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Why doctors don’t
do much good, and
how you can do
more
Dr Gregory Lewis
EA Global Oxford
20/11/2016
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Peregrinations
7. Where to go next
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Peregrinations
7. Where to go next
Photo credit: Wendy Darling
Lewis (2006)
I want to study medicine because of a
desire I have to help others, and so the
chance of spending a career doing
something worthwhile I can’t resist. Of
course, Doctors don’t have a monopoly
on altruism, but I believe the attributes
I have lend themselves best to
medicine, as opposed to all the other
work I could do instead.
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Other peregrinations
7. Where to go next
Source: Clio-Infra Project
Source: Max Roser
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Other peregrinations
7. Where to go next
McKeown (1977)
McKinlay and McKinlay (1979)
Excursus: QALYs
Source: Wikipedia
Bunker’s approach
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #2 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #3 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #1 most commonly
used medical intervention
Trial data for length and quality of
life benefits for #n most commonly
used medical intervention
Total impact of medicine
Bunker’s bottom line
5 Years extended lifespan 5 QALYs
5 Years ‘free from disability’ 2.5 QALYs
0.5 Years lost (medical error) - 0.5 QALYs
Grand total 7 QALYs
Average ‘per person benefit’ in the US
‘Per person’ QALY benefit 7
Number of people in UK ~ 62.6 million
Number of doctors in UK ~ 172 000
Impact per doctor 2250 QALYs
(~~ 2 lives saved
each year)
‘Saving a life’ ~ 30 QALYs, career of 40 years
Making a difference?
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Other peregrinations
7. Where to go next
A Global natural experiment
Data: WHO
DALY ~
‘inverse QALY
More marginal marginal
returns…
𝑦 =
5 × 106
8.96 + 𝑥
+ 25060
DALYs @ UK Docs (289 / 100k) =
26738
DALYs @ UK Docs +1 =
26732
Impact of another UK doctor ~ 6
DALYs per year, ~ 240 per career
But confounding factors!
Doctors Health
Sanitation
Wealth
Education
But confounding factors!
Doctors Health
Sanitation
Wealth
Education
Even more marginal returns
Variable Coefficient Standard error P value
(Intercept) 133023.51 22058.14 <0.001
Doctors 11856.29 13103.49 0.387
Education -459.89 81.18 <0.001
Wealth -3762.00 1657.70 0.037
Sanitation -63.02 42.46 0.140
Inequality 17.78 155.72 0.910
UK doctors per capita (289) Marginal DALY
response in the UK
for one more doctor:
2.63
(- 3.93 to 9.08)
~ 105 DALYs per
career
Still an overestimate?
Effective impact
How much good do doctors do?
Method D/QALYs
Bunker 2250
( 80 lives)
Scatterplot 240
(8 lives)
Regression 105
(4 lives)
Statistical rigour
True value even lower?
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Peregrinations
7. Where to go next
~40% of world at $2
a day
Me! (ish)
Average UK doctor
Life-saving estimates
AMF (Givewell)
~~ $78/DALY
Chequebook > Stethoscope
/ Cost per AMF QALY (£64) = 4375 QALYs
40 years * 10% of £70000 = £280 000
~ 45x my ‘direct’ work over this period
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Peregrinations
7. Where to go next
Does specialty count?
Medicine probably isn’t really inefficient
What about working abroad?
UK doctors per capita (289)
Angola doctors per capita (8)
Maybe 10 – 100x
the impact in the
UK.
(But much more
heroic than giving
10%!)
Being really good?
How many ‘10x’ doctors?
Outline
1. Introduction
2. Contours of health and disease
3. What does medicine contribute?
4. My research
5. A comparison to charitable giving
6. Peregrinations
7. Where to go next
Maxims for maximising
medical munificence
1. You can’t make a big difference
one patient at a time.
2. Almost all medical careers that
make a big difference are going to
be unconventional.
Strong candidates:
1. Medical research
2. Public health
3. Management
4. Something else (?Outside medicine)
‘EA Medicine’ google group
https://groups.google.com/forum/#!forum/ea-medicine
Lewis (2016)
Giving around 30% (should be more!)
Year 1: About £10 000
~ 160 QALYs
(So probably more good than my
future medical career)
Now a Public Health academic Doc.
To close
1. The pretty modest impact of
medical careers is bad news for
doctors; the very immodest impact
of charity is good news for
everyone!
2. Common sense is not always a good
guide for what to do with your life.
3. You can make a big difference
Thanks! Any questions?

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Why doctors don't do much good, and how you can do more

  • 1. Why doctors don’t do much good, and how you can do more Dr Gregory Lewis EA Global Oxford 20/11/2016
  • 2. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Peregrinations 7. Where to go next
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  • 4. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Peregrinations 7. Where to go next
  • 6. Lewis (2006) I want to study medicine because of a desire I have to help others, and so the chance of spending a career doing something worthwhile I can’t resist. Of course, Doctors don’t have a monopoly on altruism, but I believe the attributes I have lend themselves best to medicine, as opposed to all the other work I could do instead.
  • 7. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Other peregrinations 7. Where to go next
  • 10. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Other peregrinations 7. Where to go next
  • 14. Bunker’s approach Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #2 most commonly used medical intervention Trial data for length and quality of life benefits for #3 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #1 most commonly used medical intervention Trial data for length and quality of life benefits for #n most commonly used medical intervention Total impact of medicine
  • 15. Bunker’s bottom line 5 Years extended lifespan 5 QALYs 5 Years ‘free from disability’ 2.5 QALYs 0.5 Years lost (medical error) - 0.5 QALYs Grand total 7 QALYs Average ‘per person benefit’ in the US
  • 16. ‘Per person’ QALY benefit 7 Number of people in UK ~ 62.6 million Number of doctors in UK ~ 172 000 Impact per doctor 2250 QALYs (~~ 2 lives saved each year) ‘Saving a life’ ~ 30 QALYs, career of 40 years
  • 18. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Other peregrinations 7. Where to go next
  • 19. A Global natural experiment Data: WHO DALY ~ ‘inverse QALY
  • 20. More marginal marginal returns… 𝑦 = 5 × 106 8.96 + 𝑥 + 25060 DALYs @ UK Docs (289 / 100k) = 26738 DALYs @ UK Docs +1 = 26732 Impact of another UK doctor ~ 6 DALYs per year, ~ 240 per career
  • 21. But confounding factors! Doctors Health Sanitation Wealth Education
  • 22. But confounding factors! Doctors Health Sanitation Wealth Education
  • 23. Even more marginal returns Variable Coefficient Standard error P value (Intercept) 133023.51 22058.14 <0.001 Doctors 11856.29 13103.49 0.387 Education -459.89 81.18 <0.001 Wealth -3762.00 1657.70 0.037 Sanitation -63.02 42.46 0.140 Inequality 17.78 155.72 0.910
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  • 27. UK doctors per capita (289) Marginal DALY response in the UK for one more doctor: 2.63 (- 3.93 to 9.08) ~ 105 DALYs per career
  • 30. How much good do doctors do? Method D/QALYs Bunker 2250 ( 80 lives) Scatterplot 240 (8 lives) Regression 105 (4 lives) Statistical rigour True value even lower?
  • 31. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Peregrinations 7. Where to go next
  • 32. ~40% of world at $2 a day Me! (ish) Average UK doctor
  • 34. Chequebook > Stethoscope / Cost per AMF QALY (£64) = 4375 QALYs 40 years * 10% of £70000 = £280 000 ~ 45x my ‘direct’ work over this period
  • 35. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Peregrinations 7. Where to go next
  • 36. Does specialty count? Medicine probably isn’t really inefficient
  • 37. What about working abroad? UK doctors per capita (289) Angola doctors per capita (8) Maybe 10 – 100x the impact in the UK. (But much more heroic than giving 10%!)
  • 39. How many ‘10x’ doctors?
  • 40. Outline 1. Introduction 2. Contours of health and disease 3. What does medicine contribute? 4. My research 5. A comparison to charitable giving 6. Peregrinations 7. Where to go next
  • 41. Maxims for maximising medical munificence 1. You can’t make a big difference one patient at a time. 2. Almost all medical careers that make a big difference are going to be unconventional.
  • 42. Strong candidates: 1. Medical research 2. Public health 3. Management 4. Something else (?Outside medicine)
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  • 44. ‘EA Medicine’ google group https://groups.google.com/forum/#!forum/ea-medicine
  • 45. Lewis (2016) Giving around 30% (should be more!) Year 1: About £10 000 ~ 160 QALYs (So probably more good than my future medical career) Now a Public Health academic Doc.
  • 46. To close 1. The pretty modest impact of medical careers is bad news for doctors; the very immodest impact of charity is good news for everyone! 2. Common sense is not always a good guide for what to do with your life. 3. You can make a big difference