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  • The Dunn Effect I

The Dunn Effect I

Posted on July 19, 2005 by Arky Vaughan in Crunch Time

In the market for big-league hitters leading up to the July 31 trade deadline, perhaps the most popular player supposedly for sale is Reds slugger Adam Dunn. This 25-year-old native Houstonian busted his 6-foot-6, 275-pound frame into baseball stardom by finishing tied for runner-up for the home run crown with 46 long balls in 2004, his fourth season in the league. Dunn also gained notoriety by fanning 195 times, breaking Bobby Bonds’ 1970 record of 189 strikeouts.

Besides swatting the ball over the fence, power hitters like Dunn tend to do two other things: strike out and draw walks. The prototype for this kind of player, Babe Ruth, finished his career as the all-time leader in strikeouts and walks in addition to home runs. Dunn is an extreme of this brand of hitter, and this extremism has caused some doubt of the value of a slugger who posts a low batting average and swings and misses a lot.

This is because Dunn and his mashing cohorts are also supposed to be the cog in the line-up that drives in runs. With Dunn it seems like one of three things is generally going to happen: a homer, a walk or a strikeout. Only one of those outcomes pushes a run home (with the exception of a bases-loaded walk, which has happened for Dunn just once this season).

Assessing whether Dunn’s strikeouts make him ineffective as an RBI man requires taking a look at more than just how many runs he has driven in. Dunn is stuck in the lowly Cincinnati line-up, where RBI opportunities come less often than in the batting orders of stronger teams. In order to test the Dunn-ineffectiveness theory, I looked up the number of RBI chances had by each of the players in the top 20 in home runs in 2005.

Despite being tied for sixth with 24 homers, Dunn is dead last in this group with 54 RBI: 

Player        HR    Player        RBI
----------------    -----------------
D. Lee        28    M. Ramirez     84
A. Jones      27    D. Ortiz       83
A. Rodriguez  26    A. Rodriguez   77
M. Ensberg    25    C. Lee         77
M. Teixeira   25    M. Teixeira    74
----------------    -----------------
A. Dunn       24    D. Lee         73
M. Ramirez    24    G. Sheffield   73
A. Pujols     23    P. Burrell     72
D. Ortiz      23    A. Pujols      71
C. Lee        23    A. Jones       68
----------------    -----------------
A. Soriano    22    M. Ensberg     67
C. Floyd      22    R. Sexson      67
A. Ramirez    21    A. Ramirez     62
K. Griffey    20    M. Tejada      62
P. Konerko    20    K. Griffey     61
----------------    -----------------
R. Sexson     20    A. Soriano     57
T. Glaus      20    T. Glaus       57
P. Burrell    20    P. Konerko     56
G. Sheffield  19    C. Floyd       55
M. Tejada     19    A. Dunn        54
----------------    -----------------
Average       23    Average        68

And this is not purely opportunities-driven. Dunn ranks 14th in this group with 236 runners having been aboard when Dunn came to the plate. (His teammate, Ken Griffey Jr., is 13th with 240 runners on.) And Dunn is 17th with 117 runners in scoring position. 

Player        Runners    Player        RISP
---------------------    ------------------
A. Rodriguez      299    A. Jones       160
A. Jones          294    A. Rodriguez   156
C. Lee            291    C. Lee         155
P. Burrell        291    P. Burrell     150
D. Ortiz          289    M. Ramirez     145
---------------------    ------------------
M. Ramirez        286    D. Ortiz       138
T. Glaus          271    M. Tejada      137
M. Teixeira       266    T. Glaus       135
A. Pujols         261    G. Sheffield   128
M. Tejada         255    R. Sexson      127
---------------------    ------------------
G. Sheffield      254    A. Pujols      126
R. Sexson         244    M. Teixeira    124
K. Griffey        240    M. Ensberg     121
A. Dunn           236    A. Ramirez     121
M. Ensberg        235    P. Konerko     121
---------------------    ------------------
A. Soriano        234    D. Lee         119
A. Ramirez        232    A. Dunn        117
P. Konerko        228    C. Floyd       117
C. Floyd          213    K. Griffey     113
D. Lee            206    A. Soriano     111
---------------------    ------------------
Average           256    Average        131

Thus, Dunn is 20th in RBIs despite being better than 20th in chances. In fact, Dunn is dead last among the 20 in percentage of runners driven in. Dunn has plated 12.7 percent of those runners.

Player        Runners  RBI    Pct
---------------------------------
D. Lee            206   45  21.8%
G. Sheffield      254   54  21.3%
M. Ramirez        286   60  21.0%
D. Ortiz          289   60  20.8%
R. Sexson         244   47  19.3%
---------------------------------
C. Lee            291   54  18.6%
M. Teixeira       266   49  18.4%
A. Pujols         261   48  18.4%
M. Ensberg        235   42  17.9%
P. Burrell        291   52  17.9%
---------------------------------
A. Ramirez        232   41  17.7%
K. Griffey        240   41  17.1%
A. Rodriguez      299   51  17.1%
M. Tejada         255   43  16.9%
P. Konerko        228   36  15.8%
---------------------------------
C. Floyd          213   33  15.5%
A. Soriano        234   35  15.0%
A. Jones          294   41  13.9%
T. Glaus          271   37  13.7%
A. Dunn           236   30  12.7%
---------------------------------
Average           256   45  17.5%

That looks bad for Dunn, but how big is this effect? As a group, the top 20 home run hitters average 256 runners on base and 45 of those runners driven in, a 17.5-percent rate of success. With the same number of runners as Dunn, a slugger at the group average might drive in 42 runners, 12 more than Dunn has. That strikes me as significant.

But you cannot ignore the runs a slugger scores on his own home runs when evaluating him. After all, an RBI man’s job is to drive in runs, and there is no reason driving in himself should be excluded. All of these hitters get a large share of their RBIs by driving themselves in on home runs. Dunn’s own scoring on his home runs accounts for 44.4 percent of his RBIs. But even the lowest in this measure, Gary Sheffield, gets 26 percent of his RBIs from driving in himself on homers: 

Player        HR  RBI    Pct
----------------------------
A. Dunn       24   54  44.4%
C. Floyd      22   55  40.0%
A. Jones      27   68  39.7%
A. Soriano    22   57  38.6%
D. Lee        28   73  38.4%
----------------------------
M. Ensberg    25   67  37.3%
P. Konerko    20   56  35.7%
T. Glaus      20   57  35.1%
A. Ramirez    21   62  33.9%
M. Teixeira   25   74  33.8%
----------------------------
A. Rodriguez  26   77  33.8%
K. Griffey    20   61  32.8%
A. Pujols     23   71  32.4%
M. Tejada     19   62  30.6%
C. Lee        23   77  29.9%
----------------------------
R. Sexson     20   67  29.9%
M. Ramirez    24   84  28.6%
P. Burrell    20   72  27.8%
D. Ortiz      23   83  27.7%
G. Sheffield  19   73  26.0%
----------------------------
Average       19   68  33.4%

So, does counting all of his RBI opportunities (all of the runners on base when he bats, plus all of his own plate appearances), move Dunn up the RBI-effectiveness list at all?

Player         PA  Runners  RBIOpp  RBI    Pct
----------------------------------------------
M. Ramirez    371      286     657   84  12.8%
D. Lee        385      206     591   73  12.4%
D. Ortiz      401      289     690   83  12.0%
G. Sheffield  385      254     639   73  11.4%
C. Lee        396      291     687   77  11.2%
----------------------------------------------
M. Ensberg    364      235     599   67  11.2%
A. Rodriguez  399      299     698   77  11.0%
R. Sexson     364      244     608   67  11.0%
P. Burrell    365      291     656   72  11.0%
M. Teixeira   410      266     676   74  10.9%
----------------------------------------------
A. Pujols     402      261     663   71  10.7%
A. Ramirez    359      232     591   62  10.5%
K. Griffey    367      240     607   61  10.0%
A. Jones      392      294     686   68   9.9%
C. Floyd      352      213     565   55   9.7%
----------------------------------------------
M. Tejada     393      255     648   62   9.6%
A. Soriano    376      234     610   57   9.3%
P. Konerko    376      228     604   56   9.3%
A. Dunn       371      236     607   54   8.9%
T. Glaus      375      271     646   57   8.8%
----------------------------------------------
Average       380      256     636   68  10.6%

Dunn moves up slightly, past Troy Glaus. But he still remains at the bottom of the pack. Does this mean that Dunn is indeed an ineffective RBI man, at least relative to his long-ball-launching peers?
A couple of other observations must be made in Dunn’s favor. First, among the 20, Dunn has the second-lowest percentage of outs made with runners on. In his 164 plate appearances with runners on base, Dunn has made 88 outs, or 53.7 percent. Second, this corresponds to a .463 OBP with runners on base, second only to Sheffield’s .481:

Player         PA  Outs    Pct   OBP
------------------------------------
G. Sheffield  189    98  51.9%  .481
A. Dunn       164    88  53.7%  .463
D. Lee        161    87  54.0%  .460
A. Pujols     190   110  57.9%  .421
D. Ortiz      200   117  58.5%  .415
------------------------------------
M. Ramirez    192   114  59.4%  .406
M. Ensberg    168   100  59.5%  .405
A. Rodriguez  213   127  59.6%  .404
A. Ramirez    174   104  59.8%  .402
M. Teixeira   197   118  59.9%  .401
------------------------------------
R. Sexson     181   109  60.2%  .398
P. Burrell    199   120  60.3%  .397
K. Griffey    176   108  61.4%  .386
M. Tejada     187   115  61.5%  .385
C. Floyd      158   101  63.9%  .361
------------------------------------
A. Jones      209   134  64.1%  .359
C. Lee        208   134  64.4%  .356
P. Konerko    178   117  65.7%  .343
T. Glaus      192   127  66.1%  .339
A. Soriano    166   119  71.7%  .283
------------------------------------
Average       185   112  60.7%  .373

This is because Dunn is most likely among the 20 to draw a walk with runners on. In fact, far more likely — Dunn has drawn walks in 25.6 of his plate appearances with runners on. Sheffield is a distant second at 16.9 percent:

Player         PA  BB    Pct
----------------------------
A. Dunn       164  42  25.6%
G. Sheffield  189  32  16.9%
D. Lee        161  26  16.1%
A. Pujols     190  29  15.3%
M. Ensberg    168  25  14.9%
----------------------------
P. Burrell    199  27  13.6%
A. Jones      209  28  13.4%
T. Glaus      192  25  13.0%
R. Sexson     181  23  12.7%
D. Ortiz      200  25  12.5%
----------------------------
C. Lee        208  25  12.0%
P. Konerko    178  21  11.8%
A. Rodriguez  213  25  11.7%
C. Floyd      158  18  11.4%
K. Griffey    176  20  11.4%
----------------------------
M. Teixeira   197  21  10.7%
M. Ramirez    192  20  10.4%
A. Ramirez    174  17   9.8%
M. Tejada     187  13   7.0%
A. Soriano    166   5   3.0%
----------------------------
Average       185  23  12.6%

Now, it may seem of little value for Dunn to draw walks when runners are waiting for him to drive them in, but there are some important things to consider. For instance, other teams may be more likely to walk Dunn in the Reds batting order than they would were Dunn playing in a better line-up. Dunn is near the top in terms of intentional walks with runners on:

Player        PA  IBB   Pct
---------------------------
A. Pujols     190  11  5.8%
D. Lee        161   9  5.6%
A. Dunn       164   7  4.3%
M. Tejada     187   7  3.7%
G. Sheffield  189   6  3.2%
---------------------------
M. Ensberg    168   5  3.0%
C. Lee        208   6  2.9%
A. Jones      209   6  2.9%
A. Rodriguez  213   6  2.8%
P. Konerko    178   5  2.8%
---------------------------
C. Floyd      158   4  2.5%
R. Sexson     181   4  2.2%
M. Ramirez    192   3  1.6%
D. Ortiz      200   3  1.5%
A. Ramirez    174   2  1.1%
---------------------------
K. Griffey    176   2  1.1%
M. Teixeira   197   2  1.0%
P. Burrell    199   2  1.0%
A. Soriano    166   1  0.6%
T. Glaus      192   0  0.0%
---------------------------
Average       185   5  2.5%

But this only explains a handful of Dunn’s walks with runners on. Dunn draws unintentional walks with runners on much more frequently than anyone else in the 20 (some of these could also be of the intentional-unintentional variety, of course):

Player         PA  UBB    Pct
-----------------------------
A. Dunn       164   35  21.3%
G. Sheffield  189   26  13.8%
T. Glaus      192   25  13.0%
P. Burrell    199   25  12.6%
M. Ensberg    168   20  11.9%
-----------------------------
D. Ortiz      200   22  11.0%
D. Lee        161   17  10.6%
A. Jones      209   22  10.5%
R. Sexson     181   19  10.5%
K. Griffey    176   18  10.2%
-----------------------------
M. Teixeira   197   19   9.6%
A. Pujols     190   18   9.5%
C. Lee        208   19   9.1%
P. Konerko    178   16   9.0%
A. Rodriguez  213   19   8.9%
-----------------------------
C. Floyd      158   14   8.9%
M. Ramirez    192   17   8.9%
A. Ramirez    174   15   8.6%
M. Tejada     187    6   3.2%
A. Soriano    166    4   2.4%
-----------------------------
Average       185   19  10.2%

Is this a detriment to Dunn?  Even if he were traded and continued to draw walks, the solution would ideally be to work the batting order around Dunn, allowing another hitter the opportunity to drive him in. The value of not making outs and reaching base is often overlooked, especially for a power hitter like Dunn. Dunn excels at keeping the inning alive with runners on base, thereby expanding his team’s chances to score runs.

And if the team fails to take advantage of the fact that Dunn, despite his massive strike zone, is walked with runners on base, how is Dunn to blame for that?

In fact, if you exclude occasions where pitchers avoided Dunn by walking him, Dunn is not such a bad RBI man after all, driving in runs in 11.4 percent of opportunities:

Player         AB  Runners  RBIOpp  RBI   Opp%
----------------------------------------------
M. Ramirez    320      246     566   84  14.8%
D. Lee        333      166     499   73  14.6%
D. Ortiz      348      247     595   83  13.9%
G. Sheffield  325      200     525   73  13.9%
M. Ensberg    309      194     503   67  13.3%
----------------------------------------------
P. Burrell    313      239     552   72  13.0%
A. Rodriguez  340      255     595   77  12.9%
R. Sexson     313      212     525   67  12.8%
C. Lee        353      254     607   77  12.7%
A. Pujols     347      216     563   71  12.6%
----------------------------------------------
M. Teixeira   369      232     601   74  12.3%
A. Jones      340      248     588   68  11.6%
A. Ramirez    331      213     544   62  11.4%
A. Dunn       297      177     474   54  11.4%
K. Griffey    324      213     537   61  11.4%
----------------------------------------------
C. Floyd      313      186     499   55  11.0%
P. Konerko    325      200     525   56  10.7%
M. Tejada     362      233     595   62  10.4%
T. Glaus      322      228     550   57  10.4%
A. Soriano    354      218     572   57  10.0%
----------------------------------------------
Average       331      218     550   67  12.3%

By the way, while Dunn has the third-highest strikeout percentage with runners on base — 23.2 percent — he also has the second-lowest percentage of double-plays in double play opportunities. In 69 plate appearances where the double play is in order, Dunn has grounded into just two:

Player         PA  SO    Pct    Player       Opp  GDP    Pct
----------------------------    ----------------------------
T. Glaus      192  54  28.1%    R. Sexson     65   10  15.4%
R. Sexson     181  44  24.3%    M. Tejada     69   10  14.5%
A. Dunn       164  38  23.2%    A. Jones      76   10  13.2%
M. Ensberg    168  38  22.6%    M. Ramirez    90   11  12.2%
P. Burrell    199  45  22.6%    P. Konerko    60    7  11.7%
----------------------------    ----------------------------
A. Soriano    166  32  19.3%    A. Pujols     86    9  10.5%
C. Floyd      158  29  18.4%    M. Ensberg    61    6   9.8%
A. Rodriguez  213  38  17.8%    D. Lee        54    5   9.3%
K. Griffey    176  31  17.6%    D. Ortiz      87    8   9.2%
D. Lee        161  28  17.4%    P. Burrell    80    7   8.8%
----------------------------    ----------------------------
M. Ramirez    192  31  16.1%    M. Teixeira   80    7   8.8%
A. Jones      209  33  15.8%    A. Ramirez    67    5   7.5%
C. Lee        208  32  15.4%    A. Rodriguez  85    6   7.1%
P. Konerko    178  27  15.2%    K. Griffey    86    6   7.0%
M. Teixeira   197  26  13.2%    C. Lee        76    5   6.6%
----------------------------    ----------------------------
D. Ortiz      200  24  12.0%    G. Sheffield  92    6   6.5%
A. Pujols     190  22  11.6%    A. Soriano    72    4   5.6%
M. Tejada     187  21  11.2%    C. Floyd      52    2   3.8%
A. Ramirez    174  15   8.6%    A. Dunn       69    2   2.9%
G. Sheffield  189  16   8.5%    T. Glaus      70    2   2.9%
----------------------------    ----------------------------
Average       185  31  16.9%    Average       73    6   8.7%

Not making outs, getting on base and not hitting into a rally-killer seem like pretty good reasons to have Dunn around, strikeouts be damned. Whether that makes him worth the Reds’ reported asking price is another matter. As the trade deadline approaches, however, Cincinnati may become more reasonable if the Reds really want to move him.

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