what are health-y data and why are they tricky to publish?

24
Sarah Olesen, ANDS Sept 17, 2015 1 Health-y sharing of human data

Upload: australiannationaldataservice

Post on 13-Jan-2017

147 views

Category:

Data & Analytics


0 download

TRANSCRIPT

Sarah Olesen, ANDS Sept 17, 2015

1

Health-y sharing of human data

2

Plan aheadShare responsibly(& you can)

3

Lets talk about data

4

•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)

5

Key questions about publishing and sharing health data

6

What do we want to know about health and sensitive data?

7

What makes health data sensitive?

8

Personal (identifiable) information+ potential for harm or discrimination

9

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

10

‘any data that contain information that can be used to identify an individual and introduce a risk of discrimination, harm, or unwanted attention.’

Ethically

11

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!

12

• 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):

13

‘government data will be open by default’

14

‘…the findings of research funded with public funding should be made available to the wider community…’

15

• 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!)

16

Sharing and re-using human data is ethical?

??

17link

18

•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

20

•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?

21

What does this look like in the real world?

22

23

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/

Take away

24

• It can be done!

• Be a scout: plan ahead

• Before publishing, ask about: participant consent? ethics approval (from all parties)? modify data first?

• (For later) Conditional access? Or a public and restricted version of data?