laubinger thesis defense 2013-05-14x - state of · pdf fileootitis oo titis media, titis...
TRANSCRIPT
THE ASSOCIATION BETWEEN BREASTFEEDING
AND SELF-REPORTED POSTPARTUM
DEPRESSIVE SYMPTOMS IN OREGON MOTHERS
JEAN LAUBIN
GER
PRESENTED TO THE DEPARTM
ENT OF PUBLIC HEALTH AND
PREVENTIVE M
EDICINE
OREGON HEALTH AND SCIENCE UNIVERSITY
IN PARTIAL FULFILLM
ENT OF
THE REQUIREM
ENTS FOR THE DEGREE OF
MASTER OF PUBLIC HEALTH
INTRODUCTION
BREASTFEEDING
For mothers:
For mothers:
For mothers:
For mothers:
�Reduces
Reduces
Reduces
Reduces the risk of type 2 diabetes,
the risk of type 2 diabetes,
the risk of type 2 diabetes,
the risk of type 2 diabetes, rheumatoid
rheumatoid
rheumatoid
rheumatoid arthritis
arthritis
arthritis
arthritis, , , ,
cardiovascular
cardiovascular
cardiovascular
cardiovascular disease,
disease,
disease,
disease, breast
breast
breast
breast, and ovarian
, and ovarian
, and ovarian
, and ovarian cancer, weight loss
cancer, weight loss
cancer, weight loss
cancer, weight loss
For infants:
For infants:
For infants:
For infants:
�O OOOtitis
titis
titis
titis media,
media,
media,
media, upper
upper
upper
upper and lower respiratory tract infections,
and lower respiratory tract infections,
and lower respiratory tract infections,
and lower respiratory tract infections,
asthma
asthma
asthma
asthma, RSV,
, RSV,
, RSV,
, RSV, necrotizing
necrotizing
necrotizing
necrotizing entercolitis,
entercolitis,
entercolitis,
entercolitis, atopic
atopic
atopic
atopic derm
atitis,
derm
atitis,
derm
atitis,
derm
atitis,
gastroenteritis
gastroenteritis
gastroenteritis
gastroenteritis, , , , obesity
obesity
obesity
obesity, , , , celiac
celiac
celiac
celiac disease,
disease,
disease,
disease, diabetes
diabetes
diabetes
diabetes, , , , leukemia
leukemia
leukemia
leukemia and
and
and
and
sudden infant death syndrome
sudden infant death syndrome
sudden infant death syndrome
sudden infant death syndrome
Categorizations: Exclusive vs Any vs None; Duration
Categorizations: Exclusive vs Any vs None; Duration
Categorizations: Exclusive vs Any vs None; Duration
Categorizations: Exclusive vs Any vs None; Duration
The
The
The
The Oregon 2011 breastfeeding report
Oregon 2011 breastfeeding report
Oregon 2011 breastfeeding report
Oregon 2011 breastfeeding report card: 91.2
card: 91.2
card: 91.2
card: 91.2% of mothers
% of mothers
% of mothers
% of mothers
initiated breastfeeding; 62.5
initiated breastfeeding; 62.5
initiated breastfeeding; 62.5
initiated breastfeeding; 62.5% breastfeed at least 6 months.
% breastfeed at least 6 months.
% breastfeed at least 6 months.
% breastfeed at least 6 months. Background
POSTPARTUM DEPRESSION
Depression occurring in the first year after birth
Depression occurring in the first year after birth
Depression occurring in the first year after birth
Depression occurring in the first year after birth
diagnosed using questionnaire and clinical
diagnosed using questionnaire and clinical
diagnosed using questionnaire and clinical
diagnosed using questionnaire and clinical
consultation
consultation
consultation
consultation
Approximately 10
Approximately 10
Approximately 10
Approximately 10- ---15% of mothers will experience PPD
15% of mothers will experience PPD
15% of mothers will experience PPD
15% of mothers will experience PPD
Sym
ptoms include
Sym
ptoms include
Sym
ptoms include
Sym
ptoms include sadness, lack of energy, trouble
sadness, lack of energy, trouble
sadness, lack of energy, trouble
sadness, lack of energy, trouble
concentrating, anxiety, and feelings of guilt or
concentrating, anxiety, and feelings of guilt or
concentrating, anxiety, and feelings of guilt or
concentrating, anxiety, and feelings of guilt or
worthlessness, which can inhibit
worthlessness, which can inhibit
worthlessness, which can inhibit
worthlessness, which can inhibit maternal bonding
maternal bonding
maternal bonding
maternal bonding
In children PPD associated with inhibited language
In children PPD associated with inhibited language
In children PPD associated with inhibited language
In children PPD associated with inhibited language
development, emotional and behavioral problems
development, emotional and behavioral problems
development, emotional and behavioral problems
development, emotional and behavioral problems
Background
SPECIFIC AIMS
SA1: To
SA1: To
SA1: To
SA1: To describe the prevalence of breastfeeding at least 8 weeks and self
describe the prevalence of breastfeeding at least 8 weeks and self
describe the prevalence of breastfeeding at least 8 weeks and self
describe the prevalence of breastfeeding at least 8 weeks and self- ---reported
reported
reported
reported
postpartum depressive sym
ptoms in the 2007 sample of Oregon mothers with
postpartum depressive sym
ptoms in the 2007 sample of Oregon mothers with
postpartum depressive sym
ptoms in the 2007 sample of Oregon mothers with
postpartum depressive sym
ptoms in the 2007 sample of Oregon mothers with
live births.
live births.
live births.
live births.
SA2: To
SA2: To
SA2: To
SA2: To measure the association between breastfeeding and self
measure the association between breastfeeding and self
measure the association between breastfeeding and self
measure the association between breastfeeding and self- ---reported
reported
reported
reported
postpartum depressive sym
ptoms while adjusting for potential confounders and
postpartum depressive sym
ptoms while adjusting for potential confounders and
postpartum depressive sym
ptoms while adjusting for potential confounders and
postpartum depressive sym
ptoms while adjusting for potential confounders and
to examine the potential presence of effect modification using logistic regression.
to examine the potential presence of effect modification using logistic regression.
to examine the potential presence of effect modification using logistic regression.
to examine the potential presence of effect modification using logistic regression.
�Examine additional risk factors that may influence the primary relationship
between breastfeeding and self-reported postpartum depressive sym
ptoms
including income, race/ ethnicity, education, and marital status, parity,
maternal age, insurance, sm
oking status, maternal body mass index, and
stressful life events.
SA3: To
SA3: To
SA3: To
SA3: To determ
ine if directionality and causality can be determ
ined using these
determ
ine if directionality and causality can be determ
ined using these
determ
ine if directionality and causality can be determ
ined using these
determ
ine if directionality and causality can be determ
ined using these
results combined with current literature on the association between
results combined with current literature on the association between
results combined with current literature on the association between
results combined with current literature on the association between
breastfeeding and self
breastfeeding and self
breastfeeding and self
breastfeeding and self- ---reported postpartum depressive sym
ptoms.
reported postpartum depressive sym
ptoms.
reported postpartum depressive sym
ptoms.
reported postpartum depressive sym
ptoms.
METHODS
PREGNANCY RISK ASSESSMENT MONITORING
SYSTEM
2007 PRAMS survey data
2007 PRAMS survey data
2007 PRAMS survey data
2007 PRAMS survey data
PRAMS is an epidemiologic survey
PRAMS is an epidemiologic survey
PRAMS is an epidemiologic survey
PRAMS is an epidemiologic survey used to evaluate
used to evaluate
used to evaluate
used to evaluate
maternal health behaviors with the goal of improving
maternal health behaviors with the goal of improving
maternal health behaviors with the goal of improving
maternal health behaviors with the goal of improving
the health outcomes of mother and infants.
the health outcomes of mother and infants.
the health outcomes of mother and infants.
the health outcomes of mother and infants.
Weighting: oversampling of underrepresented racial/
Weighting: oversampling of underrepresented racial/
Weighting: oversampling of underrepresented racial/
Weighting: oversampling of underrepresented racial/
ethnic populations, low birth weight infants and non
ethnic populations, low birth weight infants and non
ethnic populations, low birth weight infants and non
ethnic populations, low birth weight infants and non- ---
respondents.
respondents.
respondents.
respondents.
S SSSampled 3067 mothers with 1894 completing the
ampled 3067 mothers with 1894 completing the
ampled 3067 mothers with 1894 completing the
ampled 3067 mothers with 1894 completing the
survey: a weighted response rate of 67%
survey: a weighted response rate of 67%
survey: a weighted response rate of 67%
survey: a weighted response rate of 67%
Methods
PRIMARY DEPENDENT VARIABLE
Self
Self
Self
Self- ---Reported Postpartum Depressive Sym
ptoms
Reported Postpartum Depressive Sym
ptoms
Reported Postpartum Depressive Sym
ptoms
Reported Postpartum Depressive Sym
ptoms
PRAMS Questions:
PRAMS Questions:
PRAMS Questions:
PRAMS Questions:
1.
1.
1.
1. “Since your new baby was born, how often have you felt down, depressed, or
“Since your new baby was born, how often have you felt down, depressed, or
“Since your new baby was born, how often have you felt down, depressed, or
“Since your new baby was born, how often have you felt down, depressed, or
hopeless?”
hopeless?”
hopeless?”
hopeless?”
2.
2.
2.
2. “Since your new baby was born, how often have you had little interest or little
“Since your new baby was born, how often have you had little interest or little
“Since your new baby was born, how often have you had little interest or little
“Since your new baby was born, how often have you had little interest or little
pleasure in doing things?”
pleasure in doing things?”
pleasure in doing things?”
pleasure in doing things?”
Possible Responses: Always, Often, Sometimes, Rarely, Never
Possible Responses: Always, Often, Sometimes, Rarely, Never
Possible Responses: Always, Often, Sometimes, Rarely, Never
Possible Responses: Always, Often, Sometimes, Rarely, Never
Classification:
Classification:
Classification:
Classification:
Present: Response of Always or Often to either question
Present: Response of Always or Often to either question
Present: Response of Always or Often to either question
Present: Response of Always or Often to either question
Absent: Response of Sometimes, Often, Never to both questions
Absent: Response of Sometimes, Often, Never to both questions
Absent: Response of Sometimes, Often, Never to both questions
Absent: Response of Sometimes, Often, Never to both questions
Missing: No response or response of Sometimes, Often, Never to one question
Missing: No response or response of Sometimes, Often, Never to one question
Missing: No response or response of Sometimes, Often, Never to one question
Missing: No response or response of Sometimes, Often, Never to one question
and no response on other
and no response on other
and no response on other
and no response on other
Methods
PRIMARY DEPENDENT VARIABLE
Self
Self
Self
Self- ---reported postpartum depressive sym
ptoms (SRPPDS):
reported postpartum depressive sym
ptoms (SRPPDS):
reported postpartum depressive sym
ptoms (SRPPDS):
reported postpartum depressive sym
ptoms (SRPPDS):
Subset: 9.83% reported postpartum depressive sym
ptoms
Subset: 9.83% reported postpartum depressive sym
ptoms
Subset: 9.83% reported postpartum depressive sym
ptoms
Subset: 9.83% reported postpartum depressive sym
ptoms
Methods
Question
Question
Question
Question
“Since your new baby was born, how often
“Since your new baby was born, how often
“Since your new baby was born, how often
“Since your new baby was born, how often
have you felt down, depressed, or hopeless?”
have you felt down, depressed, or hopeless?”
have you felt down, depressed, or hopeless?”
have you felt down, depressed, or hopeless?”
Present
Absent
Missing
Total
“Since your
new baby
was born,
how often
have you had
little interest
or little
pleasure in
doing
things?”
Present
101
94
0174
Absent
73
1586
91682
Missing
02
29
38
Total
195
1668
31
1894
SRPPDS Total
SRPPDS Total
SRPPDS Total
SRPPDS Total
Combined
Overall
Present
Absent
Missing
Total
268
1586
40
1894
PRIMARY INDEPENDENT VARIABLE
Any breastfeeding at least 8 weeks
Any breastfeeding at least 8 weeks
Any breastfeeding at least 8 weeks
Any breastfeeding at least 8 weeks
77% of the sample population breastfed at least 8 weeks
77% of the sample population breastfed at least 8 weeks
77% of the sample population breastfed at least 8 weeks
77% of the sample population breastfed at least 8 weeks
Methods
Qu
es
tio
nY
es
No
Mis
sin
gT
ota
l
Is y
ou
r b
ab
y a
live
no
w?
18
08
26
60
18
94
Is y
ou
r b
ab
y l
ivin
g w
ith
yo
ur
no
w?
18
00
76
11
86
8
Did
yo
u e
ver
bre
ast
fee
d o
r p
um
p b
rea
st
mil
k t
o f
ee
d y
ou
r n
ew
ba
by
aft
er
de
live
ry?
16
61
13
36
18
00
Are
yo
u s
till
bre
ast
fee
din
g o
r fe
ed
ing
p
um
pe
d m
ilk
to
yo
ur
ne
w b
ab
y?
10
96
55
51
01
66
1
Ho
w m
an
y w
ee
ks
or
mo
nth
s d
id y
ou
b
rea
stfe
ed
or
pu
mp
mil
k t
o f
ee
d y
ou
r b
ab
y?
< 1
we
ek
>
= 1
we
ek
Mis
sin
g
47
49
81
0
To
tal
va
lid
fo
r a
na
lys
is
Mis
sin
g/
Un
kn
ow
n
17
74
12
0
INCLUSION/ EXCLUSION
3067 Mother sampled in 2007
1894 Completed surveys
1774 completed breastfeeding
questions
1854 completed self-reported
postpartum depressive
symptoms questions
135 were excluded for not having
breastfeeding or self-reported
postpartum depressive sym
ptum
status
1759 Had inform
ation on both
breastfeeding and Self-reported
postpartum depressive sym
ptoms
and were included for analysis
120 were missing or unknown for
breastfeeding status
40 were missing or unknown for
self-reported postpartum
depressive sym
ptoms
Methods
CONFOUNDERS
De
mo
gra
ph
ic V
ari
ab
les
Po
ssib
le R
esp
on
ses
Co
din
g f
or
An
aly
sis
Ma
tern
al
Ag
e (
BC
)C
on
tin
uo
us
0=
>=
25
1=
<2
5
Ma
rita
l S
tatu
s (B
C)
Ma
rrie
d, n
ot
ma
rrie
d0
=M
arr
ied
1=
No
t M
arr
ied
Ma
tern
al
race
/e
thn
icit
y (
BC
) (E
M)
His
pa
nic
, NH
Wh
ite
, NH
Afr
ica
n A
me
rica
n,
NH
Asi
an
/P
aci
fic
Isla
nd
er,
NH
Am
eri
can
In
dia
n/
Ala
ska
n N
ati
ve
0=
No
n H
isp
an
ic W
hit
e, 1
=H
isp
an
ic,
2=
No
n H
isp
an
ic A
fric
an
Am
eri
can
, 3
=N
on
His
pa
nic
Asi
an
/P
aci
fic
Isla
nd
er,
4
= N
on
His
pa
nic
Am
eri
can
In
dia
n/
Ala
ska
n
Na
tiv
eM
ate
rna
l E
du
cati
on
(B
C)
Le
ss t
ha
n 1
2th
gra
de
, 12
thg
rad
e/
GE
D,
Gre
ate
r th
an
12
thg
rad
e0
= >
= 1
2th
gra
de
1=
12
thg
rad
e/
GE
D2
=<
12
thg
rad
eo
r0
= >
12
thg
rad
e1
= <
=1
2th
gra
de
Methods
SOME MORE CONFOUNDERS
PR
AM
S M
ea
sure
sP
oss
ible
Re
spo
nse
sC
od
ing
fo
r A
na
lysi
s
Pre
gn
an
cy I
nte
nti
on
(P
R)
I w
an
ted
to
be
pre
gn
an
t so
on
er,
I w
an
ted
to
b
e p
reg
na
nt
late
r, I
wa
nte
d t
o b
e p
reg
na
nt
the
n, I
did
n’t
wa
nt
to b
e p
reg
na
nt
the
n o
r a
ny
tim
e i
n t
he
fu
ture
0=
No
if r
esp
on
se i
s “I
wa
nte
d t
o b
e p
reg
na
nt
late
r” o
r “I
did
n’t
wa
nt
to b
e p
reg
na
nt
the
n o
r a
ny
tim
e i
n t
he
fu
ture
”1
=Y
es
if r
esp
on
se i
s “I
wa
nte
d t
o b
e p
reg
na
nt
soo
ne
r” o
r “I
wa
nte
d t
o
be
pre
gn
an
t th
en
”
Fa
mil
y I
nco
me
(P
R)
Le
ss t
ha
n $
10
,00
0, $
10
,00
0-$
14
,99
9,
$1
5,0
00
-19
,99
9, $
20
,00
0-2
4,9
99
, $2
5,0
00
-$
34
,99
9, $
35
,00
0-$
49
,99
9, $
50
,00
0 o
r m
ore
0=
0%
-2
00
% F
ed
era
l P
ov
ert
y L
ev
el
1=
20
0%
Fe
de
ral
Po
ve
rty
Le
ve
l o
r g
rea
ter
Insu
ran
ce b
efo
re p
reg
na
ncy
(P
R)
No
Ye
s0
= Y
es
1=
No
Pa
rity
(P
R)
Fir
st c
hil
d, s
eco
nd
ch
ild
, th
ird
ch
ild
, fo
urt
h
chil
d, f
ifth
ch
ild
or
mo
re0
=F
irst
ch
ild
1=
Se
con
d c
hil
d2
= T
hir
d o
r m
ore
Sm
ok
ing
No
w (
PR
)4
1 o
r m
ore
cig
are
tte
s2
1-4
0 c
iga
rett
es
11
-20
cig
are
tte
s6
-10
cig
are
tte
s1
-5 c
iga
rett
es
Le
ss t
ha
n 1
cig
are
tte
0 c
iga
rett
es
0=
0 c
iga
rett
es
1=
1 o
r m
ore
cig
are
tte
s
Bo
dy
Ma
ss I
nd
ex
(PR
)A
ra
tio
of
we
igh
t b
efo
re p
reg
na
ncy
an
d
he
igh
t w
ith
ou
t sh
oe
s0
=<
25
BM
I1
=2
5 o
r g
rea
ter
BM
I
Str
ess
ful
Lif
e E
ve
nts
(P
R)
(EM
)N
oY
es
0=
0 E
ve
nts
1=
1-2
Ev
en
ts
1=
3 o
r m
ore
Ev
en
ts
Methods
LOGISTIC REGRESSION ANALYSIS
Bivariate analysis used to determ
ine significant
Bivariate analysis used to determ
ine significant
Bivariate analysis used to determ
ine significant
Bivariate analysis used to determ
ine significant
confounders for multivariate logistic regression
confounders for multivariate logistic regression
confounders for multivariate logistic regression
confounders for multivariate logistic regression
analysis and ensure correct variable categorization
analysis and ensure correct variable categorization
analysis and ensure correct variable categorization
analysis and ensure correct variable categorization
Multiple logistic regression considered significant
Multiple logistic regression considered significant
Multiple logistic regression considered significant
Multiple logistic regression considered significant
variables from bivariate analysis for inclusion
variables from bivariate analysis for inclusion
variables from bivariate analysis for inclusion
variables from bivariate analysis for inclusion
Forward stepwise model building confirm
ed with
Forward stepwise model building confirm
ed with
Forward stepwise model building confirm
ed with
Forward stepwise model building confirm
ed with
backward stepwise elim
ination
backward stepwise elim
ination
backward stepwise elim
ination
backward stepwise elim
ination
Effect modification was considered via interaction term
Effect modification was considered via interaction term
Effect modification was considered via interaction term
Effect modification was considered via interaction term
with breastfeeding. “
with breastfeeding. “
with breastfeeding. “
with breastfeeding. “Testparm
Testparm
Testparm
Testparm
” was used to
” was used to
” was used to
” was used to
determ
ine significance of the term
. determ
ine significance of the term
. determ
ine significance of the term
. determ
ine significance of the term
.
Methods
RESULTS
BIVARIATE ANALYSIS
Va
ria
ble
N (
tota
l 1
75
9)
Un
we
igh
ted
%
Re
po
rtin
g
De
pre
ssio
n
We
igh
ted
%
Re
po
rtin
g
De
pre
ssio
n
We
igh
ted
Un
iva
ria
te O
R
95
% C
Ip
-va
lue
An
y b
rea
stfe
ed
ing
At
lea
st 8
we
ek
s
Ye
sN
oM
issi
ng
12
71
48
80
11
.17
19
.47
7.9
16
.2R
efe
ren
t2
.24
51
.37
, 3.6
70
.00
3
Pre
gn
an
cy
In
ten
tio
n
Ye
sN
oM
issi
ng
10
42
49
72
0
11
.42
16
.79
8.2
71
2.4
9R
efe
ren
t1
.58
1.2
5, 2
.01
0.0
01
Fa
mil
y i
nc
om
e (
%F
PL
)
<2
00
%>
=2
00
%M
issi
ng
95
76
81
12
7
16
.72
7.4
91
3.6
75
.34
2.8
1R
efe
ren
t1
.97
, 3.9
9<
0.0
01
Ma
rita
l S
tatu
s
Ma
rrie
dN
ot
Ma
rrie
dM
issi
ng
10
70
68
90
10
.93
17
.42
8.2
21
3.2
8R
efe
ren
t1
.71
1.0
1, 2
.89
0.0
46
Ma
tern
al
Ag
e
<2
5>
=2
5M
issi
ng
59
01
16
90
18
.98
10
.69
15
.91
7.0
82
.48
Re
fere
nt
1.6
2, 3
.80
<0
.00
1
Ma
tern
al
Ed
uc
ati
on
<=
Hig
h S
cho
ol
Dip
lom
a/
GE
D>
Hig
h S
cho
ol
Dip
lom
a/
GE
DM
issi
ng
94
7
80
2
10
16
.37
9.9
8
12
.56
7.1
Re
fere
nt
1.8
79
1.0
9, 3
.22
0.0
25
Results
BIVARIATE ANALYSIS
Va
ria
ble
N (
tota
l 1
75
9)
Un
we
igh
ted
%
Re
po
rtin
g
De
pre
ssio
n
We
igh
ted
%
Re
po
rtin
g
De
pre
ssio
n
We
igh
ted
Un
iva
ria
te O
R
95
% C
Ip
-va
lue
Ma
tern
al
Ra
ce
His
pa
nic
NH
Wh
ite
NH
AP
IN
H A
fric
an
A
me
rica
nN
H A
I/A
NM
issi
ng
41
55
88
29
32
03
25
82
11
.81
12
.24
10
.58
20
.69
16
.28
11
.87
8.6
11
1.5
22
0.2
4
16
.55
1.4
3R
efe
ren
t1
.38
2.7
2
2.1
0
0.8
45
, 2.4
2
0.4
9, 3
.92
1.5
9, 4
.67
1.1
6, 3
.82
0.1
71
0.5
23
0.0
01
0.0
18
Insu
ran
ce
Be
fore
Pre
gn
an
cy
Ye
sN
oM
issi
ng
95
17
96
6
10
.45
17
.09
8.2
21
2.2
2R
efe
ren
t1
.55
0.5
5, 4
.42
0.3
87
Pa
rity
1st
2n
do
r m
ore
Mis
sin
g
73
91
01
80
12
.58
14
.15
8.9
91
0.4
Re
fere
nt
1.1
70
.64
, 2.1
70
.58
8
Sm
ok
ing
No
w
Ye
sN
oM
issi
ng
23
81
49
42
7
23
.11
11
.78
16
.63
8.9
12
.04
Re
fere
nt
1.5
5, 2
.69
<0
.00
1
Bo
dy
Ma
ss I
nd
ex
No
rma
l <2
5A
ll o
the
r>=
25
Mis
sin
g
87
37
43
14
6
11
.45
15
.61
6.9
11
2.4
2R
efe
ren
t1
.91
1.4
6, 2
.48
<0
.00
1
Str
ess
ful
Lif
e E
ve
nts
01
-23
or
mo
re
52
96
96
52
1
6.6
21
0.7
82
3.6
1
6.0
59
.18
15
.12
Re
fere
nt
1.5
72
.77
0.7
2, 3
.43
0.6
8, 1
1.3
10
.24
10
.14
6
Results
FORWARD STEPWISE MODEL BUILDING
Ch
ara
cte
rist
ic*
Sta
ge
1 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
2 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
3 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
4 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
5 O
R
(T-s
tat)
P-v
alu
e
Fa
mil
y i
nc
om
e
<2
00
% F
PL
20
0%
FP
L o
r
mo
re
2.8
1 (
6.1
5)
<0
.00
1Referent
2.6
6 (
5.9
7)
<0
.00
1
Referent
2.4
6 (
3.8
0)
0.0
01
Referent
1.9
3 (
2.4
6)
0.0
24
Referent
1.9
6 (
2.2
3)
0.0
39
Referent
Sm
ok
ing
No
w
Ye
s
No
1.7
3 (
5.8
2)
<0
.00
1Referent
1.6
9 (
6.9
8)
<0
.00
1Referent
1.4
4 (
4.0
6)
0.0
01
Referent
1.4
3 (
4.4
3)
<0
.00
1
Referent
BM
I BM
I <
25
(R
ef)
BM
I >
=2
5
Referent
1.8
0 (
4.0
6)
0.0
01
Referent
1.9
9 (
5.1
2)
<0
.00
1
Referent
2.0
4 (
5.2
3)
<0
.00
1
Ma
tern
al
ag
e
<2
5 y
ea
rs
25
ye
ars
or
old
er
2.1
5 (
2.9
6)
0.0
08
Referent
2.1
9 (
3.1
6)
0.0
05
Referent
Ma
rita
l sta
tus
Ma
rrie
d
No
t M
arr
ied
No
t si
gn
ific
ant
Referent
-0.1
7 (
0.8
70
)M
ate
rna
l e
du
cati
on
<
=1
2th
/G
ED
>1
2th
/ G
ED
No
t si
gn
ific
ant
-1.7
5 (
0.0
98
)Referent
Results
FORWARD STEPWISE MODEL BUILDING
Ch
ara
cte
rist
ic*
Sta
ge
1 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
2 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
3 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
4 O
R
(T-s
tat)
P-v
alu
e
Sta
ge
5 O
R
(T-s
tat)
P-v
alu
e
Pre
gn
an
cy
Inte
nti
on
Ye
s N
o
No
t si
gn
ific
ant
Referent
-0.2
3 (
0.8
23
)M
ate
rna
l ra
ce/
E
thn
icit
yH
isp
an
icN
H W
hit
eN
H A
PI
NH
Afr
ica
n
Am
eri
can
NH
AI/
AN
No
t si
gn
ific
ant
-0.3
1 (
0.7
64
)Referent
2.1
1 (
0.0
49
)1
.61
(0
.12
4)
1.1
4 (
0.2
70
)In
sura
nce
be
fore
p
reg
na
ncy
Ye
s N
o
No
t si
gn
ific
ant
Referent
0.7
8 (
0.4
45
)P
ari
ty1
stC
hil
d2
nd
or
mo
re
No
t si
gn
ific
ant
Re
fere
nt
1.6
4 (
0.1
17
)S
tre
ssfu
l lif
e
ev
en
tsO
Ev
en
ts
1-2
Ev
en
ts3
+ E
ve
nts
No
t si
gn
ific
ant
Referent
0.5
8(0
.57
1)
1.4
0(0
.18
0)
Results
DISCUSSION
FINAL MODEL
T TTThe
he
he
he odds of self
odds of self
odds of self
odds of self- ---reported postpartum depressive
reported postpartum depressive
reported postpartum depressive
reported postpartum depressive
sym
ptoms in women who breastfed less than eight
sym
ptoms in women who breastfed less than eight
sym
ptoms in women who breastfed less than eight
sym
ptoms in women who breastfed less than eight
weeks was 1.60 times the odds of self
weeks was 1.60 times the odds of self
weeks was 1.60 times the odds of self
weeks was 1.60 times the odds of self- ---reported
reported
reported
reported
postpartum depressive sym
ptoms in women who
postpartum depressive sym
ptoms in women who
postpartum depressive sym
ptoms in women who
postpartum depressive sym
ptoms in women who
breastfed at least eight weeks (95% CI: 1.004, 2.57)
breastfed at least eight weeks (95% CI: 1.004, 2.57)
breastfed at least eight weeks (95% CI: 1.004, 2.57)
breastfed at least eight weeks (95% CI: 1.004, 2.57)
�Confounders: Maternal age, Family income,
Current sm
oking status, Body Mass Index,
�Effect Modifier: Stressful life events
No Stressful life events: OR: 4.81
No Stressful life events: OR: 4.81
No Stressful life events: OR: 4.81
No Stressful life events: OR: 4.81 (95%: 2.28
(95%: 2.28
(95%: 2.28
(95%: 2.28- ---10.17
10.17
10.17
10.17) )))
Discussion
STRENGTHS AND LIMITATIONS
Strengths:
Strengths:
Strengths:
Strengths:
�Large stratified random sample
Large stratified random sample
Large stratified random sample
Large stratified random sample
�W WWWeighting to assess often overlooked populations
eighting to assess often overlooked populations
eighting to assess often overlooked populations
eighting to assess often overlooked populations
�Variety of behavioral and demographic variables
Variety of behavioral and demographic variables
Variety of behavioral and demographic variables
Variety of behavioral and demographic variables
Limitations:
Limitations:
Limitations:
Limitations:
�Cross
Cross
Cross
Cross- ---sectional PRAMS data
sectional PRAMS data
sectional PRAMS data
sectional PRAMS data- ---cannot assess directionality
cannot assess directionality
cannot assess directionality
cannot assess directionality
�Response rate of 67% may have biased results
Response rate of 67% may have biased results
Response rate of 67% may have biased results
Response rate of 67% may have biased results
�Recall bias of socially undesirable traits possible
Recall bias of socially undesirable traits possible
Recall bias of socially undesirable traits possible
Recall bias of socially undesirable traits possible
�Limited definition of main variables
Limited definition of main variables
Limited definition of main variables
Limited definition of main variables
CAUSALITY
HILL’S CRITERIA FOR CAUSE
1. Strength of the Association
1. Strength of the Association
1. Strength of the Association
1. Strength of the Association
2. Specificity of the Association
2. Specificity of the Association
2. Specificity of the Association
2. Specificity of the Association
3.
3.
3.
3. Consistency
Consistency
Consistency
Consistency of the Association
of the Association
of the Association
of the Association
4. Biological
4. Biological
4. Biological
4. Biological Plausibility
Plausibility
Plausibility
Plausibility
5.
5.
5.
5. Temporal
Temporal
Temporal
Temporal Relationship
Relationship
Relationship
Relationship
6. Dose Response effect
6. Dose Response effect
6. Dose Response effect
6. Dose Response effect
7. Intervention effect
7. Intervention effect
7. Intervention effect
7. Intervention effect
Causality
KNOWN ASSOCIATION
Bi
Bi
Bi
Bi- ---directional association:
directional association:
directional association:
directional association:
�Breastfeeding linked to multiple measures of
depressive sym
ptoms
�Depressive sym
ptoms linked to breastfeeding cessation
Common confounders
Common confounders
Common confounders
Common confounders: :::
�Maternal age, Education, Race/ Ethnicity, Parity,
Socioeconomic status, Marital status, Income, Body
Mass Index, Pregnancy Intention, Smoking
Causality
SRPPDS OUTCOMES
1st
Au
tho
r, Y
ea
rS
am
ple
Siz
eM
eth
od
Dir
ec
tio
nM
ea
sure
of
Ass
oc
iati
on
Tim
e P
oin
t o
f
Ass
oc
iati
on
Stu
dy
co
ntr
ibu
tio
n
Po
stp
art
um
De
pre
ssiv
e S
ym
pto
m O
utc
om
es
Wa
rne
r 1
99
62
37
5C
ross
-se
ctio
na
lN
ot
BF
->
EP
DS
>
12
OR
: 1
.52
(1
.12
-2
.06
)6
we
ek
sM
ag
nit
ud
e o
f a
sso
cia
tio
n
Ch
au
dro
n 2
00
14
65
Lo
ng
itu
din
al
Wo
rry
ab
ou
t B
F -
>
Dia
gn
ose
d
de
pre
ssio
n
(DS
M/
tre
atm
en
t)
Re
lati
ve
Ris
k:
3.0
(1
.04
-9.2
2)
4 w
ee
ks
Ma
gn
itu
de
of
ass
oci
ati
on
Yo
nk
ers
20
01
29
7C
ross
-se
ctio
na
lA
ny
BF
->
ED
PS
>1
2O
R:
0.6
0 (
0.4
4-
0.8
1)
3 w
ee
ks
Ma
gn
itu
de
of
ass
oci
ati
on
Me
zza
cap
pa
20
02
24
Lo
ng
itu
din
al
BF
vs
no
t B
F->
Ne
gM
oo
dA
NO
VA
: t(
21
)=
2.3
0;
p<
0.0
5D
uri
ng
b
rea
stfe
ed
ing
se
ssio
n1
-7 m
on
ths
Dif
fere
nce
in
E
xpo
sure
gro
up
s
Gro
ër
20
05
18
3C
ross
-se
ctio
na
lE
xclu
siv
e B
F v
s n
ot
BF
->
Mo
od
Sco
res,
S
tre
ss s
core
s
AN
OV
A t
=2
.89
p
=0
.00
44
-6 w
ee
ks
Dif
fere
nce
in
E
xpo
sure
gro
up
s
Ha
tto
n 2
00
51
85
Lo
ng
itu
din
al
An
y B
F v
s n
ot
BF
-> E
PD
S ≥
14
AN
OV
A p
<0
.05
6 w
ee
ks
Dif
fere
nce
in
E
xpo
sure
gro
up
s
Wa
tkin
s 2
01
12
18
5L
on
git
ud
ina
lD
isli
ke
BF
->
EP
DS
>1
2O
R=
1.4
2 (
1.0
4-
1.9
3)
8 w
ee
ks
Ma
gn
itu
de
of
ass
oci
ati
on
Ta
sha
ko
ri 2
01
21
50
Ca
se-c
on
tro
lN
ot
BF
vs
BF
->
EP
DS
>1
2X
2(t
=-2
.9,d
f=1
48
);
p=
0.0
04
8 w
ee
ks
Dif
fere
nce
in
E
xpo
sure
gro
up
s
Yst
rom
20
12
42
,22
5L
on
git
ud
ina
lB
F o
r M
ixe
d B
F
Fo
rm->
An
x &
De
p
Sy
mp
tom
s
β=
0.0
8(0
.05
-0.1
1)
(Mix
ed
) β
=0
.24
(0.2
1-0
.29
) (F
orm
)
6 m
on
ths
Dif
fere
nce
in
a
mo
un
t o
f B
F
Zu
ba
ran
20
12
89
Cro
ss-s
ect
ion
al
BF
se
lf-e
ffic
acy
->
EP
DS
>1
2,
R2=
0.1
25
; F
(1,8
7)-
12
.43
p=
0.0
01
2-1
2 w
ee
ks
Do
se-r
esp
on
se
ass
oci
ati
on
Causality
BREASTFEEDING OUTCOMES
1st
Au
tho
r,
Ye
ar
Sa
mp
le S
ize
Me
tho
dD
ire
cti
on
Me
asu
re o
f
Ass
oc
iati
on
Tim
e P
oin
t o
f
Ass
oc
iati
on
Stu
dy
co
ntr
ibu
tio
n
Bre
ast
fee
din
g O
utc
om
es
He
nd
ers
on
20
03
14
10
Lo
ng
itu
din
al
EP
DS
>1
2 -
> B
F
Ce
ssa
tio
nH
R=
1.2
5 (
1.0
3-
1.5
2)
Pri
or
to 8
we
ek
sM
ag
nit
ud
e o
f a
sso
cia
tio
n
De
nn
is 2
00
75
94
Lo
ng
itu
din
al
EP
DS
>1
2 -
>B
F
dis
con
tin
ua
tio
n
OR
: 0
.57
(0
.34
-0
.95
)E
PD
S 1
-we
ek
BF
4
-8 w
ee
ks
Ma
gn
itu
de
of
ass
oci
ati
on
Ga
ffn
ey
20
12
14
47
Lo
ng
itu
din
al
EP
DS
> 9
->
Lo
w
BF
in
ten
sity
OR
: 1
.57
(1
.16
-2
.13
)8
We
ek
sM
ag
nit
ud
e o
f a
sso
cia
tio
n
Causality
STRENGTH OF THE ASSOCIATION
The association is mildly to moderately strong
The association is mildly to moderately strong
The association is mildly to moderately strong
The association is mildly to moderately strong
Significant p
Significant p
Significant p
Significant p- ---values and confidence intervals across
values and confidence intervals across
values and confidence intervals across
values and confidence intervals across
studies suggest confidence in significance of the
studies suggest confidence in significance of the
studies suggest confidence in significance of the
studies suggest confidence in significance of the
association
association
association
association
Moderate support for causal relationship
Moderate support for causal relationship
Moderate support for causal relationship
Moderate support for causal relationship
Causality
SPECIFICITY
Breastfeeding measures
Breastfeeding measures
Breastfeeding measures
Breastfeeding measures
�Exclusive vs Mixed vs Any vs Not
�Feeling regarding breastfeeding/ Self-efficacy
�Duration, intensity
Depressive sym
ptoms measures
Depressive sym
ptoms measures
Depressive sym
ptoms measures
Depressive sym
ptoms measures
�EPDS >9 or >12
�Mood scores
Mild to moderate support
Mild to moderate support
Mild to moderate support
Mild to moderate support
Causality
CONSISTENCY
Relationship between measures of breastfeeding status
Relationship between measures of breastfeeding status
Relationship between measures of breastfeeding status
Relationship between measures of breastfeeding status
and measures of depressive sym
ptoms found
and measures of depressive sym
ptoms found
and measures of depressive sym
ptoms found
and measures of depressive sym
ptoms found
consistently across studies
consistently across studies
consistently across studies
consistently across studies
Consistency provides moderate support for a causal
Consistency provides moderate support for a causal
Consistency provides moderate support for a causal
Consistency provides moderate support for a causal
relationship
relationship
relationship
relationship
Causality
BIOLOGICAL PLAUSIBILITY
Oxytocin
Oxytocin
Oxytocin
Oxytocin
�Lactation and mood regulation
Prolactin
Prolactin
Prolactin
Prolactin
�Increases with breastfeeding
�Low levels associated with increased negative mood
Stress
Stress
Stress
Stress
�Inflammation triggers depression
�Induced via sleep deprivation
�Breastfeeding reduces stress levels
Provides moderate to strong support
Provides moderate to strong support
Provides moderate to strong support
Provides moderate to strong support
Causality
TEMPORALITY
Breastfeeding Depressive sym
ptoms
Breastfeeding Depressive sym
ptoms
Breastfeeding Depressive sym
ptoms
Breastfeeding Depressive sym
ptoms
�Watkins 2011: Women with severe breastfeeding pain in the first day, first week, and
Watkins 2011: Women with severe breastfeeding pain in the first day, first week, and
Watkins 2011: Women with severe breastfeeding pain in the first day, first week, and
Watkins 2011: Women with severe breastfeeding pain in the first day, first week, and
second week more likely to be depressed at two months
second week more likely to be depressed at two months
second week more likely to be depressed at two months
second week more likely to be depressed at two months
�Ystrom
Ystrom
Ystrom
Ystrom2012: Adjusting for depressive sym
ptoms at 30 weeks gestation, postpartum
2012: Adjusting for depressive sym
ptoms at 30 weeks gestation, postpartum
2012: Adjusting for depressive sym
ptoms at 30 weeks gestation, postpartum
2012: Adjusting for depressive sym
ptoms at 30 weeks gestation, postpartum
depressive sym
ptoms at 6 months were predicted by increased bottle
depressive sym
ptoms at 6 months were predicted by increased bottle
depressive sym
ptoms at 6 months were predicted by increased bottle
depressive sym
ptoms at 6 months were predicted by increased bottle- ---feeding and
feeding and
feeding and
feeding and
mixed breastfeeding in the months prior. Additionally women with depressive
mixed breastfeeding in the months prior. Additionally women with depressive
mixed breastfeeding in the months prior. Additionally women with depressive
mixed breastfeeding in the months prior. Additionally women with depressive
sym
ptoms during pregnancy had higher levels of depressive sym
ptoms postpartum
sym
ptoms during pregnancy had higher levels of depressive sym
ptoms postpartum
sym
ptoms during pregnancy had higher levels of depressive sym
ptoms postpartum
sym
ptoms during pregnancy had higher levels of depressive sym
ptoms postpartum
compared to women with out depressive sym
ptoms during pregnancy.
compared to women with out depressive sym
ptoms during pregnancy.
compared to women with out depressive sym
ptoms during pregnancy.
compared to women with out depressive sym
ptoms during pregnancy.
�Mezzacappa
Mezzacappa
Mezzacappa
Mezzacappa2002: From 10
2002: From 10
2002: From 10
2002: From 10 mins
mins
mins
minsbefore to 10
before to 10
before to 10
before to 10 mins
mins
mins
minsafter breastfeeding, mothers
after breastfeeding, mothers
after breastfeeding, mothers
after breastfeeding, mothers
reported a statistically significant decrease in negative mood compared with bottle
reported a statistically significant decrease in negative mood compared with bottle
reported a statistically significant decrease in negative mood compared with bottle
reported a statistically significant decrease in negative mood compared with bottle- ---
feeding. Breastfeeding mothers
feeding. Breastfeeding mothers
feeding. Breastfeeding mothers
feeding. Breastfeeding mothers
Depressive sym
ptoms Breastfeeding
Depressive sym
ptoms Breastfeeding
Depressive sym
ptoms Breastfeeding
Depressive sym
ptoms Breastfeeding
�Henderson 2003: Women who experienced postpartum depression at anytime in the
Henderson 2003: Women who experienced postpartum depression at anytime in the
Henderson 2003: Women who experienced postpartum depression at anytime in the
Henderson 2003: Women who experienced postpartum depression at anytime in the
year after birth were more likely to stop breastfeeding and in most cases, onset of
year after birth were more likely to stop breastfeeding and in most cases, onset of
year after birth were more likely to stop breastfeeding and in most cases, onset of
year after birth were more likely to stop breastfeeding and in most cases, onset of
depressive sym
ptoms preceded breastfeeding cessation
depressive sym
ptoms preceded breastfeeding cessation
depressive sym
ptoms preceded breastfeeding cessation
depressive sym
ptoms preceded breastfeeding cessation
Causality
DOSE-RESPONSE & INTERVENTION
Ystrom
Ystrom
Ystrom
Ystrom2012:
2012:
2012:
2012:
�Bottle feeding higher risk factor for postpartum
depressive sym
ptoms than mixed breastfeeding
Provides Mild support
Provides Mild support
Provides Mild support
Provides Mild support
No intervention effect noted in these studies
No intervention effect noted in these studies
No intervention effect noted in these studies
No intervention effect noted in these studies
Causality
SUMMARY
There is some evidence to suggest a causal relationship
There is some evidence to suggest a causal relationship
There is some evidence to suggest a causal relationship
There is some evidence to suggest a causal relationship
Major question regarding directionality
Major question regarding directionality
Major question regarding directionality
Major question regarding directionality
Bias, confounding, chance not consistently found across
Bias, confounding, chance not consistently found across
Bias, confounding, chance not consistently found across
Bias, confounding, chance not consistently found across
studies to explain association
studies to explain association
studies to explain association
studies to explain association
�Small sample size, non-response, loss to follow-up (Hatton,
2005; Yonkers 2001; Dennis 2007).
�Misclassification: to lack of reevaluation of mothers or exclusion
of mothers based mixed breastfeeding status (Tashakori2012)
�Depressive sym
ptoms scores (Chaudron2001, Dennis 2007).
�Some confounders not considered: transition from
breastfeeding to solid foods and return to employm
ent
�Most studies subsets of larger studies not geared towards this
association
FUTURE STUDIES
Directionality
Directionality
Directionality
Directionality
Onset
Onset
Onset
Onset of depressive
of depressive
of depressive
of depressive sym
ptoms
sym
ptoms
sym
ptoms
sym
ptoms
Levels of
Levels of
Levels of
Levels of breastfeeding
breastfeeding
breastfeeding
breastfeeding
I IIIntervention
ntervention
ntervention
ntervention effect
effect
effect
effect
PUBLIC HEALTH IMPLICATIONS
Support
Support
Support
Support of breastfeeding practices to improve mental health
of breastfeeding practices to improve mental health
of breastfeeding practices to improve mental health
of breastfeeding practices to improve mental health
outcomes, im
prove mother
outcomes, im
prove mother
outcomes, im
prove mother
outcomes, im
prove mother- ---infant
infant
infant
infant bonding
bonding
bonding
bonding
If breastfeeding decreases SRPPDS encouragement of
If breastfeeding decreases SRPPDS encouragement of
If breastfeeding decreases SRPPDS encouragement of
If breastfeeding decreases SRPPDS encouragement of
breastfeeding initiation and duration could be used to decrease
breastfeeding initiation and duration could be used to decrease
breastfeeding initiation and duration could be used to decrease
breastfeeding initiation and duration could be used to decrease
severity of depressive sym
ptoms in mothers hesitant to use
severity of depressive sym
ptoms in mothers hesitant to use
severity of depressive sym
ptoms in mothers hesitant to use
severity of depressive sym
ptoms in mothers hesitant to use
antidepressants.
antidepressants.
antidepressants.
antidepressants.
If SRPPDS early on decreases breastfeeding intensity and duration
If SRPPDS early on decreases breastfeeding intensity and duration
If SRPPDS early on decreases breastfeeding intensity and duration
If SRPPDS early on decreases breastfeeding intensity and duration
then early screening and recognition of depressive sym
ptoms
then early screening and recognition of depressive sym
ptoms
then early screening and recognition of depressive sym
ptoms
then early screening and recognition of depressive sym
ptoms
and treatm
ent could im
prove breastfeeding outcomes
and treatm
ent could im
prove breastfeeding outcomes
and treatm
ent could im
prove breastfeeding outcomes
and treatm
ent could im
prove breastfeeding outcomes
If the association is bidirectional then early recognition of
If the association is bidirectional then early recognition of
If the association is bidirectional then early recognition of
If the association is bidirectional then early recognition of
depressive sym
ptoms as well as support of breastfeeding
depressive sym
ptoms as well as support of breastfeeding
depressive sym
ptoms as well as support of breastfeeding
depressive sym
ptoms as well as support of breastfeeding
practice may confer improved mental health as well as other
practice may confer improved mental health as well as other
practice may confer improved mental health as well as other
practice may confer improved mental health as well as other
health outcomes in mother and infants.
health outcomes in mother and infants.
health outcomes in mother and infants.
health outcomes in mother and infants.
ACKNOWLEDGEMENT
Committee Members
Committee Members
Committee Members
Committee Members
�Dr. Ken Rosenberg
�Dr. Liz Adams
�Dr. TomiMori
Public Health and Preventive Medicine
Public Health and Preventive Medicine
Public Health and Preventive Medicine
Public Health and Preventive Medicine
Priya
Priya
Priya
Priya
Srikanth
Srikanth
Srikanth
Srikanth
Al Sandoval
Al Sandoval
Al Sandoval
Al Sandoval