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The Great Usage vs. Efficiency Debate
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Ben F.



Joined: 07 Mar 2005
Posts: 391

PostPosted: Tue Dec 19, 2006 5:14 pm    Post subject: Reply with quote

Iverson going to Denver presents a situation we've been looking for: AI and Melo together. According to Davis Wylie's stats Iverson was using 35.6% of his team's possessions before the deal, Melo used 32.9%. So what happens here? Who loses possessions? How does efficiency change?

Maybe Bob's simulator making a prediction here would be interesting, as would seeing what David Berri says.
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94by50



Joined: 01 Jan 2006
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PostPosted: Tue Dec 19, 2006 6:38 pm    Post subject: Reply with quote

My - perhaps the - standard assumption would be that both of their possession percentages will drop (who knows how much), but that their efficiencies will rise (again, who knows how much).
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Ben F.



Joined: 07 Mar 2005
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PostPosted: Wed Dec 20, 2006 7:51 am    Post subject: Reply with quote

So thinking about this whole issue, I got on the track of working backwards - that is, to counter the debate, what would someone say if their prediction was wrong? In other words, how would someone who assumes the inverse relationship between usage and efficiency respond if Iverson's usage does decrease but his efficiency doesn't increase correspondingly?

And I thought of two obvious answers: 1) Iverson has to learn the offense - he's in a new system which takes some time to get used to. 2) He's not used to a different role - he's had a usage rate over 30 since his third year in the league, so to decrease drastically in usage is a huge adjustment for him, and large adjustments usually don't help efficiency.

And how would I respond to these justifications?

1) Karl's system, and especially his approach to Iverson (at least while Melo is still out) is one of just letting his player's play. I wouldn't think he would force too much on AI in terms of offense. Even when Melo returns, AI is such a premier player my feeling is that the offense would more likely be tailored to Iverson's strengths than force him to learn something completely new. This could be some justification, but it doesn't hold too much weight in my mind.

2) This I think is incredibly important to focus on. The fact is, perhaps we can assume an inverse relationship between usage and efficiency as simply the logic behind the game of basketball (and to me this makes sense), but what Bob Chaikin keeps harping on is that there are so many cases that could go either way. The fact is, a decrease in usage doesn't come anywhere close to guaranteeing an increase in efficiency.

Going further it seems to me that we have to break out of the labeling of "Usage vs. Efficiency." Because I don't think that's important. Rather I think that we have to begin thinking of "roles" and what it means for a player to play within their role or outside of it. And more specifically, how a player will respond when forced outside of their traditional role.

Look at Gary Payton as a good example. Payton's last full year in Seattle he had a usage rate of 26.9 and and offensive rating 9 points above the league average. Clearly he was a player who had the ball in his hands a lot and could score quite efficiently. Fast forward to Miami, 2006. Payton has aged and can't do the things he used to be able to do. He takes a back seat to Wade and Shaq. His usage declines drastically to 13.6 and so does his efficiency - to 1 point above the league average. You could attribute this to aging (and certainly Payton saw some erosion of skills due to getting older), but it also has to do with Payton being forced out of his usual role. He's not a back seat kind of player, and never really was. This was by far the lowest usage of his career. He never needed to learn the skill set of how to pick his spots, hit his jumpers from kick-outs with a quick release. And so when suddenly he could pick his spots, he didn't have a sudden spike in efficiency. To put it in more traditional terms: "Some players just need the ball to be effective."

So how does this relate to Iverson? I would say he's one of those players that just needs the ball. And if this is an argument that makes sense, how does it change the "usage vs. efficiency" debate? I think drastically. It's not so simple that you can look for a change in one and a change in the other. There are too many mitigating factors. Rather we should be looking at how players play when forced out of their roles. Boris Diaw's role changed from Atlanta to Phoenix, and with that came a spike in usage. But he was more comfortable with the latter role, and saw a subsequent spike in efficiency. Could this have been predicted from watching him in Atlanta? The other night against Washington, Marcus Camby certainly showed he could break his role without much loss to efficiency. Granted it was against a porous defense but he was hitting jumpers, making crisp passes, even driving the lane off the dribble. Traditionally he doesn't handle that much of the offensive load, but he showed that he could step outside his role (at least for a game) and thrive. Could he keep that up? I don't know, but I think showing that skill set gives a good indicator he could.

So at the beginning of a great test case for our argument, I'm arguing that I think the context of our argument must be shifted. I'd still encourage predictions as to what will happen, but I'm not sure it's as simple as "loss of usage equals gains in efficiency." How comfortable will Iverson be if forced out of his role? How comfortable will Carmelo be outside of his newfound role? (I read an argument that said Melo had a skill set that could easily be applied to a second-banana scorer - this certainly applies here.) That's what I think needs to be the focus.


Last edited by Ben F. on Wed Dec 20, 2006 10:47 am; edited 1 time in total
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Neil Paine



Joined: 13 Oct 2005
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PostPosted: Wed Dec 20, 2006 10:38 am    Post subject: Reply with quote

Good points, FFSB. That's why I was hoping there might be certain indicators (ballhandling skills, size, athleticism) that could predict which guys can and which guys can't handle a role change... Anyway, if he's reading this, I think Bob's sim would be great for at least predicting the touches/min for Denver's new starting 5 -- which I assume is Iverson-JR.Smith-Anthony-Najera-Camby. Among AI and Melo, who loses touches, and by how much?
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kjb



Joined: 03 Jan 2005
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PostPosted: Wed Dec 20, 2006 10:45 am    Post subject: Reply with quote

davis21wylie2121 wrote:
Good points, FFSB. That's why I was hoping there might be certain indicators (ballhandling skills, size, athleticism) that could predict which guys can and which guys can't handle a role change... Anyway, if he's reading this, I think Bob's sim would be great for at least predicting the touches/min for Denver's new starting 5 -- which I assume is Iverson-JR.Smith-Anthony-Najera-Camby. Among AI and Melo, who loses touches, and by how much?


What if neither loses touches -- at least by a lot? As I pointed out on another thread, in the 80s, Denver had 3 high-usage, high-scoring players at the same time. The teams didn't do very well, but there weren't problems with English, Vanderweghe and Issel sharing the ball.
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Neil Paine



Joined: 13 Oct 2005
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PostPosted: Wed Dec 20, 2006 10:57 am    Post subject: Reply with quote

That English-Vandeweghe-Issel team played at a monstrous pace, and the league itself played at a much faster pace back then, too. Those usage rates look huge, but they only amount to 20-25% of team possessions while on the floor. Iverson and Melo are at, like, 35% apiece. Something's gotta give (or, more accurately, somebody's gotta give). 'Tis the season for giving, after all...
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asimpkins



Joined: 30 Apr 2006
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PostPosted: Wed Dec 20, 2006 11:52 am    Post subject: Reply with quote

FFSBasketball wrote:
Going further it seems to me that we have to break out of the labeling of "Usage vs. Efficiency." Because I don't think that's important. Rather I think that we have to begin thinking of "roles" and what it means for a player to play within their role or outside of it. And more specifically, how a player will respond when forced outside of their traditional role.


Exactly. That's the same point I tried to make here:
viewtopic.php?p=10987#10987

and somewhat here:
viewtopic.php?p=12100#12100

So I won't repeat myself. I'll just say that I think that the usage->efficiency relationship isn't helpful in invidual cases, and that we have to work with more qualitative factors like the player's role, how suitable he is for that role, and the quality of the shots that this role will offer.

Hopefully, we'll eventually have some better stats to work with. But Usage by itself doesn't tell us enough about what's going on.
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Ben F.



Joined: 07 Mar 2005
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PostPosted: Wed Dec 20, 2006 5:49 pm    Post subject: Reply with quote

We have David Berri's prediction...

David Berri wrote:
Yesterday I thought that perhaps Billy King – Philadelphia’s president — was just keeping Iverson out of his line-up in an effort to increase the odds of his team landing Greg Oden. Today, I see I might have been wrong. Looking at what these players have done in their careers it looks like the 76ers are improved with the addition of Miller.

I don't really know how you judge this. Whether they'll be better than their 5-13 record with Iverson to start the year, who knows. It seems to me that's too small of a sample size to say that Philly is a 23 win team with Iverson. Perhaps compare it to last year (their roster hasn't changed that much). If Philly can get more than 38 wins this year, or rather if they can play at that clip (27 wins the rest of the way, for 32 wins total) I guess you could say that Berri was right.

(This is all provided Andre stays put.)
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asimpkins



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PostPosted: Wed Dec 20, 2006 6:00 pm    Post subject: Reply with quote

Since Iverson has sat out a lot of those games, it wouldn't really be fair to compare to their record so far. I'd say last seasons win% would be a roughly fair comparison though.
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Ben F.



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PostPosted: Wed Dec 20, 2006 6:18 pm    Post subject: Reply with quote

asimpkins wrote:
Since Iverson has sat out a lot of those games, it wouldn't really be fair to compare to their record so far. I'd say last seasons win% would be a roughly fair comparison though.


I took that into account. He sat out the last 5 losses. They were 5-13 with him, 0-5 without. But I still think those first 18 games aren't the best proxy. I'd go with last year's as well. Farther in the post David Berri says he thinks Philly can go .500 from here on out, getting them to 35 wins on the season (3 better than the 32 that would match last season's record).
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deepak



Joined: 26 Apr 2006
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PostPosted: Wed Dec 20, 2006 9:07 pm    Post subject: Reply with quote

You could alternatively look at the OnCourt +/- numbers at 82games.com or (if you prefer wins/losses) look at the floor time win/loss record for Iversion.

Code:

            min    off     def    +/-   W   L     W%
            -----------------------------------------
05/06       3098  109.8   109.2  +0.5   33  37  47.1%
this year   640   105.5   108.7  -3.2   5   8   38.5%
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asimpkins



Joined: 30 Apr 2006
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PostPosted: Thu Dec 21, 2006 1:09 am    Post subject: Reply with quote

FFSBasketball wrote:
I took that into account. He sat out the last 5 losses. They were 5-13 with him, 0-5 without. But I still think those first 18 games aren't the best proxy. I'd go with last year's as well. Farther in the post David Berri says he thinks Philly can go .500 from here on out, getting them to 35 wins on the season (3 better than the 32 that would match last season's record).


He also missed two other games earlier -- due to oral surgery I think. So, including tonight's loss, they've played 9 out of 24 games without him if my count it right, for a 5-10 record with him, 0-9 without him.
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Mike G



Joined: 14 Jan 2005
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PostPosted: Thu Dec 21, 2006 6:07 am    Post subject: Reply with quote

davis21wylie2121 wrote:
That English-Vandeweghe-Issel team played at a monstrous pace, and the league itself played at a much faster pace back then, too. Those usage rates look huge, but they only amount to 20-25% of team possessions while on the floor. Iverson and Melo are at, like, 35% apiece. Something's gotta give (or, more accurately, somebody's gotta give). 'Tis the season for giving, after all...


If 2 guys can each average 30 Pts, playing at such a pace that they're only taking 25% of the team's shots, who is giving anything up? This would in fact require that the Nuggs have close to 100 FGA/G (they've been taking 85/G). That 15 FGA/G diff is just the difference between AI's attempts and AMiller's, to date.

Might that be the answer, to just kick up the pace by 15-20% ? It may not resolve anything here at apbrmetrics; but for Denver it might be easier than trying to stop anyone from scoring.
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asimpkins



Joined: 30 Apr 2006
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PostPosted: Thu Dec 21, 2006 11:57 am    Post subject: Reply with quote

Denver is already leading the league in pace by a good margin. They are +1.5 possessions over the Warriors, who are +0.9 possesions over the Suns, who are +2.9 possessions over the rest of the quickest teams.

I wonder if they can increase it more without really hurting their efficiency.
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Mike G



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PostPosted: Tue Dec 26, 2006 7:42 am    Post subject: Reply with quote

asimpkins wrote:
FFSBasketball wrote:
Going further it seems to me that we have to break out of the labeling of "Usage vs. Efficiency." Because I don't think that's important. Rather I think that we have to begin thinking of "roles" and what it means for a player to play within their role or outside of it. And more specifically, how a player will respond when forced outside of their traditional role.


Exactly. That's the same point I tried to make here:
viewtopic.php?p=10987#10987

.


Rereading the past thread, I came to page 4, in which BobC uses Wilt Chamberlain as the archetype of a high-usage player. Of course Wilt's role changed over 14 years, perhaps more dramatically than anyone before or since.

No one's responded to the chart I posted of Wilt's rising/falling FGA/48 and subsequent change in FG%. Here it is again, but in order of decreased shot attempts from one season to the next. For simplicity I'm just showing the decimal ratio of year1/year2 in these categories:
Code:
years   FGA   FG%
66-67   .59  1.26
71-72   .65  1.19
72-73   .75  1.12
68-69   .83   .98
65-66   .84  1.06
63-64   .86   .99
62-63   .89  1.04
60-61   .94  1.10
64-65  1.01   .97
69-71  1.13   .93
67-68  1.15   .87
61-62  1.25   .99


(I eliminated the 1970 season in which Wilt only played a few games; now jumping from '69 to '71.)
At the bottom of the chart are 3 years in which Wilt increased his shot attempts from 13-25%, and in 2 of those years his FG% drop substantially.
At the top are several years in which his shots are severely cut, and his FG% spikes upward. Exception being 68-to-69, in which he quits Philly for LA (both shots and % drop).

Since Wilt's whole career was a bit of an experiment in how many shots a guy could take -- and later, how few -- I don't find this particular example entirely useless. It's probably unrepeatable. Wilt wasn't entirely 'forced' into changing his role, but was eccentric enough that he would go after an assist title one year, an unbreakable FG% in another.
And damn the FT%.
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