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Introductions: who are you?
Everyone sit close to front
Introduce yourself to neighbours
Icebreakers:
If you could wake up with any 1 ability tomorrow, what would it be?
Which superhero did the most good?
Concrete	tools	for	figuring	
out	how	to	do	the	most	
good	
Hauke	Hillebrandt	
Director	of	Research	at	Giving	What	We	
Can
What is “Effective Altruism”?
• www.effectivealtruism.org
• Sign up for our newsletter
• Givewell.org
• Check out the AMF report
• Open Philanthropy Project
• Check out the CGD grant
writeup
What is “Effective Altruism”?
• Effective altruism is a philosophy and
social movement
• The core idea:
• Effective altruism is using evidence and
analysis to take actions that help others as
much as possible.
Academic research (from 80,000 hours):
Earnings: Don’t worry
• Projected GDP per capita in the UK
will be 130,000 USD by 2040
How	do	you	evaluate	a	charity,	cause	area,	or	
social	business	opportunity?
ITN	Framework	
• Importance	–	What	is	the	scale	of	the	problem?		
• How	many	people	does	it	affect?		
• How	badly	does	it	affect	them?	
• Tractability	–	How	effecDvely	can	we	solve	it?	
• Neglectedness	/	Crowdedness	–	how	many	
people	are	working	on	it	already?
ITN	framework:	Example	Deworming
Importance:	Global	disability	burden
Interactive exercise:
Global Burden of Disease Study
http://vizhub.healthdata.org/gbd-
compare/
Task 1: figure out what a DALY and
QALY is!
Task 2: play around with the settings
to find something that surprises you.
YLD Years Lived with Disability - the amount a
disease affects someone is given a disability
weight. The disability weight is multiplied by
the number of years lived with that disease to
calculate YLD
YLL Years of Life Lost - the number of years of
potential life lost (relative to an idealised life
expectancy) from a particular disease or risk
factor. This is equal to a disability weight of 1.
DALY Disability-adjusted life year; a measure of
disease burden which quantifies both
morbidity and mortality; calculated by
summing YLL and YLD. The cost-
effectiveness is measured in $
per DALY averted.
QALY Quality-adjusted life year - similar to
a DALY but measures the inverse (a QALY is
good and measure QALYs
gained, while a DALY is bad and we measure
DALYs averted). The cost-effectiveness is
measured in $ per QALY gained.
Tractability:	How	effecDvely	can	we	solve	it?
Tractability:	How	effecDvely	can	we	solve	it?
Intractable: CRISPR?
Prison reform in the US
Less tractable: basic income?
Neglectedness	/	Crowdedness:	VaccinaDons?
Room	for	more	funding	for	Neglected	
Tropical	Diseases:	billions	every	year
Gates	FoundaDon	Annual	Budget
Neglectedness	/	Crowdedness	
Scien>fic		
Engagement		
Disease	Burden
Questions about
neglectedness:
• What is the median consumption per capita in
Germany?
• What is the median consumption (PPP adjusted)
in the poorest country on the planet?
• How much do we spend in the Germany spend
on health per person per year on average?
• What is the upper bound for the DRC?
Gesundheitsbudget in
Deutschland
• Etwa 4000 € pro Person pro
Jahr
• Bruttoinlandsprodukt pro
Kopf Demokratische
Republik Kongo: 648 Dollar
pro Jahr!
• How much do we spend for one healthy
year of life?
• How much does it cost to avert a DALY
globally?
• Value of a statistical life?
• $ per death prevented in the developing
world?
Neglectedness policy: climate change vs. antibiotic
resistance vs AI safety
ComparaDve	cost-effecDveness	analyses	
• Health:	What	does	a	year	of	healthy	life	
cost?	How	much	does	it	cost	to	save	a	
life?		
• Wealth:	Net	present	value	analysis:	
what	are	the	economic,	social,	
environmental	benefit	per	dollar?	What	
is	the	benefit	cost-raDo?
Health:	ComparaDve	cost-effecDveness	analyses:	
what	does	a	year	of	healthy	life	cost?	How	much	
does	it	cost	to	save	a	life?	
•  Disease	Control	PrioriDes	2
Health:	ComparaDve	cost-effecDveness	
analyses:	Years	of	healthy	life	added?	
•  Disease	Control	PrioriDes	2
Wealth:	ComparaDve	cost-effecDveness	
analyses:	Net	present	value	analysis	
•  Copenhagen	Consensus	Center	‘Economist	Graph’
ComparaDve	cost-effecDveness	analyses:	Net	
present	value	analysis
ComparaDve	cost-effecDveness	analyses:	Net	
present	value	analysis?	
																											 	Net	present	value	per	dollar:	~$0.90
ComparaDve	cost-effecDveness	analyses:	Net	
present	value	analysis?	
																											 	Net	present	value	per	dollar:	~$0.90	
	
Deworming 	Net	present	value	per	dollar:	~$50		
	 	 	 	 	 	 	(Baird	et	al.	2012)
ComparaDve	cost-effecDveness	analyses:	Net	
present	value	analysis?	
																											 	Net	present	value	per	dollar:	~$0.90	
	
Deworming 	Net	present	value	per	dollar:	~$50		
	 	 	 	 	 	 	(Baird	et	al.	2012)	
	
Expected	Value	calculaDon:	
$50	*	2%	=	$1		->	sDll	beats	cash	transfer
How	do	you	find	informaDon?
Effec>ve	altruists…	
…	we	love	epistemic	rigor	and	high-quality	
evidence	
…	we	like	to	figure	out	where	we’re	wrong	
…	we’re	willing	to	change	our	minds	based	
on	good	evidence	and	solid	reasoning
scholar
Google scholar: deworming
Exercise: Google scholar
search and ITN analysis
• Micronutrient Deficiencies
• SMS reminders for vaccinations
• Prevention of HIV/AIDS
• Climate Change
• Your own favourite cause
• Find a new cause area
US Poverty Global poverty
Scale
46m on $20 per
day
1bn+ on $1 per
day
Neglectedness $900bn welfare $130bn aid
Solvability
Most interventions
don’t work
Cash transfers
work
Global Poverty vs US Poverty
Exercise: Google scholar
search and ITN analysis
Reading:
• https://80000hours.org/articles/
problem-framework
Importance:	Iodine	deficiency
Tractability:	Total	Addi>onal	Annual	Cost	
of	Achieving	90%	Coverage	with	Nutri>on	
Interven>ons	
Nutrition interventions Cost
Salt iodisation $68
Multiple micronutrient supplementation in pregnancy (includes iron-
folate)
$472
Calcium supplementation in pregnancy $1914
Energy-protein supplementation in pregnancy $972
Vitamin A supplementation in childhood $106
Zinc supplementation in childhood $1182
Breastfeeding promotion $653
Complementary feeding education $269
Complementary feeding supplementation $1359
Severe acute Malnutrition management $2563
64
scholar
What	is	a	natural	experiment?
Salt	IodizaDon	in	the	United	States	in	the	
1920s	and	influence	on	I.Q.	–	Feyrer	et	al.	
•  They	looked	at	data	from	2	million	parDcipants
1920:
1925:
1926:
Giving What We Can!
- ~2200 members have pledged
to donate to effective
organisations
- 800 million dollar pledges
- 10 Million Dollar donated
- 4 Million Dollar in the next
year
The “Giving What We Can” Pledge
•  “I recognise that I can use part of my income
to do a significant amount of good. Since I
can live well enough on a smaller income, I
pledge that for the rest of my life or until the
day I retire, I will give 10% percent of what I
earn to whichever organisations can most
effectively use it to improve the lives of
others mprove the lives of others, now and in
the years to come. I make this pledge freely,
openly, and sincerely.”
£50
£
£
£
£
1 year of
healthy life
100 children
dewormed
$ $ $ $ $ $ $ $ $
$
$
Save several lives=
=
1% for
students!!!!
MORE INFORMATION ON:
Website:
Blog:
Facebook:
Twitter:
givingwhatwecan.org
givingwhatwecan.org/blog
facebook.com/givingwhatwecan
twitter.com/givingwhatwecan
Thank You
Conclusion	
•  Use	the	ITN	Framework:	
•  Importance	
•  Tractable	
•  Neglected	
•  Cost-effecDve	
•  Use	Google	Scholar	
•  Click	the	cited	by	bukon	to	see	what	other	experts	have	to	say	about	a	topic	
•  Create	Alerts	for	your	favourite	topics	
•  Natural	experiments	are	cool
Malaria
Effective Altruism workshop_Hillebrandt
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