Inside the Numbers: The 2009 Cowboys Running Game (Part II)
Trick trivia question to start off this post: Since moving to a 16 game schedule in 1978, how many times have the Cowboys rushed for more than 2,100 yards in a season without either an Emmitt Smith or a Tony Dorsett on the team?
The Dorsett led teams surpassed 2,100 rushing yards 5 times, from 1978-1981 and in 1983 ('82 was the strike-shortened season). The Smith led teams surpassed 2,100 yards rushing in all three Super Bowl years ('92,'93,'95) and once more in 2001, although it might be better not to dwell too much on that particular year.
Well, as you may have surmised from the title of this post, the 2009 Cowboys were the only Cowboys team since 1978 to rush for more than 2,100 yards without a Hall Of Fame running back.
Here are the stats for each of our running backs for the 2009 regular season:
| 2009 | Carries | Yards | Average | Rush TDs |
|---|---|---|---|---|
| Marion Barber | 214 | 932 | 4.4 | 7 |
| Felix Jones | 116 | 685 | 5.9 | 3 |
| Tashard Choice | 64 | 349 | 5.5 | 3 |
So as I sat here, watching the stats, having a beer, a thought suddenly crossed my mind: "Wasssaaaaap with these numbers?" What exactly do they tell us? Is Jones the better runner because of his better YPC? Is Barber more valuable for the team because he scored more TDs? Or is Tashard truly the people's choice, you just can't see it in these numbers? And should we perhaps consider trading one of them?
What we have here is a baffling conundrum. We have three running backs. Each contributes a specific element to the Cowboys running game. All three have produced at a fairly high level according to the stats. But to better understand the value each running back adds to the Cowboys running game, we need find a common denominator to compare them with.
Follow me as we shine the uncompromising light of Expected Points Value (EPV) on our running backs to uncover the truth behind the stats.
Go back to my previous post if you need a refresher on EPV.
Also, before digging into the individual player stats, I need to make one point perfectly clear: The EPV I'm using in these posts is the value of each play, not the value of each player. As I look at the player stats, what I'm actually doing is adding up the value of each play a player was involved in according to the play-by-play of the NFL game books.
Why is that important? Because football is a team sport, and the credit or blame for each run is shared by the running back, the O-line, the coaching, opposing defenses and many others. If you're so inclined, you might even give Roy Williams part of the credit for his near mythical down field blocking ability. Heck, some companies would have you believe that the shoes the athletes wear or even the credit cards they use have a profound impact on their performance.
Dallas Cowboys running backs EPV
Without much further ado, here are the EPV numbers for our three running backs:
| Total Rushing EPV, 2009 | |||
|---|---|---|---|
| Player | Runs | EPV | EPV/Run |
| Marion Barber |
214 | -6.85 | -0.03 |
| Felix Jones |
116 | 7.36 | 0.06 |
| Tashard Choice | 64 | 9.07 | 0.14 |
If you just started crying when you saw these numbers, or are running around in circles shouting 'I told you so' over and over, or are thinking about ways to get a refund on your Barber jersey - don't.
Keep in mind that the average value of all runs combined is close to zero. Here's why: A first down play needs at least four yards to be at least break-even in terms of EPV, and in the NFL about 55% of runs on first and ten gain less than four yards. If your name is Marion Barber, and you're the guy who's going to get called on for those short yardage situations, your EPV is bound to be low.
24% of Barber's runs came on downs with a distance to go of three yards or less. Choice had 18% of his runs in those situations, Jones only 10%. So that is a big part of why Barber's EPV is lower than that of the other running backs.
There are three other reasons for Barbers low EPV. The first is his fumble in the first Washington game on the Washington 16 yard line. EPV: -5.03. The second are his three successive failed tries on first and goal against San Diego. EPV: -5.37. The third reason are his two failed fourth and one conversion attempts in the second Washington game. EPV -3.85.
And here is where it get's a little philosophical: Who's to blame for that? On the fumble, well, that's really on Barber, nobody told him to fumble that ball. But on the other two points, the coaching is at least as culpable, if not more so, and the O-line didn't exactly shine either. At the very end of this post, I'll have a table that shows a 'clean' version of Marion Barber's stat lines, but for now I'll show the numbers the way they are, warts and all.
Runs by down - First it giveth then it taketh away
All our running backs generated a positive EVP on first downs, roughly maintained that value on second downs and gave it up again on third downs.
| Barber | Jones | Choice | ||||
|---|---|---|---|---|---|---|
| Down | Runs | EPV/Run | Runs | EPV/Run | Runs | EPV/Run |
| 1st |
122 | 0.05 | 72 | 0.13 | 36 | 0.33 |
| 2nd |
68 | -0.03 | 39 | -0.02 | 12 | -0.13 |
| 3rd |
21 | -0.27 | 5 | -0.25 | 12 | -0.06 |
| 4th |
3 | -1.87 | - - | - - | - - | - - |
To understand the dynamic of EVP vs down and distance, here is an example of the yardage required to maintain your EVP at about plus/minus zero from the 50 yard line:
1-10-DAL 50. EVP: 2.04
2-6-Opp 46. EVP: 2.05
3-1-Opp 41. EVP: 2.11
1-10-Opp 40. EVP: 2.66
For the running game, this means that, barring a run for a first down, you need to average about four to five yards per run to maintain your EVP. That's a tall order. It also puts the numbers in the table above into perspective. On first down runs, all our running backs were actually improving our scoring chances according to the EVP model. That is good. On second down, the backs on average were keeping the EVP scoring chances roughly even. Also not bad.
The way to think about these numbers is that any number greater than zero means that the running back is adding value to the Cowboys' game. On first and second downs combined, our running backs were adding value with every run. It's on third downs that our running backs had trouble finishing what they started, and where the value of their plays actually decreased. Barber's three failed runs on fourth and one also did not add value.
Runs inside the five yard line - a plague of biblical proportions
When the Cowboys were inside the 5 yard line and lined up for a run, the best strategy as a fan was probably to close your eyes. Here's why:
| Barber | Jones | Choice | ||||
|---|---|---|---|---|---|---|
| Runs by field position | Runs | EPV/Run | Runs | EPV/Run | Runs | EPV/Run |
| Own half |
108 | 0.07 | 73 | 0.02 | 36 | 0.15 |
| Short Field (50-21 yrd line) |
64 | -0.10 | 31 | 0.25 | 16 | 0.24 |
| Red Zone (20-6 yrd line) |
26 | -0.08 | 12 | -0.18 | 8 | 0.15 |
| Goal line (5 yards and less) |
16 | -0.37 | - - | - - | 4 | -0.30 |
A couple of things stand out as we look at the EPVs by field position. First, Tashard Choice looks like a good option everywhere outside the 5 yard line. But keep in mind that his low number of carries is not marred by any lost fumbles (Barber and Jones each have one) that would drive his average down. In the NFL last season, every 43rd rushing attempt saw a lost fumble. You could argue that Choice was overdue for at least one fumble.
Second, the fact that both Choice and Barber have negative EVPs on the goal line suggests that the issue at the goal line is less a running back issue and perhaps more of a O-line/team/play-calling issue.
Third, beware of sample size effects. If I were to take out Choice's 66 yard run against Oakland, his 'own half' EVP/run would drop to 0.03. Similarly, without the 36 yard TD run against the Chiefs, his 'short field' EVP/run would drop to 0.04.
Number of runs per game - How much is too much?
There has been a lot of debate on this board and elsewhere about which of our backs are every down backs, and which aren't. Be careful as you read on from here, because depending on which side you were on in that discussion, you may find the following stats surprising, perhaps even disturbing:
| Barber | Jones | Choice | ||||
|---|---|---|---|---|---|---|
| No of runs in a game | Runs | EPV/Run | Runs | EPV/Run | Runs | EPV/Run |
| Runs 1-5 | 75 | 0.03 | 65 | 0.10 | 39 | 0.12 |
| Runs 6-10 |
70 | -0.09 | 42 | 0.12 | 13 | 0.19 |
| Runs 11-15 |
56 | -0.03 | 9 | -0.50 | 9 | 0.18 |
| Runs 16 + |
13 | -0.08 | - - | - - | 3 | 0.17 |
Again, beware of the sample size on Choice, but it looks like Choice and Barber were basically able to maintain their EVP regardless of how many times they had to carry the ball. In Choice's case, he only had more than ten carries in two games, against Carolina and Denver.
Depending on how much of a Barber fan you are, if you take out any combination of turnovers, fumbles, or plays inside the 5 yard line, most of his EPV numbers would turn positive on the above table.
Felix Jones is the odd man out in this analysis. His numbers drop significantly when asked to carry the ball more than ten times in a game. Again, it's only nine carries, but on 7 of those nine carries he had a negative EVP, getting a positive EVP only on two runs of 6 and 5 yards respectively. All of the nine runs came in the 4th quarter of the Chargers and second Eagles games.
Runs by direction - Go left, life is peaceful there
We saw it in the overall analysis of the Cowboys' running game, and we see it again as we look at our running backs individually: running down the left side of our O-Line created positive value:
| Barber | Jones | Choice | All RBs | |||||
|---|---|---|---|---|---|---|---|---|
| Runs by direction | Runs | EPV/Run | Runs | EPV/Run | Runs | EPV/Run | Inside the 5 | |
| Left end | 16 | 0.19 | 22 | 0.38 | 4 | 0.17 | 0.18 | |
| Left tackle | 28 | 0.21 | 17 | 0.16 | 14 | 0.21 | -0.06 | |
| Left guard | 22 | -0.11 | 3 | 0.12 | 3 | 0.02 | 1.77 | |
| Up the middle | 68 | -0.05 | 29 | 0.07 | 31 | 0.17 | -1.83 | |
| Right guard | 35 | -0.23 | 12 | -0.27 | 3 | 0.17 | -4.23 | |
| Right tackle | 30 | -0.13 | 18 | -0.03 | 4 | -0.27 | -3.02 | |
| Right end | 15 | 0.16 | 15 | -0.15 | 5 | 0.15 | - - |
|
Curios: 48% of Choice's runs came up the middle vs. only 32% for Barber and 25% for Jones. And here I was thinking Barber was the straight ahead guy. Go figure.
Running down the left side is the only direction in which all three running backs came up with positive EVPs. I've also added the 20 runs our RBs ran from inside the five yard line, and their respective EVPs, to the table. Once again, this is a very low sample size, but the numbers from inside the five confirm and amplify the trend we see over the rest of the playing field. Still sticking to your mock drafts now?
Wildcat / Razorback / Single wing set / Direct snap - whatever that thing is called
The NFL game books show 15 runs out the formation the Cowboys prefer to call the Razorback - all of them by Tashard Choice, a Yellow Jacket. Choice had 64 runs last season. Of his first 48 runs of the season, only two were direct snaps. Of his last 16 snaps, 13 were direct snaps.
In conventional measures, those 15 snaps yielded 117 yards and a 7.8 YPC. Not bad at all. Of course, one of the runs was the 66-yarder against Oakland, so if we were to take that out, 14 direct snaps resulted in 51 yards and 3.6 YPC.
The EPV per run out of the Razorback is 0.45. Excluding the Oakland run, it' still a respectable 0.18.
Please don't hurt me, Mr. Barber
There is no question that Marion Barber is one of the toughest running backs in the league. When Barber plows headfirst into a hapless defender I can't help but think that this type of punishing running must have a positive effect on his teammates - it certainly has on me. And perhaps it is this style of running, always looking for someone to hit, that also helps explain why his EPV numbers are lower versus the other RBs: In his quest for the next bone crushing contact with a defender, it sometimes felt to me like he failed to take that one cut that would have taken him further down the field and given him exactly those extra yards that Jones and Choice were getting on the same play in the next series.
And because I'm afraid that Barber may find out where I live and pay me a visit, here are the 'clean' rushing EPV stats for Marion Barber. I've removed his one fumble, taken out all 16 plays from within the 5 yard line as well the failed fourth and one attempts.
[Special tip of the hat to Brian Burke at advancednflstats.com for providing the EPV data. Follow the link if you want to dig deeper into EPV. TJ Johnson at the MileHighReport here on SB Nation also has a great series running on EPV which I highly recommend.]
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22 comments
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Comments
The thing I really take away from these stats
is that Barber’s runs to the outsides are a little excessive in this offense. He does not have the vision of the other two, and as OCC pointed out, he isn’t that great at making the cuts that will maximize his yardage. I really hope this year that Felix is finally handed the keys to the running back position and allowed to use those tools like he did down the stretch this past year.
If I had a nickel for every Super Bowl the Eagles have won, I would have zero nickels.
Small sample sizes
are clouding your judgement.
by Mandmeisterx on Mar 19, 2010 5:52 AM CDT up reply actions
yeah, you're going to predict a season's worth of production
based on NINE carries?
Remember too to mesh these running stats with overall stats which show the team’s production went down. Are we seeing the line’s short fuse reflected in these numbers? Yeah, you can say “Choice is constant” but again, you’re talking about 12 carries over the course of an entire season.
I wouldn’t draw any conclusions off that, or that alone. I’d combine these metrics with tape review. We have no idea of circumstances. I know a lot of Jones’ late carries were simple iso plays into the teeth of the Eagles’ D when Dallas had big leads and was grinding clock. That’s not gonna produce pretty stats, because a 3 yard run in those situations is gonna jack up your negative numbers.
How much do Felix's really long TD runs affect his average?
If you are going to take out MBIIIs goal line carries and fumbles to see how he did in most running situations, I would like to also see Felix’s stats without his long touchdown runs. Obviously the big plays are a very important part of his game (and our offense in general), but I would like to see a measure of his effectiveness when he isn’t making the big plays. Because none of his “late game” carries happened to go for big yardage, this might bring his average way down compared to his “early game” carries in which some of those really long runs are factored in. If the lack of big runs is the only difference between late game EPV and early game EPV then the difference between the two is most likely due to small sample size rather than an indicator that he is wearing down.
I think the left end numbers would disagree with you.
Regardless, I think it is pretty clear through the eye test at the least that Felix is the better outside runner and should get the most carries out of the three every week.
If I had a nickel for every Super Bowl the Eagles have won, I would have zero nickels.
by Cowboyfan729 on Mar 19, 2010 12:08 PM CDT up reply actions
Football Ousiders did an interesting article about inside the 5 running and the Jet's signing LT
The conclusion was that if the Jet’s wanted an effective goalline back TJ Duckett is a better choice. Over the last 4 years LT has been below average although LT has been above average for his career.
The correlation of performance from year to year is very low, suggesting either little consistency or sample sizes are so low that you can’t draw conclusion from it.
Maybe Dallas could carry an inside the 5 specialist and a kickoff specialist?
http://insider.espn.go.com/nfl/insider/news/story?id=4999555
by Fan in Thick and Thin on Mar 19, 2010 6:17 AM CDT reply actions
I Have Concerns About MBIII
we were stopped a lot on third and short when Barber carried the ball.That was not the case in years past.
Four RBs who have been elite in the past were cut early. Three have found new homes.
There are some good prospects in this draft so if we could trade Barber we could find a replacement easily.
Hey I know the positions of need are O line and NT but like you couldn’t pass Bryant if he drops there are some backs that could be a steal in the second and third rounds.If they are the best left on our draft board we ought to take them.
I know Spiller is rated No. one RB but he hasn’t shown much better than many of those others in the top 15.
Of course my pet cat amoung the RBs is Gerhart but I don’t think he lands in Dallas.
by TCB Orange Dino on Mar 19, 2010 7:51 AM CDT reply actions
I think MBIII had definitly hit a wall...
but i don’t think we were just stopped on short yardage situations because Barber was carrying the ball.
I think there were times that the linemen missed their blocking assignements.
John McClain: Welcome to the party, pal!
by The Immortal Iron Fist AKA AFB on Mar 19, 2010 7:59 AM CDT up reply actions
I think it isn't fully on Barber..
Most of the stops on third and short or fourth and short he was tackled from the back or grabbed before he was able to do anything. I honestly think it has something to do with our offensive line, especially the center and right guard. You can’t exactly make a push for the first down when your linemen aren’t hitting assignments and aren’t making a push themselves.
Barber was also hurt in a lot of games last year, maybe not hurt badly, but he just can’t seem to get it going as well when he is even slightly hurt. But when he is healthy, it is like watching a totally different guy.
I agree and I disagree with you
Barber tore a quad in week three, in the middle of a big run against the Panthers. A doctor I know told me that takes six weeks to heal. He sat out one game and played the rest of the way. The guy was never healthy from Carolina forward. A tear in a thigh muscle is going to affect explosiveness and power.
OTOH, he tore the muscle running in the open field, without contact. That makes me wonder. I’m not one to buy injury prone, and this could be a fluke but its strange to see him go down that way.
this begs the question:
With Choice on the roster, why not allow quad to fully heal?
by Dave Chappelle Jr. AKA Felix Jones on Mar 19, 2010 5:12 PM CDT up reply actions
Was I just imagining things during the preseason when the Cowboys used Felix often in the red zone?
They did that with him early in his rookie year too. Dude wasn’t half-bad in that role and his explosiveness shot him into the end zone on a number of occasions.
And then during the ‘09 regular season he’s just got 12 carries from 6-20 and 0 from 5 on in. Sure, Choice and the Razorback snagged some of those carries (12), but Barber totaled 42. He’s a brute and all, but that’s nearly twice as much as both the other guys combined.
Maybe instead of role playing RBs, Garrett can just rotate them regularly.
BTB League Consolation Ladder Champ...thought you knew.
I like having felix out there as well....
because I really think that Dallas runs to the edge well.
As much as I love running it up the gut, I really am not against toss plays with Felix in the red zone.
John McClain: Welcome to the party, pal!
by The Immortal Iron Fist AKA AFB on Mar 19, 2010 8:34 AM CDT up reply actions
Nope...
And sure enough I believe he stuck it in too when given that chance. I actually wanted them to go back to that because he has the vision and explosion that is so necessary to hit those holes that open for a second or two.
If I had a nickel for every Super Bowl the Eagles have won, I would have zero nickels.
by Cowboyfan729 on Mar 19, 2010 12:10 PM CDT up reply actions
" the 2009 Cowboys were the only Cowboys team since 1978 to rush for more than 2,100 yards without a Hall Of Fame running back."
That’s assuming of course that Felix doesn’t become a HoFer!
great stuff as usual OCC, this EPV concept is very interesting…
For Felix to be a HOFer
he will have to touch the ball more. Being a part time back ain’t going to get him in the HOF IMO.
of course, and i meant it as a joke (partly) anyway
but… I do think he has the talent to be a HoFer if given the opportunity, and it’s likely that his role will keep expanding. He’ll never be like a 25 carry a game back, but among backs with >100 carries last season, he’s tied for #1 with J. Charles in YPC with 5.9. Not that he can necessarily keep his YPC up if given a greater role, but in his 2 postseason games, when he had 15 carries a game, his YPC was 7.2. So I’m just saying, given the opportunity, he has the talent, and HoF would not be a complete impossibility for him…
With his speed and quickness
I would love for him to get more involved in the short passing game also. Get him the ball in the open field and let him do his thing.
My first thought as well.
If I had a nickel for every Super Bowl the Eagles have won, I would have zero nickels.
by Cowboyfan729 on Mar 19, 2010 12:10 PM CDT up reply actions
The trouble running right
is one of the biggest concerns that I have. Especially the numbers over right guard. I’m curious as to whether Bigg is that bad at putting a hat on the guy in front of him or whether the defense plans for us to run that way as we do it so often.
I suspect its the former, but I hope it the latter.

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