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Measuring the Unmeasurable
UNSC Seminar - 27 February 2012
Walter Radermacher, Chief Statistician of the EU
Measuring the unmeasurable: stretching the
methodological borderlines, changing paradigms
or simply lowering quality thresholds?
Measuring:
– Traditional: Process or result of
determining the ratio of a physical
quantity (such as length, time,
temperature etc.) to a unit of
measurement (such as the meter,
second or degree Celsius)
– Post normal science
Walter Radermacher
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Everything can be measured ..
Est modus in rebus, sunt certi denique
fines (Horace)
Is this really true?
Or does it depend on the
criteria and technology
used?
We apply seasonal
adjustment to measure
growth rate. Is this an
observation, a model or a
composite of both?
http://en.wikipedia.org/wiki/Horace
Walter Radermacher
http://www.mathacadem
y.com/pr/minitext/escher
/big.asp?IMAGE=fish_a
nd_scales
3
The History of the Vasa
http://ulkotours.com/blog/the-vasa-museum-stockholm/
Walter Radermacher
http://claesjohnson.blogspot.com/2009/11/vasa-ship.html
4
From theoretical concept to measurable variable
Axioms and
validity,
paradigms
Creative operationalisation;
thinking the unthinkable
Breaking the
rules?
Walter Radermacher
Constraints: costs, time,
confidentiality
The limits of our
mind
Relevance
Quality in statistics: fundamental aspects
Consistency with theory
Which theory???
Quality =
Fitness for
Purpose
Political relevance
Who decides???
Walter Radermacher
Measurability
Reliability, timeliness, …???
6
Recent developments / change in paradigm
New methods and techniques
– Access to protected microdata
– Remote sensing, GIS
– ICT
Modelling (Intra- vs. Extrapolation)
Facts vs. Feelings
Specific
New theories ??
purpose
Indicators
Multi-
coherent meso data
purpose
Primary data
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Opinion
Clandestine
Price without
market
Fiction
Measurable
No ‘meter’
Future
Too costly
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Re-defining what is measurable
Where theory fails: natural stocks, prices without a
market…
Where paradigms might change: quality of life,
happiness, wellbeing….
Where methods might improve: illegal activities (human
trafficking, black market, money laundering)…
Walter Radermacher
9
Society is asking for more!
Where do we draw the line between facts and feelings?
Where do we draw the line between official / non-official
statistics?
What defines the credibility of statistics?
How far do we want to go?
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