Efficiency vs. Expected Value

On its face, this post will come across as confusing.

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But I promise, the math is crazy simple. Like really really easy.

Please don't panic.

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tl;dr

efficiency goes from -1 to +1.

expected value goes from 0 to 1.

so 0.000 eff = 50% expected value.

and 0.200 eff = 60% likelihood to win the rally.

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People think about efficiency usually only in terms of attacking.

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But really all we're saying is (won points - lost points) / all points

In attacking, that's (Kills - Errors - Blocks) / Attacks

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But it's the same math, for any of the skills.


Take FBSO efficiency. (points won on 1st ball - points lost on 1st ball) / receptions

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Maybe your FBSOeff = 0.200

This is loosely translated as "we are hitting 0.200 on 1st ball"

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Of course maybe you include reception errors? setting errors? out of rotation? 

Maybe you don't. Doesn't matter, not relevant to this post...

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With Expected Value or Expected Points (same-same), all we're doing is using a different, 0 to 1 scale.

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Though you do need to know that 0.5 and 50% are the same thing...

But that's the only leap you need to make

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0.200 in efficiency is simply converted to 60% likelihood to win the rally.

0.400 efficiency? No problem, that's a 70% chance to win.

0.800 efficiency?!? Wow. 90% chance you're gonna win.

1.000 efficiency, meaning I scored a kill? Boom. 100% chance to win the rally.

hmm, -0.300 efficiency? rough match eh? easy, 35% chance to win

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I promise the math isn't scary: 

(Efficiency / 2) + 0.5 = Expected Value

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I personally like to think of it as: how far from 50% are you?

Where I always know that 50% = hitting 0.000 in terms of efficiency

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Coach says he's hitting 0.280?

No problem, divide it by 2 (.140), add it to 50%

64% likelihood to win the rally.

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On this blog, I will skew towards using Expected Value and the 0 to 1 scale.

This is because we operate outside the world of only attacking

and we need a clean way to describe your likelihood to win the rally, at any point.

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Saying your block touch put your team in a -0.160 situation is a little tricky to wrap you head around.

Saying you have a 42% chance to win the rally makes it a little easier to digest.

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That being said.

I understand and am fully aware that speaking in terms of "Expected Points" is not currently the norm.

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The same way the NFL, NBA, Soccer, Hockey all speak in terms of Expected Points and Goals

Hopefully our sport can slowly turn the ship in that direction...