634 7 FEBRUARY 2020 • VOL 367 ISSUE 6478 sciencemag.org SCIENCE
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I
n his new book, The Uncounted, Alex
Cobham documents how shortcomings
of data in two key areas—population
and finances—work together to exclude
certain groups from exerting political
power while simultane-
ously conveying greater political
power to other groups. Cobham,
an economist and the chief exec-
utive at the Tax Justice Network
in the United Kingdom, focuses
on the extent to which many
marginalized populations are
often not counted in official sta-
tistics and the extent to which
wealthy individuals and fami-
lies are often able to hide their
financial resources, properties, and other
holdings from the government to avoid
paying taxes on these assets.
Cobham documents a range of situations
where people are missed or undercounted
in official statistics, from United Nations fig-
ures to country surveys. More often than not,
the most frequently missed groups are those
that are economically and socially marginal-
ized. When such groups are not accounted
for, it often leads to reduced political power
as well as reduced economic well-being.
Many marginalized groups have rela-
tively high net undercount rates in the U.S.
census ( 1 ), and areas with high concentra-
tions of these groups often do
not receive their fair share of
government aid. In addition to
those noted by Cobham, there
is another group that is regu-
larly undercounted in censuses:
young children ( 2 – 4 ).
These examples support Cob-
ham’s observation that “there
may be people and groups at the
bottom of distributions (e.g., in-
come) whose ‘uncounting’ adds
another level to their marginalization.” He
goes on: “Being uncounted is not gener-
ally a matter of coincidence, but reflects
power: the lack of it, or its excess.”
The political overtones of how power
can be used to deliberately undercount
marginalized groups was on full display in
the buildup to the 2020 U.S. census. The
Trump administration, acting through
the U.S. Department of Commerce, tried
to add a question to the 2020 U.S. census
regarding citizenship status, knowing that
it would depress participation of popula-
tions with large numbers of immigrants.
This attempt—which was eventually struck
down by the U.S. Supreme Court but was
then the subject of an executive order with
similar goals—was made despite the objec-
tions of the experts at the Census Bureau,
all living former Census Bureau directors,
and many other statistical experts.
Cobham next turns his attention to un-
counted money and the extent to which
people can hide their resources from the
authorities. Hidden resources not only de-
prive countries of their fair share of tax
revenue, they mask the real extent of eco-
nomic inequality.
Here, Cobham documents efforts cur-
rently under way to make the financial
world more transparent. While such ef-
forts are still young, they appear to be hav-
ing mixed success. He writes, for example,
about the shortcomings of the commonly
used Gini coefficient to measure income
inequality, which is insensitive at higher
levels of inequality, and the benefits of the
more transparent Palma method, which
can easily be translated into a meaningful
statement for nonexpert audiences.
Throughout the book, Cobham argues
that a lack of good data on population and
finances is a major hindrance to good gov-
ernance. Without good data, he maintains,
we have little idea if a policy or program is
having a positive or negative impact.
In his “Uncounted Manifesto” at the
end of the book, Cobham makes the case
for several changes in law and regulations
that could help us get a more accurate as-
sessment of populations and resources
that currently go uncounted. Here, he
highlights the promise of the international
standard known as the Extractive Indus-
tries Transparency Initiative, set up to
make sure multinational corporations are
paying their fair share of taxes. Initially
lacking in accountability, the initiative has
evolved into a metric with “powerful mo-
mentum to pursue real transparency.”
Ultimately, The Uncounted provides a
good summary and overview of the extent
to which official statistics are systemati-
cally biased because of uncounted popula-
tions and hidden financial resources. The
book will provide a good entry point for
people interested in the interplay between
data, demography, and public policy. j
REFERENCES AND NOTES
- W. P. O’Hare, Differential Undercounts in the U.S. Census:
Who Is Missed? (Springer, 2019). - W. P. O’Hare, The Undercount of Young Children in the
U.S. Decennial Census (Springer, 2015). - W. P. O’Hare, Stat. J. IAOS 33 , 289 (2017).
- D. Goodkind, Demography 48 , 291 (2011).
10.1126/science.aba0447
DEMOGRAPHY
ByWilliam P. O’Hare
Hidden figures
Missing population data hinder good accounting
and fair resource distribution
U.S. census workers set out to count individuals experiencing homelessness in Los Angeles, California.
INSIGHTS | BOOKS
The reviewer is president of O’Hare Data and
Demographic Services, LLC, Cape Charles, VA 23310, USA.
Email: [email protected]
The Uncounted
Alex Cobham
Polity, 2020. 240 pp.
Published by AAAS