career walk and strikeout rates are much better than that, so maybe the Twins think he’s likely to improve.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Aug 25, 2010 4:35 PM EDT up reply actions  

Easy come, easy go

If the Twins can upgrade on Flores in the next week I bet he’s shown the door.

by DJL44 on Aug 25, 2010 5:26 PM EDT up reply actions  

whether or not Denard has or has not been unlucky

Any gambler knows that luck should have evened out by this late in the season.

by Pesky on Aug 25, 2010 4:33 PM EDT reply actions  

Gambler's Fallacy

Even if he’s been unlucky so far, his past luck is completely unrelated to his future luck – if a coin comes up tails five times in a row, it’s still not any more likely to come up heads the next flip.

"There are only two things that are infinite, the universe and human stupidity, and I'm not sure about the former." - Albert Einstein

by BeefMaster on Aug 25, 2010 4:42 PM EDT up reply actions  

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