what are health-y data and why are they tricky to publish?
TRANSCRIPT
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•Human data is data collected from or about individuals
•Health data includes information about their health (or others’)
•Today, we focus on health data that may also be sensitive –individual-level health data (i.e., not aggregated)
What makes health data sensitive?
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Personal (identifiable) information+ potential for harm or discrimination
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Privacy Act (1988, s6)
Personal information+ one or more of: health info, genetic, biometric, political opinion, certain group membership= Sensitive information
Legally: Privacy Law
What’s required?Cannot be used beyond original purpose of collection without consent (same for SA Info Priv Principles)
Ethically
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‘any data that contain information that can be used to identify an individual and introduce a risk of discrimination, harm, or unwanted attention.’
Ethically
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What’s required?
•Informed consent
•Avoid harm (= remove/minimise sensitivity)
‐ Where possible, modify data to protect privacy ‐ i.e. Confidentialising data ‐ Conditions around access to data
•Ethics Committee approval
Why? Sticky carrots!
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• International funders, e.g. National Institutes of Health
• Local funders, e.g. NHMRC and ARC
• Publishers, e.g. PLOS, BMJ
https://grants.nih.gov/grants/sharing.htmhttps://www.nhmrc.gov.au/grants-funding/policy/nhmrc-statement-data-sharinghttp://journals.plos.org/plosone/s/data-availability; ttp://www.bmj.com/content/350/bmj.h2373
..encourages data sharing and providing access to data and other research outputs … arising from NHMRC supported research
NHMRC Statement on Data Sharing (April 2015):
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‘…the findings of research funded with public funding should be made available to the wider community…’
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• Your institutional policies
• National Statement on Ethical Conduct in Human Research
Future use – s2 ‘Consent to future use of data and tissue in research’.
NHMRC/ARC Australian Code for the Responsible Conduct of Research - s2 guidelines retain data (not destroy!)
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•Depends on
• Sensitivity (identifiability)• Participant consent• Ethics approval
How do I share health data?
Putting it all together
ANDS Guide to Publishing and Sharing Sensitive Data
http://www.ands.org.au/datamanagement/sensitivedata.html
If you can’t share the data itself, publish metadata so its discoverable
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•How ‘open’ can I be (where/how I publish)?
• Who owns the data?• Licensing
Ownership, and thus data sharing, should be negotiated between all parties involved (as early as possible)
How do I share health data?
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Screenshot: http://hrsonline.isr.umich.edu/index.php?p=datahttp://www.alswh.org.au/
Yale University Open Data Access (YODA) Project
Screenshot: https://www.melbourneinstitute.com/hilda/data/