WNBA MVP: The Most Irreplaceable Player & "The Superstar Teammate Principle"

. Thursday, August 7, 2008
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The toughest – and most annoying – part of Most Valuable Player selections is defining the criteria for “value”.

There are a few ways to look at the “MVP” award:

1) The most productive/dominant player: the most outstanding player in the league
2) The most successful player: most responsible for their team’s regular season wins
3) The most irreplaceable player: the most depended upon to carry their team

When you consider that the WNBA has only given the award to five players in 12 years, four of them receiving more than one, you see that the award is given to a combination of #1 and #2, leaning toward the most outstanding player. What I like is that defense is a strong factor in the decision, at least in comparison to the NBA, which is much more difficult to figure out.

By all indications, this year’s MVP race will bring a new face to the elite class of WNBA MVPs. In fact, the race might seem extremely simple to some observers – Candace Parker has been atop the WNBA.com MVP rankings all season and she could certainly fit all three definitions presented above. However, I actually think there’s reason for pause – Parker plays next to a superstar teammate. So in order to determine the MVP, we have to figure out what it means to play next to a superstar.

Superstars Can't Share the MVP

Parker exemplifies what I like to call “The Superstar Teammate Principle" (STP). It’s a simple principle really that just represents common sense – if player A and player B are both superstars, we cannot deem one more valuable than the other unless we can argue that the absence of one would be considerably more detrimental than the absence of the other.

The underlying concept of this principle is that the very presence of one superstar is likely to make every player around them better. So when two superstars play together, it is likely that they are actually making each other better as well. Therefore it would be extremely difficult to call either “most” value when either would be disproportionately dependent on the other to win that award

That’s why I tend to most enjoy defining value by replaceability -- it takes into account the Superstar Principle and rewards players who can single-handedly lift an entire team. What I like about the perspective of replaceability is that it tells you something about a player’s ability to take over games but also creates a hero narrative of the player who has to step up in the face of adversity, even if their team loses. I think that drama is a huge part of sports and the notion of an irreplaceable player captures that drama element.

Sound individualistic? Of course it does – it’s an individual award. Team awards go to the conference and playoff champions; there’s no “Team” in MVP.

Well…that all sounds great…but how on earth do we figure that out?

Criteria for the Most Irreplaceable Player

A few years ago, Kevin Pelton laid out five criteria for an MVP – efficiency, consistency, versatility, winning, and a propensity for being spectacular. As much as those criteria could be used to identify the most dominant player, I think they also form the foundation for finding the most irreplaceable player, if we can somehow take the STP into account.

So it usually helps me to break down criteria like these into questions:

1. Can the player be relied upon to have a positive influence on the game when they’re on the floor?
2. Can they create their own offense when the team needs it?
3. Do they use possessions effectively?
4. Can they be used multiple ways on the floor to adjust to match ups?
5. To what extent do they help their team win games?


So the STP would apply most directly to question five – if there are multiple superstars on a team, can we figure out a way to figure determine a) which superstar contributed more and b) how much more they contributed compared to teammates? I think David Sparks’ Boxscores can help us in that regard.

According to the Arbitrarian blog, Boxscores are an estimate of individual player value that combine individual contributions and team success, allocating the most credit to players who did the most to win the most. So what we could do to address the STP is look at how much more credit a player deserves for wins than their teammates. That will help us determine which players are doing the most for their team relative to their teammates. So that you can visualize what I mean, here's the latest Boxscore graphic as created by Sparks:

It is tempting to just name the player with the highest Boxscore the MVP, however I think it is also necessary to use a few other numbers to answer the above criteria questions and bring us closer to finding the most irreplaceable player. So here’s how I laid it out, with each number referring to the criteria above:

1. Plus/minus
2. Usage rate
3. Points per zero point possession
4. SPI versatility
5. Boxscore differential

I do think consistency is important, but I don’t know of a good consistency statistic without doing advanced statistics…so for now, we’ll try this. Usage is in there as an indicator of how much a team relies upon a given player to make plays.

Since it’s unlikely that a MVP would be a non-all-star, I will draw my candidates from the list of all-stars I posted yesterday.

The Numbers
























































PLUS/MINUS
 PLAYER+/-
 Sue Bird18.8
 Sophia Young16.6
 Seimone Augustus16.3
 Lauren Jackson15.5
 Sancho Lyttle10.3
 Candace Parker9.5
 Candice Wiggins9.4
 Candice Dupree9.3















































USAGE RATE
 PLAYERUSAGE
 Diana Taurasi28.5%
 Lauren Jackson27.5%
 Asjha Jones26.5%
 Candice Wiggins25.9%
 Katie Douglas25.9%
 Sophia Young25.8%
 Candice Dupree25.8%
 Jia Perkins25.6%


































































PTS/ZERO POINT POSS.
 PLAYERPTS/0 PT. POSS.
 Sancho Lyttle2.8
 Diana Taurasi2.63
 Sophia Young2.62
 Seimone Augustus2.59
 Lauren Jackson2.56
 Lindsay Whalen2.56
 Candice Wiggins2.41
 Janel McCarville2.38

















































BOXSCORE DIFF.
 PLAYERBXS. DIFF.
 Lindsay Whalen1.0
 Candace Parker0.9
 Diana Taurasi0.89
 Sophia Young0.8
 Lauren Jackson0.7
 Taj McWilliams-Franklin0.6
 Deanna Nolan0.6
 Janel McCarville0.5

















































SPI VERS.
 PLAYERSPI VERS.
 Candace Parker268.95
 Lisa Leslie246.44
 Diana Taurasi238.92
 Lindsay Whalen226.02
 Sophia Young208.44
 Candice Dupree204.97
 Deanna Nolan201.48
 Katie Douglas193.51





The Top Five

The top 5 was determined by ranking each player in each category and then assigning them points in reverse order. The points were tallied and here's what I got:































TOP FIVE
 PLAYERTOTAL
 Diana Taurasi95
 Sophia Young95
 Candace Parker84
 Lauren Jackson80
 Seimone Augustus78



I have to say that I’m surprised Sophia Young is second on this list – given the STP and the fact that she plays with two star teammates, I was originally thinking she wouldn’t have a chance. However, she has the highest Boxscore on the Silver Stars and it is .8 of a win above Ann Wauters, who is second.

Young’s numbers indicate that she is able to score efficiently without wasting many possessions (6th highest points per zero point possessions in the WNBA) and she has the second highest plus/minus rating in the league. When she’s on the court, she has a very positive effect (offensively and defensively) and that’s definitely makes her valuable to the Silver Stars – perhaps more than people give her credit here.

As for Taurasi -- would it be fair to consider her the MVP with her team in last place in the Western Conference? Well, think of it this way – where would the Mercury be without Taurasi? Likely much worse than the 12 wins they’ve put up so far this season. Also keep in mind that 12 wins would put them a half game out of 4th in the Eastern Conference as well.

Although Taurasi’s plus/minus numbers are lower than Young, she is clearly relied upon heavily by her team, as evidenced by her high usage rating (third highest in the league) and she's the third most versatile behind Leslie and Parker. Her defense isn’t really taken into account, but as Taurasi goes, so goes the Rover defense. So as an all-around player, it’s not that difficult to make a case for Taurasi as the MVP. If the Mercury even get close to the playoffs, I’d say Taurasi is a lock for the MVP.

The Tie-Breaker: Performance in wins vs. losses

So how would we break the tie if the season ended today? I would compare how each of them has performed in wins and losses to try to determine how important their performance is to their team’s success. And I think that illuminates an important distinction between the two.

Taurasi is one of the best scorer’s in the league, but also one of the best ball handlers and passers. So although both Taurasi and Young have perform a lot better in their team’s wins, the major difference is that Taurasi has twice as many assists in wins (5.0) than losses (2.5).

That says to me that Taurasi is a huge contributor on her team not only for defense and scoring, but also facilitating scoring opportunities for teammates. When you watch the Mercury play, I think that holds true, however she only seems to play the role of the facilitator in spurts, partially because of the uptempo style of play that is predicated on taking quick shots on the break. This is something that I’ve observed about Mercury games previously.

So for right now, Taurasi’s additional abilities as a playmaker are what give her the edge as the Most Irreplaceable Player in the WNBA to this point and therefore, my MVP.

Transition points:

Despite the fact that STP that was built around Parker’s situation, Parker still comes in third, which is quite a testament to her talent. She still has the second highest Boxscore differential in the league. The fact that Leslie holds the Sparks together defensively should be taken into account as well. Her ability to play strong team defense has enabled Parker to win a few games offensively. There’s also the intangible factor that Leslie has drawn double teams in the post which gives Parker a little more room to make things happen.

I’m surprised the Lindsay Whalen didn’t rank higher (she came in 6th). She has the largest Boxscore differential and is definitely one of the more versatile players in the league. However, her plus/minus and usage ratings are lower than expected, which hurt her chances. If those numbers improve after the break and others’ decrease, she could end up in the top 5. For the record, I’ve been rooting for Whalen as MVP for some time.

If mentoring rookies were a factor in the MVP selection, Lisa Leslie would deserve some credit for the way she's helped Parker on and off the court. And there's no way to account for dynamics like that "objectively".

Comments (19)

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Awesome tables, Q. How did you do those? I have to say, since I define value through wins (rather than irreplacability), I've got to go with Sophia Young for MVP. If Taurasi were more valuable, Phoenix would have won more, and her BXS would be higher. As it stands, though, Young's value is easily visible in San Antonio's record, and her contribution thereto. That said, excellent analysis, per usual.
2 replies · active 868 weeks ago
I "borrowed" the code for the tables from this site: :)
http://www.82games.com/dpoy.htm

About judging a player by wins -- San Antonio has two other all-star caliber players. How might we take into account that if Young was absent, strategy might change, and the production of their other star players would increase to "make up" for the lost production? That's why I also found it interesting to look at production in wins vs. losses as well -- it seems to add some detail to what a player's value is.

In any case, Young is a worthy MVP candidate no matter how you look at it.
Thanks Q. I guess I might say that we can't deal very well with the hypothetical counterfactual you describe, and as such, I'm just looking at productivity-based value. You're probably right to go with a more multifaceted approach, though, rather than looking at just BXS...
Fair enough. :) But in some cases (Parker and Young included) I think it might be relevant.

But I actually think you answered the question quite well in your post today at HP (great work, btw):
<a href="http://hardwoodparoxysm.blogspot.com/200... ">http://hardwoodparoxysm.blogspot.com/2008/08/arbi...

"The second advantage comes from the fact that MEV does not perfectly capture player value. If it did, then team-level MEV would correlate perfectly with team wins, and we would not need separate measures for productivity and value. Rather, since some aspects of player value are omitted from the box score--things like defense, effort, intensity, etc--we may scale our MEV productivity estimates by team success, which does implicitly measure all of each player's contributions."

Since BXS is based on MEV, my concern about the hypothetical/counterfactual above is addressed by measuring the percent of contributions to the team...correct? Rather than assuming two players would pick up the slack, it seems reasonable to assume that the "absent" value would be distributed across the entire team based on their previous percentages...?
How is Candace Parker 3rd with 268+? 268 > 95. I thought this might be like golf scores, but 178.2 > 95 and she's 5th. Media bias! Media bias! (Inline disclaimer: I just bought a CP3 t-shirt. XXL, even. Niiiice.)
1 reply · active 868 weeks ago
lol

Thanks for catching that...it's corrected now to reflect "unbiased" numbers.
Very interesting analysis. I've been thinking about Taurasi for a while now. If Phoenix makes the play-offs, I agree that she's a shoo-in. Phoenix is traditionally (lately) a late-season team. These games coming up after the break are going to be very important as we come down the stretch, and will likely determine most of the post-season awards.

As far as Parker, as good as she is, and as many expectations that she's met and exceeded--particularly given the fact that she's not the clear front-runner--I just can't see giving her both Rookie of the Year and MVP. Despite the somewhat biased/skewed (in my opinion) WNBA metrics on their website. To be in the conversation is an honor, and appropriate in this case. But unless she was blowing everyone else out of the water, I actually don't think it's right to seriously contemplate giving it to a rookie. Maybe it's just me.
1 reply · active 868 weeks ago
Thanks for the comment, norwester.

I agree with you that a rookie would have to do even more than Parker has to be considered for the MVP, superstar principle or not. The only way I could see giving the award to a rookie was if she clearly fit all the conditions above AND was singlehandedly responsible for a significant improvement over the previous year. I don't think Parker can make that claim.

I think it would be a great story for the league if Phoenix managed to sneak into the playoffs with Taurasi leading the way after the Olympics.
Doesn't matter's avatar

Doesn't matter · 867 weeks ago

Ok so i don't do all these calculations y'all do but it's good and seems a rather legit method. But you have as your MVP, a player whose team is last in the west. No I'm not questioning your choice, what i want to say is that what does she have going for her (in the actual MVP race) apart from her stats? Her being the leader of the team doesn't count for anything looking at their position.

The same goes for Parker. 2 of you have mentioned in your comments that "a rookie would have to do even more than Parker has to be considered for the MVP, superstar principle or not"...I personally disagree with this. The reason why she has been in the MVP discussion is because of her numbers. That is what she has going for her and that is what she's going to continue to have. She doesn't have to blow everyone out for her to be named MVP. She doesn't have to do anymore. The only way a rookie can win such an award is cuz of that...her stats. She can not be the leader of a team and won't easily "make her team better" like Whalen has.

Well obviously, my focus is on Parker and what i just said above in the 2nd paragraph. My point was that both Taurasi and Parker are MVP candidates for the same reason...Parker being a rookie or not. The Sparks have a big 7 games after the Olympics. 5 of those games are at the Staples Centre and if i'm not mistaken, 6 of those games are against Western conf. teams. They play San Antonio twice, Minnesota, Houston, Sacramento and Seattle once and then ATL. The Sparks have home-court advantage and could easily go 5-2 or 6-1 in those games. If they do, and If Parker still puts up those same numbers, they'll definitely finish at least 2nd...You said: "If the Mercury even get close to the playoffs, I’d say Taurasi is a lock for the MVP". I'm saying, Parker would be a legit MVP if the Sparks make good use of the next 7 games like i mentioned.

And No, I'm not a Sparks or Parker fan, but right now I'm going with the actual "Top 3" MVP candidates of which Taurasi is just outside. And i also can't ignore the fact that Parker's overall stats are better than all those in the top 5, and she also has the highest efficiency rating which is 24.0, while next to her is Taurasi with 21.4
Still me again's avatar

Still me again · 867 weeks ago

Yeah her turnovers aren't helpful that's true. But like i said, her overall stats are better than the rest along with her efficiency. Pardon my lame use of the "real stats" since i don't know how to do all the calculations you do.

You're right though. Young is probably MVP for now. For me it's Young, Parker and then Whalen.But then, none of them have that "Leadership quality" like you mentioned. That's why Whalen will probably get it. . The League obviously favours Parker, so I'm just saying that if Parker and the Sparks can do as expected in the next 7 games, she'll get it. If you know the league well, you'll know it's who they want to give it to, not necessarily who deserves it more.
why is wnba differen's avatar

why is wnba differen · 864 weeks ago

The calculations are interesting. My question is why would the WNBA choose their MVP different than the NBA? It has always come down to the team's success, and stats. Kobe got the nod over Chris Paul because LA finished first in the West. As great of a season as KG and the Celtics had, he wasn't among the top two in the voting. Leadership, intensity, stats, KG had it all. But when you factor in a tougher Western conference and two players that had better stats, he didn't do enough.
The WNBA has to look at the same factors when choosing its MVP. Whalen is a great player, but her team has proven it can win without her and she plays in a weaker eastern conference. Young is having a great year and her team is leading in the West. But when compared to Parker's numbers, its not even close! If San Antonio, wins the West then maybe you could give her the nod over Parker.
why is the wnba diff's avatar

why is the wnba diff · 864 weeks ago

But if the Sparks close out the season strong and take over first place, Parker is a no-brainer. The first spot in the toughest conference! You can't give it to Leslie over Parker. Surely they complament eachother but again, Parker's stats and efficiency are the best in the league! They both attract double teams, and I can guarantee that they aren't leaving Parker to trap Leslie. It is tougher to get a better stat line when you play on a good team. Even tougher when you play along side another superstar. Look at KG, Paul Pierce, and Ray Allen! All had better stats before they played together. You put the Celtics in the West and they finish in first place, and if KG had the most impressive stat line, he gets the MVP. So why would it be different here? The argument that a rookie has to do more is ridiculous. If the Sparks finish first in the West, and Parker continues to perform, she is more deserving than anyone else of the MVP, no matter how old she is!
1 reply · active 864 weeks ago
Thanks for the comments.

For the record, my subjective pick at the time of this post was Lindsay Whalen...even though there is evidence that she might not be the best choice, she's still one of my fav players.

Anyway, I don't think the WNBA should be different than the NBA...If it were up to me, both the NBA and WNBA would have more rigorous criteria for choosing the MVP. This was just an attempt to establish criteria that I would use and I think it could be used for both leagues.

I disagree that the MVP should automatically go to the best player on the best team. I think there are plenty of examples where a player is by far more valuable to a team that just didn't have the players to come in first. This year, I think there's a pretty convincing case for Chris Paul in the NBA and obviously he was not on the best team -- http://arbitrarian.wordpress.com/2008/05/20/winsh...

Again, it all depends on how you define the award -- by team success, individual dominance, or the largest individual contribution to the team. I'm defining it as the individual contribution to the team in terms of the player whose production is most difficult to replace.

As for the rookie argument, I should be more clear and perhaps refine my position -- I would never disqualify Parker from MVP voting because she's a rookie. I applied the same criteria to everyone here and Parker was 3rd as of the Olympic break. Parker wasn't docked any points for being a rookie. I'm not resisting the idea of a rookie being MVP.

But the barrier that a rookie has to overcome in my opinion (and why I believe it's tougher to establish a strong argument for a rookie being MVP) is being both efficient and consistent. Realistically, that's extremely difficult for a rookie. So that means it would inherently be harder -- not impossible -- for a rookie to establish a strong argument that she is the player whose team can least do without her among other potential candidates who are more consistent, efficient, and productive.

Parker is about as close as I think a rookie will come to making a case for MVP. But I think as a rookie she's had ups and downs and so she would have to put up mind blowing statistics to win the MVP...and there's still time for her to do so if she keeps putting up double-doubles in the first half.
Whalen's stock may have dropped a touch, given that her team is winning without her and the Eastern Conference is the weaker of the two. Parker is having an excellent season, but I agree that LA isn't her team...there's something missing there about her being the leader for me. Rookie of the Year should be sufficient. I would probably lean towards Young, since Houston (Tina Thompson) and Phoenix (Taurasi) have continued to perform poorly, post Olympic break. But even discounting my Storm bias, given her performance the past few games to keep the Storm in contention for 1st place in the West, Sue Bird's name is creeping into the MVP conversation for me.
Yeah Sue Bird is stepping up, but there's this little snag about the Storm having the easiest post-Olympic schedule. And i mean, a player doesn't become an MVP candidate all of a sudden does she? She was hardly there throughout the season. Asjha Jones would then be a far more considerable candidate. I don't think Parker's position as MVP candidate is shaky at all. The fact that she's the overall best player in the league speaks volumes. The Sparks are now closing in on first place with Friday's game against San Antonio being highly significant...Plus, she just earned herself Player of the Week.
For the record, Bird came in 17th in my last rankings as of the Olympic break (aside from plus/minus she ranks very low in every category) so it's hard to believe that she would suddenly come back for me in 8 games. I think the award has to be given based upon a whole season's work, not just a few games. She's still a great player though!
So Quentin, did you take part in the ballot? Even if you didn't, what's your top 5?
1 reply · active 862 weeks ago
I was just about to write about that....will be up soon...

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