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Microdata access in practice

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dominate microdata research. Accessed through. anonymised files with almost unrestricted release ... on-site labs and special licenses dominate ... – PowerPoint PPT presentation

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Title: Microdata access in practice


1
Microdata access in practice
  • Felix Ritchie

2
Overview
  • Concerns
  • Conceptual and practical concerns
  • International practice
  • UK experience
  • Key lessons

3
Conceptual concerns
  • Flexibility
  • Convenience
  • Confidentiality
  • Practicality
  • Scalability
  • Cost

4
Practical considerations
  • Location
  • on-site laboratories
  • distributed centres
  • local access
  • Data management
  • distributed vs centralised
  • Processing facility
  • fat vs thin clients
  • Remote job submission

5
International practice social data
  • Characteristics
  • easy to anonymise usefully
  • unlinkable
  • dominate microdata research
  • Accessed through
  • anonymised files with almost unrestricted release
  • scientific use, CURF, etc identifiable data
    with limited release (eg special license, on-site
    lab, remote access, remote job submission)
  • released with identifying variables for NSI-work
    only
  • easily identified observations typically not
    useful statistically

6
International practice business data
  • almost always restricted/zero access
  • identifying characteristics often useful ones
  • data typically identifiable, even in scientific
    use files
  • no access is the international norm
  • where access is provided
  • on-site labs and special licenses dominate
  • moves towards centralised thin-client systems
    (UK, Denmark, Sweden, Netherlands, Slovenia, US)
  • local access in Scandinavia
  • Four main areas of development
  • making useful anonymous files (Canada, Germany)
  • synthetic data (US)
  • remote job submission (Australia, NZ, US)
  • remote access (non-NSI sites) through thin client
    systems

7
International practice health and Census data
  • share characteristics with business and social
    data
  • identifying characteristics often useful ones
  • Census presents special problems because of
    inclusion probability
  • large variations on confidentiality within and
    across countries
  • often not collected by NSI
  • in general treated like business data

8
UK experience the strategy
More confidential, more secure
Special licence
No release
Virtual microdata laboratory
Web
UKDA
Remote job submission
Business data, Census data
Census, health data, OGD access to business data
Aggregate data
Not anonymised
GHS LFS
Less confidential, easier access
9
UK experience the VML
  • Limited lab experience
  • Thin clients used to simulate on-site laboratory
  • cost
  • security
  • flexibility
  • ease of management
  • Strict technical regime to ensure confidentiality
  • Practicality of servicing researchers through
  • training
  • shifting of responsibility
  • limited support

10
Lessons learned
  • Use the law intelligently
  • challenge unhelpful interpretations
  • use laws actively to support procedures
  • Demonstrate benefits soon, clearly, continuously
  • Running a lab
  • Practising researchers design and manage lab
  • Sort out rules in advance
  • especially confidentiality
  • actively involve users
  • Continual development in operations and principles

11
  • Felix Ritchie
  • felix.ritchie_at_ons.gov.uk
  • bdl_at_ons.gov.uk
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