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Offense and Defense from the First Half to the Second

This man could probably get even Duke to play some defense.

There was an intriguing question posed by UK1972 in the South Carolina DSS about how the presence of Coach Calipari affects the Wildcat defense from the first half to the second.

How does UK defensive % compare when they are playing defense in front of Cal...as opposed to the half when they are not? Offensively the same question?

I think this is a fascinating question because it seems obvious that a team should play better when they are on the same side of the court as their head coach - on defense in the 1st half and offense in the 2nd half. This question is particularly apropos as UK prepares to play in one of the unique venues in college sports Saturday night.

Fortunately, thanks to the DSS I was able to easily put together the relevant numbers and look at how the UK offensive and defensive efficiency changes from the 1st half to the second.

Star-divide

Given that every team begins the game playing defense in front of their coach and finishes the game playing offense in front of him, we would expect the following trends:

  • Better defensive efficiency in the first half when compared to the second
  • Better offensive efficiency in the second half when compared to the first
First off, let's look at a game-by-game comparison of Kentucky's offense in the first half versus the second half:
Click for a larger image.

Offensehalf_medium
There's a lot of up and down, but more often than not, Kentucky performs much better in the second half on offense than they do in the first. In UK's first 25 games, 17 featured improved second half offense.

Next let's look at defensive efficiency:

Defensehalf_medium

Looks a lot like the offense chart, and conventional wisdom bears out once again. In 16 of UK's games the defensive efficiency was better in the first half than the second. Interestingly, the most recent games have seen a rather steady defensive performance in the first half while the second half performance has continued to vary greatly from game to game. I suspect that there is a bit of a late-second half let down in these games (such as at the very end of the South Carolina game) that skews the numbers a bit. Not having Calipari on this side of the floor probably contributes to that let down.

Now to be sure there are A LOT of other factors that go into a change in performance between the first and second halves, including but certainly not limited to

  • The presence of the opposing coach helping the other team in the same way
  • Halftime adjustments
  • Junk time/minutes given to the end of the bench at the end of the second half which never occurs in the first half
  • Pure randomness
Acknowledging the influence of these factors, here is how UK has fared overall this season in each half (Yes, that's supposed to be a basketball court - don't laugh, I'd like to see you do better in MS Paint!):

Caliparihalf_medium

Image of Calipari from the AP/Getty Images licensed to SBN

Overall, the UK offensive efficiency improves by 10.5 points from the first half to the second or by about 9.4%. The defensive efficiency increases (that is, gets worse) by a little bit more: 12.4 points or 15.4% in the second half. There is no adjustment for competition in those numbers, but when I limit it to SEC games and the big non-conference opponents (Kansas, UNC, Indiana, Louisville) you get the basically the same change in offense and defense (+11.0 and +14.3 respectively).

What does that mean for the Vandy game? Obviously it's important to play well in both halves, but keep an eye on UK's defense in the first half. If the Cats are still able to hear Cal from the baseline then I think they will put together a typically excellent defensive half. If not, it could be a long night.

Comment 20 comments  |  2 recs  | 

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JL, up late?

What, no date? : )

Seriously speaking, thanks for this.

by BigSkyCat on Feb 11, 2012 12:16 AM EST reply actions  

nah, just wanted to get it up well enough before the game ;-)

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:28 PM EST up reply actions  

Another variable to consider

is half time adjustments on offense and defense.

Making waves in a sea of blue.

by kywineman on Feb 11, 2012 12:21 AM EST reply actions  

yeah

I mentioned those above, but I don’t think there is any way to systematically account for them. That’s the kind of thing that can really only be accounted for by observation.

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:29 PM EST up reply actions  

JL, Outstanding analysis – Rec’d! Nothing better than answering an interesting question.

You actually may have a better answer for differentiating between the half-time adj. and coach proximity than you’ve stated.

The issue is addressed based on the anticipated performance variance in the second half. It is reasonable to suggest all team issues, both offensive and defensive, are addressed during half-time. If those adjustments were the effect we were observing in the 2nd half, both offense and defense would show improvement. That we see improvement on offense and diminished defense in the 2nd half by both teams throughout the course of the season would seem to provide statistical results in support of the Bench End Hypothesis. In-Game Coaching Matters!

by TeamWeaver on Feb 11, 2012 4:18 PM EST up reply actions  

could be

I’d like to know more about how other teams look in this fashion before drawing more conclusions. I might send an email to Ken Pomeroy to see if his database is able to do efficiency by halves.

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 4:40 PM EST up reply actions  

interesting stats

it never ceases to amaze me all the work you guys put into this…….thanks JL

by Bluehound on Feb 11, 2012 8:20 AM EST reply actions  

Thanks Bluehound!

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:30 PM EST up reply actions  

nice!

I remember the thread like it was yesterday. ha!

Cal has some hefty lungs…he’s going to need them tonight. When I watch the games it appears at times that Cal is ready to insert himself into the lineup. When UK gets a defensive rebound he’s right there on the floor exhorting the team to “GO! GO!” Once he almost tripped a ref who was running down the sideline to keep up with the action and didn’t see Cal out there….wonder if he would have gotten a tech if the two had collided? Kind of a petty move I suspect but plausible I guess.

Thank you JLev for crunching the numbers. It was a refreshing post to wake up to ;j

I have kleptomania,
but when it gets bad,
I take something for it.

by bluecrip on Feb 11, 2012 8:32 AM EST reply actions  

Thanks bluecrip

Cal is definitely animated on the sidelines – he’s almost a show all to himself ;-)

I hope we never have to find out what would happen if he “accidentally” tripped a ref!

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:31 PM EST up reply actions  

Interesting question.

Interesting answer. It seems that he could communicate much better with them when they are close, and it looks like that is the case.

A Sea of Blue -- Kentucky Sports for the Discerning Fan

by Glenn Logan on Feb 11, 2012 8:51 AM EST reply actions  

In some ways the result is "Move along, nothing to see here"

It matches up pretty well with what you would expect. I think the more interesting aspect is the difference between the 1st half and 2nd half efficiency. I would like to know how other teams stack up in this respect, but that’s a much more involved project.

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:33 PM EST up reply actions  

Love the graphic

The “other” coach reminds me of an old Saturday Night Live skit. “Oh no………Mr. Bill”.

Given some of the big swings in the numbers, I’m not sure that the vicinity of 10% overall means all that much. On blowouts, of course D will suffer in the 2nd half when you get the end of bench players in. Still a very nice analysis JL.

by sweasyf on Feb 11, 2012 11:12 AM EST reply actions  

I wanted to do that specifically for the "other coach" graphic ;-)

I’m really not sure how much of this can be attributed solely to Cal on the same side of the team as opposed to other factors. Letting up on defense in the second half of a blowout is definitely a factor along with the other ones mentioned. I’m not sure how to separate them out.

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:35 PM EST up reply actions  

Offensively, I think teams have settled down by the second half

Teams tend to be a little tighter at the beginning of the game and by the second half they should have a better feel for what they’re facing. Additionally, having the opportunity to make halftime adjustments ought to improve offensive performance, provided the coaches know what they’re doing. But of course, you would think the same would hold true for the defense. Nice information as always JLev. We really get spoiled at A Sea of Blue.

by chicagoblues on Feb 11, 2012 11:20 AM EST reply actions  

The defense might suffer a little

from first half success. The opposing team will have to adjust and try something different in the 2nd half. If that adjustment is successful then the defense has to make adjustments in the real game situation which can be very difficult to do.

Making waves in a sea of blue.

by kywineman on Feb 11, 2012 11:39 AM EST up reply actions  

Thanks chicagoblues!

Statistics is the part of mathematics that God didn't invent. - Ethan Smith

by JLeverenz on Feb 11, 2012 3:36 PM EST up reply actions  

BlueMan#1

I think you hit the nail on the head squarely. We ARE spoiled by a Sea of Blue and, by the Cats. It is just SO MUCH fun to watch them this season, especially when Cal let’s Jones and Davis play “Lob & Dunk” ! This team will find a way, they adjust but most importantly, they don’t get rattled.

by BlueMan#1 on Feb 15, 2012 4:22 PM EST up reply actions  

Seriously, JLev......you dont have a wife and kids do you?

No soccer, basketball, archery, wrestling, PTO, youth group, none of that do you?

Hehehe……we gotta get you a hobby dude……next thing you know you will be charting Calipari’s suit and tie selections…..

Nice job BTW…..

I am now and shall forever be the Cat in The Hat, The Artist Formerly Known As ABC!!!

by Greg Alan Edwards on Feb 11, 2012 7:05 PM EST reply actions  

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