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Perspec'ves 
on 
Risk 
Joel 
Gehman, 
University 
of 
Alberta 
Credit: 
h9p://oxfamblogs.org/fp2p/wp-­‐content/uploads/2014/07/Risk.jpg
Technical 
perspec've: 
• Risk 
can 
be 
measured, 
managed 
• Located 
in 
systems 
• F 
= 
probability 
X 
consequences 
• Common 
in 
engineering, 
epidemiology, 
toxicology, 
etc 
Credit: 
h9p://netascholars.org/probabilisPc-­‐graphical-­‐models-­‐book-­‐by-­‐daphne-­‐koller/
h9p://www.gocomics.com/fminus/2013/10/19 
Credit: 
h9p://www.gocomics.com/fminus/2013/10/19
Economic 
perspec've: 
• Risk 
can 
be 
priced, 
traded 
• Located 
in 
markets, 
courtrooms 
• F 
= 
preferences 
X 
value 
• Common 
in 
game 
theory, 
law, 
finance, 
actuarial 
science, 
etc 
Credit: 
h9p://rs21testblog.files.wordpress.com/2014/08/hurricane-­‐katrina.jpg
Credit: 
h9p://fundooprofessor.files.wordpress.com/2012/10/nimby.jpg
Perceptual 
perspec've: 
• Risk 
can 
be 
amplified, 
a9enuated 
• Located 
in 
cogniPon, 
comm. 
• F 
= 
interpretaPon 
X 
response 
• Common 
in 
psych, 
behavioral 
econ, 
public 
opinion 
studies, 
etc 
Credit: 
h9p://upload.wikimedia.org/wikipedia/commons/5/59/Caribbean_reef_shark.jpg
Cultural 
perspec've: 
• Risk 
can 
refract, 
diffuse 
• Located 
in 
acPon 
nets 
• F 
= 
trajectories 
X 
spillovers 
• Common 
in 
sociology, 
poliPcal 
science, 
anthropology, 
etc 
Credit: 
h9p://whc.unesco.org/en/disaster-­‐risk-­‐reducPon/
A:er 
Fukushima 
Credit: 
h9p://ansnuclearcafe.org/wp-­‐content/uploads/2011/04/fukushima-­‐before-­‐1.jpg
Credit: 
h9p://lcbr.files.wordpress.com/2012/07/tsunami-­‐in-­‐march.jpg
Credit: 
h9p://www.cbc.ca/news2/interacPves/japan-­‐oneyearlater/index.html
Credit: 
h9p://i.huffpost.com/gadgets/slideshows/224637/slide_224637_942875_free.jpg
Fukushima 
! 
Europe 
Credit: 
Google 
Maps
France 
= 
Con'nued 
Investment 
Credit: 
h9p://www.jadorelespoPns.com/wp-­‐content/uploads/Nicolas-­‐Sarkozy.jpeg
Switzerland 
= 
Licensed 
Decline 
Credit: 
h9p://staPc.ensi.ch/1341478473/kernanlagen-­‐in-­‐der-­‐schweiz-­‐en.jpg
Italy 
= 
Renewed 
Moratorium 
Credit: 
h9p://www.bbc.com/news/world-­‐europe-­‐13741105
Credit: 
h9p://alj.am/1h0GlYA
Germany 
= 
Accelerated 
Phaseout 
Credit: 
h9p://www.cerna.ensmp.fr/images/BruegelFévrier14.pdf
Lessons 
from 
Fukushima? 
1. Risks 
are 
not 
singular 
but 
consist 
of 
mulPple 
or 
plural 
realiPes 
à 
a 
parPal 
strategy 
is 
insufficient 
2. Rather 
than 
numbers 
vs 
narraPve 
à 
vulnerability 
reducPon 
vs. 
risk 
reducPon 
3. Design 
for 
incompleteness 
à 
system 
redundancies, 
assessment 
redundancies, 
overlapping 
governance, 
transparency 
and 
traceability
Acknowledgements 
Collaborators: 
Michael 
Lounsbury, 
Lianne 
Lefsrud, 
Chang 
Lu 
For 
sources 
and 
further 
details, 
please 
see 
our 
working 
paper: 
“PerspecPves 
on 
Risk: 
From 
Techno-­‐Economic 
CalculaPons 
to 
Socio-­‐Cultural 
Meanings” 
h9p://ssrn.com/abstract=2508488 
Financial 
support 
provided 
in 
part 
by 
a 
grant 
from 
the 
Helmholtz-­‐Alberta 
IniPaPve
Comments 
welcome 
Mail 
jgehman 
at 
ualberta 
dot 
ca 
TwiHer 
@joelgehman
Thank 
You!

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