The Mystery of RISP: An Open Discussion
Great post here. If you don't check out the FanPosts, located on the right sidebar thing --> you're missing out. Check out Erin's blog, Tigers Amateur Analysis, if you haven't been reading it before. -Kurt
It goes without saying that the Tigers have had a problem with runners in scoring position. Last night's game involving stranding a leadoff triple exemplifies that. As of today, the Tigers as a team were hitting .270 overall and .276 with the bases empty, but only .251 with runners in scoring position. The only other team in the majors with such a huge difference in the two situations is the Baltimore Orioles (.261 with the bases empty vs. .241 with RISP). Now, there are a few teams with a dramatic split in the positive direction (the Rays, White Sox, Rangers, Marlins, and Diamondbacks all hit significantly better with RISP than with the bases empty), but generally most teams only have a difference of about five points at the highest. Now, checking over every team's numbers, it looks as though hitting better with runners in scoring position does not necessarily correlate to being a good team, but right now the only team in a playoff spot with a negative split is the Yankees (.271 with the bases empty, .262 with runners in scoring position). All this raises the question: Why is there a difference in the first place? What is it about runners in scoring position that seemingly strikes fear in the hearts of Tigers? I am opening up this thread to your thoughts.
This is a complicated issue, and as such, I don't think there is a single "right" answer. With that in mind, I'd like to discuss the philosophical, psychological, statistical, and mechanical factors involved in hitting with runners in scoring position. Here's a few thoughts to help facilitate the discussion:
Philosophical: If you subscribe to the "manufacture" approach, then your preference is to "get 'em over, get 'em in" (I know some of you subscribe to this and some of you don't; I honestly don't know what I subscribe to). There's other cliches that abound in this area. Just put the ball in play. Get underneath one and elevate it to the outfield. Contact play or no contact play? Squeeze bunt? Perhaps whatever the Tigers are doing, they are approaching it wrong.
Psychological: (Most of this section will be similar to something I wrote in my book review, so if you've already read that, you can skip this part). The most common line about failing to hit with runners in scoring position is that the hitters are "pressing." There are a couple more specific theories I've been floating around. The book I read them in mentioned them in relation to pitching, but I think they can be applied to hitting as well. The first is that telling yourself "not" to do something inherently makes you more likely to do it because it "primes" the part of the brain that controls it (sort of like the old cliche of "don't look down" when you're in a high place and you're afraid of heights). For instance, with a runner at third and less than two outs, a hitter might think to himself "Don't strike out" or "Don't swing at something out of the strike zone." According to this theory, just thinking that makes him more likely to swing at bad pitches. The second theory is that the hitter starts thinking too much about his swing instead of letting his "muscle memory " handle it (so to speak). There is no way that the conscious mind can deliver a swing with the fluidity and accuracy that the subconscious can, because there's just way too many moving parts to think about, and the result of that may be a bad swing.
Statistical: The general belief amongst the baseball statisticians is that there is no such thing as a "clutch" hitter because those numbers are not repeatable season to season and the only reason that guys such as Miguel Cabrera or Albert Pujols come up big in "clutch" situations is simply because they are good hitters in the first place. A corollary to this theory is that there is such a thing as a clutch hitter, but by the time you reach the majors, all the "non-clutch" hitters have been weeded out, so in essence, every major leaguer is a "clutch" hitter. Along a different line, you've got really weird statistical oddities such as Johnny Damon. He entered this season a career .290 hitter with runners in scoring position, and had hit nearly .300 in those situations the last two years, but this year he's only hitting .206 with RISP (compared to .308 with the bases empty). Some of that discrepancy could be attributed to aging, some of it to bad luck, but I don't think all of it can, and yet I have no further explanation as to what the reason could be.
Mechanical: This is not an area in which I have a lot of expertise, but it goes hand in hand with the philosophical factor. For certain players, runners in scoring position may force a change in approach or swing. For instance, the "manufacture" approach holds that with a runner at third and less than two outs, the batter should hit something to the right side of the infield. But what if the batter happens to be a right-handed pull hitter? Easier said than done.
All of these factors are intertwined with one another. Of course, figuring out the problem is one thing. Figuring out the solution is something else. At any rate, I'm interested in seeing what you guys have to say on the matter.
This is a FanPost and does not necessarily reflect the views of the Bless You Boys writing staff.
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A Great debate often comes from this discussion
I put a good deal of stock into the RISP stats. I hear and respect the other opinions on this issue. However, I’m pretty big on a high average with RISP. Not saying it “defines clutch”, it sure as hell does not hurt it tho!
by JAYRC on Sep 11, 2010 4:48 PM EDT via mobile reply actions
I'm going to bump this to the front page, but i'm going to wait until sunday night or monday
so it doesn’t get lost. Amazingly, not nearly as many people read fanposts as you’d expect. no clue why, there’s good quality all the time.
I never read them when I first started coming here...
but reading others thoughts helped inspire me to write my own. But I appreciate your bumps to the front because my ability to check out these great posts is often challenged by the clutter that is my life right now. I often only have time to check front page stuff.
I read them
I just don’t comment as much because I don’t have anything intelligent to add. :(
"It is a mistake to try to look too far ahead. The chain of destiny can only be grasped one link at a time." --Sir Winston Churchill (1874 – 1965)
I like to think that it is a combination of two of the factors you've listed above.
and that is the psychological aspect plus the mechanical. There is a reason for the phrase “rise to the occasion.” Often unsuccessful people find success in the most stressful of situations. Baseball can’t be assumed to be any different. I believe that this occurs through a matter of focus, the things more important to success become more obvious than the stupid little things.
In baseball I attribute this more to mechanical changes. Shortening a swing, better rotation of the hips, creating better timing with the kick. With runners in scoring position a single is almost as good as a home run, because the important thing is scoring the run. Alot of the time clutch is doing just enough versus doing too much.
How this equates to the numbers of a whole team is hard to place value in because there are others things that need to be added in that are hard to measure just like psychological aspects or mechanical changes. Baserunning is a huge factor, fielding is another. And in all reality you can have perfect mechanics, make beautiful contact, and still hit it right to a fielder. A poor stat with RISP can be associated with bad luck just as much as it can be associated with any other aspect of the game.
So really while I like to think one thing in this argument, I truly doubt the existence of an answer.
A very well written post, and an interesting discussion
Here is my take on RISP, and why I think, as it is most often used, is overrated as a statistic. I wrote this piece earlier this season. Sorry for the length.
RISP= Runners in Scoring Position. Or, if you’re a Tiger fan, Runners In Squandering Position. This term, or acronym, has come to be a generic reference for many to how well a team hits "in the clutch". I dispute that premise. RISP, in it’s full definition, means "batting average with runner(s) on second and/ or third base".
PROBLEM No. 1: It is, in the first place, batting average. Not OPS, not SLG, not OBP, and there’s no credit for walks, sac flies, moving the runners with a "good out", or any of that. A batter could draw a BB with the bases loaded, and he gets an RBI, but that has no impact on RISP. Sac fly scores a run with a man on third- no credit. Grounds into a triple play as opposed to that same sac fly? No difference. Nice slow grounder to the right side scores a run? Nada
Then, there’s the fundamental difference between a single, double, or home run, which does not register any differently on the RISP scale. An infield single that moves a runner to third is the same as a grand slam. A hit is a hit, is a hit. Any number of additions to the statistic could help to improve it as a measure of "clutchness", if that is what it is intended to do. How about OPS with RISP?
PROBLEM NO 2. "Scoring position" is meant to say that there is a runner on second, or a runner on third, or runners on second and third. Lots of problems here. First of all, Tiger fans know better than anyone that having a runner on second doesn’t mean he’s in "scoring position". But we also know that Cabrera is in scoring position just standing at the plate, whether there’s anyone on base or not, and it’s very questionable whether Magglio is in “scoring position” standing on second base.
PROBLEM NO. 3: Sample size. When measuring RISP for individuals, reducing the number of AB’s to the number of times that there happened to be a runner "in scoring position" will dramatically reduce the sample size. Jhonny Peralta led the league in 2009 with just 185 AB’s with RISP (he hit .265- and this may help to explain his RBI total). Less than 100 players in the league had even 100 AB’s with RISP. An every day player normally logs about 100 AB’s in just about a month. Any player can look very good or very bad, depending on their luck in a month’s worth of At Bats.
PROBLEM NO. 4: Impact. A single scores the runner from second base 60 per cent of the time, statistically. With two outs, that percentage should increase because runners are running on the pitch. With one or no outs, that percentage drops. RISP does not distinguish the number of outs, nor does it measure the number of times that a run actually scores. The ultimate impact on the score, or on the outcome of the game, is not measured by RISP. Too many variables are unaccounted for with this number.
The bottom line with RISP is that it does not nearly measure the clutchness of a team or a player. My belief is that players who hit with nobody on base will also tend to hit with runners on base. Some may be better at finding the gap on the right side when the first baseman is holding a runner, but that doesn’t factor in to RISP at all. RISP, then, is an unnecessary reduction in the sample size, limited to batting average only (vs OPS, wOBA or a more accurate measure of a player’s offensive productivity), and further limited to circumstances beyond a player’s control, over which he has no more or less control of his fate at in the batter’s box. Any difference between a player’s RISP and his batting average is more likely to be attributable to luck or chance than to anything else.
If one is to argue that certain teams or players hit better or worse with RISP than they do in all situations, then there must be some attributable cause for such a change in performance. Is there something about putting a runner on second or third base that changes the behavior of a batter, or a pitcher, or the fielders?
- Maybe with a runner on first base, the first baseman holds with the runner, opening a wider gap on the right side of this infield, increasing the chances of a base hit. But RISP does not account for runners on first base.
- Maybe with the infield in double play depth, the chances of getting a ball through the infield are increased, but this situation also applies when there is a runner on first, setting up a force.
- Maybe with the tying or go ahead run on third base (not second) late in the game, the infield will be pulled in, creating a better chance for the batter to get the ball through the infield. If so, this small percentage of a percentage of the time that there are runners on third, with less than two outs, may lead to an increase in RISP above regular batting average. But there doesn’t seem to be that impact with RISP over batting average, and the number of times during a season that a batter would find himself in such a situation has to be statistically insignificant to impact his RISP average.
What then, is it about a hitter that gets more hits when there is a runner on second and/ or third base than he does in a random situation? Are there hitters that consistently hit better with RISP than in other situations? I don’t think so, and if they do, I think that, once again, it’s as much chance as anything else.
Are there hitters that have an ability to adjust to a given situation? I’m sure there are. With a man on third, in a tie game, less than two outs, I’m sure some hitters are better at dialing down the power stroke and just putting the ball in play to try and get the run home. But they’re as likely to do that with a sac fly or a ground out as they are by getting a base hit. So, RISP may or may not give these "clutch" hitters extra credit for their game winning efforts, and an increase in RISP does not necessarily mean that there is an increase in run production.
Or how about hitters that are able to put the ball on the ground with a runner on second and no outs, moving the runner to third? Sure, there are. They tend to be contact hitters, some with power and some not so much. But once again, RISP isn’t interested in moving the runner, just in base hits.
If you survived 2003, you can get through this!
you bring up some very good points
as usual
by JAYRC on Sep 13, 2010 1:26 PM EDT via mobile up reply actions
Put me down for luck variation
With the following caveat: If, during a RISP slump, a hitter decides to do something drastically different, his RISP performance will likely be worse. Not doing exactly what got you to the majors (without a good deal of practice and trial-and-error) tends to be a bad idea.
The Damon example, I think, goes a long way towards the answer I favor. Of course when you look back after a season, you can figure out who was good and who was bad in those situations. There is essentially no correlation between past and future RISP performance, however (except, of course, for basic hitting ability). Anything that isn’t a repeatable skill isn’t actually a skill.
This sort of dovetails with the old “clutch” discussion. I’ve always though that “clutch” seems more like an insult than praise. If you’re better in high leverage situations, it seems to follow that you’re half-assing it in low leverage situations. If you’re able to perform better with pressure, it sure seems like you have the responsibility to find a way to do that all the time.
The difference between the Tigers’ BA with and without RISP amounts to about 1 hit in 50 ABs. If you had 2% more RISP chances, it would more than make up for that. I think the solution to low RISP BA is to get more guys on base. You win 81% of games in which you get more guys on base than the other team.
+1
I think that there can be a psychological/mechanical aspect at times (younger players) but I’m not comfortable with that as a broad statement.
Deputy Editor, Bless You Boys
Free Scott Sizemore!
by David Tokarz on Sep 12, 2010 7:54 PM EDT up reply actions
The most important stats.
Avg, HR, RBI and Avg w/risp and thats it. All those other new stats dont mean as much to me. These are the most important.
by BennieBladesFan on Sep 12, 2010 8:55 PM EDT reply actions
those are about the least important stats
when really trying to get a good look at how players are performing
I think OBP is probably
a good stat to consider. not that anyone was discussing it. But I do believe you get a better take on how often a player reaches the base pads.
I'm going down with this ship. I may as well, I got nothin' better to do.
To me
Any statistical work begins with the slash stats (BA/OBP/SLG) and BB/K ratio. I like advanced metrics, but slash stats and BB/K are the cornerstone of any good analysis.
Deputy Editor, Bless You Boys
Free Scott Sizemore!
by David Tokarz on Sep 13, 2010 3:37 PM EDT up reply actions
I agree but I also like to look splits (home/away).
I also like keeping track of who leads the team in ninth-inning doubles in the month of August.
Ryan Raburn antagonist.
Scott Sizemore liberationist.
RISP Stat.
When all you do is rely on the long ball,that’s the stat that is going show your coaching style the most.
clutch hitters do exist but...
From a statistical perspective, there is such thing as a clutch hitting skill but it’s very limited. A lifetime .250 hitter might become a .265 hitter in the clutch but won’t suddenly turn into a .400 hitter. It is possible to identify clutch hitters over the course of a long career, but you can’t identify them without many years of data. So it’s almost impossible to guess who will hit in the clutch in the future. Thus, I think it would be fruitless for the Tigers to attempt to fix their clutch hitting problem by picking up some clutch hitters during the off-season.
I don’t know much about the psychological side of it. I believe hitters and even teams can get on a roll where they do well in clutch situations. I don’t think you can make it happen though. Momentum seems to come and go for no obvious reason and I don’t believe you can’t predict it or prepare for it.
Complete luck except in rare circumstances
basically unless a guy is a choker it is complete luck, maybe as a team we might press but I have a hard time believing any big league hitter doens’t concentrate at all times. That is the basic argument that people like the first commenter make when they say guys are clutch, so basically they have a skill to hit better when they concentrate but in at bats with nobody on base they can’t tap that “clutch” skill or either they just don’t try or concentrate in those at bats, kind of silly. There are millions of dollars riding on their stats, a few hits can make the difference between being released or getting a 10 million dollar contract, example Brandon Inge, he hits 250 he probably get 20 million for 3 years, he hits 230 and he playing for closer to the min.
Granderson was a choker , maybe at times young guys might but I don’t see the logic that if they are nervous in big at bats they wouldn’t be in others. The fact there is a 5 point difference and the Yankess that spend more than anybody have a lower one should be obvious it isn’t a skill.
I'm surprised that team composition hasn't come up.
Essentially, if there is a large split between the best and worst hitters on the team, you would expect a lower BA with RISP. Below are two limit case lineups to illustrate this point. In both, we will assume equal PA for all players, and zero “clutchness” or “chokeness”.
Lineup 1:
-————————————————————————-
Player BA OBP
Mendoza 1 .000 .000
Mendoza 2 .000 .000
Mendoza 3 .000 .000
Cabrera, M. 1.000 1.000
Mendoza 4 .000 .000
Mendoza 5 .000 .000
Mendoza 6 .000 .000
Mendoza 7 .000 .000
Mendoza 8 .000 .000
Team BA: .111
Team BA with RISP: .000
-—————————————————————————————
Lineup 2:
-————————————————————————-
Player BA OBP
Pudge 1 .300 .300
Pudge 2 .300 .300
Pudge 3 .300 .300
Pudge 4 .300 .300
Pudge 5 .300 .300
Pudge 6 .300 .300
Pudge 7 .300 .300
Pudge 8 .300 .300
Pudge 9 .300 .300
Team BA: .300
Team BA with RISP: .300
-——————————————————————————-
Clearly, no team is going to approach one of these limit cases, but it should be obvious how this works; a team with one or two very good hitters is going to have fewer instances of their good hitters coming to the plate with RISP. This is going to become even more apparent once you start to factor in things like intentional walks.
All that said, I’m mostly in the luck variation camp, but we’ve also got a large split between our good and our bad hitters, moreso than most teams, it feels like.
I don't want to hear any weak sh*t from Jason Grilli.
it's not luck in my opinion
some guys can rise up to the occasion, some can’t. Think of all the “big game” pitchers. Guys who are good, and then get better during the big games. There’s extra focus or intensity or whatever it is.
Then there are guys that wilt. it’s sort of just the way it is.
I’ve always liked guys like Manny Ramirez. When you need a hit, that guy just turns it on.
On the flip side, I think Raburn has no idea what to do in a big moment. He’s a hacker.
When the game is on the line, the pitcher elevates his game, while Raburn declines.
The tigers have a few more of Raburns and not enough Manny’s.
That’s my take.
When a big moment starts to fall into Raburn's hands...
…he dives and misses it; turning a single into a triple.
Ryan Raburn antagonist.
Scott Sizemore liberationist.
not right now.
seems to be starting quite a bit with Magglio out. He also seems to be making the most of every opportunity.
Clutch hitters
Tigers have a couple ,Damon is a tough out ,most of the time. Cabrara is another. Will Rymes could be ,with a little more experience. I believe the RISP number would improve if a player has a controlled ,mechanically sound swing, and has paid attention to what the opposing pitcher has been doing to get hitters out. A good hitter( a tough out) would know what that pitcher is probably going to throw you on certain counts.
But a guy that can do those things is a good hitter
In all situations.
Raburn is batting .271 overall and .273 with RISP this season
For three years 2007- 09, he’s batting .277 overall and .297 with RISP
And it means nothing to me about “clutchness” for the reasons I stated above
If you survived 2003, you can get through this!
I did this exercise earlier in the season
Percentage of runs scored, team rankings
I guess it’s kinda like the RISP without the SP interpretation?
It will be interesting to see at the end of the season whether the Tigers improve or decline from their 10th place standing.
If you survived 2003, you can get through this!

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