Hurt Hitters are Outperforming Healthy Ones. Why?

I started diving into the dividing out the effects of injuries limited ramp time for the short season and didn’t get far. Some league-wide rates didn’t add up. Hitters who head to the IL are outperforming the healthy population.

Note: This analysis is math-heavy. I summarized my findings and questions at the end.

To start with, here are the league-wide OPS values for all nonpitchers as I compare the first month as players might have been ramping up.

OPS Values and Differences
Season Full Season Mar/Apl Diff Aug Diff Sept vs Full Season vs Aug
2015 .733 .719 -.014 .749 .016 .747 .014 -.002
2016 .750 .735 -.015 .763 .013 .743 -.007 -.020
2017 .762 .736 -.026 .770 .008 .752 -.010 -.018
2018 .740 .730 -.010 .747 .007 .730 -.010 -.017
2019 .769 .754 -.015 .793 .024 .752 -.017 -.041
2020 .740 .748 .008 .738 -.002 -.010
Average -.016 .013 -.005 -.018

It’s not that exciting of a table, but the key is to focus on the 2020 values compared to the previous seasons. The values and differences are consistently on the low side, but never the extreme value. The narrative surrounding the 2020 season was that “hitters weren’t as ready as normal” might have some legs but barely since the results don’t seem far off the norm.

With the above baselines, here are how hitters performed compared to their projection over the same seasons. I compared all the hitters’ projected and actual OPS values over the years and found the median and weighted (by PA) differences.

Projected vs Actual OPS Values and Differences
Season Median Diff Weighted Diff Weight-Median Diff Diff from Previous Season
2015 .008 .011 0.003 .022
2016 .007 .017 0.010 .017
2017 .000 .016 0.016 .012
2018 -.038 -.025 0.013 -.022
2019 -.002 .013 0.015 .029
2020 -.059 -.040 0.019 -.029

The median values are lower because teams don’t give struggling hitters the time to rebound. The difference was exacerbated this year with teams needing to win now with the short season and no minor league proving ground.

With the information I was wanting to find out of the way, I need to spotlight a possible major finding. It’s important but takes a little digging to find it.  Here are median and weighted values for players who went on the IL and those that didn’t

Healthy & Hurt OPS Values & Differences
Season Healthy Median Healthy Weighted Hurt Median Hurt Weighted Median Diff Weighted Diff
2015 .012 .014 -.009 .003 .021 .011
2016 .010 .026 -.005 .000 .015 .026
2017 -.009 .017 .013 .015 -.022 .002
2018 -.038 -.024 -.038 -.027 -.001 .003
2019 -.007 .012 .007 .014 -.014 -.002
2020 -.067 -.044 -.040 -.032 -.027 -.012

From previous work I have done, I’ve known that players who were on the IL underperformed their projections. That was true until the last couple of seasons. It wasn’t a quick change but it has been changing over the last half-decade. Here is the same information in an easier to read graph.

One item needs to be checked first. In 2020, a special mystery illness IL was created and it could cause possible complications. I decided to further divide the players on the IL by those who went on the special IL and those that didn’t.

2020 Production Base Healthy or IL Status
Status Median Weighted
Healthy -.067 -.044
“Illness IL” -.052 -.018
All Others -.035 -.038

The median difference is more negative while the weighted value is closer to zero. It seems like those who were able to return from the special IL for most of the season met or exceeded their projections. Those who didn’t play much struggled.

The regular IL values didn’t change much, so the trend sticks. But why?

Possible conclusions (if my math is right).

  • For the past few seasons, hitters who have gone on the IL no longer underperform projections, but have outperformed them the past couple of seasons.
  • Two possible reasons, that I can think up exist for this change. First, teams are better at getting hurt players to the IL (possibly linked to moving to the 10-day IL) and they make sure they are healthy when they return. Or teams can be stretching the IL rules and are putting healthy players on it. Maybe a combination.
  • The regulars who returned from the special IL didn’t show any signs of struggling.
  • If (big IF) the trend continues, fantasy managers don’t need to worry about hitters underperforming projections when they come off the IL.

That’s all for today. I’m still wrapping my head around what I discovered and how much it should influence my decisions going forward. Also, I need to run the same analysis for pitchers at some point to see if the trend continues extends to them.





Jeff, one of the authors of the fantasy baseball guide,The Process, writes for RotoGraphs, The Hardball Times, Rotowire, Baseball America, and BaseballHQ. He has been nominated for two SABR Analytics Research Award for Contemporary Analysis and won it in 2013 in tandem with Bill Petti. He has won four FSWA Awards including on for his Mining the News series. He's won Tout Wars three times, LABR twice, and got his first NFBC Main Event win in 2021. Follow him on Twitter @jeffwzimmerman.

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SucramRenrutMember since 2017
4 years ago

One narrative that fits is that basically everyone is hurt or at least less than 100 is a weird season but not enough to not play, or either have other reasons to try to stay on the field, and only those who are hurt enough to take time to recover on the IL actually get back to their peak performance.

Magician_531
4 years ago
Reply to  SucramRenrut

Yeah, and the changing trend is explained by less of a stay on the field at all costs mentality as teams realize that they were shooting themselves in the foot. Combine that with improving recovery methods and better medical techniques.

Pirates HurdlesMember since 2024
4 years ago
Reply to  SucramRenrut

Was thinking something similar in that the mental and physical rest of being on the IL could provide benefits, especially if teams are more willing to use it for milder injuries with the shorter time missed.