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The most important statistic in basketball (and how it's killing us)

One of the great strengths of four-factors analysis is that it illustrates how important basketball skills other than shooting the ball are to playing successful basketball.  Taken together, limiting turnovers, crashing the offensive glass, and getting to the free throw line can more than offset a bad shooting night (with the converse being true on defense).

At the end of the day, though, shooting the ball is still the single most important component of statistical basketball performance.  In the words of Dean Oliver:

The game of basketball was set up that way more than one hundred years ago, where the objective of that first game in Massachusetts with two peach baskets was nothing more than getting the ball into those baskets. In that essence, the game hasn't changed. Whether it's 3-foot shots or 3-point shots, shooting the ball from the field remains the dominant means of scoring points before giving it back to opponents.

Of course, the term "shooting the ball," as applied to offensive performance, is something of an oversimplification.  Not all shots are created equally.  The greatest pure shooter in the world won't have much success if he's consistently being forced to take fade-away 18-footers from the corner.  The effective field goal percentage an offense posts is, therefore, reflective of both the kinds of shots a team takes and how proficient it is at sinking those shots.

Star-divide

A couple years ago, I had a minor eureka moment in thinking about this topic:

Offensive effective field goal % is subject to the problem Pomeroy notes above: It tells you how good a team is at scoring the basketball (when it doesn’t turn the ball over), but it doesn’t tell you whether the ability to score is the result of (1) creating and taking good shots or (2) simply being a good shooter.

With defensive effective field goal %, on the other hand, it’s a good bet that pure shooting ability is pretty randomly distributed across a team’s opponents. So a low defensive effective field goal % indicates a team excels at forcing its opponents to take difficult shots.

My assertion, then, is that defensive effective field goal percentage is the most important basketball statistic in determining team-level success.  It has the greatest statistical weighting relative to overall defensive efficiency, and it's more easily interpretable than offensive effective field goal percentage.  Simply put, it tells you, "Does this team consistently force it's opponents to take difficult shots?"  Teams for which the answer to that question is "Yes" are going to have a pretty decided advantage whenever they take the court.

Unfortunately, this conclusion makes the graph below particularly unpleasant for MSU fans:

After holding all of their first six conference foes to an eFG% below 50%, the Spartans have now allowed 5 of their last 6 opponents (including the last 4 opponents consecutively) to top that threshold.  The result, of course, has been a quick return to the Big Ten pack after building a 3-game lead halfway through league play.

It's hard to point to any single factor driving this defensive turn for the worse.  The schedule has played a partial factor; 4 of the last 6 games have been on the road, and 4 have been against teams with top-50 offenses (per KenPom).  But the dramatic shift upward in the data plot above is bigger than can be explained by just the quality of the opposition.

For whatever reason, MSU's defense just hasn't been as stingy in forcing tough shots in recent games.  Opponents have certainly come out blazing hot from beyond the 3-point arc in the last several games.  The last 4 opponents (Northwestern, Wisconsin, Illinois, Purude) have combined to shoot .400 from 3-point range.  But MSU has also struggled to stop opponents from getting easy looks around the basket.  Those same 4 opponents have combined to shoot .575 on 2-point attempts. 

A pretty diverse set of scorers has lit the Spartans up of late.  All of the players below have taken at least 8 shots from the field and posted an eFG% of at least 50% against MSU in the last 4 games:

  • John Shurna
  • Jason Bohannon
  • Keaton Nankivil
  • Demetri McCamey
  • D.J. Richardson
  • E'Twaun Moore
  • JaJuan Johnson
  • Robbie Hummel

That's 4 guards, 2 big men, and 2 floaters (Shurna/Hummel).  So you can't pin the defensive struggles on any particular defender--or even group of defenders.  It's been a team-level failure.

We can hope that some of it's been a little flukey.  McCamey and Moore just seemed like they couldn't miss, no matter how good the defense was.

And maybe some of it's stemmed from strategic problems.  Joe Rexrode reported the following today:

Based on some of the comments from MSU's players last night, Matt Painter tweaked some things with his offense, turning screeners into backdoor cutters at times, and that caught the Spartans off guard. That doesn't excuse all the slow reaction, bad communication and Purdue layups, but it sounds like the Boilermakers hit the outside corner with some curveballs.

Still, 4 consecutive conference games--and 5 of 6 games--is a decent-sized sample by college basketball standards.  I don't have any great working theory as to exactly what needs to be corrected on defense to reverse the recent trend--except to say, "everything."  There have been too many open 3-point looks, easy baskets off the pick and roll, breakaways conceded off turnovers, and mid-range floaters allowed in open space.

We talked (briefly) yesterday about how Tom Izzo's defensive scheme is designed to utilize help defense to prevent easy looks at the basket.  As important as defensive eFG% is for any basketball team, it may be even more important for Tom Izzo teams.  Creating turnovers will never be a big strength for MSU, and you can't rebound the ball if the other team doesn't miss.  (One defensive positive: up until last night, the Spartans have continued to avoid sending their opponents to the free throw line and now rank 14th in the country in opponents' free throw rate.)

There's no bigger sports "cliché" then "defense wins championships," but it sure seems like it will be the case this time around.  As disjointed as the offense has looked of late, the team has scraped together enough points to stay in games, and scoring efficiency should improve as Kalin Lucas gets healthier.  The question is whether Izzo can get the MSU defenders working together again to keep opponents from scoring so many points that what the team does on offense becomes fairly irrelevant.

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It’s astounding how good our offensive numbers have been, given how awkward things have looked at times. We finished north of 1 PPP against Florida despite a 33% TO rate, same at Illinois despite a 27% TO rate. If the defense can get it together, this has the potential to be a Final Four team. If not, we’ll be this year’s Wake Forest.

by SpartanDan on Feb 10, 2010 9:07 PM CST reply actions  

Lucious

I’m not sure he is totally to blame, but Lucious is a terrible defender. He does OK on the ball but consistently loses his man off the ball. In these longer possessions that Wisconsin and Illinois employed, Korie would eventually lose his man on a off-ball screen or cut (for example, the other defender switched but Korie did not) and it would lead to a good look. This is especially maddening in that Korie has the athletic ability to stay with anybody. Chris Allen lacks foot speed but has managed to at least be a reasonable defender so I’m hopeful Korie will get better if he wants more playing time.

Lucious is not the sole reason for the terrible numbers described by KJ but improving on our defensive efficiency with Lucious playing 35 minutes is impossible without significant improvement by him. Hopefully, Lucas is back for good and will get back to normal soon.

by mikegostate on Feb 11, 2010 8:05 AM CST reply actions  

Yikes!

Not only the general trend line (a steady increase with one lone dip since mid-January), but the fact that the last three opponents had a eFG% of near 60% or higher. At a certain level, the problems would seem to lie on the perimeter; in other words, we’ve known since Day One that someone like JuJuan Johnson would hurt us because of our lack of size (and we’ve been able to hold our own against less offensively-talented bigs like those at Minnesota). Hard to know where the problem lies: stretches of the game with both KL’s in the backcourt? Summers, Lucious and occasionally Green losing his man in space or on switches? Big men not hedging as well as Suton and Ibok used to, cutting down the ability of guards to turn and get into the lane?

by RobbingGormanThomas on Feb 11, 2010 8:08 AM CST reply actions  

This reminds me of our defensive problems in football

Both Ryan and Painter made post-game comments indicating that they were able to do some special preparation for MSU that ended up being successful. I can only speculate about what they saw, but it likely had to do with the way Izzo has them switch on ball screens and help in the post. It seemed to me that Wisconsin and Illinois were exploiting switches to create mismatches on the perimeter while Purdue focused on getting guys free down low. I do think we’re too willing to accept a mismatch on a switch rather than try to fight through a screen and, if necessary, bring help later. And when we do help, it too often comes from a perimeter player on the ball side creating an easy kick-out pass from the post to the now-open shooter. It also seems like it would help us to play a little tighter on the ball, not so much to create turnovers as to make it more difficult to run these set plays.

by Con-T on Feb 11, 2010 10:59 AM CST reply actions  

We are a doughnut team

We have no center. Herzog is a bust, Sherman will be good down the line and Nix is still too heavy. The little things that G did, behind the scenes, are blatantly obvious now.

Look at the last 5 games and tell me which was the good one.

by MSU1978 on Feb 11, 2010 3:52 PM CST reply actions  

Nice article

I like your idea that defensive eFG% is a more reliable indicator than offensive eFG%.

According to CBS Shot Chart data, opponents have these shooting figures the last four games:

Dunks: 11/16
Layups: 24/36
2pt Jumpers: 40/74
3pt shots: 34/85

NBA players make about 40% of their 2pt jumpers, and Purdue/Illinois/Wisconsin/NW combine to average around 35% from 3. In these four games, opponents shot 54% on 2pt jumpers and 40% from 3. Adjust those numbers back to the norm and you’ve got

Dunks: 11/16
Layups: 24/36
2pt Jumpers: 29/74
3pt Jumpers: 30/85

For an eFG% of 51.7%, which is a bit above the season average, but about what you’d expect given the quality of these four teams and Lucas missing part of the action. I’d attribute the Purdue game to bad defense (they were 9/10 on layups and 3/4 on dunks, ew), but the other games look like luck.

by YaoPau on Feb 11, 2010 4:44 PM CST reply actions  

Let's hope so

Good stuff here. Part of the high 2pt jumper % would be Mike Davis and JaJuan Johnson knocking down open 18-footers off the pick and roll. That’s not a problem you normally confront in college basketball.

Fight for The Only Colors: Green and White!

by KJ@theonlycolors on Feb 11, 2010 5:32 PM CST up reply actions  

The other part of the equation is whether

we are giving up more dunks and layups than normal. They are higher percentage shots so if teams are taking more gimme’s their eFG% will increase. Our last four opponents have shot better from outside (jumpers and 3 pointers) than would be expected, but is that due to bad luck (they just got hot) or defensive breakdowns on our part? If we are giving up a greater percentage of inside looks that would point to a problem with our D because we are giving up easy shots rather than difficult shots.

by TheCrestedHelm on Feb 12, 2010 10:13 AM CST up reply actions  

I think it's a little of both

They’re hitting the tough shots when we do force them, but we’ve been giving up too many easy looks.

by SpartanDan on Feb 12, 2010 6:45 PM CST up reply actions  

This is good stuff, KJ.

Where can I find defensive and offensive effective field goal %? Statsheet?

"...there'll be some woman, maybe 45 or 50, she'll come up and give me a hug, and I'll give my wife a wink: See? I'm not that old." - Joe Paterno

by ReadingRambler on Feb 11, 2010 6:50 PM CST reply actions  

For all of the NCAA teams, I mean

"...there'll be some woman, maybe 45 or 50, she'll come up and give me a hug, and I'll give my wife a wink: See? I'm not that old." - Joe Paterno

by ReadingRambler on Feb 11, 2010 6:51 PM CST up reply actions  

Rankings are here

http://kenpom.com/factors.php?y=2010&t=o&s=3

http://kenpom.com/factors.php?y=2010&t=d&s=3

Nice coincidence to back up my theory: Kansas currently ranks #1 in the country in defensive eFG%.

I’m sure StatSheet has these rankings somewhere in its treasure trove of stats, as well.

Fight for The Only Colors: Green and White!

by KJ@theonlycolors on Feb 11, 2010 7:19 PM CST up reply actions  

Thanks!

"...there'll be some woman, maybe 45 or 50, she'll come up and give me a hug, and I'll give my wife a wink: See? I'm not that old." - Joe Paterno

by ReadingRambler on Feb 11, 2010 7:47 PM CST up reply actions  

Interesting

But I’m not sure about the correlation beyond that. There are several good teams towards the top, sure, but there are plenty of bad teams too. And some good teams that aren’t very near the top.

by rcpratt on Feb 11, 2010 8:37 PM CST up reply actions  

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