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MANAGERIAL AND DECISION ECONOMICS, VOL. 18, 343-344 (1997)
Pythagoras’s Petulant Persecutors
Horowitz|
ira
University of Florida, FL. USA
Ruggiero et al. (1997) argue that the ‘Pythagorean Theorem’ is an inappropriate basis for
evaluating baseball managers and has an illogical arithmetic property that can result in a
manager's evaluation being dependent upon the strength of his team. Their argument in
the former regard is based on their failure to recognize that the existence of an ex post
identity does not preclude the development of a related ex ante hypothesis; their argument
in the latter regard is based on their conviction that their criterion for evaluating
DHOROW.ITZ,
managers is correct and any other criterion is incorrect. The present remarks clarify these
issues. © 1997 by John Wiley & Sons, Ltd.
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Manage. Decis. Econ. 18: 343-344 (1997)
No. of Figures: 0
No. of Tables: 0
No. of References: 3
Over the course of a 37-year academic career, | have
given by ß,(TR/OR)
+ B2(TR/OR)*. Continuing the
published approximately 125 papers and have written
analogy, this is comparable to stating the ex ante
several others that never made it into print. Based on
hypothesis that c, = 4% +22¥,+4,, calling this a
this total, I estimate that I have received close to 300
consumption
outright rejection letters from journal editors. Thus,
estimate its parameters, and then asserting that the
on the average of once very six weeks for the past 37
estimate of «> is the marginal propensity to consume.
years I have been told that my work does not pass
Most economists would judge the latter specification
function,
using the ex post data to
muster. That’s a humbling experience. The defense
for a consumption function to be simple-minded and
that I have developed in the face of such an onslaught
erroneous. Ruggiero et al.
is a very thick skin. This reply is not being written
judgement about the former specification for a team’s
because Ruggiero et al. (1997) hit a tender nerve;
success, and particularly about the use to which the
they would have a hard time finding one. Indeed,
estimates of $, and f2, bz and b2, have been put:
would make the same
after reading each of two earlier drafts of their
namely,
Comment I
recommended publication, subject to
They are entitled to their beliefs. There is, however,
revision. I very much like what they have done and
nothing inappropriate about the statistical procedure.
to
evaluate
managers
by PH = bi +b.
their extension of my work. In each revision, how-
Ruggiero er al. also state that the theorem ‘should
ever, they chose to ignore several issues that 1 raised.
not be used to model a production process...” Now,
I still believe some of those issues to be of sufficient
to the best of my knowledge I have never claimed
import and general interest as to warrant my taking
that the theorem models a production process. They
advantage of the opportunity to raise them anew.
have raised a strawman. I have never presented the
Ruggiero et al. develop their Eqn (5) as an ex post
theorem as anything other than an empirical fact of
identity that links a team’s wins (1) and losses (L) to
baseball life. If one knows nothing about a team
the number of runs that it scores (7R) and allows
except for its run ratio, then (TR/OR)” usually pro-
(OR). By an analogy that is so familiar I need not
vides a decent estimate of its W/L ratio. I would
even bother defining the terms, C; = Y, — 1, — G; is
nevertheless suggest that the approximation works for
also an ex post identity. Based on the Pythagorean
two reasons.
Theorem, however, their Eqn (7), from which my PH
argument. Second, and perhaps more to the point
First,
there
is
the authors’ identity
measure of managerial performance is estimated,
here, the numerator in the runs ratio does reflect
states an ex ante hypothesis: notably, when a partioffensive productivity
cular manager’s team has a 7R/OR ratio, the team’s
reflect
expected ratio of wins to losses, E[W/L], will be
want to suggest that whether the theorem works or
CCC 0143-6570/97/040343-02 $17.50
© 1997 by John Wiley & Sons, Ltd.
and
the
defensive productivity.
denominator
does
If Ruggiero et al.
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not is beside the point, and that any self-respecting
‘illogical.’ Fine. I have clearly and forthrightly stated
economist should understand that the only appropriin print (Horowitz, 1994, p. 190) my belief that the
ate way to evaluate managerial productivity is to
seemingly greater ability to win the close games is
employ a production-function approach (see e.g.
precisely what distinguishes the better managers from
Porter and Scully, 1982), I can understand and live
the rest and that this should be the basis for ranking
with their professional biases. Having a PhD in
managers, which is why I like the PH approach.
economics is a weighty cross that many of us have
Others might argue that a criterion such as longevity,
had to bear.! in point of fact, I would be delighted to
which may reflect some combination of a person’s
have the world debate and compare the differences
ability to get along with the General Manager and the
between the evaluations and rankings yielded by a
players, the ability to win pennants, and the ability to
classical
develop talent, is the appropriate ranking statistic.
and
sophisticated
production-function
approach and my own modest Pythagorean-based
Still others might want to focus solely on the number
efforts. For reasons that elude me, Ruggiero ef al.
of pennants won in the years when the manager’s
have steadfastly dismissed my suggestion that they
team was the consensus favorite to win the pennant.
make the comparison themselves.
This is not a matter of one view being ‘correct’ and
They assert that ‘Apparently, the belief is that an
the other views being ‘incorrect’. Rather, there is an
effective manager will forego runs in a ballgame once
honest and defendable difference in how we look at
a lead is obtained, and then use these forgone runs
things. Neither ‘logic’ nor ‘illogic’ has anything to do
during future games in which his team is behind.’
with it. I will take Earl Weaver over Al Lopez any
Although they are not entirely off-base here, the same
day of the week
cannot be said of their following statement to the
Sunday. So would Porter and Scully (1982, p. 646).
and twice on
effect that managers try to win each game by as large
The production-function
a margin as possible. Over half a century of watching
things right after all.
a double-header
approach does get some
baseball games leaves me with the impression that
when teams get ‘safely’ ahead, managers start replaAcknowledgement
cing their regulars, they stop stealing bases and
invoking the hit and run, and they replace their
starting pitchers with lesser-quality hurlers, saving
their stoppers for another day. Moreover, they do the
I gratefully acknowledge Professor Ann R. Horowitz's allowing me
to pick her brain over a Saturday-night dinner during which she
clarified my thinking on the ex post-ex ante issue.
same thing when they are far behind. A manager’s
choice of a pitching rotation and who to match up
NOTE
against whom, when to rest players, and the like, is
also critical. 1 had supposed that major-league managers were hired to win as many games as possible,
1, During my second year as a doctoral student at MIT, I
interviewed for summer jobs. One interviewer kindly
explained that his company was not interested in hiring
given the existing talent and expectations for the
PhD economists and that ‘We wouldn't hire you if you
team, and taking into consideration the standings,
were Paul Samuelson’.
the need to develop and/or showcase players, the
Professor Robert Solow to show up for his seminar, I
point
was regaling my classmates with this story. The punch
in the season, and so
forth. Until reading
While we were waiting for
Ruggiero et al., | was unaware of any knowledgeable
line and the laughs came at the exact moment that Solow
entered the room. He asked what was so funny, so I
baseball figure suggesting that managers were hired
repeated the story. Without batting an cye Solow asked:
to win each game by as many runs as possible.
“Did you tell him that you werent Paul Samuelson?”
Ignorance is bliss.
REFERENCES
What, then, led me to encourage publication of
their Comment? It is their very clever analysis that is
captured in their Eqn (10) and summarized in their
Table 2. I will meet my maker regretting that I had
1. Horowitz (1994). Pythagoras, Tommy Lasorda, and me:
On evaluating baseball managers. Social Science Quarterly, 75, 187-94,
not thought of this myself. Their analysis reveals that
P. K. Porter and G. Scully (1982). Measuring managerial
my approach only ranks Weaver as the best manager
efficiency: the case of baseball. Southern Economic
Journal, 48, 642-50.
J. Ruggiero, L. Hadley, G. Ruggiero and S. Knowles
(1997). A note on the Pythagorean theorem of baseball
of the particular set considered, because he is the
better manager when the games are close: that is, ‘as
long as a team is expected to outscore their opponents
production. Managerial and Decision Economics, 18,
by 20%. Ruggiero er al. believe this result to be
Managerial and Decision Economics, 18: 343-344
© 1997 by John Wiley & Sons, Ltd.