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Around SBN: More Televised Winter Baseball, Please

Shake Me - How Turnovers and Penalties Shook the 2009 Denver Broncos

Penalties and turnovers hurt, like a kick to the groin.  Every coach will tell you that they can kill a drive faster than a Darrius Heyward-Bey crossing route (the groin of the Oakland Raiders).  In fact, you hear about penalties and turnovers so often in post-game press conferences, you would think that play calling had little do do with the results of the game.  

And often this is the case.  The team that does the best job executing its own individual game plan is usually the winner. Penalties and turnovers are simply markers along the way.

But when you chart every offensive play in a given season, you tend to only focus on the big picture (trends, downs and distances, player values) and forget about just how large a role penalties and turnovers really play.  Each holding call, each interception and fumble, each turnover on downs, and each missed field goal--each one of them were a piece of what became the 2009 Broncos offense.  So I thought that I'd take a brief moment this week in the middle of all of the draft analysis, to explore, using expected points value, penalties and turnovers. 

I also realized that, last week, after my piece entitled Talk Dirty to Me - The Power of Hyper-Aggressive Coaching (and How Stats Can Make Josh McDaniels Even Dirtier), I was a just a little depressed.   Apparently, I wasn't quite dirty enough. One MHR member even emailed me to remind me that, although I had written a clever little statistical ditty, I'd forgotten one absolutely critical element.

More cowbell.  

So, this week, I've remedied my sins.  We'll be looking at penalties and turnovers within the context of the 1986 song Shake Me, by glam-metal sensation Cinderella.  Cinderella emerged on the glam-metal scene in the middle of the decade, coming out with a 2nd wave of glam-metal rock bands: Poison, Warrant, Skid Row, Enuff Znuff, Slaughter, Vixen, and Winger.  I would certainly put Cinderella, with its blues influence at the top of this list. This song, however, is pure cowbell.  

So, if you can shake it without breaking it, join me after the jump for a shorter-than-normal-statistical drum solo.

Star-divide

Turnovers - They Don't Rock

When I looked at the value of Denver's turnovers in 2009 through the lens of expected points value, I noticed that committing a turnover was much worse than I had originally thought.  I had written before about the idea that a turnover was worth somewhere between 3 and 4 points through the use of regression analysis, but when I performed an actual play-by-play analysis, the suckiness of turnovers was really brought home for me.  Here are the expected points values of each type of turnover for the Broncos in 2009:

Turnover Type Count Expected Points Value
Fumbles 9 -3.96
Downs 10 -2.32
Interceptions 13 -4.17
Missed Field Goals 5 -2.96
All Turnovers 37 -3.46

 

When Denver turned the ball over 2009, it cost them dearly.  One would be inclined to believe that because of the opportunity for a pick-six interception, that interceptions would naturally have had a higher value than fumbles, but as we see here, there is was no real statistical significance between fumbles and interceptions.  

The three highest-value interceptions (worst) in 2009 were the following:

  • Pittsburgh: -8.067 points
  • Kansas City (Week 17), 1st Pass: -6.79 points
  • Kansas City (Week 17), 2nd Pass: -8.79 points

The three-highest value fumbles (worst) in 2009 were the following:

  • Chargers (Week 11), Moreno: -5.73 points
  • Chiefs (Week 13), Orton: -4.69 points
  • Chargers (Week 11) Simms:-4.82

Given this limited information, and further, given that fumbles and interceptions were so close in average value, we would likely have seen a higher standard deviation for interceptions  In other words, interceptions probably tended to have a wider swing in value, whereas fumbles tended to stay consistent in "badness." Badness, by the way, is what you are about to see on draft day from the Raiders, but I digress.

These numbers make intuitive sense.  Rare is the interception that takes place near the line of scrimmage. However, fumbles are quite common around and near the line of scrimmage.  The defense simply attempts to fall on the ball. 

Turnovers on downs and missed field goals both had less value.  This is because both turnover types simply change the the possession and do not alter the line of scrimmage, although admittedly, with respect to field goals, the offense for the other teams takes over possession at the placement of the kick.  

Does this mean that turnover the ball over on downs or missing a field goal is somehow acceptable to punting? Hardly. In 2009, the average Mitch Berger punt had an average expected value of .436 points.  So there are real coaching consequences for going for it or kicking difficult field goals, as I discussed last week, and to which we will return in future weeks with a series that Brian Shrout will be featuring.  In this limited space, however, I'll simply make the general point that turning the ball over on downs (one could argue) is the equivalent to losing between 2-3 points.  That can add up very quickly.


Penalties -  It Gets Me Kickin' The Walls

Earlier in the year, I wrote a piece in which I came to the conclusion that over the course of an entire season, penalties tend to even out.  I still believe this is true--except in the case of Peyton Manning and the Colts.  The Colts showed a disturbing trend of penalties against their opponents.   However, penalties still have real value, and you can be sure that every time you saw Ben Hamilton holding, it was costing the Broncos expected points.

In 2009, the average expected points value of an offensive penalty for the Broncos was -.948.  That's no small matter, considering that the Broncos averaged about 3 offensive penalties per game.   By far the majoring of offensive penalties were falsestarts, which were worth -.706 points and holding penalties, which were worth -1.19.  

The three biggest penalties during 2009 were the following:

  • Week 3 - Raiders--Daniel Graham, Holding: -1.684
  • Week 14 - Colts--Daniel Graham, Holding: -1.754  
  • Week 10 - Redskins--Tony Scheffler, Pass Interference: -2.414

Coincidence or not, when the Denver Broncos tight ends committed a penalty, they got their money's worth.  

When the defense committed a penalty against the Broncos, the values were even higher--in Denver's favor, of course.  The average defensive penalty had an expected points value for the Broncos of 1.34 points.  As you might expect, pass interference was the main reason, averaging 2.18 expected points per penalty.  Defensive offsides was also a frequent contributor, but on average only gave the Broncos .862 expected points per penalty.

The pass interference calls relate to a larger issue that some MHR members have brought up in the past.  It's also my final issue for your consideration.  Because of the nature of pass interference calls for the offense--namely, their significantly larger expected points value than that of the offense--having WRs that can stretch the field and go up to get the ball adds another layer of value for any offense.  I'm not saying that we need to go all Al Davis (creepy) or Norv Turner (predictable) suddenly and try to stretch the field, but it's certainly worthy of consideration.  

Does Brandon Marshall or Jabar Gaffney or Eddie Royal or Brandon Stokley add this kind of value?  Does someone nicknamed The Beast really go and fight for the ball and create contact the way other receivers do?  Or does he follow his own gypsy road.  

You know the kind of value I mean.  We're talking Larry Fitzgerald, Vincent Jackson, or Antonio Gates type of value. In the Broncos offense, do they necessarily need to add this kind of value?

To these questions I'll leave you and your cowbell.  All. Night.  Long.  

 

(Note: my apologies to all MHR readers for a smaller word count this week.  I realized rather late in this piece that I could have done a better job of analyzing each of these penalties within the context of each game in order to demonstrate the true nature of how an individual penalty costs a team points.  Next week, upon reviewing the defense, I hope to have a more complete and full analysis.  In short, thanks for Abiding)

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Ah yes the big hair era,

relating to pulling my hair out on turnovers and penalties. Nice analysis TJ. I know pointed out a couple of Graham holds; seems to me those you listed were probably the worse in your analysis, but Graham seemed to get called quite often for holding usually killing a great play. Not the only guilty party. Holds for the most part happen all the time, but I was wondering though do they get called more on plays off the edge when a speed rusher is involved or up the middle when the DT overpowers the OL?

"A great pleasure in life is doing what people say you cannot do" Walter Gagenot
"Hope sees the invisible, feels the intangible and achieves the impossible."

by bchiper on Mar 3, 2010 8:54 AM MST reply actions  

Chips, thanks for getting up on a Wed and taking a look

By my count, I had Graham with 8 penalties, on average they were worth -.963 points. I had him with 3 holds, 4 falsestarts, and 1 motion penalty, although I could be slightly off. But I think your point is correct. I think this was highest on the team, but I didn’t do a count by penalty type. Hamilton also had some big penalties, but not at the same frequency.

The three holding calls on Graham, it did appear (although not a stellar sample size), to be on those types of runs to the outside.

I wish I had charted penalties on runs by play direction. I’ll have to go back in an add the data. When the Broncos committed the penalty, I simply had a data field called “openalty” and another for the type of penalty. I didn’t add the direction. Oh well, learning for the next round!

Well, I’l just have to give a straight up naked opinion here, but my belief is that yes, plays run to the edges, but the nature of what is going on (guys trying to seal the edge) would lead to a higher percentage of calls per play.

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 9:14 AM MST up reply actions  

Thanks for the updates,

I would tend to agree with you on plays to edge having a higher degree of penalities associated with them. They are more high risk in nature anyway……

"A great pleasure in life is doing what people say you cannot do" Walter Gagenot
"Hope sees the invisible, feels the intangible and achieves the impossible."

by bchiper on Mar 3, 2010 10:24 AM MST up reply actions  

While a great blocker Graham had a technique problem at times last year.

He would get his hand outside the shoulder of the defender which is an automatic call for the umpire near the line when the defender tries to disengage.

Imagination is more important than knowledge. A. Einstein

by Ponderosa on Mar 3, 2010 11:13 AM MST up reply actions  

omg Doc

You just caused a flashback to that scene in the movie Necessary Roughness where the ref is trying to call penalities on the player name Samurai who has just karate kicked and hit the opposing player into submission during the game.

LOL. Thanks for a good laugh on a Wednesday.

We live in an age when instant gratification isn't fast enough

by Brian Shrout on Mar 3, 2010 11:30 AM MST up reply actions  

I wonder if he studied martial arts at any time.

I know many football players have employed various martial art disciplines

Imagination is more important than knowledge. A. Einstein

by Ponderosa on Mar 3, 2010 4:11 PM MST up reply actions  

Good point

He did look like some of my larger students. The guy I trained under in judo was a 5 time US Heavyweight Master’s class winner – a massive guy in his 40s who seemed like he was carved out of granite – his wrists were bigger around than my ankles. There was a student on the south side of Chicago where we trained that even looked like Graham. That seems like a good art for someone who’ playing on the edge

Don't say rebuild - say reload...

by Doc Bear on Mar 3, 2010 5:39 PM MST up reply actions  

Sweet write up TJ

I’ve always believed that the penalties the Broncos committed, not only in 2009 but in previous years as well, had far more impact than most people understood. I had based my perception simply upon the need for the team to cover the same ground twice, the shifting of momentum and shortening the field for the opposing team. Having your EPV analysis on top of that eyeball perception really helps.

It also helps me better understand McDaniels’ insistence on having smart players — players who not only are able to grasp the playbook, but who are also less likely to commit mental errors.

Thanks again

We live in an age when instant gratification isn't fast enough

by Brian Shrout on Mar 3, 2010 9:05 AM MST reply actions  

Thanks, Brian. I was surprised by Graham a bit, given that he was a former Pats player.

Would have thought he would have less false starts.

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 9:58 AM MST up reply actions  

Me too

I wonder if it can be chalked up to not being totally in tune with Orton’s cadence.

We live in an age when instant gratification isn't fast enough

by Brian Shrout on Mar 3, 2010 10:50 AM MST up reply actions  

The Broncos have to make their plays better or it won't make a hoot-n-holler how well the defense does.

Too many penalties, bad situational let downs, driving interceptions for -6. I hate them all and they better get their act together this year by golly or I’m going to be wore out cussing these rascles. Great post TJ

by bfree2bronc on Mar 3, 2010 9:05 AM MST reply actions  

good post, interesting

saw Cinderella open for Chuck Berry once… great show actually.

by Whidbey Bronco on Mar 3, 2010 9:12 AM MST reply actions  

excellent as always Dude!

Verbose in style, dispersion of thought, procrastination in life.

The guy formerly known as ZAPPA

by Tim Lynch on Mar 3, 2010 10:07 AM MST reply actions  

Thanks, my good friend. Rock me.

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 7:40 PM MST up reply actions  

Awesome Dude

I was going to suggest that we do something like this together. After all, how do you explain games in which a team’s result differs from the raw turnover numbers? The answer, of course, is that not all turnovers are created equal. Now that you’re doing this, I can revert to my preferred role of freeloader.

I’m assuming the title is another pop music reference I don’t get. Who?

by Chibronx on Mar 3, 2010 10:48 AM MST reply actions  

There was an MHR thread on that last year after the great QB trade

I don’t recall which post it occurred in, but I recall it being stated that in 2008, the Broncos were even, or had won the turnover battle in 4 out of our 8 losses.

We live in an age when instant gratification isn't fast enough

by Brian Shrout on Mar 3, 2010 10:53 AM MST up reply actions  

Chibronx, I am happy to work on any of these things with you. Simply email me with your thoughts

Brian and I are probably going to do this from time to time. I’d also like to get DCJ involved on a few things. Both you and he are “real” stats guys. I just fiddle with regression and probability.

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 7:38 PM MST up reply actions  

*PENALTIES*!

Often times we see penalties as a way to keep the game flowing in an honest direction and limit the amount of injuries. And that is fine if the officials do their job proficiently, but often times we see calls made that are frivilous and uncalled for that change the outlook of the game and momentum. I hate those kind of calls and hope that some day the NFL will address the problem of over zealous officials who show a partisan position in games. We’ve all watched games the Broncos have played and made the comment that the officiating crew for that game always seems to have a slanted view of our team and sure enough through the course of play drive or critical situation would be stopped dead in it’s track for a WTF call. Whatever the broncos did to irritate these ref’s shouldn’t be a reflection of how they call the game. Their job is to make sure the games flows along to a determined outcome, not a predetermined outcome. I’ll give a couple of for instances, the Clady false start down in the redzone or the Kuper mysterious false starts x2. There are many more questionable calls that were called at unopportune times that made me want to choke the TV! All I ask is that they have parity in calls and let the players play. A penalty can be call on almost every play, just don’t make a call when the momentum is at stake. I rant and all you did TJ is bring back those ill fated memories for me. I hate you dude! Just kidding. LOL

by bfree2bronc on Mar 3, 2010 11:13 AM MST reply actions  

Excellent as always, TJ!

I am sewing band patches on my denim jacket again ASAP!

by RalphW on Mar 3, 2010 11:34 AM MST reply actions  

Ralph, someone has to do it!

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 7:38 PM MST up reply actions  

TJ, You're making me feel old again

In 86 when your feature song came out, I was dealing with my first born daughter — who’s now 23. LOL

We live in an age when instant gratification isn't fast enough

by Brian Shrout on Mar 3, 2010 3:37 PM MST reply actions  

Kentucky Bronco and California Jo make me feel that way! But what do they say...

if it’s too loud…?

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 7:41 PM MST up reply actions  

I think you used

just enough Cowbell on this TJ. At least enough to abide til next week. IMO, Glam Rockers are posers, but Cinderella was better than most. I suppose the next up is Twisted Sister……“I Wanna Mock!”

Character may be manifested in the great moments but it is made in the small ones -- Philip Brooks

by KaptainKirk on Mar 3, 2010 6:26 PM MST reply actions  

There's only one cure, Kap....cowbell

The Dude abides. I don't know about you but I take comfort in that.

by TJ Johnson on Mar 3, 2010 7:42 PM MST up reply actions  

Awful memories of those OL penalties...

and how badly they affected the game flow…..

Sunday, Bloody Sunday…. ;)

"Brandon Marshall will be a happy BRONCO WR in 2010"
Broncotodd - 2009

"Facts are stubborn things; and whatever may be our wishes, our inclinations, or the dictates of our passion, they cannot alter the state of facts and evidence."
John Adams

by Broncotodd on Mar 4, 2010 7:29 AM MST reply actions  

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