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MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@umb no deborah.oughton@umb.no UMB and UiO Ethics Programme
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Page 1: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

MNSES 9100: Risky Business, Science, Risk and Uncertainty

deborah oughton@umb [email protected]

UMB and UiO Ethics Programme

Page 2: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

All knowledge has the potential to be absued or misused; all knowledge has the potentialETET FO

R M

ILJ

00 R

isk –D

eb

or misused; all knowledge has the potential to be beneficial to society; all technologies carry risks

JØ-

OG

BIOVIT

borah O

ugh

to

h f h h

TENSKAP

on Is this part of Research Ethics??

Strand and Oughton 2009 Risk and Uncertainty as a Research Ethics Challenge. NENT (www.etikkom.no)

Page 3: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Research Ethics Guidelines

ETHIC

AL G

Ou

ghton

ETET FOR M

ILJ

General guidelines – NENT and NESH (www.etikkom.no)- Research Ethics Guidelines for Natural Science and Technology (NENT)

- Research Ethics Guidelines for Social Sciences, Humanites, Law and Theology

GU

IDELIN

ES JØ-

OG

BIOVIT

Research Ethics Guidelines for Social Sciences, Humanites, Law and Theology

- Both available in Norwegian and English

MN

SES91

00

TENSKAP

Deborah

3

Page 4: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

The overriding obligations of research to mankind

ETHIC

AL G

Ou

ghton

ETET FOR M

ILJ

mankind

1. Research must be in accordance with human rights.

GU

IDELIN

ES JØ-

OG

BIOVIT

2. Research must be in accordance with sustainable development and respect for the environment

3 R h t t

MN

SES91

00

Misinterpretation: all research projects and individual scientists need to show they are actively promoting peace sustainableTEN

SKAP

3. Research must promote peace

4. Research must promote and take part in the development of democracy.

Deborah

actively promoting peace, sustainable development, …

Intention:development of democracy.

5. Research must promote greater global justice in the distribution of wealth through the spread of information

Intention: - to recognise the potential for research to be misused

4

information

…24 principles

- to recognise that the utimate aims of research should be for the benefit of humanity

www.etikkom.no

Page 5: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE Personal and Institutional Responsibility

MN

SES910ETET FO

R M

ILJ

Science/Research is value free : how the knowledge is, or may be used is not an issue for science or scientists

00 R

isk –D

ebJØ-

OG

BIOVIT

or may be, used is not an issue for science or scientists

Scientists have an obligation to consider the possible positive and negative benefits of their research

borah O

ugh

toTENSKAP

positive and negative benefits of their research

Governments and institutions bear the main/only responsibility for controlling the use and application of

on

p y g ppresearch.

The ethical responsibility of scientists needs to be made more visible.

Page 6: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE Personal and Institutional Responsibility

MN

SES910ETET FO

R M

ILJ

00 R

isk –D

ebJØ-

OG

BIOVIT

borah O

ugh

to

Stig S. Frøland, prof. Rikshospilatlet..does Utgard mean that natural scientists should try to

di t h th i lt ld b d i d?

TENSKAP

on predict how their results could be used or misused? … Utgard demands that scientists should untertake an ongoing idological and political assessment in their g g g presearch. This is incompatible with research… there is only one ethical demand for research: that it has acceptable quality and that the results are presentedacceptable quality and that the results are presented as objectively as possible”

L tt i Aft t 29th A il 2010Letter in Aftenposten 29th April 2010

Page 7: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

NENT: Proposal for a Science Oath (as part of PhD graduation)

ETHIC

AL G

Ou

ghton

ETET FOR M

ILJ

of PhD graduation)

”I will carry out my activities as a scientist truthfully and honestly. I will endeavour to use my scientific knowledge for

GU

IDELIN

ES JØ-

OG

BIOVIT

y y gthe benefit of mankind. I will show respect for animals and nature. I will act in accordance with research ethics, and shall not let ideology, religion, ethnicity, predjudice or

MN

SES91

00

TENSKAP

gy, g , y, p jmaterial benefits impede my ethical responsibility as a researcher.” Revisions by MNSES students, Spring 2011

Deborah

7

Page 8: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Would you like an oath to be part of you PhD graduation

ETHIC

AL G

Ou

ghton

ETET FOR M

ILJ

graduationGU

IDELIN

ES JØ-

OG

BIOVIT

Yes

Maybe

MN

SES91

00

TENSKAP

y

No way

Deborah

8

Page 9: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

Risk and Uncertainty

ETET FOR M

ILJ

00 R

isk –D

eb

Probability, Risk and Uncertainty (Ian Hacking: Probability)

Public perception of risk – Fukushima caseJØ-

OG

BIOVIT

borah O

ugh

to

p p

How the media promote the public misunderstanding of science (Goldacre, Bad Science, 2008)

TENSKAP

on

Page 10: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

All knowledge has the potential to be b d i d ll k l d h

ETET FOR M

ILJ

00 R

isk –D

eb

absued or misused; all knowledge has the potential to be beneficial to society; all technologies carry risksJØ

-O

G BIO

VIT

borah O

ugh

to

society; all technologies carry risks

l h k

TENSKAP

on How to evaluate the risks??

Strand and Oughton 2009 Risk and Uncertainty as a Research Ethics Challenge. NENT (www.etikkom.no)

Page 11: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Chance and Probability (Ian Hacking)

ETET FOR M

ILJ

00 R

isk –D

eb

Metaphysical/ontological : From deterministic (cause-effect) to stocasticJØ

-O

G BIO

VIT

borah O

ugh

to

( )(by chance). Example quantum physics

Epistemological/methodological:

TENSKAP

on Epistemological/methodological: Gathering of knowledge; hypothesis testing; statistics

Ethical: Decision-making and risk assessment

Hacking, I. The Taming of g, gChance; The Emergence of Probability

Page 12: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Chance, Probability and RiskETET FO

R M

ILJ

00 R

isk –D

eb

Chance, Probability and Risk

JØ-

OG

BIOVIT

borah O

ugh

toTENSKAP

on

Blaise Pascal1623-1662

Page 13: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Risk, Uncertainty and ProbabilityETET FO

R M

ILJ

00 R

isk –D

eb

, y y

Probabilities – probability of outcome given an actionJØ-

OG

BIOVIT

borah O

ugh

to

Risk = probability * consequence (for a risk assessor)

Decision making under uncertainty – decisions having various possible outcomesTEN

SKAP

on

– probabilities well-known (e.g. a fair bet)

– probabilities ”guessable”, ”estimated”

– probabilities unknownp

Page 14: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Decision making under uncertaintyETET FO

R M

ILJ

00 R

isk –D

eb

g y

Expected value of an action = "sum of the product of probabilities and consequences"JØ

-O

G BIO

VIT

borah O

ugh

to

consequences

C ( )

TENSKAP

on

A1

p11 C11 (v11)

p12 C12 (v12) A alternative

C ( )

p13 C13 (v13)A – alternativep – probabilityC – consequence

l

A2

p21 C21 (v21)

p22 C22 (v22)

v - value

p23 C23 (v23)

Page 15: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Analogy - BettingETET FO

R M

ILJ

00 R

isk –D

eb

Analogy Betting

Which is the best bet?JØ-

OG

BIOVIT

borah O

ugh

to

Which is the best bet?– 10 kr on 1 in million chance of winning 1 million kr

40 kr on 1 in 100 chance of winning 5000 kr

TENSKAP

on – 40 kr on 1 in 100 chance of winning 5000 kr

Page 16: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Calculate Expected ValueETET FO

R M

ILJ

00 R

isk –D

eb

Calculate Expected Value

Bet 1

0 9999999 * 10 kr = 10 krJØ-

OG

BIOVIT

borah O

ugh

to

0.9999999 * -10 kr = - 10 kr

10-6 * 106 kr = + 1 kr

9 k

TENSKAP

on = - 9 kr

Bet 2

0.99 * -40 kr = - 39.6 kr

0.01 * 5000 kr = + 50 kr

= + 10 4 kr= + 10.4 kr

Page 17: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Same approach used in -ETET FO

R M

ILJ

00 R

isk –D

eb

Same approach used in

Utilitarianism (values as utility/happiness)JØ-

OG

BIOVIT

borah O

ugh

to

Cost benefit analysis (values as monetary profits or loss)

TENSKAP

on

Decision Theory (Bayesian theory)

Environmental Impact Assessment

”…economists know the price of peverything and the value of nothing…”

Page 18: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Pascal’s WagerETET FO

R M

ILJ

00 R

isk –D

eb

Pascal s Wager

JØ-

OG

BIOVIT

borah O

ugh

to

God exists (G)

God does not exist (~G)TEN

SKAP

on

Living as if God exists (B) +∞ (heaven) −N (none)

Living as if God does not exist ( B)

−∞ (hell) +N (none)(~B)

Page 19: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Ranking Risks: Risk of death (Wilson and Crouch 2001)ETET FO

R M

ILJ

00 R

isk –D

eb

Ranking Risks: Risk of death (Wilson and Crouch, 2001)

Action Average annual risk per Average annual deathsJØ-

OG

BIOVIT

borah O

ugh

to

100 000 ”active persons”

Scuba diving 42 126

TENSKAP

on

Hunting 3 600

Skiing 12 41

Tilting soda machines 2.5 5

Being hit by meteorite 0.04 2Being hit by meteorite 0.04 2

Chloroform in drinking 0.07 ?water*

*legal limit

Page 20: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

Lifestyle Risks (Wilson and Crough, 2001)

ETET FOR M

ILJ

00 R

isk –D

eb

Action/state of affairs Annual per Capita Risk per 100,000JØ

-O

G BIO

VIT

borah O

ugh

to Mountaineering 60-600TENSKAP

on

Cigarette smoking 300

Motor vehicle accident 15

Home accidents 11

Potassium 40 in body 1

Drinking 140 pints of beer a year 0.2

Li i l l t 0 1Living near a nuclear power plant 0.1

Page 21: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Public perception of riskETET FO

R M

ILJ

00 R

isk –D

eb

Public perception of risk

”Expert” – the public is ignorant misunderstands

JØ-

OG

BIOVIT

borah O

ugh

to

ignorant, misunderstands risks, is irrational in their attitude towards risks. They smoke and drive but reject h h ll i k

TENSKAP

on the much smaller risks associated with GM foods, pesticides, food additives, chemical industry, etc.y,

Page 22: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

Case 4: Nanotechnology/ NanomaterialsETET FO

R M

ILJ

00 R

isk –D

eb

Nanomaterials

Development and exploitation of materials and products at theJØ-

OG

BIOVIT

borah O

ugh

to

Development and exploitation of materials and products at the nanometer scale (1-100 nm)

Nanomaterials – membranes, wires, particles, …

N ti l i ( b d l f ll )

TENSKAP

on Nanoparticles – organic (carbon rods, polymers, fullerenes), inorganic (metals, metal oxides, ceramics) or compsite

Three types: natural (colloids), anthropogenic (smoke, soot), f t d/ i dor manufactured/engineered

Many already on the market (sun-creams, self-cleaning surfaces, refrigerators, washing machines)

Page 23: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Nan

oethics

Environmental and Health Risks

ETET FOR M

ILJ

s –D

eborah

Environmental and Health risks

– High reactivity due to high surface areaJØ-

OG

BIOVIT

h O

ugh

ton

– Potential to cross the blood-brain membrane

– Ecotoxicological responses found in organismsand cell cultures (e.g., fullerenes, metals, metalTEN

SKAP

( g , , ,oxides)

– Asbestos analogy: asbestos made from chrysotile, an naturally occuring non-toxic substance. y g

– ”Grey Goo” and killer nano-robots

Page 24: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910

Public perception of new technologies

ETET FOR M

ILJ

00 R

isk –D

eb Too riskyJØ-

OG

BIOVIT

borah O

ugh

to

No benefit

Not necessaryTENSKAP

on

Unnatural

Immoral

“Playing God”

Capitalistic

Instrumental

Unfair

Page 25: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

The Fukushima Daiichi Incident Fukushima Daiichi (Plant I)

MN

SES910ETET FO

R M

ILJ

– Unit I - GE Mark I BWR (439 MW), Operating since 1971

– Unit II-IV - GE Mark I BWR (760 MW), Operating since 1974

00 R

isk –D

ebJØ-

OG

BIOVIT

1974borah O

ugh

toTENSKAP

on

Slide courtesy of Dr. Matthias Braun, AREVA

Page 26: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

The Fukushima Daiichi Incident

MN

SES910ETET FO

R M

ILJ

00 R

isk –D

ebJØ-

OG

BIOVIT

borah O

ugh

toTENSKAP

on

nucleartourist.com

Loss of coolant, build up of steam, hydrogen explosion

Evacuation from 30 km zone

Large discharges to the sea; contaminated land areas

Enormous clean up and remediation project

Page 27: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Fukushima Challenges:

SETAC 2012ETET FOR M

ILJ

Tens of thousands died in the Fukushima earthquake, nearly half a million were made homeless, yet since the accident most of the Western media focus was on the nuclear incident

2 Berlin –D

eboJØ-

OG

BIOVIT

most of the Western media focus was on the nuclear incident

Foreign governments advised evacuation of citizens from a greater area than the Japanese

rah Oughton

TENSKAP

Reports of iodine tablets selling out in Europe

More than 25 embassies closed or relocated from Tokyo

Page 28: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Consumer goods

SETAC 2012ETET FOR M

ILJ

More than 50 countries introduced restrictions on food imports

2 Berlin –D

eboJØ-

OG

BIOVIT

Total value of agricultural products imported to the EU from Japan: €187 million for agricultural products and €18 million for fishery products.

rah Oughton

TENSKAP

In 2010, China was the fourth-largest importer of Japanese farm and fishery products after Hong Kong, the United States and Taiwan, buying items worth about ¥55.5 billion., y g

“Radioactivity: All cars from Japan to be tested for radiation” Headlineradiation Headline www.economicsnewspaper.com

Page 29: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

The Nuclear Rabbit

SETAC

201ETET FO

R M

ILJ

Earless bunny video stokes Japan nuke fears - [Jun 10 2011 - 10connects.com]

Experts say it is unlikely a rabbit born withou... - [Jun 10 2011 - ONE News]

Japanese earless rabbit no nuclear mutant, say ... - [Jun 10 2011 - ONE News]

12 B

erlin –

DeJØ

-O

G BIO

VIT

Earless bunny raises fear of effects of nuclear... - [Jun 09 2011 - New York Daily News]

Japan's earless rabbit: A radiation mutant? - [Jun 09 2011 - The Week Magazine]

Fukushima's "mutant" earless bunny - [Jun 09 2011 - Salon]

Earless rabbit born near Fukushima nuclear powe... - [Jun 09 2011 - Batangas Today]

eborah O

ugh

tTENSKAP

ton

Blog: “When it's grown wings and spits acid then I'll worry”

Page 30: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Fukushima Challenges:

SETAC 2012ETET FOR M

ILJ

Tens of thousands died in the Fukushima earthquake, nearly half a million were made homeless, yet since the accident most of the Western media focus was on the nuclear incident

2 Berlin –D

eboJØ-

OG

BIOVIT

most of the Western media focus was on the nuclear incident

Foreign governments advised evacuation of citizens from a greater area than the Japanese

rah Oughton

TENSKAP

Reports of iodine tablets selling out in Europe

More than 25 embassies closed or relocated from TokyoIs it irrational to show such aversion to the radiation risks from Fukushima?

What factors impact on risk perception?perception?

Page 31: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

MN

SES910 Risk Assessment: Factual and Ethically Relevant CriteriaETET FO

R M

ILJ

00 R

isk –D

eb

Factual knowledge

JØ-

OG

BIOVIT

borah O

ugh

to

– Who or what is affected?

– What is the size of the harms and benefits?

Autonomy and libertyTENSKAP

on

– Have affected persons given consent to/have control over any imposed risk?

– Is there a risk of privacy infringements?

Equality and justice– Treat like cases equally

– How are harms and benefits distributed?

What are the alternatives?

Page 32: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

Risk and Uncertainty as a Research Ethics Challange

Un

cAP

BerETET FO

R M

ILJ

Introduction to the concepts of uncertainty, risk and the precautionary principle

rgen D

eborahJØ-

OG

BIOVIT

principle

Article 10 and 11 of the NENT Guideline

The Issue at Stake: Research as an Acti it that Gene ates Unce taint and

h O

ugh

ton

TENSKAP

Activity that Generates Uncertainty and Risk

What to Do – Part I: Uncertainty ManagementManagement

– Traditional categorisation of uncertainties

– Developments in Categorisation and M i f U t i tiMapping of Uncertainties

– Dealing with qualitative aspects (considerations of quality)

Wh t t D P t II P ti What to Do – Part II: Precautionary Governance of Science and Technology Strand and Oughton 2009

(www.etikkom.no)

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UN

IVERSITE

NENT Guidelines

Uncertainty, Risk and the Precautionary Principle

Un

cAP

BerETET FO

R M

ILJ

Research may have far-ranging consequences for health, society or the environment. It is therefore important that the uncertainty and risk that often follow when research becomes practical and concrete is not neglected,

rgen D

eborahJØ-

OG

BIOVIT

often follow when research becomes practical and concrete is not neglected, and that decision-makers who use scientific knowledge achieve a good understanding of such knowledge in its correct context.

10 The researcher must clarify the degree of certainty and

h O

ugh

ton

TENSKAP

10. The researcher must clarify the degree of certainty and precision that characterizes the research results. In particular, the researcher must take care to clarify the relative extent of the results’ certainty and validity, as well as to indicate any elements of risk or uncertainty that may be significant for possible uses of the research results. Researchers are traditionally accustomed to presenting knowledge demands critically and in context Researchers are not as accustomed however tocritically and in context. Researchers are not as accustomed, however, to presenting elements of risk and uncertainty. It is part of the researcher’s ethical responsibility and striving for objectivity to clearly depict the relative certainty and validity of the information. Whenever possible, the researchers h ld l bl h d d h h’ [ ]should also use suitable methods to depict the research’s uncertainty[1].

Research institutions are responsible for conveying such methods to their employees and students.

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UN

IVERSITE

Sources and Dimensions of Uncertainty

Un

cAP

BerETET FO

R M

ILJ

Technical or Numerical Uncertainty

rgen D

eborahJØ-

OG

BIOVIT

– Inexactness

Model and Conceptual Uncertainty

h O

ugh

ton

TENSKAP – Unreliability

Epistemological Uncertainty

Described by statistics, addressed in risk assessment

and management th o ghp g y

– Knowledge gaps/ignorance/unknown

Social and Ethical Uncertainty

and management through sensitivity analysis,

probabilistic risk Social and Ethical Uncertainty

– Acceptance, interpretation, economic costs assessment, etc

Walker et al, 2004; Oughton, 2004, van der Sjuis, 2006;

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Inexactness

Uncertaintiy in model quantities

(technical uncertainties)

Uncertainties in Input data

Inexactness

Conflicting evidence (technical uncertainties)

Parameter uncertainties

Uncertain equations

Lack of observations/

evidence

equations

Model structure uncertainties

measurements

Unreliability

Uncertainty about model form

(methodological uncertainties)

Uncertain levels of confidence

Ignorance

Uncertainty about model

Uncertainty aboout model

validityIndeterminency

completeness(epistemological uncertainties)

Uncertainty due to

variability

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UN

IVERSITE

Model and Conceptual Uncertainties –Complex systems

Un

cAP

BerETET FO

R M

ILJ

rgen D

eborahJØ-

OG

BIOVIT

•Positive or Negative Outcomes •Feedback

h O

ugh

ton

TENSKAP

•Feedback mechanisms•”Known unknowns”

– cannot be accounted for easily yusing statistical methods or PRA

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UN

IVERSITE

”Social and Ethical” Uncertainties

Un

cAP

BerETET FO

R M

ILJ

What is an acceptable risk?

How much “damage” to a species can be tolerated in

rgen D

eborahJØ-

OG

BIOVIT

an ecosystem?

Do the benefits outweigh the risks?

h O

ugh

ton

TENSKAP

And who decides that?

Interpretation of legislation; applicability of precaution, acceptability of results to stakeholders,precaution, acceptability of results to stakeholders, …

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UN

IVERSITE

NENT Guidelines - cont

Un

cAP

BerETET FO

R M

ILJ

Uncertainty, Risk and the Precautionary Principle

rgen D

eborahJØ-

OG

BIOVIT

11. In cases where plausible, yet uncertain information exists that the use of technology or the development of a certain research field might lead to ethically unacceptable consequences for health,

h O

ugh

ton

TENSKAP

society or the environment, researchers within the given field must strive to provide information that is relevant for using the Precautionary Principle. This entails that the researcher must cooperate with other relevant partiesThis entails that the researcher must cooperate with other relevant parties when using the Precautionary Principle. The Precautionary Principle is here defined in the following manner: “When human activities may lead to morally unacceptable harm that is scientifically plausible but uncertain,

[1]actions shall be taken to avoid or diminish that harm.” [1] This principle is important for large parts of scientific research, and researchers are co-responsible for facilitating deliberations regarding the Precautionary PrinciplePrinciple.

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UN

IVERSITE

MN

SES910 Precautionary PrincipleETET FO

R M

ILJ

00 R

isk –D

eb

Precautionary Principle

‘In order to protect the environment, the precautionary approach shall be widely applied by States according to their capabilitiesJØ

-O

G BIO

VIT

borah O

ugh

to

shall be widely applied by States according to their capabilities. Where there are threats of serious or irreversible damage, lack of full scientific certainty shall not be used as a reason for postponing cost-effective measures to prevent environmentalTEN

SKAP

on postponing cost effective measures to prevent environmental degradation.’

[Rio, 1992]

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UN

IVERSITE

MN

SES910 Oil drilling in the Barents SeaETET FO

R M

ILJ

00 R

isk –D

eb

g

Large untaped resources (Snøhvitfelt – 3000 million cubic meters gass, Barents Sea 990 million Sm3 oil)JØ

-O

G BIO

VIT

borah O

ugh

to

million Sm3 oil) Up to 4100 new jobs Economic benefits for whole countryTEN

SKAP

on

4 out of 5 inhabitants in Finmark support drilling

March 2006 MD launchedIntegrated Management Plan

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UN

IVERSITE

MN

SES910ETET FO

R M

ILJ

00 R

isk –D

eb

Opposition

Vulnerability of ecosystemJØ-

OG

BIOVIT

borah O

ugh

to

y y

Uniqueness of ecosystem

Impacts on fishing (43000 jobs)TENSKAP

on

Impacts on tourism

Cultural changes

Risk of accidents

Lack of knowledge

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UN

IVERSITE

MN

SES910 DifficultiesETET FO

R M

ILJ

00 R

isk –D

eb

Difficulties

There is no one definition of the precautionary principleJØ-

OG

BIOVIT

borah O

ugh

to

There is no one definition of the precautionary principle

What is meant by ”serious and irreversible”?

How to distinguish between possible, probable and i tifi ll l ibl d b bl

TENSKAP

on scientifically plausible consequences and probable consequences?

How do the possible benefits weigh into the equation?

Page 43: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

How the media promote public misunderstanding of Science - #1 Bad stats

MN

SES910

R l ti Ri k

ETET FOR M

ILJ

of Science #1 Bad stats

– The risk of having a heart attack is 50% higher if you have high cholesterol

00 R

isk –D

eb

Relative Risk

JØ-

OG

BIOVIT

– The extra risk of having a heart attack if you have high cholesterol is 2%

These are the same (hypothetical) figures how?

borah O

ugh

to

Absolute Risk

TENSKAP

These are the same (hypothetical) figures – how?

Media often focuses on relative rather than absolute risk

on

Media often focuses on relative rather than absolute risk

4 in 100 men in their 50s with normal cholesterol will have a heart attack

6 in 100 men in their 50s with high cholesterol will have a heart attack

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UN

IVERSITE

How the media promote public misunderstanding of Science - #2 ”Research has shown… ”

MN

SES910ETET FO

R M

ILJ

of Science #2 Research has shown…

”MMR vaccines increase the risk of autism”

00 R

isk –D

eb HypothesisJØ-

OG

BIOVIT

MMR vaccines increase the risk of autism

Paper published in the Lancet by Andrew Wakefield in 1998 suggested a link between MMR vaccine and autism

borah O

ugh

toTENSKAP

on

“12 children, consecutively referred to the department of , y ppaediatric gastroenterology with a history of pervasive developmental disorder … were investigated… in eight children, the onset of behavioural problems had been linked either by the parents or the child’s physician with measles, mumps, rubella vaccination.In these eight children the average interval from exposure to fi st beha io al s mptoms as 6 2 da s ” Wakefield et al 1998

Evidence

first behavioural symptoms was 6.2 days.” Wakefield et al., 1998

Page 45: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

How the media promote public misunderstanding of Science - #2 ”Research has shown… ”

MN

SES910ETET FO

R M

ILJ

of Science #2 Research has shown…

”MMR vaccines increase the risk of autism”

00 R

isk –D

eb HypothesisJØ-

OG

BIOVIT

MMR vaccines increase the risk of autism

Paper published in the Lancet by Andrew Wakefield in 1998 suggested a link between MMR vaccine and autism

borah O

ugh

toTENSKAP

on

“12 children, consecutively referred to the department of , y ppaediatric gastroenterology with a history of pervasive developmental disorder … were investigated… in eight children, the onset of behavioural problems had been linked either by the parents or the child’s physician with measles, mumps, rubella vaccination.In these eight children the average interval from exposure to fi st beha io al s mptoms as 6 2 da s ” Wakefield et al 1998

Evidence

first behavioural symptoms was 6.2 days.” Wakefield et al., 1998

Page 46: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

UN

IVERSITE

How the media promote public misunderstanding of Science - #2 MMR… Consequences

Research

EETET FOR M

ILJ

Massive media attention in UK

Vaccinations down from over 90% to 38% in some areas

Ethics –

DeboJØ

-O

G BIO

VIT

Vaccinations down from over 90% to 38% in some areas

Measles and mumps inceasing (mumps epidemic in 2005 -5000 notifications in January)

orah O

uh

ton

TENSKAP

MumpsMumps

BMJ 2005;330:1132‐1135 (14 May), doi:10.1136/bmj.330.7500.1132 

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UN

IVERSITE Swineflu Vaccine

MN

SES910ETET FO

R M

ILJ

Swineflu Vaccine00 R

isk –D

ebJØ-

OG

BIOVIT

borah O

ugh

toTENSKAP

on

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UN

IVERSITE “Jessica Alba has the perfect wiggle, study says”

Research

EETET FOR M

ILJ

Jessica Alba has the perfect wiggle, study saysDaily Telegraph 25th Aug 2007

Ethics –

DeboJØ

-O

G BIO

VIT

Jessica Alba, the film actress, has the ultimate sexy strut, according to a team of Cambridge mathematicians. The

d i f d th t it i th ti b t hi d i t

orah O

ugh

tonTENSKAP

academics found that it is the ratio between hips and waist that puts the sway into a woman's walk - and the nearer that ratio is to 0.7, the better.

Goldacre, 2006

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UN

IVERSITE

MN

SES910 Essay TopicsETET FO

R M

ILJ

00 R

isk –D

eb

Essay Topics

Carry out an ethical analysis of a research project

Argue for/against why scientists have responsibility for theJØ-

OG

BIOVIT

borah O

ugh

to

Argue for/against why scientists have responsibility for the outcomes of their research

Carry out a risk-cost-benefit analysis of a research projectTENSKAP

on

Public perception of risk – what is rational, what is irrational?

The importance of chance and uncertainty in any area of science: determinism vs probabilistic; data treatment; ethical analysis

The bridge between precautionary principle and science The bridge between precautionary principle and science

Page 50: MNSES 9100: Risky Business, Science, Risk and Uncertainty€¦ · MNSES 9100: Risky Business, Science, Risk and Uncertainty deborah oughton@deborah.oughton@umb.no UMB and UiO Ethics

Thank You!!!!

and good luck

Thank You!!!!

… and good luck


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