Posted by Eric Posner:
Judge Sonia Sotomayor: What the Data Show
http://volokh.com/archives/archive_2009_05_10-2009_05_16.shtml#1242229209


   Much has been written about Jeff Rosen�s New Republic [1]piece, which
   cited anonymous sources who disparaged Judge Sotomayor�s judicial
   ability. It is never easy to evaluate judges, or to evaluate their
   evaluators, especially when those evaluators insist on anonymity.
   Fortunately, data on judicial performance exist, and although the data
   have problems as well, they provide a firmer basis for evaluation.

   The most complete effort so far to evaluate federal appellate judges
   is this [2]paper by Stephen Choi and Mitu Gulati. Choi and Gulati use
   data from Lexis to measure three aspects of the judge�s
   performance�productivity, opinion quality, and independence. They then
   rank judges according to how they do along these three dimensions. The
   data set comes from the years 1998-2000 and includes 98 judges.
   Unfortunately, Choi and Gulati excluded Judge Sotomayor from the data
   set because she was appointed in 1998 and thus does not have complete
   data for that year. Judge Wood is in their data set and ranks eighth
   in the composite ranking. (Disclosure: Judge Wood teaches at my law
   school.)

   To determine how Sotomayor would do in the ranking, I had some
   research assistants collect her data for the years 1999-2001. To
   address the �freshman effect� (the possibility that her statistics are
   worse for her earliest years because of inexperience), we also looked
   at her data from 2006. I provide a brief summary below. If you want
   more detail about the methods, you will need to read the variable
   definitions in the paper. And if you want a defense of these measures,
   you will need to read the paper, but in any event should know that
   they are controversial.

   Productivity. Judges write opinions, which provide guidance to lawyers
   and the public. All else equal, a judge who writes more opinions is
   more productive, and provides a greater social benefit. Over the three
   year period from 1998 to 2000, the most productive judge published 269
   opinions, the least productive judge published 38 opinions, and the
   mean was 98.1. For the comparable period from 1999-2001, Judge
   Sotomayor published 73 opinions. She would have ranked 68th out of 98.
   However, she was substantially more productive in 2006, publishing 36
   opinions in one year (though that also is higher than in other recent
   years). (Judge Wood is fourth; then-Judge Alito was 72nd.)

   Quality (1). Choi and Gulati measure quality by counting citations to
   a judge�s top twenty opinions. This approach avoids penalizing
   productive judges whose marginal opinion addresses narrower issues (as
   a citation-per-opinion measure would), while also avoiding excessive
   credit to productive judges who garner high citations by writing a
   lot. Judge Wood�s top twenty cases over three years received 327
   outside-circuit citations, putting her 26th. The range is 96 to 734,
   with a mean of 277.9. Judge Sotomayor�s statistic is 231, which would
   place her 59th. (Alito was 70th.)

   Quality (2). Judge Sotomayor�s opinions from 1999-2001 were cited 289
   times in law reviews and other legal periodicals through May 31, 2004.
   Judge Wood�s opinions from 1998-2000 were cited 513 times through May
   31, 2003 (16th). (Alito�s were cited 240 times (73rd).) Sotomayor
   would have ranked 65th.

   Quality (3). Choi and Gulati also check what they call
   �invocations��the frequency with which opinions written by other
   judges refer to the judge in question by name. They argue that
   invocations are most likely when the judge in question either has a
   good reputation or has written a particularly helpful opinion.
   Invocations range from 0 to 175 (excluding two outliers, the highest
   is 23), with a mean of 32. Judge Sotomayor was invoked 0 times (tied
   for last). Judge Wood was invoked 10 times (9th), and Judge Alito was
   invoked 5 times (28th).

   Independence. Judges should decide cases in a non-partisan way;
   �independence� refers to the probability that a judge will dissent
   from a majority opinion written by a co-partisan or will write a
   majority opinion from which a co-partisan dissents. Choi and Gulati
   use a complicated variable that attempts to measure this tendency, and
   I simplify here. A score of 0 means that a judge is just as likely to
   disagree as agree with a co-partisan (or opposite-partisan). Negative
   scores mean that a judge is more likely to agree with co-partisans.
   Judge Sotomayor�s score is -0.153 (read the paper if you want to know
   how this score is calculated), which would have placed her 55th. Judge
   Wood has a score of -0.018, placing her eighth in terms of
   independence. (Alito was 10th.)

   Choi and Gulati report a composite ranking�but for technical reasons
   (they controlled for various factors, for example, variation between
   circuits) it is difficult to put Judge Sotomayor into such a ranking.
   In addition, Choi and Gulati�s basic approach, which is to give equal
   weight to productivity, quality, and independence, is contestable, as
   is their decision to base quality on invocations and citations to
   top-twenty opinions. They check for robustness by reporting how
   rankings change as the weightings are adjusted, but their robustness
   checks are too elaborate to repeat here. Wood ranked eighth; Alito
   sixteenth. Sotomayor would be in the bottom half. However, I would not
   put too much weight on this conclusion. Choi and Gulati intended their
   composite ranking as an experiment to provoke discussion on how best
   to evaluate and rank judges.

   One can, however, make some rough judgments based on the disaggregated
   rankings. The bottom line is that Judge Sotomayor is about average, or
   maybe a bit below average, for a federal appellate judge. These
   results are far from conclusive, but one might think that put the
   burden on Judge Sotomayor�s defenders to come forward with stronger
   reasons for her nomination than they have so far. Judge Wood is
   stronger�I would say that she is impressive, but others might weight
   the factors differently.

   Judicial ability is not the only thing that matters for supreme court
   nominations, of course. People also care about the nominee�s politics
   (euphemistically called �judicial philosophy�), meaning how she will
   vote on abortion rights and related issues. For those poring over
   Judge Sotomayor�s and Judge Wood�s opinions for clues about their
   political leanings, a word of advice. Research shows that appellate
   judges don�t like to dissent, and they don�t like responding to
   dissents, and so authors shade their opinions to the political center
   of gravity of the panel. At the time when the data were collected, the
   seventh circuit consisted mostly of Republicans, while the second
   circuit consisted mostly of Democrats. That means that Judge Wood�s
   actual views are probably somewhat to the left of her majority
   opinions, while Judge Sotomayor�s views are to the right of her
   majority opinions�in the case of panels with mixed partisan
   membership. Focus on dissents and concurrences, which better reflect
   the judges� actual views, or unanimous opinions when all members of
   the panel belong to the same party.

   A final note. I have done my best to put these statistics together but
   it is possible that I have made errors. I am reasonably confident
   about my overall conclusions but not the exact rankings. The data are
   in any event too crude to allow for precise discrimination. Feel free
   to take a look at the data yourself and draw your own conclusions. If
   someone wants to gather data on the reversal rates of the judges, that
   would also be useful.

References

   1. 
http://www.tnr.com/politics/story.html?id=45d56e6f-f497-4b19-9c63-04e10199a085
   2. http://eprints.law.duke.edu/1298/1/78SCalLRev23.pdf

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