69
A Brief Overview of Life Course Epidemiology Siobhan C. Maty, PhD, MPH Western Oregon University [email protected] April 8, 2013 Oregon Life Course Network Meeting

A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

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Page 1: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

A B

rief O

verv

iew

of

Li

fe C

ours

e E

pide

mio

logy

Siobhan C. Maty, PhD, MPH

Western Oregon University

[email protected]

April 8, 2013

Oregon Life Course Network Meeting

Page 2: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

WH

AT

is A

Life

Cou

rse?

Page 3: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse,

Spa

n or

Cyc

le

•Li

fe S

pan/

Life

Cou

rse–

Con

cept

that

dev

elop

men

t and

agin

g fo

rm a

con

tinuo

us p

roce

ss fr

om b

irth

to d

eath

•Li

fe C

ycle

-a

seri

es o

f dis

tinct

, bou

nded

life

sta

ges

that

are

soci

ally

or

biol

ogic

ally

det

erm

ined

•A

ll ha

ve a

long

-ter

m, m

ultil

evel

, con

text

ual,

and

dyna

mic

vie

w o

f agi

ng

Kuh

D, e

t al.

JEC

H,

2003

Page 4: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Spa

n

•Li

fe-s

pan

theo

ries

dra

w a

tten

tion

to th

e le

ngth

of t

he li

fe o

f an

indi

vidu

alan

d to

the

idea

that

pr

oces

ses

and

traj

ecto

ries

of

deve

lopm

ent a

nd a

ging

are

life

long

•Li

fe-s

pan

rese

arch

ers

are

inte

rest

ed p

rim

arily

in u

nder

stan

ding

mic

ro-l

evel

(en

doge

nous

) pr

oces

ses

with

in th

e ag

ing

indi

vidu

al (

e.g.

, the

agi

ng b

rain

and

min

d)

Fro

m F

ulle

r-Ig

lesi

as H

et a

l. A

nn

Rev

Ger

on

tolo

gy

& G

eria

tric

s, 2

00

9

Page 5: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

•Li

fe c

ours

e th

eori

es, i

n co

ntra

st,

diff

eren

tiat

e be

twee

n

subg

roup

s in

soc

iety

and

focu

s on

the so

cial

pat

hway

s th

at

defin

e th

e se

quen

ce o

f eve

nts,

tran

sitio

ns, r

oles

, and

exp

erie

nces

in th

e liv

es o

f ind

ivid

uals

•Li

fe c

ours

e re

sear

cher

s ty

pica

lly a

naly

ze m

acro

-lev

el

(exo

geno

us)

proc

esse

s th

at c

hara

cter

ize

the

influ

ence

of g

roup

s,

orga

niza

tions

, and

inst

itutio

ns o

n th

e in

divi

dual

s w

ithin

them

Fro

m F

ulle

r-Ig

lesi

as H

et a

l. A

nn

Rev

Ger

on

tolo

gy

& G

eria

tric

s, 2

00

9

Page 6: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Fro

m F

ulle

r-Ig

lesi

as H

et a

l. A

nn

Rev

Ger

on

tolo

gy

& G

eria

tric

s, 2

00

9

Page 7: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Prin

cipl

es

Page 8: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

es o

f Life

Cou

rse

The

ory

Hu

man

Dev

elo

pm

ent

and

Ag

ing

as

Life

-Lo

ng

Pro

cess

Lin

ked

Live

s

Hu

man

Ag

ency

inC

on

stra

ined

S

ituat

ion

s Live

s in

Tim

e an

dP

lace

Tim

ing

inLi

ves

Eld

er G

, 2

00

3

Page 9: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

e of

Life

-Lon

g D

evel

opm

ent

Hum

an d

evel

opm

ent a

nd a

ging

are

lifel

ong

proc

esse

s.

Eld

er G

, 2

00

3

Page 10: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

e of

Hum

an A

genc

y

Indi

vidu

als

cons

truc

t the

ir o

wn

life

cour

se th

roug

h th

e

choi

ces

and

actio

ns th

ey ta

ke w

ithin

the

oppo

rtun

ities

and

cons

trai

nts

of h

isto

ry a

nd s

ocia

l cir

cum

stan

ces.

Eld

er G

, 2

00

3

Page 11: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

e of

His

toric

al

Tim

e an

d P

lace

The

life

cou

rse

of in

divi

dual

s is

em

bedd

ed in

and

shap

ed b

y th

e hi

stor

ical

tim

es a

nd p

lace

s th

ey

expe

rien

ce o

ver

thei

r lif

etim

e.

Eld

er G

, 2

00

3

Page 12: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

e of

Tim

ing

in L

ives

The

dev

elop

men

tal i

mpa

ct o

f a s

ucce

ssio

n of

life

tran

sitio

ns o

r ev

ents

is c

ontin

gent

on

whe

n th

ey o

ccur

in

a pe

rson

’s li

fe.

Eld

er G

, 2

00

3

Page 13: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Prin

cipl

e of

Lin

ked

Live

s

Live

s ar

e liv

ed in

terd

epen

dent

ly, a

nd s

ocia

l and

his

tori

cal

influ

ence

s ar

e ex

pres

sed

thro

ugh

this

net

wor

k of

sha

red

rela

tions

hips

.

Eld

er G

, 2

00

3

Page 14: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Em

bodi

men

t and

Em

bedd

ing

Page 15: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Und

er th

e S

kin

•E

xper

ienc

e m

ost d

efin

itely

doe

s ge

t und

er th

e sk

in a

nd is

expr

esse

d at

all

leve

ls, f

rom

gen

e ex

pres

sion

to b

ehav

ior.

Her

tzm

an C

, Bo

yce

T. H

ow

exp

erie

nce

get

s u

nd

er th

e sk

in to

cre

ate

gra

die

nts

in d

evel

op

men

tal h

ealth

. A

nnu

Rev

Pub

lic

Hea

lth.

20

10

;31:

329

–34

7.

Page 16: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Wha

t we

obse

rve

as a

bio

logi

cal,

psyc

holo

gica

l, be

havi

oral

or s

ocia

l cha

ract

eris

tic o

f an

indi

vidu

al r

epre

sent

s bo

th

som

e in

here

nt p

redi

spos

ition

and

the

way

s in

whi

ch th

e

tota

l env

iron

men

t has

bee

n “e

mbo

died

” in

to a

n in

divi

dual

’s

body

func

tions

or

stru

ctur

es fr

om c

once

ptio

n on

war

ds

Em

bodi

men

t

Krie

ger

N,

2000

Page 17: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bio

logi

cal E

mbe

ddin

g•

Pro

cess

whe

re e

arly

life

exp

erie

nces

influ

ence

key

bio

logi

cal

syst

ems

over

the

long

term

to p

rodu

ce s

ocia

l gra

dien

ts

•B

iolo

gica

l em

bedd

ing

occu

rs w

hen:

–E

xper

ienc

e ge

ts u

nder

the

skin

and

alte

rs h

uman

bio

logi

cal

proc

esse

s;

–S

yste

mat

ic d

iffer

ence

s in

exp

erie

nce

in a

soc

ially

pa

rtiti

oned

env

iron

men

t lea

d to

diff

eren

t bio

-de

velo

pmen

tal s

tate

s;

–T

he d

iffer

ence

s ar

e st

able

and

long

term

; and

–T

hese

diff

eren

ces

influ

ence

hea

lth, w

ell-

bein

g, le

arni

ng,

and/

or b

ehav

ior

over

the

life

cour

se.

Her

tzm

an C

, B

oyc

e T

. Ho

w e

xper

ienc

e ge

ts u

nder

the

sk

in t

o c

reat

e gr

adie

nts

in d

evel

op

men

tal h

ealth

. A

nnu

Rev

Pub

lic

Hea

lth.

20

10

;31

:32

9–3

47.

Page 18: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bio

logi

cal E

mbe

ddin

g“C

andi

date

sys

tem

s” p

hysi

olog

ical

func

tions

link

the

soci

al

envi

ronm

ent t

o as

pect

s of

hum

an b

iolo

gy th

at h

ave

the

capa

city

to

embe

d an

d in

fluen

ce th

e re

st o

f the

life

cou

rse:

1.H

ypot

halm

ic-P

ituita

ry-A

dren

al (

HP

A)

axis

and

its

acco

mpa

nyin

g se

cret

ion

of c

ortis

ol;

2.A

uton

omic

ner

vous

sys

tem

(A

NS

) in

ass

ocia

tion

with

ep

inep

hrin

e an

d no

repi

neph

rine

;

3.T

he d

evel

opm

ent o

f mem

ory,

att

entio

n, a

nd o

ther

exe

cutiv

e fu

nctio

ns in

the

pref

ront

al c

orte

x; a

nd

4.T

he s

yste

ms

of s

ocia

l affi

liatio

n in

volv

ing

high

er-o

rder

ce

rebr

al c

onne

ctio

ns, m

edia

ted

by s

erot

onin

and

oth

er

horm

ones

.H

ertz

man

C,

Bo

yce

T. H

ow

exp

erie

nce

gets

und

er t

he

skin

to

cre

ate

grad

ient

s in

dev

elo

pm

enta

l hea

lth.

Ann

u R

ev P

ubli

c H

ealt

h.2

01

0;3

1:3

29

–34

7.

Page 19: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Per

spec

tives

Page 20: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

The

Life

Cou

rse

Per

spec

tive

•E

xam

ines

the

expe

rien

ces

of h

uman

life

from

beg

inni

ng to

end

•R

ecog

nize

s th

at th

e di

vers

ity o

f ind

ivid

ual e

xper

ienc

e is

co

nstr

aine

d by

her

/his

loca

tion

in th

e so

cial

str

uctu

re

•In

corp

orat

es fr

amew

ork

of c

hang

ing

soci

al a

nd in

stitu

tiona

l st

ruct

ures

in r

elat

ion

to in

divi

dual

s

•C

ontr

ibut

es to

und

erst

andi

ng, a

t the

pop

ulat

ion

or g

roup

leve

l, th

e ro

les

of ag

e st

rati

fica

tion

, coh

ort a

nd h

isto

rica

l per

iod

effe

cts,

and

the

accu

mul

atio

n of

(in

)equ

alit

ies

over

tim

e

Fro

m A

nd

res

L et

al.

J Y

ou

th S

tud

ies,

20

08

Page 21: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Per

spec

tive

Lu M

C,

Hal

fon

N.

Rac

ial a

nd

eth

nic

dis

par

ities

in b

irth

out

com

es: a

life

-co

urs

e p

ersp

ectiv

e.M

ater

n C

hild

Hea

lth J

. 20

03

;7:1

3-3

0.

Page 22: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

App

roac

h

A li

fe c

ours

e ap

proa

ch o

ffers

a w

ay to

con

cept

ualiz

e ho

w

unde

rlyi

ng s

ocio

-env

iron

men

tal d

eter

min

ants

of h

ealth

,

expe

rien

ced

at d

iffer

ent l

ife c

ours

e st

ages

, can

diff

eren

tially

influ

ence

the

deve

lopm

ent o

f chr

onic

dis

ease

s, a

s m

edia

ted

thro

ugh

prox

imal

spe

cific

bio

logi

cal p

roce

sses

Fro

m L

ynch

JW

an

d D

avey

Sm

ith G

, 2

00

5

Page 23: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Epi

dem

iolo

gy

Page 24: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Epi

dem

iolo

gy•

WH

AT

it IS

•…

”the

stu

dy o

f the

long

-ter

m

effe

cts

on c

hron

ic d

isea

se r

isk

of

phys

ical

and

soc

ial e

xpos

ures

du

ring

ges

tatio

n, c

hild

hood

, ad

oles

cenc

e, y

oung

adu

lthoo

d an

d la

ter

adul

t life

. It

incl

udes

stu

dies

of

the

bio

logi

cal,

beha

vior

al a

nd

psyc

hoso

cial

pat

hway

s th

at

oper

ate

acro

ss a

nd in

divi

dual

’s

life

cour

se, a

s w

ell a

s ac

ross

ge

nera

tions

, to

influ

ence

the

deve

lopm

ent o

f chr

onic

dis

ease

s.”•

WH

AT

it IS

N’T

•“M

erel

y th

e co

llect

ion

of e

xpos

ure

data

acr

oss

the

life

cour

se is

not

sy

nony

mou

s w

ith a

life

co

urse

mod

el o

f dis

ease

ca

usat

ion.

•(B

en-

Shl

omo

and

Kuh

, 200

2)

Ko

enen

K,

et a

l

Page 25: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Epi

dem

iolo

gy

•W

HA

T

–P

opul

atio

n-ba

sed

–D

raw

s on

mul

tiple

dis

cipl

inar

y pe

rspe

ctiv

es

–E

leva

tes

the

dim

ensi

on o

f tim

e

–C

once

rned

with

dyn

amic

inte

ract

ions

bet

wee

n pe

rson

and

envi

ronm

ent

Koe

nen

K, e

t al

Page 26: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Epi

dem

iolo

gy•

WH

Y

–S

tatic

app

roac

hes

of ‘m

oder

n ep

idem

iolo

gy’ (

case

-con

trol

stud

ies,

for

exam

ple)

may

obs

cure

etio

logi

c pr

oces

ses

and

inte

rven

tion

poin

ts

–D

isea

se r

isk

begi

ns e

arly

in li

fe a

nd a

ccum

ulat

es o

ver

time

–T

raje

ctor

ies

of r

isk

initi

ated

as

earl

y as

con

cept

ion

•H

OW

–D

esig

n: s

tudy

per

sons

ove

r tim

e ac

ross

set

tings

–M

easu

res:

dev

elop

men

tally

sen

sitiv

e an

d ap

prop

riat

e

–A

naly

sis:

traj

ecto

ries,

tim

ing

Koe

nen

K, e

t al

Page 27: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Pol

itica

l Eco

nom

yIn

stitu

tions

Dis

crim

inat

ion

Cul

ture

His

tory

Stru

ctur

alM

acro

soci

al

Fac

tors

Gen

etic

s H

uman

Bio

logy

Pat

holo

gica

l Bio

mar

kers

Gen

etic

Cha

ract

eris

tics

Pat

hobi

olog

y

Lif

e co

urse

Hea

lth S

tatu

s

Indi

vidu

al

Cha

ract

eris

tics

Soc

ioec

onom

ic Beh

avio

ural

Psy

chos

ocia

l

Pro

xim

al S

ocia

l C

onne

ctio

nsF

amily

Frie

nds

Dis

tal S

ocia

l C

onne

ctio

nsN

eigh

borh

ood

Com

mun

ity

Lync

h JW

, 200

0

Hea

lth S

tatu

s

Wor

kW

ork

Con

cept

ion

De

ath

Page 28: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Con

cept

ual M

odel

s in

Li

fe C

ours

e E

pide

mio

logy

Page 29: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Mod

els

LIF

E C

OU

RS

E M

OD

EL

NO

TE

CR

ITIC

AL

PE

RIO

D M

odel

sF

ocus

on

impo

rtan

ce o

f tim

ing

of e

xpos

ure

�W

ith o

r w

itho

ut l

ater

-life

ris

k fa

cto

rs

�W

ith la

ter-

life

effe

ct m

od

ifier

s

AC

CU

MU

LAT

ION

of R

ISK

Mod

els

Foc

us o

n th

e im

port

ance

of

expo

sure

ove

r tim

e an

d th

e se

quen

ce o

f exp

osur

e

�W

ith in

dep

end

ent a

nd

un

corr

elat

ed

insu

lts

�W

ith c

orr

elat

ed in

sults

‒R

isk

clu

ster

ing

‒C

hai

ns

of r

isk

with

ad

diti

ve o

r tr

igg

er e

ffect

s

Fro

m L

ynch

JW

, Dav

ey S

mith

G, 2

005

and

B

en-S

hlom

o Y,

Kuh

D, 2

002

Page 30: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Crit

ical

Per

iod

Fro

m L

ynch

JW

, 20

02

Page 31: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Weeks

Mon

ths

Years

Deca

des

Formation of New Cells

Int

raut

erine

Inf

anc

y C

hildhoo

d Adolesc

enc

e A

dulth

ood

Birth

Bra

inGut

Liver

Kidne

ySkin

End

ocrine

Gland

s

Fat

Mus

cle

Crit

ical

Per

iods

of C

ell D

evel

opm

ent

Fro

m L

ynch

JW

, 200

2

Page 32: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bar

ker

DJP

. Dev

elop

men

tal o

rigin

s of

chr

onic

dis

ease

. P

ublic

Hea

lth.

2012

;126

:18

5-18

9.

Page 33: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

�C

ritic

al P

erio

d M

odel

sem

phas

ize

timin

g of

exp

osur

e

�E

xpos

ure

at a

spe

cific

per

iod

in li

fe c

ours

e ca

n ha

ve la

stin

g ef

fect

s on

the

stru

ctur

e or

func

tion

of o

rgan

s, ti

ssue

s an

d bo

dy

syst

ems

‒A

lso

calle

d ‘B

iolo

gica

l Pro

gram

min

g’ o

r ‘L

aten

cy M

odel

‒B

asis

of “

Dev

elop

men

tal O

rigi

ns o

f Adu

lt D

isea

se”

hypo

thes

is

�E

XA

MP

LES

:

‒Li

mb

deve

lopm

ent i

n re

latio

n to

mat

erna

l tha

lidom

ide

use

‒F

ract

ure

acro

ss th

e ep

iphy

sis

(gro

wth

pla

te)

whe

n bo

ne is

gr

owin

g du

ring

chi

ldho

od a

nd a

dole

scen

ce

Life

Cou

rse

Mod

els:

CR

ITIC

AL

PE

RIO

D

Fro

m L

ynch

JW

and

Dav

ey S

mith

G,

20

05

Page 34: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

�Te

rm ‘C

ritic

al P

erio

d’ u

sual

ly r

eser

ved

for

expo

sure

s oc

curr

ing

duri

ng k

now

n pe

riod

s of

una

ltera

ble

biol

ogic

al d

evel

opm

ent.

�In

sults

can

affe

ct s

truc

ture

or

func

tion

or b

oth

�C

ompe

nsat

ory

func

tiona

l effe

cts

may

hid

e st

ruct

ural

lim

itatio

ns

�E

ffect

s of

insu

lts d

urin

g cr

itica

l per

iod

may

onl

y be

com

e ‘c

ritic

al’ f

or th

ose

who

exp

erie

nce

som

e ot

her

expo

sure

(s)

Life

Cou

rse

Mod

els:

CR

ITIC

AL

PE

RIO

D

Fro

m L

ynch

JW

an

d D

avey

Sm

ith G

, 2

00

5

Page 35: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Mor

talit

y fr

om C

oron

ary

Hea

rt D

isea

se in

15,

726

Men

and

Wom

en in

Her

tford

shire

.

Bar

ker

DJP

. Dev

elop

men

tal o

rigin

s of

chr

onic

dis

ease

. P

ublic

Hea

lth.

2012

;126

:18

5-18

9.

Page 36: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

�S

EN

SIT

IVE

Per

iod

Mod

els

-Per

iod

of t

ime

whe

n an

ex

posu

re(s

) ha

s a

stro

nger

effe

ct (

posi

tive

or n

egat

ive)

on

dise

ase

risk

or

deve

lopm

ent t

han

at o

ther

tim

es

�O

utsi

de o

f thi

s de

velo

pmen

tal p

erio

d, th

e ef

fect

of t

he

part

icul

ar e

xpos

ure

will

be

wea

ker

�In

fluen

ce o

f the

se e

xpos

ures

may

be

mod

ified

by

late

r-lif

e ex

posu

res

�E

XA

MP

LES

:

‒P

over

ty d

urin

g pe

riod

s of

impo

rtan

t chi

ldho

od s

ocia

l tr

ansi

tions

suc

h as

sch

ool e

ntry

‒E

nerg

y im

bala

nce

and

over

wei

ght j

ust p

rior

to p

uber

ty

Life

Cou

rse

Mod

els:

CR

ITIC

AL

PE

RIO

D

Fro

m K

uh D

, et

al.,

20

03

Page 37: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Fro

m F

all C

HD

, 200

5, B

NF

Page 38: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Acc

umul

atio

n of

Ris

k

Fro

m L

ynch

JW

, 20

02

Page 39: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Hea

lth-R

elat

ed E

xpos

ures

O

ver

the

Life

cour

se

In-u

tero

Chi

ldho

od

Ado

lesc

ence

Adu

lthoo

d

Old

er A

ge

Fet

al n

utrit

ion,

Infe

ctio

n, P

re-n

atal

Car

e

Bre

ast F

eedi

ng, C

hild

Die

t, S

afet

y

Phy

sica

l Act

ivity

Sub

stan

ce A

buse

, Vio

lenc

e

Soc

ial R

elat

ions

hips

Wor

k E

nviro

nmen

ts

Fro

m L

ynch

JW

, 200

2

Page 40: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Mod

els:

A

CC

UM

ULA

TIO

N o

f RIS

K

�A

ccum

ulat

ion

of R

isk

Mod

elsfo

cus

on th

e to

tal a

mou

nt

and/

or s

eque

nce

of e

xpos

ure

•E

xpos

ures

or

insu

lts g

radu

ally

acc

umul

ate

thro

ugh

epis

odes

of

illn

ess

and

inju

ry, a

dver

se e

nvir

onm

enta

l con

ditio

ns, a

nd

heal

th d

amag

ing

beha

vior

s

•A

ccum

ulat

ion

of d

iffer

ent t

ypes

of n

egat

ive

expo

sure

s (e

.g.,

envi

ronm

enta

l, so

cioe

cono

mic

, and

beh

avio

ral)

may

ca

use

long

term

dam

age

Fro

m L

ynch

JW

and

Dav

ey S

mith

G,

20

05

Page 41: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Mod

els:

AC

CU

MU

LAT

ION

of R

ISK

�D

ose-

Res

pons

e

‒H

ealth

dam

age

incr

ease

s w

ith d

ura

tion

an

d/o

r n

um

ber

of d

etrim

enta

l ex

po

sure

s

‒E

xam

ple

: A

dd

itive

eff

ects

of e

xper

ien

cing

low

so

cio

eco

nom

ic p

osi

tion

acro

ss d

iffer

ent l

ife s

tag

es in

fluen

ce r

isk

of a

du

lt h

ealth

ou

tco

mes

�C

lust

erin

g of

Exp

osur

es

‒E

xam

ple

: C

hild

ren

fro

m p

oo

rer

soci

oec

on

omic

bac

kgr

ound

s ar

e m

ore

lik

ely

to b

e o

f lo

w b

irth

wei

gh

t, h

ave

po

ore

r d

iets

, mo

re e

xpo

sed

to

pas

sive

sm

oki

ng

an

d h

ave

few

er o

pp

ort

uniti

es fo

r p

hys

ical

act

ivity

�C

hain

s of

Ris

k

‒O

ne

neg

ativ

e ex

po

sure

incr

ease

s th

e su

bse

que

nt r

isk

of a

no

ther

‒E

xam

ple

: B

eco

min

g o

verw

eig

ht in

ch

ildh

oo

d m

ay c

aus

e re

du

ced

p

hys

ical

act

ivity

in a

do

lesc

ence

Fro

m L

ynch

JW

and

Dav

ey S

mith

G,

20

05

Page 42: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Cha

ins

of R

isk

�“P

athw

ays

mod

el”

�S

ocia

l, bi

olog

ical

, and

psy

chol

ogic

al c

hain

s of

ris

k ar

e

poss

ible

and

invo

lve

“med

iatin

g” fa

ctor

s an

d of

ten

“mod

ifyin

g” fa

ctor

s

�S

eque

nce

of li

nked

exp

osur

es -

one

bad

expe

rien

ce o

r

expo

sure

lead

s to

ano

ther

and

then

ano

ther

–th

at r

aise

dise

ase

risk

Kuh

D, e

t al.

JEC

H,

2003

Page 43: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Life

Cou

rse

Mod

els:

A

CC

UM

ULA

TIO

N o

f RIS

K

•Li

fe c

ours

e ep

idem

iolo

gy test

s th

e ex

tent

and

effe

ct o

f

cum

ulat

ive

dam

age

to b

iolo

gica

l sys

tem

sas

the

num

ber,

dura

tion

or s

ever

ity o

f exp

osur

es in

crea

se, a

nd a

s bo

dy

syst

ems

age

and

beco

me

less

abl

e to

rep

air

dam

age

Kuh

D, e

t al.

JEC

H,

2003

Page 44: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

In e

pid

emio

log

y, li

fe c

ou

rse

mo

del

s p

osi

t diff

eren

t ty

pes

of

risk

fact

or

asso

ciat

ion

s o

ver

time,

wh

ich

pre

sum

abl

y su

gg

est

diff

eren

t cau

sal p

ath

s to

dis

ease

Ear

ly-L

ife E

xpos

ures

and

Ris

k fo

r A

dult

Out

com

es

•La

ten

cy m

od

el

•P

ath

way

mo

del

s–

Acc

um

ula

tion

–M

edia

tion

Po

wer

an

d H

ertz

man

19

97

; Po

wer

19

91

; Lyn

ch, K

apla

n,

an

d S

hem

a 1

99

7; H

ertz

man

an

d W

ein

s 1

99

6

Chi

ldho

odA

dulth

ood

Ko

enen

K, e

t al

Page 45: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Soc

ial P

athw

ays

Chi

ldho

od S

ocio

econ

omic

E

nviro

nmen

t -F

amily

Adu

lt S

ocio

econ

omic

E

nviro

nmen

t

Edu

catio

n

Dev

elop

men

t of

Hea

lth C

apita

l -B

iolo

gica

l Res

ourc

es

Hea

lth B

ehav

ior i

n C

hild

hood

and

Ado

lesc

ence

Hea

lth B

ehav

ior i

n A

dulth

ood

Hea

lth, D

isea

se a

nd

Dea

th in

Adu

lthoo

d

Gen

etic

and

Bio

logi

cal S

usce

ptib

ility

Fro

m L

ynch

JW

, 200

2

Page 46: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Soc

ial P

athw

ays

Fro

m L

ynch

JW

, 20

02

Page 47: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

•“B

ecau

se m

ost

fact

ors

asso

ciat

ed w

ith e

arly

chi

ld d

evel

opm

ent

are

a fu

nctio

n of

soc

ioec

onom

ic s

tatu

s, d

iffer

ence

s in

ear

ly

child

dev

elop

men

t for

m a

soc

ioec

onom

ic g

radi

ent.”

Her

tzm

an C

, Bo

yce

T. H

ow

exp

erie

nce

get

s u

nd

er th

e sk

in to

cre

ate

gra

die

nts

in d

evel

op

men

tal h

ealth

. A

nnu

Rev

Pub

lic

Hea

lth.

20

10

;31:

329

–34

7.

Page 48: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Pat

hway

s be

twee

n C

hild

hood

Soc

ioec

onom

ic

Circ

umst

ance

s &

Adu

lt H

ealth

Chi

ldho

od

soci

oeco

nom

ice

nviro

nme

nt

Adu

lt so

cioe

cono

mic

e

nviro

nme

nt

Edu

catio

nH

ea

lth d

ise

ase

and

dea

th in

adu

lt lif

e

He

alth

be

havi

our

in c

hild

hood

and

a

dole

sce

nce

He

alth

be

havi

our

in a

dult

life

The

de

velo

pme

ntof

he

alth

ca

pita

l

Ku

h e

t al 1

99

7, 2

00

4)

Page 49: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Soc

ioec

onom

ic L

ife C

ours

e M

odel

sA

.Acc

umul

atio

n m

odel

hyp

othe

size

s th

at e

arly

and

late

r ad

vers

e so

cio-

econ

omic

exp

erie

nces

hav

e a

cum

ulat

ive,

dos

e–re

spon

se

effe

ct o

n la

ter

outc

omes

B.L

aten

t mod

el (

or c

ritic

al p

erio

d) s

ugge

sts

that

adv

erse

soc

io-

econ

omic

cir

cum

stan

ces

duri

ng c

hild

hood

hav

e an

in

depe

nden

t, de

trim

enta

l effe

ct o

n he

alth

, ove

r an

d ab

ove

curr

ent c

ircu

mst

ance

s

C.P

athw

ay m

odel

s (c

hain

s of

ris

k) e

mph

asiz

e th

e im

port

ance

of

traj

ecto

ries

acro

ss th

e lif

e co

urse

and

are

pro

pose

d if

the

influ

ence

of c

hild

hood

SE

P is

att

enua

ted

afte

r ta

king

into

ac

coun

t lat

er c

ondi

tions

N

ied

zwie

dz

CL,

et a

l. 2

01

2

Page 50: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Par

ents

Occ

upat

ion

and

Edu

catio

n

+ O

wn

Edu

catio

n

+ O

ccup

atio

n

+ In

com

e

+ W

ealth

Cum

ulat

ive

Soc

ioec

onom

ic D

isad

vant

age

Lync

h JW

, 200

2

Page 51: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Soc

ioec

onom

ic S

tatu

s ov

er th

e Li

fe C

ours

e an

d A

llost

atic

Loa

d in

N

orth

ern

Sw

edis

h C

ohor

t, 19

81-2

008

Gus

tafs

son

PE

, Jan

lert

U,

The

ore

ll T

, Wes

terl

und

H,

Ham

mar

stro

m A

. S

oci

oec

ono

mic

sta

tus

ove

r th

e lif

e co

urse

and

allo

stat

ic lo

adin

ad

ulth

oo

d:

resu

lts f

rom

the

No

rthe

rn

Sw

edis

h C

oho

rt. J

Epi

dem

iol C

omm

unit

y H

ealt

h. 2

01

1;6

5:9

86

-99

2.

Page 52: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,
Page 53: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Soc

ioec

onom

ic L

ife C

ours

e M

odel

sD

.So

cial

mo

bili

ty m

od

els

div

ided

into

intr

a-an

d in

ter

-gen

erat

ion

al

•In

ter-

gen

erat

ion

al m

ob

ility

ref

ers

to a

ch

ang

e in

so

cial

cla

ss

bet

wee

n g

ener

atio

ns,

ofte

n m

easu

red

by

com

par

ing

pa

ren

tal s

oci

al

clas

s to

ow

n s

oci

al c

lass

in a

du

ltho

od

•In

tra-

gen

erat

ion

al m

ob

ility

is th

e m

ove

men

t b

etw

een

diff

eren

t

soci

al c

lass

es in

ad

ulth

oo

d, s

uch

as

the

first

an

d

last

occ

up

atio

n

•N

o c

on

sen

sus

reg

ard

ing

the

hea

lth c

on

seq

uen

ces

of s

oci

al m

ob

ility

•E

vid

ence

sh

ow

s m

ob

ile in

div

idu

als

even

tual

ly e

xper

ien

ce le

vels

of

hea

lth b

etw

een

tho

se o

f th

eir

curr

ent s

oci

al p

osi

tio

n a

nd

po

sitio

n o

f

orig

in (

clo

ser

to th

e cu

rren

t so

cial

po

sitio

n)

Fro

m N

ied

zwie

dz

CL,

et a

l. 2

01

2

Page 54: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Disadva

ntage

dChildhoo

d

Adva

ntage

d

Childhoo

d

Disadva

ntage

dAdulth

ood

Adva

ntage

dAdulth

ood

Gene

rally h

ad the b

est risk

fact

or and

health pro

files

Gene

rally h

ad the w

orst risk

fact

or and

health pro

files

Som

e e

videnc

e for

end

uring ch

ildhoo

d

nega

tive

eff

ect

s on

risk

fact

ors and

so

me out

comes

Lyn

ch (19

99)

Lync

h JW

, 200

2

Hea

lth T

raje

ctor

ies

Page 55: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Em

ploy

men

t Tra

ject

ory

and

Hea

lth R

isk

Fac

tors

, HeS

Sup

Stu

dy, F

inla

nd, 1

998-

2003

Vir

tan

en P

eta

l. E

mp

loym

ent

traj

ecto

ry a

s d

eter

min

an

t of c

han

ge

in h

ealth

-rel

ated

life

styl

e: th

e p

rosp

ectiv

e H

eSS

up

stu

dy.

E

uro

J P

ubli

c H

ealt

h. 2

00

8;1

8(5)

:504

–50

8.

Page 56: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Ope

ratio

naliz

atio

n of

Li

fe C

ours

e E

pide

mio

logy Fro

m L

ynch

JW

, 20

02

Page 57: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Dis

ease

Cau

satio

n in

a L

ife C

ours

e P

ersp

ectiv

e

•D

isea

se a

nd d

isab

ility

like

ly r

esul

t fro

m t

he c

ompl

ex

inte

rpla

y of

cri

tical

and

sen

sitiv

e pe

riod

, and

traj

ecto

ry a

nd

accu

mul

atio

n pr

oces

ses

•T

hese

gen

eral

life

cou

rse

conc

eptu

al m

odel

s ar

e si

mpl

istic

repr

esen

tatio

ns o

f com

plex

life

cou

rse

proc

esse

s –

how

ever

,

even

sim

ple

mod

els

can

be d

iffic

ult t

o di

stin

guis

h em

piri

cally

Fro

m L

ynch

JW

and

Dav

ey S

mith

G,

20

05

Page 58: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Idea

l Life

Cou

rse

Stu

dy

•Lo

ngitu

dina

l stu

dy

•F

ollo

ws

a bi

rth

coho

rt in

to a

dulth

ood

and,

idea

lly, a

cros

s

gene

ratio

ns

•In

vest

igat

ors

colle

ct e

xten

sive

info

rmat

ion

on th

e ph

ysic

al

and

soci

al e

nvir

onm

ents

and

on

psyc

hoso

cial

or

beha

vior

al

and

biol

ogic

al m

easu

res

•R

esea

rche

rs r

epea

t the

se m

easu

res

for

the

sam

e in

divi

dual

s

at s

hort

inte

rval

s ov

er ti

me

Page 59: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Rea

lity

for

Life

Cou

rse

Epi

dem

iolo

gy

•M

ost l

ife-c

ours

e lit

erat

ure

com

es fr

om E

urop

e, w

here

inve

stig

ator

s ha

ve h

ad a

cces

s to

hig

h-qu

ality

long

itudi

nal

data

base

s ri

ch in

con

text

ual i

nfor

mat

ion

•In

the

Uni

ted

Sta

tes,

man

y lif

e-co

urse

stu

dies

rel

y on

retr

ospe

ctiv

e ap

proa

ches

, inc

ludi

ng c

ase-

cont

rol a

nd

retr

ospe

ctiv

e co

hort

stu

dies

with

long

rec

all p

erio

d, a

nd

asso

ciat

ed b

iase

s, fo

r ea

rly

expo

sure

s

•Li

fe-c

ours

e re

sear

ch, r

egar

dles

s of

loca

tion,

ofte

n de

pend

s on

reco

rd li

nkag

e, n

atur

al e

xper

imen

ts, o

r hi

stor

ical

coh

orts

with

limite

d fo

llow

-up

acro

ss li

fe s

tage

s

Page 60: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bra

vem

an P

, Bar

clay

C,

Ped

iatr

ics,

20

09

Page 61: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bra

vem

an P

, Bar

clay

C,

Ped

iatr

ics,

20

09

Page 62: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Bra

vem

an P

, Bar

clay

C,

Ped

iatr

ics,

20

09

Page 63: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Wha

t Now

?

Fro

m L

ynch

JW

, 20

02

Page 64: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

“Liv

ing

cond

ition

s ca

nnot

sim

ply

be le

ft to

fluc

tuat

e as

peo

ple

pass

thro

ugh

child

hood

and

thei

r re

prod

uctiv

e an

d w

orki

ng y

ears

and

into

old

age

, bec

ause

hea

lth a

nd q

ualit

y of

life

at a

ny o

ne

stag

e is

affe

cted

by

prio

r ci

rcum

stan

ces

and

even

ts. …

“The

life

cou

rse

may

be

rega

rded

as

com

bini

ng b

iolo

gica

l and

soci

al e

lem

ents

whi

ch in

tera

ct w

ith e

ach

othe

r. I

ndiv

idua

ls’

biol

ogic

al d

evel

opm

ent t

akes

pla

ce w

ithin

a s

ocia

l con

text

whi

ch

stru

ctur

es th

eir

life

chan

ces,

so

that

adv

anta

ges

and

disa

dvan

tage

s

tend

to c

lust

er c

ross

-sec

tiona

lly a

nd a

ccum

ulat

e lo

ngitu

dina

lly.”

Bar

tley

M, e

t al

, 1

99

7K

oen

en K

, et

al

Page 65: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,
Page 66: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Pol

icy

Impl

icat

ions

•In

terv

enin

g ea

rly

in li

fe

–P

reve

nt, r

educ

e ex

posu

res

with

late

nt e

ffect

s

–A

void

neg

ativ

e ch

ains

of e

vent

s

•In

terr

uptin

g pa

thw

ays

–P

reve

nt (

redu

ce th

e lik

elih

ood

of)

spec

ific

nega

tive

heal

th

outc

omes

–Is

it p

ossi

ble

to e

ntir

ely

over

com

e th

e he

alth

co

nseq

uenc

es o

f soc

ial a

dver

sity

ear

ly in

life

?

•M

ultip

le a

dver

se h

ealth

con

sequ

ence

s in

adu

lthoo

d

•M

ultip

le p

athw

ays

Koe

nen

K, e

t al

Page 67: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Influ

ence

s on

Hea

lth: w

hat s

hape

s th

e co

nditi

ons

that

sha

pe h

ealth

?

Bra

vem

an P

, Bar

clay

C,

Ped

iatr

ics,

20

09

Page 68: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

10 T

ips

for

Bet

ter

Hea

lthH

ealth

Per

spec

tive

1.D

on't

smok

e. If

you

can

, sto

p. If

you

ca

n't,

cut d

own.

2.

Fol

low

a b

alan

ced

diet

with

ple

nty

of fr

uit a

nd v

eget

able

s.

3.K

eep

phys

ical

ly a

ctiv

e.

4.M

anag

e st

ress

by,

for

exam

ple,

ta

lkin

g th

ings

thro

ugh

and

taki

ng

time

to r

elax

5.

If yo

u dr

ink

alco

hol,

do s

o in

m

oder

atio

n.

6.C

over

up

in th

e su

n, a

nd p

rote

ct

child

ren

from

sun

burn

. 7.

Pra

ctic

e sa

fer

sex.

8.

Tak

e ad

vant

age

of d

isea

se s

cree

ning

op

port

uniti

es.

9.D

rive

safe

ly

10.

Lear

n F

irst A

id A

BC

: ai

rway

s,

brea

thin

g, c

ircul

atio

n

Soc

ial P

ersp

ectiv

e1.

Don

’t be

poo

r. If

you

can

, sto

p. If

you

ca

n’t,

try

not t

o be

poo

r fo

r lo

ng.

2.D

on’t

have

poo

r pa

rent

s.3.

Ow

n a

car.

4.D

on’t

wor

k in

a s

tres

sful

, low

pai

d m

anua

l job

.5.

Don

’t liv

e in

dam

p, lo

w q

ualit

y ho

usin

g.6.

Be

able

to a

fford

to g

o on

a fo

reig

n ho

liday

and

sun

bath

e.7.

Pra

ctic

e no

t los

ing

your

job

and

don’

t be

com

e un

empl

oyed

.8.

Tak

e up

all

bene

fits

you

are

entit

led

to,

if yo

u ar

e un

empl

oyed

, ret

ired

or s

ick

or d

isab

led.

9.D

on’t

live

next

to a

bus

y m

ajor

roa

d or

ne

ar a

pol

lutin

g fa

ctor

y.10

.Le

arn

how

to fi

ll in

the

com

plex

hou

sing

be

nefit

/asy

lum

app

licat

ion

form

s be

fore

yo

u be

com

e ho

mel

ess

and

dest

itute

.

Page 69: A Brief Overview of Life Course Epidemiology Maty · Life Course Approach A life course approach offers a way to conceptualize how underlying socio-environmental determinants of health,

Que

stio

ns?