2016 Adjusted Games Lost

2016 Adjusted Games Lost
2016 Adjusted Games Lost
Photo: USA Today Sports Images

by Scott Kacsmar

It was more probable than not that the 2016 NFL season would make us revisit the way we calculate the number of games missed due to injury. The league removed the "probable" designation from Game Status Reports, leaving "questionable," "doubtful," or "out" as the only options to describe each player's likelihood of appearing in that week's game. In past years, "probable" was meant to indicate that a player had roughly a 75 percent chance of playing that week, but actual results leaned more towards 95 percent of those players taking the field. In other words, "probable" became about as boring and predictable as an extra point from the 1-yard line, so something had to be done.

This move was essentially designed to streamline the process and cut down on gamesmanship, but did it just murky the waters of misinformation even more?

A "questionable" designation was intended to be more of a 50-50 proposition, but we have seen teams loosely interpret that rate in the past. Under the new system, "questionable" means that "it is uncertain as to whether the player will play in the game." Doubtful used to mean that there was at least a 75 percent chance that the player would not play, but now means "it is unlikely the player will participate."

Basically, there has been little difference between "doubtful" and "out" in recent years -- a player listed in either category will likely sit out that week. If a player did magically play during one of those weeks, he likely received a low-key Saturday upgrade to questionable (discussed here last year) that does not make its way onto the official injury reports. Baltimore's Elvis Dumervil was the only "doubtful" player to take the field -- not only did he play in a Week 12 game against Cincinnati, he even forced a fumble! -- but that looks more to be a typo on the Ravens' official site that may have been later corrected to "questionable" on NFL.com.

Naturally, with "probable" gone, we expected to see more players listed as "questionable" than ever before in 2016. However, the unexpected twist was having more than 1,500 players listed as injured, but without any type of game status. In past years this never happened -- every player on every game report had been listed with a designation. We started calling these players "The Blanks" since teams just used a "-" in place of any actual designation for their statuses. Even if the player had a real injury and regardless of his practice participation, his status for the weekend was still missing, as you can see here from this example for the Chiefs in Week 4.

Fortunately, our hypothesis that teams were making The Blanks the new "probable" was proven correct. More than 95 percent of The Blanks went on to play that week. The following table looks at a breakdown of the past four years in regards to the Game Status Report and how many of these players played that week. The data is for the regular season only.

Football Outsiders Injury Database: NFL Game Status Report Summary for 2013-2016
Cases Played Pct. Cases Played Pct. Cases Played Pct. Cases Played Pct.
2013 2,561 2,417 94.4% 1,111 681 61.3% 211 1 0.5% 764 2 0.3%
2014 2,306 2,182 94.6% 1,072 597 55.7% 216 0 0.0% 834 0 0.0%
2015 2,355 2,236 94.9% 1,103 688 62.4% 220 2 0.9% 1,000 3 0.3%
2016 1,527 1,456 95.4% 1,733 1,286 74.2% 213 1 0.5% 971 0 0.0%
* No "Probable" in 2016, but teams still listed players with a blank ("-") on the Game Status Report.

Again, the numbers for "doubtful" and "out" remained consistent after this year's changes. What we have seen change is an increase of more than 600 more "questionable" players, while the appearance rate for those players increased to 74.2 percent this past season. The NFL is basically getting what it once intended "probable" to be (a 75 percent chance of playing) with the new "questionable" designation.

While roughly 24 percent of the weekly injury reports used to be "questionable" players, that rate was up to 39 percent in 2016. With a higher playing rate for these players, we clearly had to change our calculations for Adjusted Games Lost (AGL). While the rates are virtually the same for the other three designations, we used the 2016 data to develop the 2016 AGL. If we used the old calculation, teams would have had higher AGL totals due to this increase in "questionable" players, even though nearly three-quarters of them ended up playing that week.

For those unfamiliar with AGL, we do not simply add up the number of games missed. We are able to quantify how much teams were affected by injuries based on two principles: (1) Injuries to starters, injury replacements and important situational reserves (No. 3 wide receiver, nickel corner, etc.) matter more than injuries to benchwarmers; and (2) Injured players who do take the field are usually playing with reduced ability, which is why AGL is based not strictly on whether the player was active for the game or not, but instead is based on the player's game status that week (IR/PUP, out, doubtful, questionable, or probable).

Before we get to the 2016 results, we'll look at how specific teams reacted to the changes in the reporting system.

2016's Injury Reporting Tactics

As long as NFL teams are solely responsible for producing weekly injury reports, we cannot say that every single injury has been accounted for. Secrecy is an unavoidable aspect of this part of the game.

Seattle head coach Pete Carroll made the news in January when he revealed that star cornerback Richard Sherman played through the second half of the season with a serious MCL injury. Sherman was never listed on the injury report for this injury, which set off an investigation by the NFL. Sherman was given some practices off for "rest," which is not uncommon around the league, especially for veterans. He missed no game time and even played in the Pro Bowl. The league's investigation ended with just a warning for the Seahawks, but it would be naïve to not think this goes on often around the league.

Over the years we have discovered a few trends from certain teams when it comes to their injury reports, and their reactions to the league's changes were interesting. There definitely was some correlation (minus-0.59) between how many Blanks and "questionable" players each team had as they wrestled with transparency and honesty. The following table looks at the 2016 data for The Blanks and "questionable" players.

2016 Injury Reports: The Blanks (New Probable) and Questionable Players
Rk Team Blanks Played Pct. Rk Team Questionable Played Pct.
1 OAK 5 4 80.0% 1 TEN 19 7 36.8%
2 LARM 12 10 83.3% 2 ATL 11 5 45.5%
2 DET 18 15 83.3% 2 SEA 33 15 45.5%
2 NE 6 5 83.3% 4 HOU 39 20 51.3%
5 PIT 50 43 86.0% 5 JAC 40 21 52.5%
6 KC 47 41 87.2% 6 DEN 30 17 56.7%
7 PHI 42 38 90.5% 7 SF 42 24 57.1%
8 NYG 36 33 91.7% 8 PIT 19 11 57.9%
9 DEN 102 95 93.1% 9 GB 57 36 63.2%
10 TEN 33 31 93.9% 10 MIN 37 24 64.9%
11 MIN 91 86 94.5% 11 CLE 27 18 66.7%
12 ARI 75 71 94.7% 12 NYG 44 30 68.2%
13 JAC 97 92 94.8% 13 NO 63 43 68.3%
14 CLE 91 87 95.6% 14 CIN 19 13 68.4%
15 BUF 24 23 95.8% 15 PHI 35 24 68.6%
16 CAR 28 27 96.4% 16 LARM 51 36 70.6%
Rk Team Blanks Played Pct. Rk Team Questionable Played Pct.
17 WAS 58 56 96.6% 17 ARI 47 34 72.3%
18 SEA 59 57 96.6% 18 DET 81 59 72.8%
19 CIN 91 88 96.7% 19 NE 108 79 73.1%
20 NYJ 67 65 97.0% 20 CHI 111 83 74.8%
21 HOU 106 103 97.2% 21 KC 32 24 75.0%
22 SD 37 36 97.3% 22 DAL 103 78 75.7%
23 ATL 71 70 98.6% 23 OAK 88 70 79.5%
24 SF 103 102 99.0% 24 SD 42 34 81.0%
25 GB 50 50 100.0% 25 BAL 61 51 83.6%
25 NO 22 22 100.0% 26 NYJ 49 41 83.7%
25 CHI 43 43 100.0% 27 BUF 105 88 83.8%
25 BAL 2 2 100.0% 28 CAR 46 39 84.8%
25 IND 54 54 100.0% 29 IND 53 46 86.8%
25 MIA 1 1 100.0% 30 MIA 109 97 89.0%
25 TB 6 6 100.0% 31 WAS 85 76 89.4%
- DAL 0 0 - 32 TB 47 43 91.5%
- NFL 1527 1456 95.4% - NFL 1733 1286 74.2%

For the fourth year in a row, the Texans led all teams with the most minor injuries reported. That includes three years (2013-15) of leading the league in "probable" designations, including one year under Gary Kubiak before Bill O'Brien took over. Kubiak's Broncos finished a close third in 2016 with 102 Blanks. Meanwhile, Baltimore, New England, and Tampa Bay all ranked in the bottom five for "probable" players in both 2014 and 2015. All three are again in the bottom five for The Blanks, using it 14 times between the three teams combined. Teams averaged 47.7 Blanks in 2016. The Dallas Cowboys were the only team to not bother with The Blanks. Seven other teams played every single one of their Blanks every week.

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In 2015, John Fox (Bears) and Dan Quinn (Falcons) took head coaching jobs in the NFC. Those teams could not be any more different in their use of the "questionable" designation. The Falcons used it a league-low five times in 2015 and barely doubled that to a league-low 11 times in 2016. Meanwhile, the Bears were way ahead of the pack in 2015 with a league-high 97 "questionable" listings, and are again on top with 111 uses in 2016. However, as you will see below, it was an injury-plagued season for Chicago. Also, the Bears (74.8 percent) were the closest team in the league to playing their "questionable" players at the league average rate of 74.2 percent.

We have also noticed that the Titans have taken a liking to sitting "questionable" players under Mike Mularkey, who became the interim coach in 2015 before taking over full time this past season. The Titans played their "questionable" players 41.7 percent of the time in 2015, the second-lowest rate in the NFL. This year the Titans played just 36.8 percent of "questionable" players, the lowest rate.

Washington head coach Jay Gruden does not list his quarterback as "probable" with a shoulder injury every week, because he technically can no longer do so. Bill Belichick might still be doing that with Tom Brady if he could, but Gruden really is in Belichick's league when it comes to injury report shenanigans. In 2016, Gruden played 89.4 percent of his "questionable" players, the second-highest rate in the league. He had the highest rate in his 2014 rookie season, but was middle of the pack in 2015.

Then there is the case of Dirk Koetter, who took over for Lovie Smith in Tampa Bay this past season. The Buccaneers only made use of six Blanks, but also played 43-of-47 "questionable" players for a league-high 91.5 percent rate. They probably should have used more Blanks instead of implying a more serious degree of injury with their "questionable" usage. We'll see if this high rate repeats itself next year, There are also five new rookie head coaches who we will start to learn about.

2016 AGL Results

The results are in, and you really didn't expect the New York Giants to be the league's most injured team for the fourth year in a row, did you? The AGL dynasty is over. New York finally had a healthy year, thanks in part to several new roster additions that also helped the team to its first playoff appearance since winning Super Bowl XLVI. However, there was another flagship NFC franchise that set a new benchmark for AGL, and we had the displeasure to watch that painful season unfold with four prime-time games through Halloween alone.

Team 2016 AGL Rk 2015 AGL Rk
LARM 29.0 1 80.3 24
TEN 32.0 2 65.2 18
CIN 35.1 3 28.2 1
PHI 38.4 4 52.0 6
SEA 41.1 5 40.1 3
ATL 52.2 6 28.8 2
NYG 52.4 7 138.7 32
NE 54.5 8 93.3 29
CAR 56.5 9 50.9 4
DEN 60.2 10 56.7 10
BAL 60.3 11 96.1 30
PIT 61.8 12 67.1 19
OAK 65.0 13 57.6 11
DET 69.5 14 76.7 23
GB 70.5 15 56.2 9
DAL 70.6 16 51.7 5
Team 2016 AGL Rk 2015 AGL Rk
JAC 72.5 17 68.9 20
TB 77.5 18 75.0 22
ARI 77.8 19 62.5 14
IND 78.4 20 65.1 17
NO 81.3 21 56.1 8
HOU 91.7 22 64.8 16
CLE 96.4 23 70.7 21
SF 97.5 24 83.9 27
BUF 97.8 25 80.5 25
MIA 99.1 26 63.4 15
KC 99.3 27 54.9 7
WAS 101.5 28 119.1 31
NYJ 110.5 29 61.8 13
MIN 120.6 30 59.0 12
SD 127.8 31 81.5 26
CHI 155.1 32 92.8 28

Note: these numbers are subject to change between now and the release of Football Outsiders Almanac 2017.

Chicago's 155.1 AGL is the highest in our database since 2000, eclipsing the 141.3 AGL for the 2013 Giants. Chicago had 12 players incur at least 6.0 AGL. The next closest teams were Buffalo and San Diego with eight such players each. The Bears suffered at various positions, starting with center Hroniss Grasu, who tore his ACL in August. Wide receiver Kevin White has only managed to play four games in his first two seasons after Chicago selected him seventh overall in 2015. No one expected the offense to be led in rushing by rookie Jordan Howard and in receiving by Cameron Meredith, but injuries helped cause that. Quarterback was also a big problem with Jay Cutler missing 11 games and Brian Hoyer lost for the season before November, prompting Matt Barkley to start the final six games. Barkley was actually the team's fourth choice at the position, as third-string quarterback Connor Shaw broke his leg in the preseason. The defense also suffered with significant time missed by Kyle Fuller, Lamarr Houston, Eddie Goldman, Danny Trevathan, and Pernell McPhee.

Not surprisingly, the Bears finished 3-13 and had a disappointing season. However, the team was still 25th in DVOA instead of dead last, and played pretty competitively down the stretch despite Barkley playing in a rag-tag offense. The correlation between 2016 AGL and 2016 team DVOA was -0.31, which is essentially the average of what we have observed over the years.

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The average AGL increased to an all-time high 76.1, but there was this expected increase in "questionable" entries to deal with this season. The averages have been close in recent years, peaking at 74.3 in 2014 and dropping to 68.7 in 2015. The correlation for AGL between 2015 and 2016 was 0.25, or a little lower than the average since 2009 (0.31).

If we draw our attention towards the healthiest teams of 2016, we find that the Bengals pulled off a feat previously only accomplished by the 2007-08 Titans: finishing in the top three in AGL a year after finishing first. Of course, an injury to Andy Dalton late in 2015 stood out in that season, much like a broken leg for Marcus Mariota in Week 16 put a damper on the Titans' otherwise healthy 2016 campaign. Both Super Bowl teams, Atlanta (sixth) and New England (eighth), had healthy years, even though Atlanta's top cornerback Desmond Trufant and New England stud tight end Rob Gronkowski each missed a significant amount of time. Seattle was really the team to have a "2015 Cincinnati" type of year. Fifth in AGL, another playoff season, but there were times where Russell Wilson was clearly not 100 percent, and we have the postseason reporting about Richard Sherman's MCL. Add in two big losses late in the season with Earl Thomas and Tyler Lockett, and we watched the Seahawks unable to outscore offensively dominant teams such as the Packers and Falcons.

None of the four teams with the lowest AGL made the playoffs in 2016, including a Los Angeles team that finally fired Jeff Fisher. The only real significant injury for the Rams was defensive end Robert Quinn, the No. 2 star on the defense behind Aaron Donald. Quinn also missed half of 2015 as well. The Rams had 13 players start at least 14 games, but still had problems with bad coaching and a shortage of good players. Sure, it's nice that Tavon Austin started 15 games, but it's generally not a good thing when he's the target of a pass from Case Keenum or Jared Goff. The Rams will almost undoubtedly suffer more injuries in 2017, but if new coach Sean McVay and defensive coordinator Wade Phillips can get the most out of these high draft picks, then the team should rise above its usual 7-9 bullsh*t.

By the way, Fisher did not make the playoffs or finish better than 8-8 in any of his last seven seasons. In five of those seasons, he had a top-10 team in AGL, including four top-six finishes. His teams were healthy, but still not able to win.

Meanwhile, Mike McCoy is out in San Diego after four seasons in which his teams ranked 28th, 31st, 26th, and 31st in AGL. There were definitely some strategic flaws in McCoy's tenure, but no one can say the football gods ever gave him the gift of good health. In 2016, McCoy's defense suffered 35.1 AGL from the losses of Jason Verrett (ACL), Brandon Flowers (concussion), and Manti Te'o (Achilles) alone. We'll get to this in the unit splits later this week, but San Diego also lost an unfathomable 45.0 AGL from three skill players: Keenan Allen (ACL), Stevie Johnson (meniscus), and Danny Woodhead (ACL). Factor in the six blown fourth-quarter leads, and if the Chargers can stay healthy in Los Angeles this year, then the team could return to contention in the AFC West.

Buffalo ranked 25th in AGL in both of Rex Ryan's seasons on the job. In the near future we should probably compile a look at AGL broken down by head coach just to see who has benefitted from healthier teams, and who has had some bad luck in that department. It certainly doesn't help to lose key players, such as Buffalo getting so little from its top two draft picks (defenders Shaq Lawson and Reggie Ragland), and top wideout Sammy Watkins only playing in eight games.

Chip Kelly took his "sports science" from Philadelphia to San Francisco, but the Eagles still finished in the top six in AGL for the fourth consecutive year. The 49ers (24th) finished in the bottom 10 for the fourth year in a row. Kelly became the team's second one-and-done coach in a row after a 2-14 season, only able to sweep those healthy but aimless Rams.

Later this week we will look at the AGL breakdown by unit.


13 comments, Last at 17 Apr 2017, 2:46pm

#1 by theslothook // Apr 10, 2017 - 2:23pm

Since I made the the tanking argument a few threads ago, I ought to bring it up here. I'm not suggesting this is actually the case, but part of me wonders if we have the direction wrong. What if bad teams, sensing they are bad, will purposely declare vets injured and play young guys for either development reasons or explicitly to tank. If that's the case, then its the poor record driving the injuries(at least at the bottom) than it is the reverse - especially if a team is something like 0-4 or 1-4 to start the season.

Points: 0

#2 by Will Allen // Apr 10, 2017 - 3:28pm

Were the Vikings "credited" with 16 games lost from rg Mike Harris' mysterious illness? I assume that a preseason inury like Bridgewater's results in 16 games lost.

Points: 0

#6 by Vincent Verhei // Apr 10, 2017 - 4:43pm

Definitely yes on Bridgewater, and I believe yes on Harris too, though Scott will have to confirm that one.

Points: 0

#8 by Scott Kacsmar // Apr 11, 2017 - 1:32am

Yes, 16 AGL on Bridgewater and Harris. I had to look into the Harris situation, because I wasn't sure on that one. Very odd how it hasn't been disclosed what's going on there with him. Hopefully it's nothing life-threatening.

Points: 0

#3 by Scott C // Apr 10, 2017 - 4:05pm

-- Meanwhile, Mike McCoy is out in San Diego after four seasons in which his teams ranked 28th, 31st, 26th, and 31st in AGL. There were definitely some strategic flaws in McCoy's tenure, but no one can say the football gods ever gave him the gift of good health.

While some of this may be due to a few injury prone stars (Verrett -- plays hard, tackles hard, is small), and some might be bad luck, I don't like the idea implied there that it is all luck.

McCoy was not a believer in injury-science, and likely worked his players too hard during the week, as evidenced by the large number of non-contact soft tissue injures that are now known to have much to do with over-work. He was a believer in making his players practice hard, and the injuries piled up right at the start of his tenure in the pre-season. 4 consecutive years is not a fluke.

So I won't give him the benefit of the doubt on luck here -- if his staff was monitoring players for fatigue and making them rest as many other coaching staffs now do -- I could do so. As it stands, I think quite a bit of his luck in this area was his own doing.

Points: 0

#7 by theslothook // Apr 10, 2017 - 4:57pm

The last two seasons I bet actual money on San Diego bouncing back and both seasons they screwed me. They are a rare team with a star qb and some really good defensive players that manages to finish among the worst teams in the league. Injuries? Sure, but Mccoy has also been at the helm of some really embarrassing losses.

Points: 0

#12 by Scott C // Apr 17, 2017 - 2:43pm

Oh, I agree McCoy had some other major flaws. His in-game management was awful w.r.t. 4th down decisions (though, keeping the OC around worries me).

The funny thing is how Marty Shottenheimer was always blamed for being too conservative, but what did he do with his one year with Rivers + LT? Hmmm, lets do the right thing and have rivers do a QB sneak on 4th and short, or a trick play with LT throwing a TD. He was overall fairly aggressive on 4th and short and his offenses did not wuss out when they had a lead late (though some defensive collapses were epic).

McCoy turtled up all the time, and lost.

What did McCoy do well? The game-planning during the weeks seems to have been very solit overall, the game plans often found weaknesses in the other team that others had not yet exploited; and second-half adjustments were usually positive.

Play calling and high level clock use / down-distance strategy were crap.

Points: 0

#10 by ChrisS // Apr 11, 2017 - 1:07pm

For injuries it is hard to tell bad luck from bad coaching due to the turnover of coaches. If we just looked at coaches with at least X years as the HC would the their AGL be (significantly) lower than average and (more importantly?) would the variance be lower as well. But even here better injury luck could result in better results in turn causing tenure to increase, so causation might not be proven.

Points: 0

#13 by Scott C // Apr 17, 2017 - 2:46pm


It is hard, to near impossible given the data to point injury blame on most coaches or training staff.

That said, in this case the 4 years in a row combined with 'old school, don't trust injury science' attitude is enough for me to feel that this was not all just bad luck.

Points: 0

#4 by Ambientdonkey // Apr 10, 2017 - 4:19pm

The Bears regression toward the mean will be exhilarating.

Points: 0

#5 by Denaina // Apr 10, 2017 - 4:41pm

Hey, Chip didn't take everything with him. Remember...Philly kept Chip's smoothie guy.

Points: 0

#11 by Karl Cuba // Apr 11, 2017 - 2:46pm

I was about to say the same thing, it would appear that Shaun Huls was the important part of the injury reduction there, if his record of keeping the Eagles healthy continues then he's worth his weight in gold.

Points: 0

#9 by TomC // Apr 11, 2017 - 9:17am

Bear fan whining validated! I love when that happens!

Points: 0

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