Overall Strength of Schedule

A team's strength of schedule is made up of 3 components.

The 3 components:

  1. AdjEM is the overall strength of schedule of a team

  2. AdjO - Opponent's average adjusted offensive efficiency

  3. AdjD - Opponent's average adjusted defensive efficiency

AdjEM for strength of schedule is calculated:

AdjEM of SOS = AdjO - AdjD

A team's AdjEM for SOS is difference between the average of its opponents' offensive and defensive efficiencies.

Non-Conference Strength of Schedule

A team does have some control over its schedule. It can choose or agree to its non-conference schedule.

The non-conference strength of schedule uses the same calculation and 3 components only for this portion of the schedule. It doesn't include post season or conference games.


For example, let's use the 2016-2017 Oklahoma State team. It's overall strength of schedule was rated first in the country at +14.42.

Using the 3 components:

  1. AdjEM = 14.42

  2. AdjO = 112.0

  3. AdjD = 97.5

AdjEM = 112.0 - 97.5 = 14.5

This means Oklahoma State's 2016-2017 opponents would be expected beat the average Division-I opponent by about 14 points over 100 possessions.

Oklahoma State's non-conference strength of schedule was +3.07.

Oklahoma State played 14 non-conference games. These 14 opponents would be expected to outscore the average Division-I team by about 3 points.

Sagarin WIN50 Method

Prior to the 2016-17 season, KenPom started using AdjEM for ratings and strength of schedule instead of the Pythagorean expectation and log5. It's explained in more detail here.

Another change is now KenPom is using Jeff Sagarin's WIN50 Method.

Sagarin's WIN50 method shows the strength of a team that would be expected to win half its games against the team's schedule. It compares all teams on the same scale and reduces the impact of outliers.

The previous method used by KenPom measured a team's strength of schedule by the average of its opponents' rating. This means outliers like playing the 350th or 351st team would have a negative impact on a team's SOS.

The WIN50 method doesn't put too much emphasis on the quality of bad opponents a team plays. It's more fair than previous methods.

How else can strength of schedule be used?

Outside of factoring into a team's rating or predicting how it will perform, strength of schedule can be used to rate different conferences as a whole.

Ever wonder if the ACC is the better than the Pac-12 or SEC? And want data to back it up?

Strength of schedule can be used to support what you believe. The same methods, including Sagarin's WIN50, are used to rate conferences.

KenPom defines a conference's rating as the strength of team that would be expected to go .500 against a round robin schedule.

Important: Strength of schedule shouldn't be the only factor used when determining the best conference. KenPom details other factors in this article.

Question, concern, or spot a typo? Please send me an email and let me know.

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