Upload
bigdataeurope
View
86
Download
0
Tags:
Embed Size (px)
Citation preview
Statistics and social sciences
...that’s useful...that’s pretty… > ….that’s trustworthy
Current sources have strengths:
Authenticity, reliability, replicability, comparability over space and time, and
permanence in the public record.
Methodology, sources, definitions, thesaurus, question banks, sample sizes,
etc., specified in legislation, or established by international policy
coordination.
24-Feb-15www.big-data-europe.eu
Statistics and social sciences
...that’s useful...that’s pretty… > ….that’s trustworthy...
But can be weak in coverage, timliness, cost, relevance.
And vulnerable to Campbell’s law :
24-Feb-15www.big-data-europe.eu
Statistics and social sciences
Campbell’s law :
"The more any quantitative social indicator (or even some qualitative
indicator) is used for social decision-making, the more subject it will be to
corruption pressures and the more apt it will be to distort and corrupt the
social processes it is intended to monitor."
24-Feb-15www.big-data-europe.eu
Drivers for exploring new Big Data sources
Can Big Data tackle the weaknesses, yet maintain the strengths?
Deal with the cost of conventional data collection?
(€100 or more per household interview)
Give new insight into new concepts?
(eg. Wellbeing)
Improve timeliness?
(Google flu vs. doctors’ records vs death registrations)
24-Feb-15www.big-data-europe.eu
Awareness
UNECE High Level Group Project on Big Data.
http://www1.unece.org/stat/platform/display/bigdata/Big+Data+Inventory
ESS Big Data event, Rome, March 2014
Eurostat Task Force - Big Data. "Scheveningen Memorandum", 09/ 2013
OECD Technology Foresight - Big Data as a new source of growth
Administrative Data Research Network - UK http://www.adrn.ac.uk
24-Feb-15www.big-data-europe.eu
Awareness
International Statistics Institute satellite meeting at UN Statistics Commission
meeting, New York, 3 March 2015:
● a) How to ensure that use of non-traditional sources of data will not
compromise the professional standards in statistics and risk decreasing public
trust in statistical data and analyses either at the country, or international level?
● b) How to deal with privacy-efficiency trade-off in the context of greater access
to administrative and Big Data sources? How we should address them?
24-Feb-15www.big-data-europe.eu
Interdependencies
Linked to Open Data and Visualisation tools
- to public numeracy initiatives
- Public participation in democracy
- Trust agenda (ref. CRU at UEA climate data debacle)
24-Feb-15www.big-data-europe.eu
Sledgehammer to crack a nut?
Sometimes - but it may be the only way to open the nut…
ONS used 2 months of Twitter’s tweets to validate which
of the addresses in their database were residential.
http://www.ons.gov.uk/ons/about-ons/who-ons-are/programmes-and-
projects/the-ons-big-data-project/index.html
24-Feb-15www.big-data-europe.eu
What do we want?
As data archive services, we need new capacity and new
technology to provide our services to Big Data owners.
Today, we don’t know how to deliver our mandate with
respect to Big Data archiving and re-use.
24-Feb-15www.big-data-europe.eu
What do we want?
A place to import data, learn how to manage it, and help
researchers experiment with it
Help and support, to compare and contrast
Examples and inspiration
Some of our questions answered...
24-Feb-15www.big-data-europe.eu