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Park Factors, 1999-2000

Publication Date: July 25, 2000

Definitions and Causes

One of the more interesting analytical tools in baseball is one that is, to some extent, so obvious that we tend to ignore it, but truly understanding it can greatly increase one's understanding of the game itself, especially in the area of talent evaluation. Park factors are, quite simply, an acknowledgement that scoring runs (and, by extension, all of the components that go into scoring runs) is not equally difficult in all ballparks. Not all of the components are equally affected, of course -- some parks increase doubles at the expense of home runs, for example -- but it's usually possible to get a feel for how the park changes the perceptions of a team's performance by looking at how both the team and their opponents perform in both their home and road games.

There are actually two types of park factors. The first, the type I'm looking at here, is designed to measure the effect of the park on the raw statistics. The factors I discuss here, for example, are computed simply by dividing the average number of runs per game for both teams in home games by the average number of runs per game for both teams in road games. That gives a number which is a reasonable ratio of how much the park increases or decreases the number of runs scored.

The second type, which I don't have individual player data to look at, examines the effects of the park on a player's stats. That just means that the factor needs to be weighted to take into account that the player plays some percentage of his games at home and some percentage on the road. In the pros, where those percentage are each around half, that's easy; in college, it's harder because of unbalanced schedules.

There are quite a few characteristics that can figure into a park's effect, some of which are static and some of which can change from year to year. Park size and configuration, including the amount of foul territory and the height of the fences, tends to be fairly static, and the altitude is constant barring earthquakes and wholesale moves of the campus. Weather factors, including wind and humidity, can vary from year to year -- one year, for example, all of the West Coast major league parks showed up about 5% lower than usual due to early season weather problems. Jim Carr has written a neat little Java applet that will let you play with some of these factors and see what they do to the distance of a batted ball.

As I said earlier, understanding park factors can have a dramatic effect on talent evaluation. Teams which play in parks which tend to suppress offense tend to overestimate the quality of their pitching staff and underestimate their hitters, and vice versa for offense-heavy parks. This can cause unwarranted player moves at times and can also heavily affect the recruiting process as a team's needs are misidentified.

Bear in mind that the quality of a team, either offensively or defensively, generally has no effect on the park factor, since we're looking at runs scored by both teams. There are, of course, teams which take unusually good advantage of their parks through things like the ground ball/fly ball ratio for their pitching staff, for example, but in most cases there's no connection between team quality and park factor other than the player selection factors mentioned above.

Some Preliminary Data

Because of those changing factors that I mentioned above, finding the right amount of data to consider when calculating park factors is a delicate matter. More than three years can be problematic because of weather shifts and stadium changes, but one year can be too short to get an accurate reading. Of course, these matters are greatly aggravated, as always, by the short college season and the huge number of teams involved. Ideally, I think I'd like to have at least four years of conference play (in college, it's necessary to have an even number of years, as we discussed last week), but I don't have that much data yet. Even that would be leave the numbers a bit suspect, because we're only talking about fifteen or so home and road games each year.

I've taken the same data set, more or less, that I used to examine home field advantage last week -- the set of all conference games from the 1999 and 2000 season. Because I wanted to include the former WAC teams in this because they were likely to have some interesting park factors due to geography, I included all WAC games from 1998 and 1999. The results are interesting, although the small sample size tends to require a bit of common sense in viewing the results.

Here are the twenty teams whose home parks increase scoring the most:

                                               Home          Road
Team                            Rank  PF     R  G   Avg    R  G   Avg

Fairleigh Dickinson               1  1.857  301 20 15.05  154 19  8.11
Southern Mississippi              2  1.528  382 26 14.69  250 26  9.62
Loyola Marymount                  3  1.525  543 33 16.45  313 29 10.79
Hofstra                           4  1.519  378 28 13.50  231 26  8.88
New Mexico State                  5  1.516  664 30 22.13  438 30 14.60
Hawaii-Hilo                       6  1.500   39  2 19.50   65  5 13.00
North Carolina-Asheville          7  1.479  278 21 13.24  188 21  8.95
Illinois                          8  1.428  312 23 13.57  304 32  9.50
Notre Dame                        9  1.408  373 25 14.92  265 25 10.60
Iona                             10  1.402  340 25 13.60  262 27  9.70
North Carolina A&T               11  1.396  389 24 16.21  209 18 11.61
Morehead State                   12  1.389  368 24 15.33  265 24 11.04
Michigan State                   13  1.388  256 18 14.22  287 28 10.25
Fresno State                     14  1.386  183 12 15.25  154 14 11.00
Oakland                          15  1.371  267 20 13.35  263 27  9.74
Ball State                       16  1.370  427 30 14.23  291 28 10.39
Texas Tech                       17  1.351  405 27 15.00  322 29 11.10
Auburn                           18  1.330  508 30 16.93  382 30 12.73
New Mexico                       19  1.327  261 12 21.75  213 13 16.38
Brigham Young                    20  1.320  399 15 26.60  262 13 20.15

Here are the twenty teams whose home parks decrease scoring the most:

                                               Home          Road
Team                            Rank  PF     R  G   Avg    R  G   Avg

Utah                            252  0.757  190 13 14.62  309 16 19.31
Southeast Missouri State        253  0.756  300 29 10.34  342 25 13.68
Rider                           254  0.752  217 29  7.48  209 21  9.95
St. Francis                     255  0.749  138 15  9.20  258 21 12.29
Connecticut                     256  0.738  273 23 11.87  418 26 16.08
Kent                            257  0.736  269 29  9.28  378 30 12.60
Siena                           258  0.736  256 26  9.85  321 24 13.38
Eastern Kentucky                259  0.721  241 24 10.04  348 25 13.92
Elon                            260  0.719  214 22  9.73  257 19 13.53
Tulane                          261  0.718  309 26 11.88  447 27 16.56
Houston                         262  0.712  276 27 10.22  359 25 14.36
Furman                          263  0.709  358 29 12.34  522 30 17.40
Pepperdine                      264  0.690  295 30  9.83  456 32 14.25
Winthrop                        265  0.680  174 20  8.70  256 20 12.80
Portland                        266  0.671  284 31  9.16  437 32 13.66
Wright State                    267  0.666  226 21 10.76  323 20 16.15
Long Island                     268  0.614  161 19  8.47  276 20 13.80
Norfolk State                   269  0.593  294 29 10.14  513 30 17.10
San Diego State                 270  0.523  115 10 11.50  198  9 22.00

There are a couple of thoughts that come from this. One is that major conference teams are a bit scarce on these two lists. That's probably because the bigger conferences tend to have better facilities, and those tend to be more homogenous. There are also relatively few really good teams on either list, but that may just be an echo of the lack of major conference teams.

The other fact is that the last place team (or first place, depending on how much you like pitching duels) illustrates an important fact about park factors -- they can only exist in context. In this case, because we're, of necessity, only looking at conference games due to the requirement for at least a loose symmetry, each park is measured relative to the other parks in the conference. From what I remember of Tony Gwynn Stadium, it's a fairly normal size and shape stadium, and San Diego has relentlessly normal weather. However, because it was measured in the context of all the other WAC ballparks, several of which were half a mile or more above sea level, many fewer runs were scored in SDSU home games than in road games.

Before I close with the full list, I want to point out an example to show why these numbers should be taken as a guide and not as gospel due to the small sample size. Mississippi State shows up here with a park factor of 0.875. That's not unreasonable; it's a reasonably large park by SEC standards, with a ton of foul territory, but it does seem a bit extreme to those of us who know the park. It turns out that MSU played a whopper of a series at LSU this year, with the two teams totalling 72 runs over the course of the three games. If you remove those three games from the calculation, the park factor for MSU rises to 0.963, much more in line with what I would expect. This doesn't invalidate the whole work, I don't think -- most teams didn't have one weekend that was that extreme, and there's no reason to think the teams would have scored 72 runs in Starkville -- but it does indicate that there's a relatively large margin of error at work here.

Here's the full list:

                                               Home          Road
Team                            Rank  PF     R  G   Avg    R  G   Avg

Air Force                       114  1.043  257 13 19.77  398 21 18.95
Akron                           236  0.815  343 33 10.39  370 29 12.76
Alabama                          42  1.207  501 30 16.70  415 30 13.83
Alabama A&M                      70  1.126  441 29 15.21  351 26 13.50
Alabama State                    71  1.121  468 28 16.71  328 22 14.91
Alabama-Birmingham               61  1.145  372 25 14.88  351 27 13.00
Alcorn State                     75  1.110  461 29 15.90  487 34 14.32
Appalachian State                97  1.078  495 29 17.07  459 29 15.83
Arizona                          35  1.234  466 26 17.92  392 27 14.52
Arizona State                    49  1.178  522 27 19.33  443 27 16.41
Arkansas                        174  0.938  442 30 14.73  440 28 15.71
Arkansas State                  229  0.827  318 31 10.26  372 30 12.40
Arkansas-Little Rock             94  1.080  418 33 12.67  340 29 11.72
Arkansas-Pine Bluff             156  0.968  589 45 13.09  568 42 13.52
Army                            119  1.036  206 18 11.44  243 22 11.05
Auburn                           18  1.330  508 30 16.93  382 30 12.73
Austin Peay State                68  1.130  331 24 13.79  293 24 12.21
Ball State                       16  1.370  427 30 14.23  291 28 10.39
Baylor                          243  0.780  325 30 10.83  375 27 13.89
Bethune-Cookman                  83  1.098  454 30 15.13  248 18 13.78
Boston College                  244  0.778  262 22 11.91  398 26 15.31
Bowling Green State             128  1.013  299 27 11.07  328 30 10.93
Bradley                          59  1.151  450 32 14.06  391 32 12.22
Brigham Young                    20  1.320  399 15 26.60  262 13 20.15
Brown                            28  1.263  259 20 12.95  205 20 10.25
Bucknell                        239  0.799  223 20 11.15  279 20 13.95
Butler                           84  1.097  234 18 13.00  237 20 11.85
Cal Poly                        216  0.855  349 30 11.63  408 30 13.60
Cal State Fullerton             218  0.851  382 30 12.73  434 29 14.97
Cal State Sacramento            198  0.883  377 30 12.57  427 30 14.23
Cal-Santa Barbara                58  1.151  479 30 15.97  416 30 13.87
California                      245  0.777  374 30 12.47  465 29 16.03
Campbell                        196  0.886  281 27 10.41  317 27 11.74
Canisius                         92  1.084  239 26  9.19  229 27  8.48
Central Connecticut State       145  0.981  246 21 11.71  191 16 11.94
Central Florida                  52  1.167  370 27 13.70  317 27 11.74
Central Michigan                151  0.976  280 26 10.77  331 30 11.03
Charleston Southern             228  0.830  179 20  8.95  205 19 10.79
Chicago State                   215  0.859  310 28 11.07  245 19 12.89
Cincinnati                      181  0.921  375 27 13.89  407 27 15.07
Clemson                         163  0.955  316 24 13.17  317 23 13.78
Cleveland State                  32  1.254  291 20 14.55  232 20 11.60
Coastal Carolina                146  0.980  210 18 11.67  238 20 11.90
College of Charleston           109  1.050  406 29 14.00  400 30 13.33
Columbia                         40  1.219  306 20 15.30  251 20 12.55
Connecticut                     256  0.738  273 23 11.87  418 26 16.08
Coppin State                     26  1.282  363 19 19.11  298 20 14.90
Cornell                         172  0.939  215 20 10.75  229 20 11.45
Creighton                       148  0.979  385 31 12.42  406 32 12.69
Dartmouth                        60  1.149  209 20 10.45  200 22  9.09
Davidson                        210  0.867  425 33 12.88  401 27 14.85
Dayton                          152  0.976  281 21 13.38  288 21 13.71
Delaware                        211  0.866  291 26 11.19  336 26 12.92
Delaware State                  104  1.056  415 24 17.29  311 19 16.37
Detroit Mercy                   150  0.978  201 17 11.82  254 21 12.10
Drexel                           27  1.267  352 28 12.57  258 26  9.92
Duke                            110  1.049  341 24 14.21  298 22 13.55
Duquesne                        248  0.769  236 21 11.24  307 21 14.62
East Carolina                    93  1.081  285 21 13.57  251 20 12.55
East Tennessee State            143  0.989  447 30 14.90  452 30 15.07
Eastern Illinois                 74  1.111  311 23 13.52  292 24 12.17
Eastern Kentucky                259  0.721  241 24 10.04  348 25 13.92
Eastern Michigan                153  0.972  343 31 11.06  330 29 11.38
Elon                            260  0.719  214 22  9.73  257 19 13.53
Evansville                      122  1.028  357 31 11.52  336 30 11.20
Fairfield                       136  1.000  265 24 11.04  298 27 11.04
Fairleigh Dickinson               1  1.857  301 20 15.05  154 19  8.11
Florida                         134  1.002  423 30 14.10  408 29 14.07
Florida A&M                     188  0.904  243 17 14.29  332 21 15.81
Florida Atlantic                214  0.860  346 30 11.53  322 24 13.42
Florida International           127  1.016  342 29 11.79  360 31 11.61
Florida State                   178  0.929  263 24 10.96  283 24 11.79
Fordham                         123  1.027  228 21 10.86  222 21 10.57
Fresno State                     14  1.386  183 12 15.25  154 14 11.00
Furman                          263  0.709  358 29 12.34  522 30 17.40
George Mason                    217  0.852  276 21 13.14  324 21 15.43
George Washington               130  1.007  275 21 13.10  273 21 13.00
Georgetown                       43  1.198  364 26 14.00  257 22 11.68
Georgia                         165  0.949  364 27 13.48  426 30 14.20
Georgia Southern                168  0.942  426 30 14.20  407 27 15.07
Georgia State                    23  1.302  371 27 13.74  285 27 10.56
Georgia Tech                    113  1.045  323 24 13.46  309 24 12.88
Gonzaga                          38  1.223  416 26 16.00  458 35 13.09
Grambling State                 144  0.987  517 34 15.21  539 35 15.40
Hartford                        197  0.886  220 25  8.80  278 28  9.93
Harvard                         226  0.834  232 23 10.09  242 20 12.10
Hawaii                          250  0.767  252 22 11.45  254 17 14.94
Hawaii-Hilo                       6  1.500   39  2 19.50   65  5 13.00
High Point                       66  1.132  260 19 13.68  266 22 12.09
Hofstra                           4  1.519  378 28 13.50  231 26  8.88
Holy Cross                      120  1.036  233 20 11.65  225 20 11.25
Houston                         262  0.712  276 27 10.22  359 25 14.36
Howard                          204  0.880  221 15 14.73  385 23 16.74
IUPUI                            53  1.166  292 20 14.60  338 27 12.52
Illinois                          8  1.428  312 23 13.57  304 32  9.50
Illinois State                   73  1.114  436 31 14.06  404 32 12.62
Illinois-Chicago                 77  1.107  246 21 11.71  201 19 10.58
Indiana                          65  1.138  260 22 11.82  353 34 10.38
Indiana State                   241  0.792  367 32 11.47  478 33 14.48
Iona                             10  1.402  340 25 13.60  262 27  9.70
Iowa                            132  1.006  315 28 11.25  313 28 11.18
Iowa State                      131  1.007  302 24 12.58  450 36 12.50
Jackson State                   184  0.919  557 43 12.95  479 34 14.09
Jacksonville                    219  0.850  313 28 11.18  355 27 13.15
Jacksonville State              100  1.067  349 27 12.93  327 27 12.11
James Madison                    91  1.084  322 21 15.33  297 21 14.14
Kansas                          149  0.978  456 35 13.03  373 28 13.32
Kansas State                    105  1.055  364 25 14.56  414 30 13.80
Kent                            257  0.736  269 29  9.28  378 30 12.60
Kentucky                        103  1.057  365 28 13.04  370 30 12.33
LaSalle                          51  1.173  394 24 16.42  322 23 14.00
Lafayette                        78  1.106  263 20 13.15  214 18 11.89
Lamar                           240  0.796  273 30  9.10  320 28 11.43
LeMoyne                         233  0.818  199 23  8.65  275 26 10.58
Lehigh                          102  1.062  206 20 10.30  194 20  9.70
Liberty                          96  1.079  251 19 13.21  257 21 12.24
Long Beach State                249  0.768  317 30 10.57  413 30 13.77
Long Island                     268  0.614  161 19  8.47  276 20 13.80
Louisiana State                  95  1.080  443 30 14.77  383 28 13.68
Louisiana Tech                   55  1.162  365 27 13.52  384 33 11.64
Louisiana-Lafayette             203  0.881  350 33 10.61  361 30 12.03
Louisiana-Monroe                 62  1.144  425 34 12.50  295 27 10.93
Louisville                      137  1.000  374 27 13.85  360 26 13.85
Loyola Marymount                  3  1.525  543 33 16.45  313 29 10.79
Maine                           183  0.920  323 28 11.54  301 24 12.54
Manhattan                       237  0.813  295 26 11.35  363 26 13.96
Marist                           80  1.101  333 28 11.89  270 25 10.80
Marshall                         37  1.225  350 28 12.50  296 29 10.21
Maryland                        194  0.890  296 23 12.87  347 24 14.46
Maryland-Baltimore County        22  1.311  202 15 13.47  226 22 10.27
Maryland-Eastern Shore           47  1.185  372 20 18.60  455 29 15.69
Massachusetts                    64  1.139  214 21 10.19  179 20  8.95
McNeese State                   125  1.021  383 30 12.77  375 30 12.50
Memphis                          56  1.159  349 27 12.93  290 26 11.15
Mercer                          107  1.053  339 27 12.56  322 27 11.93
Miami, Ohio                     190  0.897  368 33 11.15  348 28 12.43
Michigan                        246  0.774  278 28  9.93  359 28 12.82
Michigan State                   13  1.388  256 18 14.22  287 28 10.25
Middle Tennessee State          189  0.899  241 23 10.48  303 26 11.65
Minnesota                       166  0.947  396 35 11.31  239 20 11.95
Mississippi                     212  0.862  329 29 11.34  395 30 13.17
Mississippi State               207  0.875  343 28 12.25  392 28 14.00
Mississippi Valley State        202  0.881  300 22 13.64  526 34 15.47
Missouri                        224  0.837  328 28 11.71  364 26 14.00
Monmouth                        185  0.919  230 19 12.11  237 18 13.17
Morehead State                   12  1.389  368 24 15.33  265 24 11.04
Mount St. Mary's                155  0.969  256 20 12.80  251 19 13.21
Murray State                    118  1.038  272 24 11.33  284 26 10.92
Navy                            133  1.004  255 22 11.59  231 20 11.55
Nebraska                         72  1.117  407 27 15.07  378 28 13.50
Nevada                          126  1.019  475 30 15.83  466 30 15.53
Nevada-Las Vegas                179  0.927  343 18 19.06  185  9 20.56
New Mexico                       19  1.327  261 12 21.75  213 13 16.38
New Mexico State                  5  1.516  664 30 22.13  438 30 14.60
New Orleans                     159  0.965  396 30 13.20  465 34 13.68
Niagara                          44  1.198  357 25 14.28  310 26 11.92
Nicholls State                   76  1.108  307 29 10.59  277 29  9.55
Norfolk State                   269  0.593  294 29 10.14  513 30 17.10
North Carolina                  201  0.882  285 24 11.88  323 24 13.46
North Carolina A&T               11  1.396  389 24 16.21  209 18 11.61
North Carolina State             67  1.130  330 24 13.75  292 24 12.17
North Carolina-Asheville          7  1.479  278 21 13.24  188 21  8.95
North Carolina-Charlotte        106  1.055  321 26 12.35  316 27 11.70
North Carolina-Greensboro       191  0.894  361 29 12.45  390 28 13.93
North Carolina-Wilmington       223  0.842  230 21 10.95  273 21 13.00
Northeastern                    238  0.810  231 26  8.88  307 28 10.96
Northern Illinois                99  1.068  316 29 10.90  306 30 10.20
Northern Iowa                   213  0.860  409 32 12.78  431 29 14.86
Northwestern                    200  0.882  314 32  9.81  278 25 11.12
Northwestern State               86  1.096  328 29 11.31  320 31 10.32
Notre Dame                        9  1.408  373 25 14.92  265 25 10.60
Oakland                          15  1.371  267 20 13.35  263 27  9.74
Ohio                             48  1.181  450 34 13.24  325 29 11.21
Ohio State                      247  0.770  265 28  9.46  295 24 12.29
Oklahoma                         41  1.212  400 27 14.81  330 27 12.22
Oklahoma State                  205  0.878  342 27 12.67  303 21 14.43
Old Dominion                     88  1.090  272 19 14.32  289 22 13.14
Oral Roberts                    221  0.845  390 32 12.19  303 21 14.43
Oregon State                    169  0.941  443 29 15.28  422 26 16.23
Pacific                         182  0.920  329 29 11.34  370 30 12.33
Penn State                      173  0.938  316 28 11.29  325 27 12.04
Pennsylvania                    225  0.835  212 20 10.60  254 20 12.70
Pepperdine                      264  0.690  295 30  9.83  456 32 14.25
Pittsburgh                      111  1.047  316 24 13.17  327 26 12.58
Portland                        266  0.671  284 31  9.16  437 32 13.66
Prairie View A&M                 33  1.247  491 30 16.37  420 32 13.12
Princeton                       142  0.990  230 22 10.45  243 23 10.57
Providence                       36  1.232  218 13 16.77  177 13 13.62
Purdue                          139  0.995  318 30 10.60  277 26 10.65
Quinnipiac                      112  1.047  271 20 13.55  246 19 12.95
Radford                          25  1.284  304 21 14.48  203 18 11.28
Rhode Island                    124  1.024  259 21 12.33  253 21 12.05
Rice                             87  1.095  146 12 12.17  100  9 11.11
Richmond                         21  1.313  312 21 14.86  249 22 11.32
Rider                           254  0.752  217 29  7.48  209 21  9.95
Rutgers                         177  0.932  356 26 13.69  338 23 14.70
Sam Houston State               101  1.067  306 27 11.33  308 29 10.62
Samford                         171  0.941  349 27 12.93  371 27 13.74
San Diego                       235  0.817  359 30 11.97  425 29 14.66
San Diego State                 270  0.523  115 10 11.50  198  9 22.00
San Francisco                    46  1.186  524 33 15.88  348 26 13.38
San Jose State                  162  0.956  153 12 12.75  160 12 13.33
Santa Clara                     161  0.957  402 30 13.40  420 30 14.00
Seton Hall                      208  0.874  309 27 11.44  262 20 13.10
Siena                           258  0.736  256 26  9.85  321 24 13.38
South Alabama                    45  1.190  388 32 12.12  326 32 10.19
South Carolina                  232  0.818  356 30 11.87  435 30 14.50
South Florida                    85  1.096  433 27 16.04  395 27 14.63
Southeast Missouri State        253  0.756  300 29 10.34  342 25 13.68
Southeastern Louisiana           79  1.104  327 27 12.11  318 29 10.97
Southern                        234  0.818  390 32 12.19  477 32 14.91
Southern California             186  0.909  390 30 13.00  429 30 14.30
Southern Illinois               116  1.042  373 31 12.03  381 33 11.55
Southern Mississippi              2  1.528  382 26 14.69  250 26  9.62
Southern Utah                   115  1.043  164 11 14.91  243 17 14.29
Southwest Missouri State         90  1.086  449 30 14.97  441 32 13.78
Southwest Texas State           147  0.980  321 27 11.89  364 30 12.13
St. Bonaventure                  29  1.261  261 21 12.43  207 21  9.86
St. Francis                     255  0.749  138 15  9.20  258 21 12.29
St. John's                       57  1.154  138 10 13.80  299 25 11.96
St. Joseph's                    193  0.891  253 22 11.50  297 23 12.91
St. Louis                       160  0.961  390 27 14.44  406 27 15.04
St. Mary's                       81  1.101  372 30 12.40  338 30 11.27
St. Peter's                      30  1.260  335 24 13.96  299 27 11.07
Stanford                        158  0.967  412 30 13.73  426 30 14.20
Stetson                         220  0.847  339 27 12.56  415 28 14.82
Temple                          176  0.938  230 21 10.95  257 22 11.68
Tennessee                       231  0.824  393 30 13.10  445 28 15.89
Tennessee Tech                   31  1.254  322 24 13.42  246 23 10.70
Tennessee-Martin                195  0.890  300 28 10.71  313 26 12.04
Texas                           192  0.892  356 30 11.87  386 29 13.31
Texas A&M                       140  0.994  362 30 12.07  352 29 12.14
Texas Christian                 135  1.002  121  9 13.44  161 12 13.42
Texas Southern                  164  0.953  500 36 13.89  539 37 14.57
Texas Tech                       17  1.351  405 27 15.00  322 29 11.10
Texas-Arlington                 227  0.831  299 28 10.68  347 27 12.85
Texas-San Antonio               187  0.905  308 27 11.41  353 28 12.61
The Citadel                     199  0.883  438 33 13.27  451 30 15.03
Toledo                          230  0.826  276 30  9.20  390 35 11.14
Towson State                    117  1.041  341 28 12.18  269 23 11.70
Troy State                       54  1.163  346 24 14.42  372 30 12.40
Tulane                          261  0.718  309 26 11.88  447 27 16.56
UCLA                            170  0.941  436 30 14.53  417 27 15.44
Utah                            252  0.757  190 13 14.62  309 16 19.31
Valparaiso                      251  0.761  267 27  9.89  325 25 13.00
Vanderbilt                       82  1.099  408 29 14.07  384 30 12.80
Vermont                         242  0.788  201 20 10.05  357 28 12.75
Villanova                       141  0.994  301 26 11.58  233 20 11.65
Virginia                        108  1.050  307 23 13.35  305 24 12.71
Virginia Commonwealth           206  0.876  261 23 11.35  285 22 12.95
Virginia Military                24  1.299  490 27 18.15  461 33 13.97
Virginia Tech                   180  0.922  224 21 10.67  243 21 11.57
Wagner                          209  0.873  296 22 13.45  262 17 15.41
Wake Forest                      89  1.087  328 23 14.26  315 24 13.12
Washington                      175  0.938  436 29 15.03  449 28 16.04
Washington State                 50  1.176  453 26 17.42  489 33 14.82
West Virginia                    63  1.140  238 24  9.92  174 20  8.70
Western Carolina                 39  1.221  420 26 16.15  397 30 13.23
Western Illinois                121  1.029  357 27 13.22  257 20 12.85
Western Kentucky                157  0.968  338 33 10.24  307 29 10.59
Western Michigan                138  1.000  279 30  9.30  307 33  9.30
Wichita State                   129  1.012  437 35 12.49  395 32 12.34
William and Mary                167  0.945  266 22 12.09  256 20 12.80
Winthrop                        265  0.680  174 20  8.70  256 20 12.80
Wisconsin-Milwaukee              98  1.069  239 20 11.95  190 17 11.18
Wofford                          34  1.238  450 29 15.52  376 30 12.53
Wright State                    267  0.666  226 21 10.76  323 20 16.15
Xavier                          154  0.972  246 21 11.71  253 21 12.05
Yale                            222  0.844  211 20 10.55  250 20 12.50
Youngstown State                 69  1.129  257 20 12.85  330 29 11.38

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