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Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great debt to the work of David G Blanchflower, Andrew Clark, Paul Frijters, and Justin Wolfers.
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Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Dec 17, 2015

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Page 1: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Happiness, Lottery Winners, and Your Heart

Andrew OswaldWarwick University

* Much of this work is joint with coauthor Nick Powdthavee. I also owe a great debt to the work of David G Blanchflower, Andrew Clark, Paul Frijters, and Justin Wolfers.

Page 2: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

I would like to address 3 issues.

Page 3: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#1

Page 5: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#2

Page 6: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#2

What actually happens to a person when they get a lot of money (say by winning the lottery)?

Page 7: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#3

Page 8: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#3

Could physiological measures, like heart rate and blood pressure, be used as proxies for well-being?

Page 9: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

So is modern society going in a good direction?

Page 10: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

So is modern society going in a good direction?

Are we getting happier?

Page 11: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

The Easterlin Paradox

Page 12: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Average Happiness and Real GDP per Capita for Repeated Cross-sections of Americans.

1.8

22.2

2.4

2.6

Mea

n H

app

iness

15

00

018

00

021

00

024

00

0R

eal G

DP

pe

r C

ap

ita

1975 1980 1985 1990 1995Year

Real GDP per Capita Mean Happiness

Page 13: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Life-Satisfaction Levels in European Nations

2.4

2.6

2.8

3

3.2

3.4

3.6

3.8

1974 1982 1990 1998 2006

ItalyIrelandGermanyNetherlands

Page 14: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

What kind of data do we use in research on well-being?

Page 15: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

The types of sources

British Household Panel Study (BHPS)German Socioeconomic PanelAustralian HILDA PanelGeneral Social Survey of the USAEurobarometer SurveysLabour Force Survey from the UKWorld Values SurveysNCDS 1958 cohort

Page 16: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Various statistical methods

Page 17: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some cheery news:

Page 19: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

The distribution of life-satisfaction levels among British people

0

5

10

15

20

25

30

35

Per

cen

tag

e o

f P

op

ula

tio

n

1 2 3 4 5 6 7

Self-rated Life Satisfaction

Source: BHPS, 1997-2003. N = 74,481

Page 20: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But obviously life is a mixture of ups and downs

Page 21: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Statistically, wellbeing in panels is strongly correlated with life events

..good and bad.

Page 22: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Big effects

Unemployment

Divorce

Marriage

Bereavement

Friendship networks

Health

[No effects from children]

Page 23: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Happiness is also U-shaped over the life course

Page 24: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

The pattern of a typical person’s happiness through life

4.9

5.0

5.1

5.2

5.3

5.4

5.5

5.6

15-20 21-30 31-40 41-50 51-60 61-70Age group

Ave

rag

e li

fe s

atis

fact

ion

sco

re

Page 25: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

This holds in various settings

Page 26: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

This holds in various settings

For example, we see the same age pattern in mental health among a recent sample of 800,000 UK citizens:

[Blanchflower and Oswald, Social Science & Medicine, 2008]

Page 27: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

The probability of depression by ageMales, LFS data set 2004-2006

-0.01

-0.005

0

0.005

0.01

0.015

0.02

1938 1942 1946 1950 1954 1958 1962 1966 1970 1974 1978 1982 1986 1990

Year of birth

Reg

ress

ion

co

effi

cien

t

Page 28: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

-0.014

-0.012

-0.01

-0.008

-0.006

-0.004

-0.002

0

0.002

1942 1946 1950 1954 1958 1962 1966 1970 1974 1978 1982 1986 1990

Depression by age among females: LFS data 2004-2006Q2

Year of birth

Reg

ress

ion

co

effi

cien

t

Page 29: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Now what about money?

Page 30: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Now what about money?

The data show that richer people are happier and healthier.

Page 31: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

For example

Di Tella et al REStats 2003 and Luttmer QJE 2005 show income is monotonic in happiness equations for 11 industrial countries.

Page 32: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But is there really good causal evidence?

One recent attempt (Gardner-Oswald, Journal of Health Economics

2007):

Page 33: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Studying windfalls is one approach:-

.

Page 34: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

So what happens to someone who gets a largish lottery win?

Page 35: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Remarkably

There is no immediate effect on well-being as measured by happiness or financial satisfaction.

Page 36: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

In our data

Strikingly, even the person who receives the equivalent of 1 million US dollars reports a fall, in time t1, in financial satisfaction (ie. satisfaction with the household’s income).

Page 37: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But, after three years, a large effect on satisfaction suddenly becomes apparent.

Page 38: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Making sense of it all

Page 39: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Lottery wins raise mental well-being

Page 40: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But the puzzle remains

Page 41: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But the puzzle remains

There is a delay.

The longitudinal lottery work finds the effect of a win takes one to two years to show up in mental well-being scores.

Page 42: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Where will research head in the future?

Page 43: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

An interesting border is between happiness and medicine

• Is it possible that we can find physiological correlates with human well-being?

• Perhaps to broaden the standard policy goal of GDP?

Page 44: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some of our latest work:

Statistical links between the heart and income and happiness.

Page 45: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

To clinicians

High blood pressure is potentially a sign of mental strain and low well-being

Page 46: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some regression evidence

Page 47: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some regression evidence

When we estimate a life-satisfaction equation

LS = f (high blood pressure, control variables)

Hypertension enters negatively in a 10,000 sample from NCDS cohort and a 15,000 sample from Eurobarometers

Page 48: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

But how about high blood pressure as a national measure of well-being?

Page 49: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Across nations, hypertension and happiness are inversely correlated

(Blanchflower and Oswald, forthcoming, Journal of Health Economics)

0

10

20

30

40

50

Figure 2.The Inverse Correlation Between Hypertension and Life

Satisfaction: 16 European Nations Aggregated into Quartiles

Countries in the Countries in the lowest quartile highest quartile of blood-pressure of blood-pressure

IrelandDenmarkN'LandsSweden

SpainFranceLuxUK Austria

ItalyBelgiumGreece

E. GermanyW. GermanyPortugalFinland

P

erce

nta

ge o

f citi

zens

ver

y sa

tisfie

d w

ith t

heir

live

s

Per

cent

age

of c

itiz

ens

very

sat

isfi

ed w

ith

thei

r li

ves

Page 50: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some of our latest work:

Page 51: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

It is known that heart rate rises under stress.

Page 52: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Pulse and Money

We find that for every extra £30,000 a year, heart rate is 1 beat a minute slower.

Page 53: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

We draw a random sample of 80,000 British individuals, and study their resting heart rates.

Page 54: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Heart-Rate Equations

Page 55: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Status and happiness may be protective.

Success may increase lifespan.

Page 56: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Two Studies of ‘Winners’

Page 57: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Two Studies of ‘Winners’

#1 Redelmeier and Singh, Annals of Internal Medicine, 2001

Oscar winners live 4 years longer than those merely nominated.

Page 59: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

We took data on

Page 60: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

We took data on

All science Nobellists and all nominees between 1901 and 1850.

Two kinds of test:

(i) Matching test

(ii) Hazard models with time-varying covariates

Page 61: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

We also looked for effects of income from the Nobel Prize

Page 62: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

1-2 extra years

There does seem a longevity difference between winners and mere nominees. [No income effect]

Even with the corrections for immortal time bias that we attempted.

Page 63: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

So there is much to be understood about the mind-health links.

Page 64: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Some speculations to end:

Page 65: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#1 In the next century, new measures of human well-being will probably be required.

Page 66: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#2 As social scientists, we need to understand better the connections between mental and physical health.

Page 67: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#3 Heart-rate and blood pressure data have particular potential.

Page 68: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

#4 Social scientists will, I believe, collaborate more with doctors and epidemiologists.

Page 69: Happiness, Lottery Winners, and Your Heart Andrew Oswald Warwick University * Much of this work is joint with coauthor Nick Powdthavee. I also owe a great.

Happiness, Lottery Winners, and Your Heart

Andrew OswaldWarwick University

Papers downloadable at www.andrewoswald.com

* Much of this work is joint with coauthor Nick Powdthavee. I also owe a great debt to the work of David G Blanchflower, Andrew Clark, Paul Frijters, and Justin Wolfers.