USMNT Player Coefficient

Qualifying is done, and now it is fine tuning time. While the squad is close to locked in it is always fun to track the whole pool. We can only hope that our top players get healthy in time for the last window, but until then let's see how players stats are stacking up heading into the summer.

For those new to this series I decided to develop this because there are always a significant amount of blog posts/conversations focusing on the debate about who should be called in. So why not find a new way to bring about the conversation of who the top 23 (or how ever many are called up) players are in a win-now situation using a little math.

As always, this is just a jumping off point in the conversation, not an endorsement saying this is exactly who should be called up.

Reasoning

With players spread across the world, in many different quality of leagues, choosing which players are the best becomes a very difficult proposition. How do you rate a sure-fire starter in the MLS vs. a squad player the in the Bundesliga? Because of this I devised a coefficient that combines multiple statistical resources and rankings to create a mathematical rating of all eligible and under consideration USMNT players.

What is Considered (Methodology)

To create the coefficient I assigned point values of various weights and tiers based upon the following criteria:

1. League Ranking (Max 10 Points) (fivethirtyeight.com)
2. Club Ranking SPI (Max 10 Points) (fivethirtyeight.com)
3. Percentage of League Minutes Played (Max 10 Points)
4. Individual Player Ratings in League Games (Max 50 Points) (whoscored.com, fotmob.com)
5. Percentage of USMNT Call-ups in past year of Rosters (Current Max of 2.25 Points)
6. Continental Competition Appearances (Current Max of 4.5)
7. Recent Minutes Bonus (Max 2 Points)
8. Form Bonus (Max 1 Point)

These items were chosen based upon philosophy that experience on the highest levels show a better player then one at lower levels, but very little minutes or poor play at a top squad may not show the most in form player than one playing at a high level, but at a lower club. Players receive a bonus if their recent minutes/ratings have seen an uptick in form. Those bonuses equate to raising a player up a tier. In addition, a small weight was given on familiarity with recent call-ups as a factor.

What Isn't Measured

What has to be remembered is the point of this exercise is to identify the best 23 players currently. Things that cannot be measured are club situations, Cap-ties, current injuries, player development, formation fits, poor National Team appearances, etc.

Who Is Considered

I automatically included every player that received a call-up from the past year of rosters (currently July 2021-June 2022). Additionally I tried to include all players that are under consideration for a call-up or that consensus says should be considered for a call-up (players that play in leagues that do not have advanced stats are not included). Players are then sorted into generalized positions (based upon appearances at club level according to WhoScored positional data). There is always some movement of the top 23 based upon formation considerations in how many per position are called. Players not currently eligible for USMNT call-up are not listed. Any suggestions to players to add or remove from the pool are highly recommended.=

Notes

Liga Professional Players do not have any regular season stats currently so their scores will not tabulate until their regular season resumes again.

Goalkeepers

Centerbacks

Left Backs

*John Tolkin added, Chase Gasper removed

Right Backs

*Nathan Harriel added

Defensive Midfielders

Center Midfielders

Attacking Midfielders

*Frankie Amaya & Malik Tillman added, Thomas Roberts removed

Forwards

*Brandon Vazquez added, Rubio Rubin removed