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(page two)

                In Dissent 
              A response to the Florida election report.

         By Commissioners Abigail Thernstrom & Russell G. Redenbaugh
 

                 II. The Evidence Fails To Support
                 the Claim of Systematic Disfranchisement

                  Based on witnesses' limited (and often, uncorroborated)
                  accounts, the Commission insists that there were
                   "countless allegations" involving "countless
                  numbers" of Floridians who were denied the right to vote.
                  This anecdotal evidence is drawn from the testimony of 26
                  "fact witnesses," residing in only eight of the state's 67
                  counties. 

                  In fact, however, many of those who appeared before the
                  Commission testified to the absence of "systemic
                  disenfranchisement" in Florida. Thus, a representative of the
                  League of Women Voters testified that there had been many
                  administrative problems, but stated: "We don't have any
                  evidence of race-based problems…we actually I guess don't
                  have any evidence of partisan problems." And a witness from
                  Miami-Dade County, who said she attributed the problems
                  she encountered not to race but rather to inefficient poll
                  workers: "I think [there are] a lot of people that are on jobs
                  that really don't fit them or they are not fit to be in." 

                  Without question, some voters did encounter difficulties at the
                  polls, but the evidence fails to support the claim of systematic
                  disfranchisement. Most of the complaints the Commission
                  heard in direct testimony involved individuals who arrived at
                  the polls on election day only to find that their names were
                  not on the rolls of registered voters. The majority of these
                  cases many due to bureaucratic errors, inefficiencies within
                  the system, and/or error or confusion on the part of the voters
                  themselves. 

                  III The Commission Failed to Distinguish Between Bureaucratic
                  Problems and Actual Discrimination 
                  Other witnesses did offer testimony suggesting numerous
                  problems on election day. But the Commission, in discussing
                  these problems, failed to distinguish between mere
                  inconvenience, difficulties caused by bureaucratic
                  inefficiencies, and incidents of potential discrimination. In its
                  report, the complaint from the voter whose shoes were
                  muddied on the path to his polling place is accorded the same
                  degree of seriousness as the case of the seeing-impaired
                  voter who required help in reading the ballot, or the African
                  American voter who claimed she was turned away from the
                  polls at closing time while a white man was not. 

                  There were certainly jammed phone lines, confusion and
                  error, but none of it added up to widespread discrimination.
                  Many of the difficulties, like those associated with the
                  "butterfly ballot," were the product of good intentions gone
                  awry or the presence of many first-time voters. The most
                  compelling testimony came from disabled voters who faced a
                  range of problems, including insufficient parking and
                  inadequate provision for wheelchair access. This problem, of
                  course, had no racial dimension at all. 
 
 

IV. The Majority Report's Relies Upon a Warped  interpretation of the Voting Rights Act

                  The report essentially concludes that election procedures in
                  Florida were in violation of the Voting Rights Act, but the
                  Commission found no evidence to reach that conclusion —
                  only a court can — and has bent the 1965 statute totally out
                  of shape. 

                  The question of a Section 2 violation can only be settled in a
                  federal court. Plaintiffs who charge discrimination must prevail
                  in a trial in which the state has a full opportunity to challenge
                  the evidence. To prevail, plaintiffs must show that "racial
                  politics dominate the electoral process," as the 1982 Senate
                  Judiciary Committee Report stated in explaining the newly
                  amended Section 2. 

                  The majority's report implies that Section 2 aimed to correct
                  all possible inequalities in the electoral process. Had that been
                  the goal, racially disparate registration and turnout rates —
                  found nearly everywhere in the country — would constitute a
                  Voting Rights Act violation. Less affluent, less educated
                  citizens tend to register and vote at lower rates, and, for the
                  same reasons, are likely to make more errors in casting
                  ballots, especially if they are first time voters. Neither the
                  failure to register nor the failure to cast a ballot properly — as
                  regrettable as they are — are Section 2 violations. 

                  Thus, despite the thousands of voting rights cases on the
                  books, the majority report cannot cite any case law that
                  suggests punch card ballots, for instance, are potentially
                  discriminatory. Or that higher error rates among black voters
                  suggest disfranchisement. 

                  There is good reason why claims brought under Section 2
                  must be settled in a federal court. The provision requires the
                  adjudication of competing claims about equal electoral
                  opportunity — an inquiry into the complex issue of racial
                  fairness. The Commission is not a court and cannot arrive at
                  verdicts that belong exclusively to the judiciary. Yet, while the
                  majority report does admit that the Commission cannot
                  determine if violations of the Voting Rights Act have actually
                  occurred, in fact it unequivocally claims to have found
                  "disenfranchisement," under the terms of the statute. 
 
 

V. Misplaced Responsibility for Election Procedures

                  The report holds Florida's public officials, particularly the
                  governor and secretary of state responsible for the
                  discrimination that it alleges. "State officials failed to fulfill their
                  duties in a manner that would prevent this
                  disenfranchisement," it asserts. In fact, most of the authority
                  over elections in Florida resides with officials in the state's 67
                  counties, and all of those with the highest rates of voter error
                  were under Democratic control. 

                  The report charges that the governor, the secretary of state
                  and other state officials should have acted differently in
                  anticipation of the high turnout of voters. What the
                  Commission actually heard from "key officials" and experts
                  was that the increase in registration, on average, was no
                  different than in previous years; that since the development of
                  "motor voter" registration, voter registration is more of an
                  ongoing process and does not reach the intensity it used to
                  just prior to an election; and that, in any event, registration is
                  not always a reliable predictor for turnout. 

                  There was a 65 percent increase in African American voters,
                  40 percent of whom were coming to the polls for the first
                  time. But this was an unanticipated event. 

                  The majority report also faults Florida state officials with
                  having failed to provide the 67 supervisors of elections with
                  "adequate guidance or funding" for voter education and
                  training of election officials. What the report pointedly ignores
                  is that the county supervisors are independent, constitutional
                  officers who make their budget requests to the boards of
                  county commissioners, not to the state. 
 
 

VI. The Commission Provides Only A One-Sided Examination of the Felon List 

                  The report asserts that the use of a convicted felons list "has a
                  disparate impact on African Americans." "African Americans
                  in Florida were more likely to find their names on the list than
                  persons of other races." Of course, because a higher
                  proportion of blacks have been convicted of felonies in
                  Florida, as elsewhere in the nation. But there is no evidence
                  that the state targeted blacks in a discriminatory manner in
                  constructing a purge list, or that the state made less of an
                  effort to notify listed African Americans and to correct errors
                  than it did with whites. The Commission did not hear from a
                  single witness who was actually prevented from voting as a
                  result of being erroneously identified as a felon. Furthermore,
                  whites were twice as likely as blacks to be placed on the list
                  erroneously not the other way around. 

                  The compilation of the purge list was part of an anti-fraud
                  measure enacted by the Florida legislature in the wake of a
                  Miami mayoral election in which ineligible voters cast ballots.
                  The list for the 2000 election was overinclusive, and some
                  supervisors made no use of it. (The majority report did not
                  bother to ask how many counties relied upon it.) On the other
                  hand, according to the Palm Beach Post, more than 6,500
                  ineligible felons voted. 

                  Based on extensive research, the Miami Herald concluded
                  that the biggest problem with the felon list was not that it
                  wrongly prevented eligible voters from casting ballots, but
                  that it ended up allowing ineligible voters to cast a ballot. The
                  Commission should have looked into allegations of voter
                  fraud, not only with respect to ineligible felons, but allegations
                  involving fraudulent absentee ballots in nursing homes,
                  unregistered voters, and so forth. Across the country in a
                  variety of jurisdictions, serious questions about voter fraud
                  have been raised. 
 
 

VII. Unwarranted Criticism of Florida Law Enforcement 

                  Despite clear and direct testimony during the hearings, as well
                  as additional information submitted by Florida officials after
                  the hearings, the report continues to charge the Florida
                  Highway Patrol with behavior that was "perceived" by "a
                  number of voters" as "unusual" (and thus somehow
                  "intimidating") on election day. In fact, only two persons are
                  identified in the report as giving their reactions to activities of
                  the Florida Highway Patrol on election day. One testified
                  regarding a police checkpoint, and the other testified that he
                  found it "unusual" to see an empty police car parked outside
                  of a polling facility. Neither of these witnesses' testimony
                  indicates how their or others' ability to vote was impaired by
                  these events. 
 
 

VIII. Procedural Irregularities at the U.S. Commission on Civil Rights 

                  Procedural irregularities have seriously marred the majority
                  report. In writing the report, the Commission ignored not only
                  the rules of evidence, but the agency's own procedures for
                  gathering evidence. By arguing that "every voice must be
                  heard," while in fact stifling the voice of the political minority
                  on the Commission itself, it is guilty of gross hypocrisy. 

                  Among the procedural problems in the drafting of the report: 

                       Republican-appointed commissioners were never
                       asked for any input in the composition of the witness
                       list or in the drafting of the report itself. In fact, we
                       were denied access to the witness lists altogether. An
                       outside expert, with strong partisan affiliations, was
                       hired to do a statistical analysis without consultation
                       with commissioners.

                       At the hearings in Florida, the secretary of state and
                       other Republican witnesses were treated in a manner
                       that fell far short of the standard of fair, equal and
                       courteous. 

                       The majority reached and released its verdict, in the
                       form of a "preliminary assessment," long before the
                       report was ready for discussion. 

                       Florida authorities who might be defamed or degraded
                       by the report were not given the proper time to review
                       the parts of the report sent to them — to say nothing
                       of their right to review the report in its entirety. 
                       Affected agencies were not given adequate time to
                       review applicable provisions, and a draft final report
                       was made available to the press that included no
                       corrections or amendments on the basis of affected
                       agency comments. 

                       Commissioners were given only three days to read the
                       report — one less day than three major newspapers
                       had — before its approval by the Commission at the
                       June 8 meeting. This and other aspects of the process
                       were contrary to the schedule, and made careful,
                       detailed feedback at the time literally impossible. 

                  In its efforts to investigate procedural irregularities in Florida,
                  the Commission has clearly engaged in serious procedural
                  irregularities of its own. By consistently violating its own
                  procedures for fair and objective fact-finding, the
                  Commission, undermines its credibility and calls into question
                  the validity of its work. 
 
 

 Part I: The Commission's Statistical Analysis Fails to Prove Disfranchisement

                  The statistical analysis done for the Commission by Dr.
                  Allan Lichtman does not support the claim of
                  disfranchisement. The most sensational "finding" in the
                  majority report is the claim that black voters in Florida
                  were nine times as likely as other residents of the state to
                  have cast ballots that did not count in the presidential
                  contest, and that 52 percent of all disqualified ballots
                  were cast by black voters in a state whose population is
                  only 15 percent black. The charge is unsupported by the
                  evidence. 

                  The most sensational "finding" in the majority report, and the
                  one that received most attention in the press, is the claim that
                  black voters in the Florida election in 2000 were allegedly
                  nine times as likely as other residents of the state to have cast
                  ballots that did not count in the presidential contest, and that
                  52 percent of all disqualified ballots were cast by black
                  voters in a state whose population is only 15 percent black.
                  This charge was naturally newsworthy; however, it is
                  demonstrably false. 

                  Dr. Lichtman's statistical analysis is badly flawed, strongly
                  slanted to support preconceived conclusions that cannot
                  withstand careful scrutiny. The bold assertion that 52 percent
                  of disqualified ballots were cast by blacks, and that blacks
                  were nine times as likely to have their ballots rejected as
                  non-blacks, we will show in detail below, is best described as
                  nothing more than a wild guesstimate. Dr. Lichtman's other
                  estimates are not much more reliable, and he fails to examine
                  the impact of some variables that were of great importance in
                  determining the outcome. 

                  Below we provide a broader and more sophisticated
                  regression analysis prepared for us by an econometrician, an
                  analysis which clashes with that provided in the majority
                  report on virtually every important point. 

                  Playing Semantic Games: Disfranchisement, Voter Choice, or
                  Voter Error? 

                  To begin with, disfranchisement is conflated with voter
                  error. The report talks about voters likely to have their
                  ballots spoiled; in fact, the problem was undervotes and
                  overvotes, some of which (particularly undervotes) were
                  deliberate. But the rest are due to voter error. Or
                  machine error, which is random, and thus cannot
                  "disfranchise" any population group. It was certainly not
                  due to any conspiracy on the part of supervisors of
                  election; the vast majority of spoiled ballots cast in
                  counties where the supervisor was a Democrat — a point
                  to which we will return. 

                  The majority report argues that race was the dominant
                  factor explaining whose votes counted and whose were
                  rejected. But the method used rests on the assumption
                  that if the proportion of spoiled ballots in a county or
                  precinct goes up at the same time that the proportion of
                  black voters rises, it must be African American ballots
                  that were disqualified. That conclusion does not
                  necessarily follow, as statisticians have long understood. 

                  We have no data on the race of the individual voters.
                  And it is impossible to develop accurate estimates about
                  how groups of individuals vote (or misvote) on the basis
                  of county-level or precinct-level averages. 

                  It is important to note at the outset that the majority report's
                  account of Dr. Lichtman's findings employs language that
                  serves to obscure the true nature of the phenomenon under
                  investigation. These pages are filled with references to the
                  "disenfranchisement" of black voters, as if African Americans
                  in Florida last year were faced with obstacles comparable to
                  poll taxes, literacy tests, and other devices by which southern
                  whites in the years before the Voting Rights Act of 1965
                  managed to suppress the black vote and keep political office
                  safely in the hands of candidates committed to the
                  preservation of white supremacy. 

                  Black votes, we are told again and again, were "rejected" in
                  vastly disproportionate numbers. "Countless Floridians," the
                  report concludes, were "denied…their right to vote," and this
                  "disenfranchisement fell most harshly on the shoulders of
                  African Americans." In a particularly masterful bit of
                  obfuscation, the majority report declares that, "persons living
                  in a county with a substantial African American or people of
                  color population are more likely to have their ballots spoiled
                  or discounted than persons living in the rest of Florida." This
                  alleged fact, the reader is told, "starts to prove the Florida
                  election was not 'equally open to participation' by all." 

                  Let us be clear: According to Dr. Lichtman's data, some
                  180,000 Florida voters in the 2000 election, 2.9 percent of
                  the total, turned in ballots that did not indicate a valid choice
                  for a presidential candidate and thus could not be counted in
                  that race. Six out of ten of these rejected ballots (59 percent)
                  were "overvotes" — ballots that were disqualified because
                  they indicated more than one choice for president. Another
                  35 percent were "undervotes," ballots lacking any clear
                  indication of which presidential candidate the voter preferred.
                  (The other 6 percent were invalid for some other unspecified
                  reason. Since they are ignored in the majority report, they will
                  be here as well.) 

                  Hence the chief problem in Florida was voters who cast a
                  ballot for more than one candidate for the same office, and
                  the second most common problem was voters who registered
                  no choice at all. Ballots were "rejected," in short, because it
                  was impossible to determine which candidate — if any —
                  voters meant to choose for president. 

                  Some of these overvotes and undervotes, it should be noted,
                  may have been the result of deliberate choices on the part of
                  voters. In fact, Chair Mary Frances Berry remarked at the
                  hearing in Miami that she herself has sometimes "over-voted
                  deliberately." 

                  Chair Berry cannot be the only voter in the United States to
                  make such a choice. According to the exhaustive investigation
                  of the ballots conducted by the Miami Herald, 10 percent of
                  all the overvotes in the state showed votes for both Bush and
                  Gore. Presumably, these were voters attempting to convey
                  the message that either candidate would be equally
                  acceptable. Some voters in Citrus County put giants X's
                  through the names of all presidential candidates, perhaps to
                  indicate "none of the above." 

                  Similarly, some of the undervotes under discussion here must
                  been recorded by people who could not settle on a choice
                  for president but who turned up to register their preferences
                  in other contests. We know from the Miami Herald's
                  inspection of the 61,111 undervoted ballots in the state that
                  almost half — 46.2 percent — had no markings at all for
                  president. It seems reasonable to assume that most of them
                  did not intend to register a choice among the presidential
                  candidates, and had come to the polls to vote for other
                  offices. 

                  If these unmarked ballots were produced by voters who
                  really did not want to make a choice for president, that would
                  reduce the number of so-called "spoiled ballots" in the state
                  from 180,000 to 152,000. It would be interesting if we could
                  make a similar statistical estimate of the proportion of
                  overvoters who did it deliberately; unfortunately that is
                  impossible. 

                  What is clear is this: In these instances, overvoting and
                  undervoting are not "problems" that require "remedies." And
                  they certainly are not evidence that anyone is being
                  "disenfranchised." They represent the actual preferences of
                  the voters in question, and it is misleading to label them
                  "spoiled" ballots at all. 

                  The majority would have us believe that "countless" numbers
                  of Floridians who were legally entitled to vote had their
                  ballots "spoiled." In fact, we are not talking about "countless"
                  ballots. We are talking about 180,000 invalid ballots, minus
                  those that did not indicate a clear presidential choice because
                  the voter had not decided on a presidential preference. Thus
                  the 180,000 figure, 2.9 percent of the total, is an upper
                  bound estimate of the true figure, which is undoubtedly
                  smaller by an unknown amount. The county-by-county
                  figures on so-called spoiled ballots are likewise
                  exaggerations, biased upward to an unknown amount. 

                  Still, there are overvotes and undervotes that probably did
                  not reflect the will of the voters. What accounts for them?
                  The opening paragraph of the introduction to the majority
                  report suggests that the issue is whether "votes that were cast
                  were properly tabulated." What does this mean? Are we to
                  believe African Americans cast their ballots correctly on
                  election day, but that the ballots were incorrectly tabulated by
                  the machines, or the people who conducted manual recounts
                  in some counties? There is no evidence whatsoever to
                  support that implication. 

                  Some of the 180,000 rejected ballots may have the result of
                  machine error, of course — but very few. Machine error,
                  according to experts who have studied it, is rare, involving at
                  most 1 in 250,000 votes cast. And machine error is obviously
                  random, and thus cannot "disenfranchise" any population
                  group. No one has yet shown that a VotoMatic machine can
                  be programmed to distinguish black voters from others and to
                  record votes by African Americans in such a way as to
                  facilitate their rejection. 

                  There is only one other explanation of what the Commission
                  tendentiously describes as "disenfranchisement." The problem
                  is voter error, a term that astonishingly appears nowhere in
                  the majority report. This is the central fact the majority report
                  attempts to obscure. Some voters simply did not fill out their
                  ballots according to the instructions. They failed to abide by
                  the very elementary rule that you must vote for one and only
                  one candidate for the office of president of the United States,
                  and therefore their attempt to register their choice failed.
                  Their ballots were rejected, and their votes did not count. 

                  The majority report argues that race was the dominant
                  factor explaining whose votes counted and whose were
                  rejected. But the method used rests on the assumption
                  that if the proportion of spoiled ballots in a county or
                  precinct goes up at the same time that the proportion of
                  black voters rises, it must be African American ballots
                  that were disqualified. That conclusion does not
                  necessarily follow, as statisticians have long understood. 

                  We have no data on the race of the individual voters.
                  And it is impossible to develop accurate estimates about
                  how groups of individuals vote (or misvote) on the basis
                  of county-level or precinct-level averages. 

                  The Ecological Fallacy 

                  Did African American voters in the 2000 Florida election
                  have more difficulty completing their ballots correctly than did
                  other citizens of the state, and hence have a higher rate of
                  ballot rejection? Quite possibly so, but Dr. Lichtman's
                  estimates upon which the Commission relied are open to very
                  serious doubt. At best, they are highly exaggerated and,
                  strong evidence (Dr. Lott's research, discussed below)
                  suggests they are entirely wrong. 

                  How can we figure out whether there were major racial
                  differences in the rate of voter error or ballot spoilage in the
                  2000 election? We have no data whatever on the race of
                  those individuals who cast invalid ballots. We have secret
                  ballots in the United States, and accordingly cannot know
                  how any individuals actually voted. Thus we cannot know
                  with any precision how particular ethnic or racial groups
                  voted, or at what rate their ballots were actually counted.
                  Whatever conclusions we draw about the matter must be
                  based on estimates that will be susceptible to error. The
                  question is whether the analysis and interpretations offered in
                  the majority report are at least pretty good approximations of
                  reality. There are many reasons to doubt that they are. 

                  The majority report attempts to draw conclusions about this
                  important matter by examining county-level, and to a limited
                  extent, precinct-level data. It argues that race was the
                  dominant factor explaining whose votes counted and whose
                  votes were rejected. The method employed to reach that
                  conclusion rests on the assumption that if the proportion of
                  spoiled ballots tends to increase across counties or across
                  precincts as the proportion of blacks residents in those
                  counties increases, it must be African American voters whose
                  ballots were disqualified. This simple methodology may seem
                  intuitively appealing — but it is well established that it is often
                  wrong. 

                  Statisticians have long understood the difficulty of making
                  such inferences due to a phenomenon that is known in the
                  social science literature as the "ecological fallacy." The classic
                  discussion of this issue is in an article that was published half a
                  century ago in the American Sociological Review. In that
                  paper, W.G. Robinson reported that had examined the
                  correlation between the proportion of a state's population that
                  was foreign-born and the state's literacy rate. He found,
                  surprisingly, a positive correlation between the literacy rate
                  and the proportion of immigrants in the population. Contrary
                  to the conventional wisdom, the larger the foreign-born
                  population, the higher the overall literacy rate was in a state.
                  The correlation was .53, a bit higher than the one found by
                  Dr. Lichtman between race and ballot spoilage rates. 

                  Did that really prove that Americans born abroad were more
                  literate, on the average, than those born within the United
                  States? Robinson chose this case because he had reliable
                  data against which to check the ecological estimate; census
                  data were available for individuals. When Robinson
                  analyzed it, he found that country of birth was negatively
                  correlated with literacy; the actual figure was -.11.
                  Immigrants were actually significantly less likely than natives
                  to be literate, despite the strong state-level correlation
                  suggesting just the opposite. 

                  The state-by-state correlation gave a completely false picture,
                  because it happened that the states with highly literate
                  populations were also more developed economically and
                  attracted more immigrants because jobs were available there.
                  New York, for example, was more literate than Arkansas. It
                  also had a higher fraction of immigrants in its population, but
                  not enough to pull the state average down very far. 

                  A more recent example derives from the work of an eminent
                  mathematical statistician at the University of California at
                  Berkeley, David A. Freedman. 

                  Using data from the 1995 Current Population Survey,
                  Freedman found that the correlation between the proportion
                  of immigrants in the population of the 50 states and the
                  proportion of families with incomes over $50,000 in 1994
                  was .52. Foreign-born Americans, judging from this
                  ecological correlation, were considerably more affluent than
                  their native-born neighbors. But the evidence also allowed
                  Freedman to look at incomes on the individual level. When
                  you do that, it turns out that in the nation as a whole, 35
                  percent of native-born American families were in the $50,000
                  and over income bracket — but only 28 percent of immigrant
                  families were. The true correlation between being
                  foreign-born and having a high family income was not the .52
                  estimated from state-level data; it was instead a mildly
                  negative correlation of -0.05. 

                  In this instance, too, estimates based on ecological
                  correlations were not just a bit off, a little imprecise but still
                  close enough to the truth for most purposes. They were way
                  off the mark, and indeed had falsely transformed relationships
                  that were actually negative into positive ones. 

                  The problem of the ecological fallacy afflicts all of the
                  statistical analyses Dr. Lichtman did for the majority report.
                  We must remember that counties do not vote. Precincts do
                  not vote. Only individuals vote. It is impossible to develop
                  accurate estimates about how groups of individuals vote (or
                  misvote) on the basis of county-level or precinct-level
                  averages. 

                  In his appearance before the June 8, 2001 meeting of the
                  Commission on Civil Rights, Dr. Lichtman sounded a note of
                  caution about his findings. He declared that a correlation does
                  not "by itself prove" that there were "disparate rates" at which
                  ballots by African Americans and "non-African Americans"
                  were rejected. That is certainly true. But he went on to claim
                  that the "more advanced statistical procedures" he employed
                  could reliably do so. Unfortunately, that is not true. The use
                  of ecological regression techniques does not solve the
                  problem of the ecological fallacy, because it depends upon
                  exactly the same aggregated data as simple correlational
                  analysis, and makes the same, often incorrect, "constancy
                  assumption." It assumes that there is no relationship between
                  the composition of geographical areas and the relationship in
                  question, when in fact there often is. 

                  If the information utilized in an analysis is based on averages
                  for geographical units, whether they are counties or precincts,
                  the results will necessarily be imprecise and they may be just
                  plain wrong, as in the example of immigrant literacy levels
                  given above. When David Freedman did an ecological
                  regression of state-level data to assess the relationship
                  between immigration and family income, he found that it
                  estimated that fully 85 percent of foreign-born American
                  families had 1994 family incomes above $50,000. But the
                  true figure, from individual-level data, was really only 28
                  percent. Ecological regression, in this case, yielded results
                  that were wildly mistaken. In another paper, Freedman
                  provided a similar critique of ecological regression estimates
                  of political behavior specifically, in instances in which
                  individual-level data happened to be available, and he found
                  ecological regression estimates to have been highly unreliable.

                  In sum, inferences about individual behavior on the basis of
                  the average distribution of some characteristic across
                  geographical units are sometimes wildly inaccurate. They
                  must be examined with great caution and skepticism. The
                  majority report does not display the necessary caution about
                  what the facts reveal. A more searching analysis, summarized
                  below and spelled out in Appendix I, demonstrates how
                  misleading Dr. Lichtman's findings are. 

                  Factors Other Than Race May Have Explained the
                  Percentage of Spoiled Ballots The majority's report
                  assumes race had to be the decisive factor — determining
                  which voters spoiled their ballots. Indeed, its analysis
                  suggests that the electoral system somehow worked to
                  cancel the votes of even highly educated, politically
                  experienced African Americans. 

                  In fact, the size of the black population (by Dr.
                  Lichtman's own numbers) accounts for only one-quarter
                  of the difference between counties in the rate of spoiled
                  ballots (the correlation is .5). But Dr. Lichtman knows
                  that we cannot make meaningful statements about the
                  relationship between one social factor and another
                  without controlling for or holding constant other
                  variables that may affect the relationship we are
                  assessing. 

                  The more complex regression analysis that Dr. Lichtman
                  conducted does not, however, isolate the effect of race
                  per se from that of other variables that are correlated
                  with race: poverty, income, literacy, and the like. Or at
                  least, he fails to provide the details — the regression
                  models — essential to understanding his dismissal of
                  these other factors. And, most important, he never
                  reports how much of the variance between counties in
                  the proportion of ballots spoiled can be explained by a
                  more complex model, such as the one that our own
                  expert, Dr. John Lott, developed. Our model enables us
                  to explain 70 percent of the variance (three times as
                  much as Dr. Lichtman was able to account for) without
                  considering racial composition at all. 

                  In fact, using the variables provided in the report, Dr.
                  Lott was unable to find a consistent, statistically
                  significant relationship between the share of voters who
                  were African American and the ballot spoilage rate.
                  Further, removing race from the equation, but leaving in
                  all the other variables, only reduced the amount of ballot
                  spoilage rate explained by his regression by a trivial
                  amount. In other words, the best indicator of whether or
                  not a particular county had a high or low rate of ballot
                  spoilage is not its racial composition. Non-racial
                  information is much more useful. 

                  Was race itself a decisive factor in determining which voters
                  spoiled their ballots in the 2000 election in Florida, as the
                  majority report contends? Did the electoral system somehow
                  work in such a way that even highly educated, politically
                  experienced African Americans, for example, cast ballots that
                  were somehow spoiled in some unspecified and mysterious
                  way? The majority report claims that the answer was yes,
                  though it provides no indication of how the process worked
                  to produce that result. Dr. Lichtman's statistical analysis, the
                  report claims, demonstrates that such was the case. 

                  It does nothing of the sort, even if we set aside for the sake of
                  argument the serious doubts most statisticians have about the
                  accuracy of any estimate based on an ecological regression
                  or correlation. The report begins with the simple correlation
                  between the percentage of African American registered
                  voters in Florida's counties and the percentage of spoiled
                  ballots. That correlation is .50. Speaking in statistical
                  shorthand, that "explains" 25 percent of the total variance
                  across the counties. (It doesn't necessarily "explain" anything
                  in ordinary language, we shall see later). In other words, if
                  you want to know why some Florida counties have a high
                  and some a low rate of spoiled ballots, knowing their racial
                  composition only accounts for one quarter of the difference. 

                  Social scientists know that a simple correlation of about .5
                  between two variables has very little meaning. We cannot
                  make meaningful statements about the relationship between
                  one social factor and another without controlling for or
                  holding constant other variables that may affect the
                  relationship we are assessing. 

                  Dr. Lichtman did perform a more complex regression
                  analysis, so as to isolate the effect of race per se from that of
                  other variables that happen to be correlated with race, such
                  as poverty, median income levels, literacy rates and the like.
                  But neither the account of his work provided in the majority
                  report nor the more detailed discussion in June 4 technical
                  report to the commission conform to normal social science
                  practice. The only regression estimates offered are for the
                  same two variables used in his simple correlation — that
                  between race and ballot rejection rates — with the only
                  refinement being that he separates undervotes from overvotes
                  and takes into account the voting system used in each county.

                  Dr. Lichtman raises the key question: "Is there some other
                  factor which better explains this disparity in ballot rejection
                  rates?" But he simply asserts that the answer is no and moves
                  on, without providing the detail necessary for anyone to know
                  the statistical basis for his opinion. He offers only two
                  sentences claiming that applying controls for education do not
                  weaken the association between race and ballot rejection.
                  But he never discusses the possible influence of any other
                  variables, and he never provides the actual regression
                  models, as is common in reports of quantitative social science
                  research. 

                  Most striking, and most damaging to the Commission's case,
                  Dr. Lichtman never reports how much more of the variance
                  can be explained by using a more complex model that
                  incorporates other variables. 

                  As we will show below, it is possible to develop a regression
                  model that explains approximately 70 percent of the variance
                  in ballot spoilage rates, nearly three times as much as Dr.
                  Lichtman has been able to account for, without taking the
                  racial composition of the counties into account at all. 

                  This conclusion derives from an analysis performed at our
                  request by a first-rate economist, Dr. John R. Lott, Jr. of the
                  Yale Law School, who was willing to take the time to
                  evaluate the work of the commission and of Dr. Lichtman,
                  and even to gather additional data of his own to further
                  extend the analysis. Lott's report, with accompanying figures
                  and tables, appears as an appendix to this statement. 

                  Dr. Lott ran a series of regressions, varying the specifications
                  in an effort to replicate Dr. Lichtman's results. Using all the
                  variables reported in Appendix I in the majority report, he
                  was unable to find a consistent, statistically significant
                  relationship between the share of voters who were African
                  American and the ballot spoilage rate. The coefficient on the
                  percent of voters who were black was indeed positive, but it
                  was statistically insignificant. The chance that the relationship
                  was real was only 50.3 percent, just about the chance of
                  getting tails to come up on any one coin toss and far below
                  the significance level commonly demanded in social science. 

                  Furthermore, when Dr. Lott analyzed the data using a
                  specification that implied that the share of African American
                  voters in a county was significantly related to the level of
                  ballot spoilage, he found that it explained hardly any of the
                  overall variance. Removing race from the equation but leaving
                  in all the other explanatory variables only reduced the amount
                  of ballot spoilage explained by his regression from 73.4
                  percent to 69.1 percent, only a mere 4.3 percentage point
                  reduction (see Lott's Table 2 in the attachment). 

                  Indeed, in none of the other specifications provided in his
                  Table 2 did taking racial information out of the analysis but
                  leaving in other variables reduce by more than 3 percent the
                  amount of variance in the spoiled ballot rate that is explained.
                  Consequently, it simply is not true that the best indicator
                  of whether or not a particular county had a high or low
                  rate of ballot spoilage is its racial composition. One can
                  predict that with a much higher degree of confidence by
                  looking at other, non-racial information. 

                  Was Education the Problem?

                  The obvious explanation for a high number of spoiled
                  ballots among black voters is their lower literacy rate.
                  Dr. Lichtman has a cavalier discussion of the question,
                  and his conclusion that literacy rates were irrelevant
                  makes no sense. (In fact, the report itself recommends
                  "effective programs of education for voters…")
                  Moreover, the data upon which he relies are too crude to
                  allow meaningful conclusions — they are not even
                  broken out by race. 

                  Although it does not take a high level of literacy to follow the
                  instruction, "Vote for ONE of the following," or "Fill in the
                  box next to the name of the candidate you wish to vote for," it
                  does take some reading ability. We know that some
                  Americans today, regrettably, find it extremely difficult to
                  understand even the simplest written instructions. And,
                  unfortunately, this group is disproportionately black. The U.S.
                  Department of Education's 1992 Adult Literacy Study found
                  that 38 percent of African Americans — but only 14 percent
                  of whites — ranked in the lowest category of "prose literacy,"
                  which was defined as being unable to "make low-level
                  inferences based on what they read and to compare or
                  contrast information that can easily be found in [a] text." 

                  Black Americans, the study found, were 2.7 times as likely as
                  whites to have the lowest level of literacy skills. Likewise, the
                  1998 National Assessment of Educational Progress found
                  that 43 percent of African American 12th-graders had
                  reading skills that were "Below Basic," as compared to just
                  17 percent of whites. Black students were 2.5 times as likely
                  as whites to lack elementary reading skills. Among adults
                  employed full-time, blacks are 4.1 times more likely than
                  whites to be in the lowest prose literacy category. 

                  National studies provide no data on Florida specifically.
                  However, we know from the National Assessment of
                  Educational Progress that black 4th- and 8th-graders in
                  Florida (no state-level data is available for 12th-graders) are
                  no better readers than their counterparts elsewhere. Indeed,
                  their scores are below the national average for African
                  Americans. No fewer than 57 percent of Florida's black
                  8th-graders in 1998 were Below Basic in reading, 10 points
                  above the national average for African Americans, and 2.7
                  times as high as the white figure. 

                  The majority report, though, denies that racial differences in
                  literacy levels could be the source of the problem. It devotes
                  only a brief paragraph to the matter, claiming that "a multiple
                  regression analysis that controlled for the percentage of high
                  school graduates and the percentage of adults in the lowest
                  literacy category failed to diminish the relationship between
                  race and ballot rejection." 

                  But the regression results themselves are not provided for the
                  critical reader to assess. When one turns to Dr. Lichtman's
                  actual report for greater illumination, one finds nothing more
                  than the exact language used in the commission report. This is
                  a cavalier way to treat an issue as serious as this one. 

                  The claim that the incidence of ballot spoilage or voter error
                  is unrelated to education is counter-intuitive. It is also
                  extremely puzzling, because just a few pages later in the same
                  chapter the report addresses possible solutions to the
                  problem. It urges the adoption of optical scanning systems
                  with immediate feedback to voters throughout Florida, but
                  then goes on to say that this would not "eliminate the disparity
                  between the rates at which ballots cast by African Americans
                  and whites are rejected." It estimates that it would only cut
                  the disparity by about half. What else could be done? The
                  Commission's answer is "effective programs of education for
                  voters, for election officials, and for poll workers." 

                  The commission majority seems to be declaring both that: 

                    1.The lower average level of literacy among Florida's
                       blacks has nothing to do with the allegedly higher rate
                       of voter error by blacks; and 
                    2.The solution to this problem is for the state of Florida
                       to launch a huge new program designed to educate
                       black voters on how to vote successfully. 

                  The logic eludes us. 

                  Dr. Lichtman's attempt to assess the role of education is
                  cursory, and the data upon which he relies is too crude to
                  allow meaningful conclusions. The "synthetic estimates of
                  adult literacy proficiency" he uses have wide confidence
                  intervals — an average of 6 percent. More important, the
                  literacy data Dr. Lichtman used in his analysis are not broken
                  down by race. So they cannot tell us anything about whether
                  the small fraction of a county's voters who failed to cast a
                  ballot successfully were people who had difficulty reading and
                  what the racial composition of that group might be.
                  Remember that the highest rate of ballot spoilage in any
                  county was 12.4 percent, and that it was below 5 percent in
                  nearly two-thirds of the counties. So we are talking about a
                  very small group, and one whose presence is not likely to
                  show in county-wide averages. 

                  Palm Beach County, for example, led the state in the number
                  of spoiled ballots — nearly 30,0000. Some 6.4 percent of all
                  the ballots cast there were invalid. The proportion of Palm
                  Beach residents who ranked in the bottom literacy category
                  was 22 percent, a little below the state average of 25
                  percent. And the proportion who had attended college was
                  48 percent, again above the state average. But this does not
                  allow us to conclude that the 6.4 percent of Palm Beach
                  voters who failed to complete their ballots successfully were
                  not primarily people who had difficulty in reading,
                  comprehending and following ballot instructions. 
 
 

How Many of the Spoiled Ballots Were Cast by First-time Voters?

                  An important source of the high rate of ballot spoilage in