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Big  Data  and  Individual  Autonomy  in  a  
Crowd  
Barbara  J.  Evans,  Ph.D.,  J.D.,  LL.M.
Director,  Center  for  Biotechnology  &  Law
University  of  Houston  Law  Center
713-­743-­2993  •  bjevans@central.uh.edu
Big  Data,  Health  Law,  and  Bioethics
May  6,  2016
Source:	
  
http://www.earthmagazine.org/sites/earthmagazine.org/
files/1324689388/i-­‐269-­‐7d9-­‐9-­‐2.jpg	
  
1. Protecting	
  one’s	
  planet	
  from	
  external	
  impacts*
2. Marshaling	
  their	
  data	
  to	
  learn	
  about	
  themselves
Grand  challenges  all  advanced  civilizations  meet  
in  the  course  of  living  long  enough  to  
become  an    advanced    civilization  
*  Rusty  Schweickart,  B612  Foundation  
The  Norm  of  Common  Purpose*  
The  moral  framework  for  21st-­century  science  
may  differ  significantly  from  traditional  
conceptions  of  clinical  and  research  ethics
A  “norm  of  common  purpose…  a  principle  
presiding  over  matters  that  affect  the  interests  
of  everyone”  
“Securing  these  common  interests  is  a  shared  
social  purpose  that  we  cannot  as  individuals  
achieve”    
*  Faden,  Kass,  et  al.,  Hastings  Ctr.  Rep.  Supp  (Jan-­Feb  2013)
The  Most  Valuable  Data  Resources  for  
21st Century  Informational  Research
• Deeply  descriptive:  integrates  data  from  many  
different  data  sources  to  provide  a  detailed  
characterization  of  each  included  individual
• Large-­scale:  reflects  many  different  individuals
• Inclusive:  include  everybody  or  almost  everybody  
to  capture  rare  events,  minimize  selection  bias,  
support  hypothesis-­free  testing  where  we  do  not  
know  ex  ante  which  people,  events,  or  traits  hold  
the  answer.  
Consumers  →
↓  Data  Holders
M
A
R
Y
P
A
U
L
A
M
Y
J
A
C
K
J
O
H
N
M
A
Y
A
D
A
N
S
U
E
Insurer  1 • • • •
Insurer  2 • • • • •
Clinic  1 • • • •
Clinic  2 • • • • • •
Hospital  1 • • •
Hospital  2 • • • • •
Clinical  Lab  1 • • • • •
Clinical  Lab  2 • • • •
Research  Lab • • • •
DTC  Lab • • • •
At  home  sensor • • • •
Fitness  Tracker • • • •
What	
  Are	
  Information	
  Commons?
Data	
  
Ownership
Data	
  
Commons
Public	
  
Domain
Data  commons  are  not  the  data  resources  
themselves  
They  are  institutional  arrangements  (like  
laws  or  agreements)  to  facilitate  collective  
action  to  create  and  sustain  the  data  
resources
7
Major  US  Federal  Regulations    
affecting  privacy  and  data  access  
• Common  Rule  consent  requirements  for  use  of  
data  and  tissues
– 45  CFR  Part  46,  Subpt.  A
– OHRP  Guidance  (August  2004  as  updated)
– NPRM  (Sept.  8,  2015)
• HIPAA  individual  authorization  requirements  for  
use  of    protected  health  information
• FDA  human-­subject  protections  and  medical  
device  regulations  affecting  biospecimen use  
PLUS:    NEVER  OVERLOOK  STATE  LAW!!
consents
to	
  data	
  use
no	
  consent
to	
  data	
  use
willing
to	
  share	
  data
Quadrant	
  1:	
  consent	
  
alignment
Data	
  holder	
  and	
  
individual	
  data	
  subject	
  
both	
  consent	
  to	
  the	
  
data	
  use,	
  possibly	
  in	
  
response	
  to	
  policy	
  
incentives
Quadrant	
  2:	
  data-­‐
holder-­‐driven	
  access
Data	
  holder	
  invokes	
  
regulatory	
  exceptions	
  
to	
  individual	
  consent	
  
(e.g.,	
  de-­‐identification,	
  
public	
  health	
  uses,	
  
consent	
  waivers)	
  
not	
  willing	
  to	
  
share	
  data
Quadrant	
  3:	
  consumer-­‐
driven	
  access
Individuals	
  invoke	
  
access-­‐forcing	
  
mechanisms	
  (e.g.,	
  
HIPAA’s	
  individual	
  
access	
  right)	
  and	
  
contribute	
  their	
  data
Quadrant	
  4:	
  
legislated	
  access
Access	
  under	
  laws	
  that	
  
require	
  mandatory	
  
data	
  access	
  for	
  specific	
  
public	
  health	
  or	
  
regulatory	
  purposes
Individual
Data	
  
holder
Shared  Control  of  Stored  Data

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Barbara Evans, "Big Data and the Meaning of Individual Autonomy in a Crowd"

  • 1. 1 Big  Data  and  Individual  Autonomy  in  a   Crowd   Barbara  J.  Evans,  Ph.D.,  J.D.,  LL.M. Director,  Center  for  Biotechnology  &  Law University  of  Houston  Law  Center 713-­743-­2993  •  bjevans@central.uh.edu Big  Data,  Health  Law,  and  Bioethics May  6,  2016
  • 2. Source:   http://www.earthmagazine.org/sites/earthmagazine.org/ files/1324689388/i-­‐269-­‐7d9-­‐9-­‐2.jpg   1. Protecting  one’s  planet  from  external  impacts* 2. Marshaling  their  data  to  learn  about  themselves Grand  challenges  all  advanced  civilizations  meet   in  the  course  of  living  long  enough  to   become  an    advanced    civilization   *  Rusty  Schweickart,  B612  Foundation  
  • 3. The  Norm  of  Common  Purpose*   The  moral  framework  for  21st-­century  science   may  differ  significantly  from  traditional   conceptions  of  clinical  and  research  ethics A  “norm  of  common  purpose…  a  principle   presiding  over  matters  that  affect  the  interests   of  everyone”   “Securing  these  common  interests  is  a  shared   social  purpose  that  we  cannot  as  individuals   achieve”     *  Faden,  Kass,  et  al.,  Hastings  Ctr.  Rep.  Supp  (Jan-­Feb  2013)
  • 4. The  Most  Valuable  Data  Resources  for   21st Century  Informational  Research • Deeply  descriptive:  integrates  data  from  many   different  data  sources  to  provide  a  detailed   characterization  of  each  included  individual • Large-­scale:  reflects  many  different  individuals • Inclusive:  include  everybody  or  almost  everybody   to  capture  rare  events,  minimize  selection  bias,   support  hypothesis-­free  testing  where  we  do  not   know  ex  ante  which  people,  events,  or  traits  hold   the  answer.  
  • 5. Consumers  → ↓  Data  Holders M A R Y P A U L A M Y J A C K J O H N M A Y A D A N S U E Insurer  1 • • • • Insurer  2 • • • • • Clinic  1 • • • • Clinic  2 • • • • • • Hospital  1 • • • Hospital  2 • • • • • Clinical  Lab  1 • • • • • Clinical  Lab  2 • • • • Research  Lab • • • • DTC  Lab • • • • At  home  sensor • • • • Fitness  Tracker • • • •
  • 6. What  Are  Information  Commons? Data   Ownership Data   Commons Public   Domain Data  commons  are  not  the  data  resources   themselves   They  are  institutional  arrangements  (like   laws  or  agreements)  to  facilitate  collective   action  to  create  and  sustain  the  data   resources
  • 7. 7 Major  US  Federal  Regulations     affecting  privacy  and  data  access   • Common  Rule  consent  requirements  for  use  of   data  and  tissues – 45  CFR  Part  46,  Subpt.  A – OHRP  Guidance  (August  2004  as  updated) – NPRM  (Sept.  8,  2015) • HIPAA  individual  authorization  requirements  for   use  of    protected  health  information • FDA  human-­subject  protections  and  medical   device  regulations  affecting  biospecimen use   PLUS:    NEVER  OVERLOOK  STATE  LAW!!
  • 8. consents to  data  use no  consent to  data  use willing to  share  data Quadrant  1:  consent   alignment Data  holder  and   individual  data  subject   both  consent  to  the   data  use,  possibly  in   response  to  policy   incentives Quadrant  2:  data-­‐ holder-­‐driven  access Data  holder  invokes   regulatory  exceptions   to  individual  consent   (e.g.,  de-­‐identification,   public  health  uses,   consent  waivers)   not  willing  to   share  data Quadrant  3:  consumer-­‐ driven  access Individuals  invoke   access-­‐forcing   mechanisms  (e.g.,   HIPAA’s  individual   access  right)  and   contribute  their  data Quadrant  4:   legislated  access Access  under  laws  that   require  mandatory   data  access  for  specific   public  health  or   regulatory  purposes Individual Data   holder Shared  Control  of  Stored  Data