Tanya Chaplin Oregon State

Data Deep Dive: Head Coach Rankings

There are a lot of ways to discuss success in coaching, but they’re often very subjective in gymnastics since we can’t rely on win/loss records the way other sports do. While we could use win/loss, it would be largely meaningless. Instead, we chose to dig into coaching success in major conference teams by change in NQS over the coaches’ tenures since it is the most tangible piece of data we have.

We broke coaches from major conferences—Big Ten, Big 12, Pac-12 and SEC—into four major groups: those whose coaches’ tenures have lasted one to four seasons, those that have lasted five to eight seasons, those that have lasted nine to 12 seasons and those that have lasted more than 12 seasons.

Within those groupings, we looked at several measures of NQS change over time, examining each head coach’s tenure.* We looked at final NQS numbers from the end of each regular season to avoid different scoring standards in the postseason, like bigger judging panels.

  • Difference: The change in NQS from the coach’s first season to the 2022 season.
  • % change: The percent change in NQS from the coach’s first season to the 2022 season.
  • Career average: The team’s average NQS under the head coach.
  • Trendline slope: The trendline is a line of best-fit for all data points. Trendline slope refers to the slope of that line. Zero would represent a flat, horizontal line. 1.00 would indicate a vertical line. A number closer to 1.00 indicates a team that has shown more improvement season to season while a negative number would indicate a team that has seen its NQS decrease season to season.
  • Trendline R^2: R-squared indicates the level of variance in the same trendline as described in trendline slope. This value indicates the distance of data points off of the line of best fit. In this analysis, that means this value indicates how many NQS scores are much higher or much lower than the line of best fit. A number close to 1.0 means all of the NQS values are close to the trendline while a number closer to zero means the NQS values fall further away from the line.

*Note that we used RTN data, which only goes back to 1998. Bev Plocki has been at the helm for Michigan since 1990, but we only examined data dating to 1998. No other coach has a tenure beginning before 1998. We did not include Washington’s Jen Llewellyn since she has only coached one year. Chris Waller and Dana Duckworth, who are no longer with their respective teams, are included.

An asterisk next to a coach’s name indicates the coach has won a national title with their team.

More Than 12 Years as Head Coach

In the group of longest tenured head coaches includes the only two active coaches with national titles in Plocki and KJ Kindler. Kindler owns the highest overall average NQS, as well as the best consistency per the R-squared analysis. Tanya Chaplin’s Beavers had the best 2022 relative to her first year at the helm in 1998 while Larissa Libby owns the steepest trendline slope.

Coach Team Since Difference Rank Percent Change Rank Career Average Rank Trendline Slope Rank Trendline R^2 Rank
Bev Plocki* Michigan 1990 1.402 6 0.71% 6 196.8883 2 0.0388 7 0.3039 7
Tanya Chaplin Oregon State 1998 2.517 1 1.29% 1 196.3951 3 0.0571 6 0.4458 6
Melissa Kutcher-Rinehart Denver 1999 1.541 5 0.79% 5 196.1939 4 0.0811 5 0.6157 4
Larissa Libby Iowa 2005 2.45 2 1.26% 2 195.4709 7 0.1443 1 0.7432 2
KJ Kindler* Oklahoma 2007 1.805 4 0.92% 4 197.5059 1 0.1291 2 0.8421 1
Jay Ronayne Iowa State 2007 0.575 7 0.29% 7 195.6769 5 0.0849 4 0.5007 5
Brett Nelligan Maryland  2010 2.125 3 1.09% 3 195.5514 6 0.1234 3 0.7363 3

9 to 12 Years as Head Coach

This group of five coaches features up-and-comers in the SEC in Auburn, Kentucky and Missouri. Cal’s Howells (counted from when Justin was named head coach), own the best average NQS while SEC Coach of the Year Shannon Welker showed the best improvement from his first season to 2022—as well as the steepest trendline—followed by Auburn’s Jeff Graba.

Coach Team Since Difference Rank Percent Change Rank Career Average Rank Trendline Slope Rank Trendline R^2 Rank
Jeff Graba Auburn 2011 2.345 2 1.20% 2 196.6008 2 0.1103 4 0.4469 5
Jason Butts West Virginia 2012 1.05 5 0.54% 5 195.7481 5 0.0757 5 0.5029 4
Tim Garrison Kentucky 2012 1.76 4 0.90% 4 196.4295 3 0.1730 3 0.8180 1
Justin & Liz Crandall-Howell California 2013 1.99 3 1.02% 3 196.6668 1 0.1905 2 0.8117 2
Shannon Welker Missouri 2014 2.425 1 1.25% 1 196.2571 4 0.2086 1 0.7111 3

5 to 8 Years as Head Coach 

This group is the largest and features those part of the huge coaching shakeup preceding the 2018 season. This is the first group with a few negative trendline slopes in Tabitha Yim, Sarah Brown and Courtney Kupets-Carter. Note that Yim’s calculations include the year-end 193.394 NQS from Stanford’s abbreviated 2021 season. Similarly, Mike Rowe’s numbers include a nil value in 2021 since Michigan State competed only twice that year. Still, Rowe’s Spartans have shown the greatest improvement from his first year to 2022, as well as the steepest trendline and closest fit in R-squared analysis.

Coach Team Since Difference Rank Percent Change Rank Career Average Rank Trendline Slope Rank Trendline R^2 Rank
Dana Duckworth Alabama 2015 0.3 10 0.15% 10 197.3573 3 0.0231 9 0.0484 10
Jenny Hansen Minnesota 2015 0.99 3 0.50% 3 196.6758 5 0.2035 4 0.5486 5
Jenny Rowland Florida 2016 0.34 8 0.17% 8 197.7999 1 0.0781 7 0.4892 7
Tom Farden Utah 2016 0.715 4 0.36% 4 197.5401 2 0.0747 8 0.5983 4
Jay & Jess Santos Arizona State 2017 1.76 2 0.90% 2 196.3947 6 0.2993 2 0.6721 3
Nadalie Walsh Illinois 2018 0.51 7 0.26% 7 196.3416 7 0.2078 3 0.4962 6
Mike Rowe MSU 2018 2.32 1 1.19% 1 195.7550 11 0.5920 1 0.9862 1
Meredith Paulicivic Ohio State 2018 0.675 5 0.34% 5 196.1778 8 0.1554 5 0.2750 8
Sarah Brown Penn State 2018 0.075 11 0.04% 11 195.9576 9 -0.0107 10 0.0211 12
Tabitha Yim Stanford 2018 0.335 9 0.17% 9 195.5748 12 -0.1931 12 0.0615 9
Courtney Kupets Carter Georgia 2018 0.06 12 0.03% 12 196.8172 4 -0.0414 11 0.0422 11
John Court Arizona 2018 0.65 6 0.33% 6 195.8802 10 0.1381 6 0.6821 2

1 to 4 Years as Head Coach

The most junior head coaches include some of the biggest names on the list. Chris Waller and Heather Brink are the only coaches we examined whose 2022 NQS was lower than their first-year NQS, hence the negative difference, percent change and trendline slope values. Umme Salim-Beasley stands out in this group for showing the greatest improvement by every metric; Rutgers only doesn’t come first here in career average, a number owned by Jay Clark. His LSU squad also lands in second by most metrics.

Coach Team Since Difference Rank Percent Change Rank Career Average Rank Trendline Slope Rank Trendline R^2 Rank
Umme Salim-Beasley Rutgers 2019 0.96 1 0.49% 1 195.2988 5 0.3395 1 0.9588 1
Heather Brink Nebraska 2019 -0.57 5 -0.29% 5 196.2208 4 -0.2437 5 0.5823 4
Jordyn Wieber Arkansas 2020 0.335 3 0.17% 3 196.8433 3 0.1675 3 0.2043 5
Chris Waller UCLA 2020 -0.475 4 -0.24% 4 197.2310 2 -0.2375 4 0.6688 2
Jay Clark LSU 2020 0.45 2 0.23% 2 197.6110 1 0.2250 2 0.6232 3

READ THIS NEXT: Data Deep Dive: Most Impactful Transfers Since 2011


Data analysis by Mariah Dawson; article by Emily Minehart

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