How good are administrative register data and what can we do about it?
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Transcript of How good are administrative register data and what can we do about it?
How good are administrative register data andwhat can we do about it?
Daniel Oberski / [email protected]
Department of methodology & statisticsData science pitch - 2015-04-10
Administrative register data Daniel Oberski / [email protected]
Participation in survey researchfor social-scientific purposes
35%
(Bethlehem & Schouten 2004);
Administrative register data Daniel Oberski / [email protected]
Administrative register data Daniel Oberski / [email protected]
"Donnéestrouvées":+ Useful for science;- Not meant for science.
Administrative register data Daniel Oberski / [email protected]
Currentproblem:
Register data havemeasurementerrors.
These lead toseriousbiases.
Currentoptions:
Ignore registerdata,
or
Ignore errors.
Ourprojects:..1 Develop statistical
methods to estimateextent of errors;
..2 Correct analyses forbias.
Administrative register data Daniel Oberski / [email protected]
PhD projects
Laura BoeschotenRoline Kamphuis
Veni(2014)
Developing novel latentvariable techniques thatopen up a treasure troveof register data for socialscience
Organizationsingrants/research
CBSFederal Employment
AgencyGem. AmsterdamADRCGermanRLCTCRN
Maincollaborators
Frauke Kreuter(Maryland/Mannheim)
Ton de Waal(CBS / TiU)
Jeroen Vermunt(TiU)
Bart Bakker(CBS / VU)
Administrative register data Daniel Oberski / [email protected]
Thanks.
Bicycle wheel (1913)Marcel Duchamp
Administrative register data Daniel Oberski / [email protected]