<s>
Data	B-General_Concept
collaboratives	I-General_Concept
(	O
sometimes	O
called	O
“	O
corporate	O
data	O
philanthropy	O
”	O
)	O
are	O
a	O
form	O
of	O
collaboration	O
in	O
which	O
participants	O
from	O
different	O
sectors	O
—	O
including	O
private	O
companies	O
,	O
research	O
institutions	O
,	O
and	O
government	O
agencies	O
—	O
can	O
exchange	O
data	O
and	O
data	O
expertise	O
to	O
help	O
solve	O
public	O
problems	O
.	O
</s>
<s>
Data	B-General_Concept
collaboratives	I-General_Concept
can	O
take	O
many	O
forms	O
.	O
</s>
<s>
The	O
big	B-Application
data	I-Application
boom	O
has	O
demonstrated	O
the	O
power	O
of	O
data	O
to	O
inform	O
and	O
design	O
public	O
projects	O
in	O
an	O
accountable	O
and	O
iterative	O
manner	O
.	O
</s>
<s>
Data	B-General_Concept
collaboratives	I-General_Concept
create	O
networks	O
that	O
bridge	O
access	O
and	O
knowledge	O
gaps	O
by	O
bringing	O
different	O
sectors	O
together	O
to	O
share	O
data	O
to	O
address	O
social	O
challenges	O
.	O
</s>
<s>
The	O
GovLab	O
argues	O
data	B-General_Concept
collaboratives	I-General_Concept
wherein	O
a	O
private	O
sector	O
data	O
holder	O
shares	O
data	O
with	O
other	O
groups	O
tend	O
to	O
be	O
motivated	O
by	O
a	O
desire	O
for	O
:	O
</s>
<s>
Revenue	O
Generation	O
:	O
Corporate	O
data	O
can	O
be	O
sold	O
to	O
data	B-General_Concept
collaboratives	I-General_Concept
,	O
generating	O
novel	O
revenue	O
streams	O
.	O
</s>
<s>
Regulatory	O
Compliance	O
:	O
Data	B-General_Concept
collaboratives	I-General_Concept
can	O
help	O
corporations	O
advance	O
transparency	O
and	O
trust	O
by	O
establishing	O
and	O
following	O
data	B-Application
sharing	I-Application
protocols	O
.	O
</s>
<s>
Responsibility	O
and	O
Corporate	O
Philanthropy	O
:	O
Data	B-General_Concept
collaboratives	I-General_Concept
allow	O
businesses	O
to	O
drive	O
meaningful	O
corporate	O
social	O
responsibility	O
programs	O
.	O
</s>
<s>
Data	B-General_Concept
collaboratives	I-General_Concept
can	O
help	O
respond	O
to	O
service	O
delivery	O
and	O
emergency	O
preparedness	O
and	O
disaster	O
response	O
problems	O
.	O
</s>
<s>
According	O
to	O
The	O
GovLab	O
,	O
data	B-General_Concept
collaboratives	I-General_Concept
can	O
provide	O
five	O
main	O
benefits	O
for	O
public	O
problems	O
:	O
</s>
<s>
The	O
following	O
is	O
an	O
illustrative	O
(	O
but	O
not	O
exhaustive	O
)	O
list	O
of	O
some	O
data	B-General_Concept
collaboratives	I-General_Concept
:	O
</s>
<s>
Data	B-General_Concept
collaboratives	I-General_Concept
have	O
significant	O
challenges	O
related	O
to	O
data	O
security	O
,	O
data	O
privacy	O
,	O
commercial	O
risk	O
,	O
reputational	O
concerns	O
and	O
regulatory	O
uncertainty	O
.	O
</s>
<s>
Regulatory	O
Risks	O
:	O
Fragmented	O
legal	O
and	O
regulatory	O
frameworks	O
hinder	O
data	B-Application
sharing	I-Application
across	O
sectors	O
and	O
sovereign	O
borders	O
.	O
</s>
