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September 11, 2012

Head Games

Mistake Swings and Forbidden Steals

by Will Woods

There was an axiom tossed about when I was in college, one that I and my other bench-warming teammates were only too happy to co-opt, which held that the dumber you were, the better you played. In other words, the less intelligent a player was, and the less he had going on in his mind (colloquially, the less "in his own head" he was), the more focused he'd be on playing to the best of his abilities. Some rebutted that we spent too much free time during games coming up with theories about why we weren't playing, but you get the idea.

The big leaguers we see on TV have found a way to circumvent this problem, if it even exists. Nevertheless, there remains a mental aspect of the game that often goes ignored, both by sabermetricians (because it's nearly impossible to measure) and by the players themselves (because these mistakes are usually too small to affect their club's opinion of them). I don't mean visualization or Pedro Cerrano's Jobu doll or Turk Wendell's animal tooth necklace—I'm talking about the nuts-and-bolts logic of baseball that, when ignored, costs teams outs and runs, which eventually cost them games.

As long as it lasts, this column will chronicle those mental mistakes. I’ll try to be positive wherever I can, but these are the major leagues, after all, and the mistakes tend to stand out. Given the statistical bent of Baseball Prospectus, some caveats do apply: there's some hindsight and guesswork here, and if you have an overactive "Small sample size!" twitch, this series will likely aggravate your condition. These articles will discuss precisely those near-unique situations for which there can be only the smallest of sample sizes. Yet even in these fleeting moments, the smartest players—however you define intelligence—find ways to outperform the rest by relying on the largest sample of all, their accrued experience playing baseball. And if all you get out of it is a few interesting anecdotes, well, that's something, too.

(For a better idea of what I mean, check out this article I wrote for BP two years ago, which went pitch-by-pitch through what was essentially the perfect storm of baseball ignorance. It also contained a small treatise on pitch sequencing, which I would consider one of the final frontiers of sabermetric development. Sequencing will be a frequent topic here, I’m sure.)

Basically, you're going to get accounts of various game situations—hopefully with a perspective you've not previously considered—without much math. For instance, today's edition discusses two topics, check swings and secondary leads, that probably rank just above "volume of tobacco spit per inning pitched" on the list of most discussed topics at BP. How could a few unprepared players bring their teams closer to defeat through such seemingly innocuous means? Let's find out.

***

I always enjoy watching batters deal with a pitcher who throws only one pitch. Ronald Belisario, the Dodgers' right-handed reliever, is one such pitcher. He doesn't care who's batting or what the situation is: he wants to bore his low-to-mid-90s sinker down in the zone, and he's betting you can't square it up. He does have a slider, it should be noted, but he throws it about once every 10 pitches and, interestingly, negligibly more often to righties than lefties.

So when Belisario entered the bottom of the eighth inning of a 2-2 game on Saturday against the Giants, the home team should have known what it was getting. Instead, two hitters gave away strikes on inexplicable check swings which, had they managed to hold up, could have altered the inning enough to give the Giants a late lead.

Our first culprit is Angel Pagan. Leading off the inning, Pagan took a pair of sinkers that missed badly and then, like a smart leadoff man (momentarily, anyway), made Belisario throw him a strike with the sinker to make the count 2-1. Let's examine what Pagan should have been thinking, before discussing what ended up happening:

1) This guy throws only sinkers, and ahead in the count in a tie game, he doesn't want to walk me, so I have no reason to look for anything other than a sinker;
2) Like all left-handed hitters against Belisario, I should be looking for a ball that starts middle-in, so that it will still be a strike by the time I put my bat on it;
3) I've already seen three of his sinkers, so I have a rough idea of what this pitch is going to look like.

Instead, this occurred:

To no one's surprise, Belisario threw a sinker on 2-1, but this one started on the outside corner and dipped off the plate. A smart hitter sees this pitch is away and takes it with relative ease—it's akin to taking a four-seamer that remains in the zone because it just wasn't in your wheelhouse—but Pagan started his swing and, too late to realize his mistake, couldn’t hold up. It was a nasty pitch, no doubt, but its movement had no bearing on Pagan's decision to start his swing: he should have been spitting on everything away as soon as he saw it. So what could have been a 3-1 count to a speedy leadoff man against a pitcher struggling with control was instead a 2-2 count. Pagan, now needing to protect the plate with two strikes, grounded out to short on the next pitch.

A 3-1 count looks even more appetizing in retrospect, because after showing spotty control to Pagan, Belisario walks two of the next three hitters, Marco Scutaro and Buster Posey. (The walks sandwiched a first-pitch fielder's choice by Pablo Sandoval.) With two out and the go-ahead run in scoring position, the typical hitter coming to the plate should know that Belisario A) throws only one pitch, and B) can't throw that pitch for a strike. But as Astros, Phillies, and now Giants fans can attest, Hunter Pence is far from the typical hitter.

Pence didn’t go right after the first pitch, taking a sinker for a strike before looking at a slider low and away. The latter pitch was Belisario's third slider of the day. Since none had found the zone and he hardly ever throws it, we could have reasonably inferred that he'd be coming with sinkers until further notice. Pence must have been thinking sinker as well, because if he'd been looking for Belisario to double up on the slider, he probably would have taken the sinker he ended up getting. Instead, he was looking for the heat, and we got this:

Pence's philosophy ought to have been the same as Pagan's, only inverted because he's a right-handed hitter: with less than two strikes, he should have been looking for the ball away that would drift back to the middle of the zone. Instead, like Pagan, he got a pitch on the wrong side of the plate, pulled the trigger, and gave away the critical second strike that forced him into protection mode. To make matters worse, Pence is an excellent opposite-field hitter: with his team needing only a single to take the lead, he should have no qualms looking away in a one-strike count. He struck out three pitches later to end the inning.

To be clear, there is a reason why Belisario gets to throw 90 percent sinkers: he has a good one, and like all the best fastballs, it’s very difficult to hit even when the batter knows it’s coming. Far be it from me to blame Pagan or Pence for not being able to put their bats on Belisario’s sinker, but the distinction here is that their mental approach betrayed them, not their physical skills. In fact, Scutaro, who drew one of the walks between Pagan’s and Pence’s at-bats, provided the gleaming counterpoint to their shortcomings by using the information available to him to formulate a winning strategy, despite inferior physical tools.

Scutaro fell behind 0-1 on a sinker that he appeared to be taking all the way. Then his plan of attack kicked into action. Remember, it was a one-strike count, so he didn’t have to protect the whole plate and could still afford to look for the ball away. Here’s Belisario’s 0-1:

It was a sinker that didn’t sink, and it looked strikingly like the pitch that Pence nearly caught with his teeth. But Scutaro, uninterested in the inside corner, had a much easier time holding up. At 1-1, he found something to his liking. You can probably guess where this pitch started:

The ball started away, and Scutaro knew it was a hittable pitch. Obviously, he didn’t hit it the way he wanted to, but you can see the philosophy at work. (Note also that Dodgers catcher A.J. Ellis set up inside—the battery knew where it wanted the ball to go, but Belisario missed his spot.)

The plan changed with a two-strike count, but Scutaro fought his way to a full count before displaying incredible plate discipline in a situation where one could have actually excused a check-swing strikeout. Having seen 12 straight sinkers—five to Pagan and seven more himself—and hitting in front of the meat of the order in a situation where Belisario would have been eager to avoid a walk, Scutaro could not have considered the slider a very likely option. But Belisario broke off a hellacious one anyway. Watch what happened:

Not even a wobble of the front knee! When the ball started over the plate, Scutaro must have been thinking his bat would be in a million pieces if he didn’t bring his hands through quickly, but then… nothing. It was a remarkable showing from a guy who (as Dan Brooks noted on Twitter recently) is leading the bigs not just in fewest whiffs per pitch seen but also in fewest whiffs per swing. He’s an incredibly smart hitter, and on Saturday, he showed us why.

***

One of Luke Hochevar's problems, allegedly, is that he doesn't respond to adversity very well. (In fact, as I was typing that sentence, the Rangers' play-by-play broadcaster referenced Hochevar's "anger management skills, or lack thereof.") He's like a skilled basketball shooter who, angry after a missed free throw, bricks the next one, too. His numbers don't match his overall talent.

This was very apparent on Thursday night when, starting against the Rangers, Hochevar retired the first 10 hitters he faced and appeared to be cruising along. But the 11th hitter, Michael Young, singled to left, and Hochevar left pitches over the plate for the next two batters, Josh Hamilton and Adrian Beltre, who both homered. Hochevar followed that with a walk to Nelson Cruz before finally pulling himself together to end the fourth inning. In the fifth, Young came back to the plate against Hochevar with two out and Craig Gentry aboard at first. This time, Young didn't get the bat off his shoulder, because Royals catcher Salvador Perez picked off Gentry to end the inning.

Secondary leads are one of those funny baseball tactics whose origins predate statistical analysis: no one seems moved to decide how much of a lead is too much, because it's all good hustle, and hey, it's probably not killing the club anyway. Over the long haul, managers accept that aggressive secondary leads are beneficial to the team, even knowing that their runners will get picked off a few times per year. Now, you don't need me to tell you that Gentry made a mistake by getting picked off, but the circumstances at play tell us that in this particular instance, Gentry’s risk was greatly enhanced while his reward was almost nil. Here are four reasons why this was the wrong time to be inching toward second:

1) Gentry, a willing base-stealer, would have attended the pre-series meeting about Perez's arm strength. Entering the game, Perez had picked off six runners in 92 career games and was catching base-stealers at a league-leading 44 percent clip. You don't screw around with Salvador Perez.

2) The Rangers were facing a pitcher who had acquired a reputation for coming undone mentally in stressful situations and had lived up to that reputation already. Teams stress to their hitters and baserunners that they need to let pitchers like that work their way out of trouble themselves.
2A) The man at bat, Michael Young, was the same man who had precipitated Hochevar's struggles in the previous inning. Hochevar likely had that in mind.

3) With the no. 2 hitter up and the middle of the order already having done damage, there was no onus on Gentry to reach third base on a single. Trying to steal on Hochevar and Perez would have been one strategy—though perhaps not the greatest strategy, as we've seen—but if he wasn’t stealing, Gentry's job was to stay anchored to the bag and hope history repeated itself.

4) With two outs, two of the biggest reasons to take a large secondary lead—reaching third on a single and breaking up a double play—were moot. Both the number of outs and the current spot in the order dictated that a large secondary lead would give the Rangers a negligible advantage.

Leftover thought: the idea that Hochevar doesn't deal with adversity well is nebulous and born of league-wide chatter rather than hard fact. But perception often becomes reality in baseball, at least insofar as it pertains to how opposing teams prepare for a given player. This is where good ol’ fashioned baseball wisdom is given precedence over advanced metrics in pre-game planning, both because A) mental performance, as mentioned earlier, is difficult to measure, and (more importantly) because B) managers prefer to give their players a few vague concepts to keep in mind as a gameplan rather than inundate them with details. Here, the perception was that Perez was an excellent throwing catcher (proven true) and Hochevar could come unglued at any time (suspect, but where there's smoke, there's may be fire), so the Rangers should have felt that they didn’t need to "make something happen" or be more aggressive than usual. Gentry didn't get the message and fell asleep at the wheel, and it cost his team.

***

We’ll end with an open-to-interpretation play from that same Dodgers-Giants game on Saturday afternoon. In the top of the ninth, Hanley Ramirez put the Dodgers ahead 3-2 with what proved to be a game-winning RBI double and stood at second with none out as Andre Ethier came to bat. With a full count, though, Buster Posey caught Ramirez stealing third.

No sooner was the tag laid down than we heard Tim McCarver’s gears grinding about the mortal sin Hanley had committed. “Terrible play. You can’t do that,” McCarver said. “This is a terrible baserunning play right here; you can’t make the first out at third base, or the third out.”

Are you sitting down? Because a writer at Baseball Prospectus is about to quibble with Tim McCarver. I know, the room is spinning.

In the abstract, we have the data to assess whether this was a decent play. Ready, set, run expectancy: with a man on second, no outs, and two strikes on the batter, the breakeven rate for an attempted steal of third was approximately 72 percent. Hanley’s career stolen base success rate before the play was a healthy 75.6 percent. Ramirez may not have spent much time with run expectancy tables, but he made a calculation of his own. He saw how little attention Affeldt was paying him, and he decided he could make it. Although McCarver’s chirping of a centuries-old truism wasn’t really off the mark, there were some circumstances at play in this instance that might have made the normally risky move a better bet.

With a full count and the left-handed Affeldt throwing to the left-handed Ethier, Ramirez may have realized that A) if Posey had a chance to throw him out, it likely would have been because Ethier had struck out, meaning that Hanley would have represented the second out of the inning rather than the first, and B) if Ethier had walked, it would have meant that Affeldt had thrown a ball, which is usually more difficult for a catcher to throw than a strike.

You also may have noticed in the above GIF that for a play that allegedly angered the baseball gods, this one was pretty darn close. We’re talking fractions of seconds on a 92-mph fastball up and away that essentially functioned as a pitchout for Posey. On top of that, with first base open and Ethier having seen three straight fastballs, you couldn’t blame Ramirez for anticipating an off-speed pitch that would have virtually guaranteed his safety at third. (Affeldt had already shown both the curveball and—oddly, against a same-handed hitter—the changeup in this at-bat.)

By now you’ve probably realized that, in his debut article about the cerebral side of the game, a writer just spent 400-odd words praising Hanley Ramirez’ approach to the game. In my defense, A) I did take a slight dig at McCarver, and B) there is one major blight on the logic behind this play: Ethier is a left-handed batter, which means that Posey had nothing to block his view of third base. On such a close play, that might have made the difference between Ramirez being thrown out and sliding in safely.

Moreover, Affeldt’s de facto pitchout wasn’t merely bad luck for Ramirez: a fastball away was fairly likely to be the next pitch in the sequence. Not because of the possibility that Hanley would try to take third; that would have been a lot of attention to pay someone who caused an uproar in the broadcast booth just by considering a steal. But batters are taught to hit the ball to the right side to move the runner over when they come to the plate with none out and a man at second. This is an easier task for a left-handed batter, but the opposing pitcher will do everything he can to prevent a southpaw from pulling the ball. That translates to hard stuff away, coincidentally the same pitches on which stealing is most difficult. Sure, you’d like to prevent a right-handed hitter from slapping one to the right side by busting him in, but you can’t very well ask most pitchers to live on the inside corner for an entire at-bat. Fastballs away, though? Affeldt could throw those, and he showed Ethier four in a row to end the plate appearance.

(Side note: this may also help explain that weird first-pitch, lefty-on-lefty changeup, which was just the 34th changeup Affeldt has thrown to a lefty in the PITCHf/x era. Traveling at a higher speed and with less downward movement than the curve, the changeup would have been less likely than the curve to be grounded to the right side.)

So McCarver wasn’t wrong, per se. But maybe the maxim isn’t absolute. It wouldn’t be fair to say he lucked into the worst possible pitch speed and location on which to steal, since that pitch in that place was pretty likely. Still, we can understand what Ramirez was thinking: there were situation-specific factors working both for and against him that shifted the breakeven rate. You can weigh them how you like and reach own verdict, but hopefully you now have more circumstantial evidence at hand.

Will Woods is an author of Baseball Prospectus. 
Click here to see Will's other articles. You can contact Will by clicking here

17 comments have been left for this article. (Click to hide comments)

BP Comment Quick Links

harderj

Very interesting. Thanks. I especially liked seeing the pros and cons on the Hanley caught stealing, and will look forward to more from you on pitch sequence.

Sep 11, 2012 04:53 AM
rating: 3
 
tannerg

Thumbs up!

Sep 11, 2012 05:54 AM
rating: 3
 
jhardman

Excellent article. Thanks!

Sep 11, 2012 06:35 AM
rating: 3
 
GoTribe06

Thanks Will...I really enjoyed your perspective for this article. My interest in baseball has been driven a lot by stats, but the ultimate goal is to better understand the game. Content like yours would help me. And the GIFs are great. It adds a lot to be able to walk away with the real picture in your mind of these plays.

Sep 11, 2012 07:07 AM
rating: 3
 
BillJohnson

Generally, this is really excellent stuff, and I hope we see more of it here. However, I do have two quibbles. First, it seems a little odd to call that pitch to Pence a "sinker." It starts high, keeps rising, and only begins a downward trajectory at just about the point where plain old gravity decrees that it should. Got an f/x for that pitch? Ideally something that shows the Newtonian trajectory and how the pitch departs from it?

My second criticism is more serious. You take a pot shot at McCarver, which we've come to expect as the norm for BP articles. Then, buried in some rather muddled and self-contradictory reasoning regarding pitch sequence, we find this telling little phrase: "Although McCarver’s chirping of a centuries-old truism wasn’t really off the mark..." And the fact that the man's truism is EXACTLY applicable here is never mentioned again until the summary paragraph.

This isn't baseball analysis, it's political commentary, or at least it's the same kind of self-justifying refusal to admit the flimsiness of one's own position that has become daily bread with the extremes of the political spectrum these days. Rather than taking "a slight dig at McCarver" as you claim, how about acknowledging that this IS a case where he may have a point, and going back and challenging your own assumptions? Because in my judgment, his pithy analysis of this particular play is more likely to be right than yours.

Sep 11, 2012 09:09 AM
rating: -1
 
GoTribe06

I don't call it a pot shot at McCarver, I call it what the author called it...a quibble (minor objection). If you are going to make the case that a player's actions may not have been mental lapses, then it is probably helpful to present an actual argument that was made that the player had made a mental lapse (or an egregious, indefensible err).

My first reaction to watching the play was appreciation for Ramirez's energy and competitiveness. He wasn't the tying run or even the go-ahead run, so I was comfortable with the risk. This analysis helped justify my own reaction (which does not make it right, or even not pithy). I get the impression that you have weighed the factors and feel that either a.) there is no excuse for the play Hanley made or, b.) there is never an excuse to attempt an advance to third unless you can go in standing up. Otherwise you are just upset at the use of McCarver as an object of opposition. There was no indictment of the man, and only the most gentle of pokes at his use of the overused axiom.

Sep 11, 2012 10:14 AM
rating: 3
 
BillJohnson

Quoted without comment: "No sooner was the tag laid down than we heard Tim McCarver’s gears grinding about the mortal sin Hanley had committed."

Sep 11, 2012 11:32 AM
rating: 0
 
GoTribe06

I have read that whole section over (a few times) and it just does not come across to me as "self-justifying refusal to admit the flimsiness of one's own position..." The author went so far as to present the dissenting logic and in the end offers that McCarver may have been correct.

What you have quoted reads to me like a colorful presentation of a viewpoint that was about to be dissected, not a close-minded attack for the writer's benefit. Maybe the fact that humor over the use of McCarver was interjected influences how I read the whole piece. I would like to think that I am not overly critical of broadcasters or managers (sorry politicians...I am super critical of you folks), recognizing that they are difficult jobs that I would fail miserably at. I have never felt that this site goes out of its way to pick on those that aren't part of the "statistical analysis" movement. But maybe I need to be more attuned to seeing it.

Sep 11, 2012 13:48 PM
rating: 3
 
Pat Folz

It's not a potshot. McCarver said, per this article: "Terrible play. You can’t do that,” McCarver said. “This is a terrible baserunning play right here; you can’t make the first out at third base, or the third out.”

Mr. Woods then laid out pretty clearly why that platitude is NOT true. Then he explained why in this particular circumstance details coincided in such a way that it might be a bad idea -in this particular case-. So the platitude is rejected, though the conclusion might happen to still hold. As the author said, it's a quibble.

Now, to quibble with the quibble: the 75.6% success rate includes steals of second, third, and home, right? I'd think the bulk of that is steals of second, and I'd think that the success rate stealing second is higher than stealing third, since the throw is farther. Thus, I'm not sure that number actually proves the point, though I could be wrong.

Sep 11, 2012 12:42 PM
rating: 3
 
Will Woods

First, thanks for defending me!

Yes, the 75.6% number was for all stolen bases. Hanley's number on steals of third, which should have been in the article, is negligibly different at 74.4%. (Now 72.7% after being caught Saturday.)

Empirically, I'd say most players' SB% at third base is roughly in line with their average to second, or even a little better. BP (sort of) backs that up; to borrow from a 2003 mailbag, here's the data from 1998-2002:

Base SB CS SBPct
2nd 13423 6026 69%
3rd 1940 760 72%
home 85 220 28%

The factors balancing out the short throw are that you can take a bigger lead and it's more difficult to hold the runner on. Mostly, though, I figure it's that every player has had two decades' worth of coaches telling him, "You better be SURE you can make it." Which, in addition to being completely asinine, makes a baserunner very careful to pick his spots.

Sep 11, 2012 14:50 PM
rating: 2
 
Pat Folz

Awesome data, thanks for the follow-up!

Incidentally, where do you get data on steals by base? I've been interested in steals of home for some time but haven't been able to find much about them...

Sep 11, 2012 16:38 PM
rating: 1
 
Will Woods

Other than the table I found above, I'm sorry to say I don't know where to find aggregate steal data. The problem with all the data about steals of home is that it's just flooded with botched squeeze plays, so it's tough to filter the true, straight steals.

Sep 12, 2012 08:31 AM
rating: 0
 
Will Woods

1. Yeah, calling the pitch to Pence a "sinker" is a bit of a stretch. But that's what PITCHf/x labeled it, and it was intended to sink, and it did have two-seam action, so I think we can call it a sinker as it relates to Pence's mental approach on that play. It does make me wonder, however, how many of Belisario's "four-seam fastballs" are just sinkers that don't sink.

2. Criticizing McCarver opens a whole can of worms that I probably should have saved for another day. Looking back I'd call it gratuitous at best, and I can understand where my tone about him would have made a reader think I was criticizing him more harshly than I really was. I was actually trying to have a little fun with it, given that it's such an obvious thing to do. It's my fault if it didn't come off that way.

I do think I made it relatively clear from jump that I didn't have an agenda for or against Hanley's decision. Was just trying to lay out pros and cons, and McCarver's comment gave me a convenient way to challenge the old cliche.

Sorry to get windy in the comments section, but your comment reminded me of the comedian who goes political because he knows he'll get applause when his job is to get laughs. One of my all-time pet peeves, so I took this seriously. Hope you enjoyed the rest of the article.

Sep 11, 2012 14:13 PM
rating: 2
 
BillJohnson

Thanks for the response. To be fair, as a relative newcomer, you may not be aware of the routineness with which McCarver is pilloried around here. Frankly, that grates on me, regardless of who's doing it, because people tend to misunderstand the job he's trying to do, which is not to reach a saber-savvy bunch of enthusiasts but rather a viewing public that doesn't know conventional wisdom from conventional warfare. We think he is speaking to us. He is not; he is speaking to my 80-year-old mother-in-law who's never been to a baseball game in your life. That's not your fault.

As I said, the rest of the article was very good. Keep 'em coming.

Sep 11, 2012 21:45 PM
rating: 2
 
BillJohnson

"Her" life. Wish it was possible to edit one's own comments here.

Sep 11, 2012 21:46 PM
rating: 0
 
timber

Despite overall perception, I'm not so sure that Luke Hochevar comes undone mentally under stressful situations. What I AM sure of is that Luke Hochevar cannot pitch out of the stretch. Whether that problem is mental or physical should be determined by powers greater than I.

Sep 11, 2012 09:12 AM
rating: 5
 
Will Woods

Well said. I wish I had thought to include this. A very likely, logical explanation to the problem. And you can see how it would translate to an opposing manager telling his lineup, "Just get a man or two on, and he'll run right off the rails!"

Sep 11, 2012 14:24 PM
rating: 2
 
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