Association Between Learning Environment Interventionsand Medical Student Well-beingA Systematic ReviewLauren T. Wasson, MD, MPH; Amberle Cusmano, MA; Laura Meli, MSEd; Irene Louh, MD, PhD;Louise Falzon, PGDipInf; Meghan Hampsey; Geoffrey Young, PhD; Jonathan Shaffer, PhD, MS;Karina W. Davidson, PhD, MASc
IMPORTANCE Concerns exist about the current quality of undergraduate medical educationand its effect on students’ well-being.
OBJECTIVE To identify best practices for undergraduate medical education learningenvironment interventions that are associated with improved emotional well-beingof students.
DATA SOURCES Learning environment interventions were identified by searching thebiomedical electronic databases Ovid MEDLINE, EMBASE, the Cochrane Library, and ERICfrom database inception dates to October 2016. Studies examined any intervention designedto promote medical students’ emotional well-being in the setting of a US academic medicalschool, with an outcome defined as students’ reports of well-being as assessed by surveys,semistructured interviews, or other quantitative methods.
DATA EXTRACTION AND SYNTHESIS Two investigators independently reviewed abstracts andfull-text articles. Data were extracted into tables to summarize results. Study quality wasassessed by the Medical Education Research Study Quality Instrument (MERQSI), which hasa possible range of 5 to 18; higher scores indicate higher design and methods qualityand a score of 14 or higher indicates a high-quality study.
FINDINGS Twenty-eight articles including at least 8224 participants met eligibility criteria.Study designs included single-group cross-sectional or posttest only (n = 10), single-grouppretest/posttest (n = 2), nonrandomized 2-group (n = 13), and randomized clinical trial(n = 3); 89.2% were conducted at a single site, and the mean MERSQI score for all studies was10.3 (SD, 2.11; range, 5-13). Studies encompassed a variety of interventions, including thosefocused on pass/fail grading systems (n = 3; mean MERSQI score, 12.0), mental healthprograms (n = 4; mean MERSQI score, 11.9), mind-body skills programs (n = 7; mean MERSQIscore, 11.3), curriculum structure (n = 3; mean MERSQI score, 9.5), multicomponent programreform (n = 5; mean MERSQI score, 9.4), wellness programs (n = 4; mean MERSQI score,9.0), and advising/mentoring programs (n = 3; mean MERSQI score, 8.2).
CONCLUSIONS AND RELEVANCE In this systematic review, limited evidence suggested thatsome specific learning environment interventions were associated with improved emotionalwell-being among medical students. However, the overall quality of the evidence was low,highlighting the need for high-quality medical education research.
JAMA. 2016;316(21):2237-2252. doi:10.1001/jama.2016.17573Corrected on February 19, 2019.
Editorial page 2195
Related article page 2214
Supplemental content
CME Quiz atjamanetworkcme.com
Author Affiliations: Center forBehavioral Cardiovascular Health,Columbia University Medical Center,New York, New York (Wasson,Cusmano, Meli, Louh, Falzon,Davidson); George WashingtonUniversity, Washington, DC(Hampsey); Association of AmericanMedical Colleges, Washington, DC(Young); Department of Psychology,College of Liberal Arts and Sciences,University of Colorado at Denver(Shaffer); NewYork–PresbyterianHospital, New York, New York(Davidson).
Corresponding Author: Karina W.Davidson, PhD, MASc, Center forBehavioral Cardiovascular Health,Columbia University Medical Center,622 W 168th St, PH 9-314,New York, NY 10032([email protected]).
Research
JAMA | Original Investigation
(Reprinted) 2237
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M edical schools strive to educate knowledgeable, car-ing, and professional physicians and pay particularattention to opportunities for improving the under-graduate medical education (UME) learning environment asthey realize its influence on the education of future physicians.1
A critical element of the learning environment is its ef-fect on student well-being. Although matriculating US medi-cal students begin training with significantly lower rates of de-pression and burnout and report better mental and emotional
quality of life than othercollege-educated youngadults,2 their reportedwell-being decreases dur-ing the UME years. The re-ported rate of moderate tosevere depression is ap-proximately 14% and of
burnout symptoms is 52%—higher than reported by othergraduate students or population control samples.3,4 Studies in-dicate that up to 11% of medical students report suicidalideation.5
The Association of American Medical Colleges includes inits vision for improving medical education “the health and well-being of learners.”6 This systematic review evaluated the as-sociation between UME learning environment interventionsand the emotional well-being of students.
MethodsSearch StrategyPotentially relevant articles were identified (Figure) by search-ing the biomedical electronic databases Ovid MEDLINE,EMBASE, the Cochrane Library, and ERIC from database in-ception dates to October 2016 (eAppendix in the Supple-ment). Additional records were identified by scanning the ref-erence lists of relevant studies and reviews published betweenMay 2011 and October 2016 and by using the “similar ar-ticles” feature in PubMed and the “cited reference search” inWeb of Science. We searched for gray literature (“that whichis produced on all levels of government, academics, businessand industry in print and electronic formats, but which is notcontrolled by commercial publishers”)7 through ongoing trialregistries, academic dissertations, and websites of relevant or-ganizations (eg, Association of American Medical Colleges)(eAppendix in the Supplement).
Selection CriteriaStudies had to have examined the outcomes associated withany intervention aiming to promote students’ emotionalwell-being in the setting of an academic US medical school.The well-being outcome had to be obtained through surveys,semistructured interviews, or other quantitative methods.Open-ended response formats were excluded because theirmethodologic quality could not be appraised with the instru-ment used in this review. Medical education interventionsmeasured with open-ended responses have been reviewedand appraised elsewhere.8,9
Methodologic Quality RatingStudy quality was assessed using the Medical EducationResearch Study Quality Instrument (MERSQI), which wasdeveloped to appraise the methodologic quality of quantita-tive medical education research.10 MERSQI scores have beenpositively correlated with editorial decisions to publish andwith the presence of external funding for the researchconducted.10 The instrument is based on 10 design andmethods criteria: study design, number of institutions stud-ied, response rate, data type, internal structure, contentvalidity, criterion validity, appropriateness of data analysis,complexity of analysis, and outcome level. These criteriaform 6 domains, each with a maximum score of 3 and aminimum of 0 or 1, that sum to produce a total score thatranges from 5 to 18.
The MERSQI was preferred to the Newcastle-OttawaScale–Education (NOS-E), another assessment tool for medi-cal education research quality, because it was found to have
GWB General Well-Being Schedule
MERSQI Medical Education ResearchStudy Quality Instrument
NOS-E Newcastle-OttawaScale–Education
UME undergraduate medicaleducation
Figure. Review and Selection of Articles on the Association BetweenLearning Environment Interventions and Medical Student Well-being
4207 Records identified throughdatabase searching
3676 Records remaining and screenedafter duplicates removed
59 Full-text articles excluded23 Irrelevant intervention
7 Non–medical studentpopulation
3 Awaiting study results
15 Irrelevant outcomes11 Excluded study design
3589 Records excluded
30 Additional records identifiedthrough other sources
28 Studies included inqualitative synthesis
87 Full-text articles assessedfor eligibility
Key PointsQuestion What undergraduate medical education learningenvironment interventions are associated with improvedemotional well-being among medical students?
Findings In a systematic review of the medical literature, only 28articles described empirically evaluated interventions and only 3included randomization, so methodologic rigor was limited.However, some data support preclinical pass/fail grading, mentalhealth programs, wellness programs, mentoring programs,curricular restructuring, and multicomponent program reform.
Meaning There is limited evidence to support learningenvironment interventions for improvement of emotionalwell-being among medical students. High-quality researchis needed.
Research Original Investigation Learning Environment Interventions and Medical Student Well-being
2238 JAMA December 6, 2016 Volume 316, Number 21 (Reprinted) jama.com
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Tabl
e1.
Stud
yCo
mpa
rison
and
Out
com
eM
easu
res
Sour
ceDe
sign
Popu
latio
nCo
mpa
rison
sSa
mpl
eSi
zes
Out
com
eM
easu
res
Mai
nRe
sults
Pass
/Fai
lGra
ding
Syst
ems
Bloo
dgoo
det
al,1
320
09No
nran
dom
ized
2-gr
oup
Firs
t-an
dse
cond
-yea
rm
edic
alst
uden
ts
Coho
rtw
ithpa
ss/f
ail
grad
ing
syst
emvs
earli
erco
hort
with
5-in
terv
algr
adin
gsy
stem
(A/B
/C/D
/F)
N=
281
Pass
/fai
l=14
05-
inte
rval
=14
1
Que
stio
nsre
gard
ing
satis
fact
ion
with
scho
ol,s
atis
fact
ion
with
pers
onal
life
Dupu
yGe
nera
lWel
l-be
ing
Sche
dule
14
Pass
/fai
lvsg
rade
daf
ters
emes
ter1
(sco
res)
:An
xiet
y:18
.14
(vs1
5.98
)(P
=.0
02);
depr
essi
on:1
7.62
(vs1
5.89
)(P
<.0
01);
wel
l-be
ing:
13.0
2(v
s11.
02)(
P<
.001
);se
lf-co
ntro
l:15
.51
(vs1
4.12
)(P
<.0
01);
vita
lity:
14.6
0(v
s12.
15)(
P<
.001
);ge
nera
lhea
lth:1
2.56
(vs1
1.48
)(P
=.0
2)Pa
ss/f
ailv
sgra
ded
afte
rsem
este
r2(s
core
s):
Anxi
ety:
19.0
1(v
s17.
65)(
P=
.05)
;dep
ress
ion:
17.6
1(v
s16.
65)(
P=
.05)
;w
ell-
bein
g:13
.09
(vs1
2.20
)(P
=.0
3);s
elf-
cont
rol:
15.1
0(v
s14.
45)(
P=
.13)
;vi
talit
y:15
.16
(vs1
3.31
)(P
=.0
01);
gene
ralh
ealth
:11.
99(v
s11.
24)(
P=
.15)
Pass
/fai
lvsg
rade
daf
ters
emes
ter3
(sco
res)
:An
xiet
y:17
.02
(vs1
4.55
)(P
=.0
01);
depr
essi
on:1
6.92
(vs1
5.08
)(P
=.0
01);
wel
l-be
ing:
12.3
7(v
s10.
74)(
P<
.001
);se
lf-co
ntro
l:15
.13
(vs1
4.40
)(P
=.0
8);
vita
lity:
14.1
0(v
s11.
95)(
P<
.001
);ge
nera
lhea
lth:1
1.25
(vs1
0.84
)(P
=.4
7)Pa
ss/f
ailv
sgra
ded
afte
rsem
este
r4(s
core
s):
Anxi
ety:
14.0
8(v
s14.
20)(
P=
.86)
;dep
ress
ion:
15.5
6(v
s15.
35)(
P=
.71)
;w
ell-
bein
g:10
.59
(vs1
0.40
)(P
=.6
7);s
elf-
cont
rol:
14.6
1(v
s14.
42)(
P=
.63)
;vi
talit
y:12
.88
(vs1
2.06
)(P
=.1
1);g
ener
alhe
alth
:11.
30(v
s11.
31)(
P=
.99)
Rohe
etal
,15
2006
Nonr
ando
miz
ed2-
grou
pFi
rst-
and
seco
nd-y
ear
med
ical
stud
ents
Coho
rtw
ithpa
ss/f
ail
grad
ing
syst
emvs
earli
erco
hort
with
5-in
terv
algr
adin
gsy
stem
(A/B
/C/D
/F)
N=
81Pa
ss/f
ail=
405-
inte
rval
=41
Perc
eive
dSt
ress
Scal
e16
,17
Prof
ileof
Moo
dSt
ates
18
Perc
eive
dCo
hesi
onSc
ale1
9
Pass
/fai
lvsg
rade
dat
end
offir
stye
ar(s
core
):Pe
rcei
ved
Stre
ssSc
ale:
10.9
(SD,
6.2)
vs13
.8(S
D,6.
4)(P
=.0
2);P
rofil
eof
Moo
dSt
ates
:13.
0(S
D,23
.5)v
s32.
0(S
D,39
.0)(
P=
.02)
;Per
ceiv
edCo
hesi
onSc
ale:
37.8
(SD,
5.5)
vs32
.9(S
D,8.
4)(P
=.0
1)Pa
ss/f
ailv
sgra
ded
aten
dof
seco
ndye
ar(s
core
):Pe
rcei
ved
Stre
ssSc
ale:
15.8
(SD,
6.8)
vs20
.5(S
D,7.
8)(P
=.0
1);P
rofil
eof
Moo
dSt
ates
:47.
1(S
D,31
.9)v
s64.
6(S
D,40
.5)(
P=
.07)
;Per
ceiv
edCo
hesi
onSc
ale:
33.8
(SD,
8.0)
vs29
.0(S
D,9.
9)(P
=.0
2)Re
edet
al,2
0
2011
Nonr
ando
miz
ed≥2
-gro
upFi
rst-
and
seco
nd-y
ear
med
ical
stud
ents
Inst
itutio
nsw
ithpa
ss/f
ailg
radi
ngsy
stem
svs
inst
itutio
nsw
ith≥3
-int
erva
lgra
ding
syst
ems(
eg,
hono
rs/p
ass/
fail)
N=
2056
n=
1192
resp
onde
dPa
ss/f
ail=
701
≥3-i
nter
val=
491
Mas
lach
Burn
outI
nven
tory
21
Perc
eive
dSt
ress
Scal
e16
,17
Med
ical
Out
com
esSt
udy
Shor
tFor
m2
2,2
3
Perc
eive
dSt
ress
Scal
e:β
=1.
91;9
5%CI
,1.0
5-2.
78(P
<.0
01)
Men
talq
ualit
yof
life:
β=
−2.7
9;95
%CI
,−4.
09to
1.5
(P<
.001
)Bu
rnou
t:O
R,1.
85;9
5%CI
,1.2
4-2.
01(P
<.0
01)
Serio
usly
cons
ider
eddr
oppi
ngou
tofm
edic
alsc
hool
inth
epa
stye
ar:O
R,1.
91;9
5%CI
,1.
30-2
.80
(P=
.001
)
Men
talH
ealth
Prog
ram
s
Thom
pson
etal
,24
2010
Nonr
ando
miz
ed2-
grou
pTh
ird-y
ear
med
ical
stud
ents
Coho
rtw
ithm
ultip
rong
edm
enta
lhe
alth
prog
ram
vsea
rlier
coho
rtw
ithou
tpr
ogra
m
N=
120
Prog
ram
coho
rt=
62Ea
rlier
coho
rt=
58
Cent
erfo
rEpi
dem
iolo
gic
Stud
ies
Depr
essi
onSc
ale2
5qu
estio
non
suic
idal
idea
tion
Pre-
/pos
tinte
rven
tion:
Depr
essi
vesy
mpt
oms,
26/4
4(5
9.1%
)vs1
4/58
(24.
1%);
χ2 2=
12.8
4(P
<.0
1);
suic
idal
idea
tion,
13/4
3(3
0.2%
)vs1
/33
(3.0
%);
χ2 1=
13.0
5(P
<.0
01)
Dow
nset
al,2
620
14Si
ngle
-gro
upcr
oss-
sect
iona
lor
post
test
only
Ally
ears
N=
1008
(pro
gram
)n
=34
3(p
rogr
aman
dsc
reen
)
Patie
ntHe
alth
Que
stio
nnai
re92
7,2
8No
.not
prov
ided
;all
Pva
lues
repo
rted
as“n
onsi
gnifi
cant
”Am
ong
thos
esc
reen
ed,m
enta
lhea
lthse
rvic
eut
iliza
tion:
Year
1:11
.5%
;yea
r4:1
5.0%
;χ2 3
:1.2
7Am
ong
thos
esc
reen
ed,s
uici
deris
k:Ye
ar1:
8.8%
;yea
r4:6
.2%
;χ2 3
=0.
45M
enta
lHea
lthPr
ogra
ms(
cont
inue
d)
(con
tinue
d)
Learning Environment Interventions and Medical Student Well-being Original Investigation Research
jama.com (Reprinted) JAMA December 6, 2016 Volume 316, Number 21 2239
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Tabl
e1.
Stud
yCo
mpa
rison
and
Out
com
eM
easu
res(
cont
inue
d)
Sour
ceDe
sign
Popu
latio
nCo
mpa
rison
sSa
mpl
eSi
zes
Out
com
eM
easu
res
Mai
nRe
sults
Serit
anet
al,2
920
15No
nran
dom
ized
≥2-g
roup
Ally
ears
Coho
rtw
ithm
enta
lhe
alth
prog
ram
vsea
rlier
coho
rtw
ithou
tpr
ogra
man
dvs
natio
nala
vera
ge
Nosa
mpl
esi
zefo
rNo.
ofst
uden
tsre
ferr
edto
serv
ices
ACGM
EGr
adua
tion
Surv
ey,n
=52
5
Amer
ican
Med
ical
Colle
gesG
radu
atio
nQ
uest
ionn
aire
30
Men
talh
ealth
serv
ice
self-
refe
rral
(No.
notp
rovi
ded)
:Ti
me
1,50
%;t
ime
2,88
%;t
ime
3,91
%O
ther
refe
rral
:Ti
me
1:50
%;t
ime
2:12
%;t
ime
3:9%
Pre-
vsla
stpo
stin
terv
entio
nsa
tisfa
ctio
nsc
ores
are
show
nfo
rthe
prog
ram
(nat
iona
lsc
ores
from
that
year
inpa
rent
hese
s):
Pers
onal
coun
selin
g:20
09:3
.5(3
.7)v
s201
3:4.
4(4
.0)
Stud
entm
enta
lhea
lthse
rvic
es:
2009
:3.5
(3.6
)vs2
013:
4.3
(4.0
)St
ress
man
agem
entp
rogr
ams(
post
inte
rven
tion
only
):20
09:3
.6(3
.8)v
s201
3:4.
3(3
.9)
Mou
tier
etal
,31
2012
Sing
legr
oup
cros
s-se
ctio
nal
orpo
st-t
esto
nly
Ally
ears
N=
498
(132
scre
ened
)Ite
msf
rom
Patie
ntHe
alth
Que
stio
nnai
re92
7,2
8m
easu
ring
men
talh
ealth
serv
ice
refe
rral
rate
Refe
rred
tom
enta
lhea
lthpr
ofes
sion
alba
sed
inpa
rton
Patie
ntHe
alth
Que
stio
nnai
re9,
ofth
ose
scre
ened
:15/
132
(11%
)
Min
d-Bo
dySk
illsE
duca
tion/
Trai
ning
Prog
ram
s
Erog
ulet
al,3
220
14Ra
ndom
ized
clin
ical
tria
lFi
rst-
year
med
ical
stud
ents
Min
dful
ness
-bas
edst
ress
redu
ctio
nin
terv
entio
nvs
cont
rol(
rand
omiz
ed)
N=
58In
terv
entio
n=
28Co
ntro
l=30
Perc
eive
dSt
ress
Scal
e16
,17
Self-
Com
pass
ion
Scal
e33
Chan
gein
case
from
pre-
topo
stin
terv
entio
n(c
hang
esc
ore)
:Pe
rcei
ved
Stre
ssSc
ale,
3.63
;95%
CI,0
.37-
6.89
(P=
.03)
;Sel
f-Co
mpa
ssio
nSc
ale,
0.58
;95%
CI,0
.23-
0.92
(P=
.002
)Ch
ange
inca
sefr
ompr
eint
erve
ntio
nto
6-m
ofo
llow
-up
(cha
nge
scor
e):P
erce
ived
Stre
ssSc
ale,
2.91
;95%
CI,−
0.37
to6.
19(P
=.0
8);S
elf-
Com
pass
ion
Scal
e,0.
56;9
5%CI
,0.2
5-0.
87(P
=.0
01)
Holtz
wor
th-
Mun
roe
etal
,34
1985
Rand
omiz
edcl
inic
altr
ial
Firs
t-an
dse
cond
-yea
rm
edic
alst
uden
ts
Min
d-bo
dypr
ogra
mvs
cont
rol
(ran
dom
ized
)
N=
40In
terv
entio
n=
20Co
ntro
l=20
Spie
lber
gerS
tate
-Tra
itAn
xiet
yIn
vent
ory3
5
Anxi
ety
inte
stan
dso
cial
situ
atio
nqu
estio
nnai
reTe
nsio
nan
dde
pres
sion
ques
tionn
aire
Self-
este
emm
easu
reSt
ress
ques
tionn
aire
Inte
rven
tion
vsco
ntro
latf
ollo
w-u
p(s
core
)M
ore
awar
eof
tens
ion:
F 5,1
8=
37.1
6(P
<.0
01);
deal
ing
bett
erw
ithsc
hool
stre
ss:
F 5,1
8=
5.05
(P<
.04)
;anx
iety
befo
rete
st:F
1,2
2=
10.4
2(P
<.0
05)
Krae
mer
etal
,36
2016
Nonr
ando
miz
ed2-
grou
pFi
rst-
and
seco
nd-y
ear
med
ical
stud
ents
Min
d-bo
dypr
ogra
mvs
cont
rol
(non
rand
omiz
ed)
N=
52In
terv
entio
n=
28Co
ntro
l=24
Dist
ress
Tole
ranc
eSc
ale3
7
Perc
eive
dSt
ress
Scal
e10
16
,17
Posi
tive
Affe
ctNe
gativ
eAf
fect
Sche
dule
38
Chan
gesi
ndi
stre
ssto
lera
nce
(cha
nge
scor
e):
Min
d-bo
dy,0
.53;
t=−2
.81;
95%
CI,0
.92-
0.14
(P=
.01)
;con
trol
:0.2
5;t=
−1.6
695%
CI,−
0.06
to0.
55(P
=.1
1)
Rose
nzw
eig
etal
,39
2003
Nonr
ando
miz
ed2-
grou
pSe
cond
-yea
rm
edic
alst
uden
tsM
indf
ulne
ss-b
ased
stre
ssre
duct
ion
prog
ram
vsco
ntro
l(n
onra
ndom
ized
)
N=
302
Inte
rven
tion
=14
0Co
ntro
l=16
2
Prof
ileof
Moo
dSt
ates
18
Prof
ileof
Moo
dSt
ates
tota
lmoo
ddi
stur
banc
efo
rint
erve
ntio
nvs
cont
rol(
scor
e):
Inte
rven
tion,
38.7
(SD,
33.3
)vs3
1.8
(SD,
33.8
)(P
=.0
5);c
ontr
ol:2
8.0
(SD,
31.2
)vs
38.6
(SD,
32.8
)(P
<.0
01);
inte
ract
ion:
d=
−0.1
8(P
<.0
01)
Fink
elst
ein
etal
,40
2007
Nonr
ando
miz
ed2-
grou
pSe
cond
-yea
rm
edic
alst
uden
tsM
ind-
body
elec
tive
vsco
ntro
l(n
onra
ndom
ized
)
N=
72In
terv
entio
n=
26Co
ntro
l=46
Sym
ptom
Chec
klis
t90
Anxi
ety
Subs
cale
41
Prof
ileof
Moo
dSt
ates
18
Perc
eive
dSt
ress
ofM
edic
alSc
hool
Scal
e42
2-Ite
mDe
pres
sion
Inde
x43
Tim
e/gr
oup
inte
ract
ion
fors
core
s:An
xiet
y(S
ympt
omCh
eckl
ist-
90):
F 1,2
=3.
95(P
<.0
5);P
rofil
eof
Moo
dSt
ates
:F 1
,2=
3.77
(P<
.05)
;Per
ceiv
edSt
ress
ofM
edic
alSc
hool
Scal
e:F 1
,2=
.11
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”)
Gree
son
etal
,44
2015
Sing
le-g
roup
pret
est/
post
test
Ally
ears
Befo
revs
afte
rm
ind-
body
skill
sin
terv
entio
n
N=
44Co
gniti
vean
dAf
fect
ive
Min
dful
ness
Scal
e–Re
vise
d45
Perc
eive
dSt
ress
Scal
e16
,17
Ope
n-en
ded
feed
back
Pre-
/pos
tinte
rven
tion
(sco
re):
Perc
eive
dSt
ress
Scal
e,29
.73
(SD,
9.61
)vs2
0.25
(SD,
9.03
);t(
33)
=7.
90;
d=
1.38
(P<
.001
)M
indf
ulne
ss:2
9.24
(SD,
5.54
)vs3
3.88
(SD,
6.13
);t(
33)
=5.
27;d
=0.
92(P
<.0
01)
Bond
etal
,46
2013
Sing
legr
oup
pret
est/
post
test
Firs
t-an
dse
cond
-yea
rm
edic
alst
uden
ts
Befo
revs
afte
rm
ind-
body
cour
seN
=27
Cohe
n’sP
erce
ived
Stre
ssSc
ale4
7,4
8
Self-
Regu
latio
nQ
uest
ionn
aire
49
Self-
Com
pass
ion
Scal
e33
Jeff
erso
nSc
ale
ofPh
ysic
ian
Empa
thy5
0
Pre-
/pos
tinte
rven
tion
(cha
nge
scor
e):
Perc
eive
dst
ress
:−0.
05(S
D,0.
62);
d=
.14
(P=
.70)
;sel
f-re
gula
tion:
0.13
(SD,
0.2)
;d
=−0
.41
(P=
.003
);se
lf-co
mpa
ssio
n:0.
28(S
D,0.
61);
d=
−0.5
5(P
=.0
4);
empa
thy:
0.11
(SD,
0.5)
;d=
−0.1
3(P
=.3
0)Cu
rric
ulum
Stru
ctur
e
(con
tinue
d)
Research Original Investigation Learning Environment Interventions and Medical Student Well-being
2240 JAMA December 6, 2016 Volume 316, Number 21 (Reprinted) jama.com
© 2016 American Medical Association. All rights reserved.
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Tabl
e1.
Stud
yCo
mpa
rison
and
Out
com
eM
easu
res(
cont
inue
d)
Sour
ceDe
sign
Popu
latio
nCo
mpa
rison
sSa
mpl
eSi
zes
Out
com
eM
easu
res
Mai
nRe
sults
Reed
etal
,20
2011
Nonr
ando
miz
ed≥2
-gro
upFi
rst-
and
seco
nd-y
ear
med
ical
stud
ents
7In
stitu
tions
’cu
rric
ulum
stru
ctur
esN
=20
56(1
192
resp
onde
d)M
asla
chBu
rnou
tInv
ento
ry2
1
Perc
eive
dSt
ress
Scal
e16
,17
Med
ical
Out
com
esSt
udy
Shor
tFor
m2
2,2
3
Asso
ciat
ion
betw
een
clin
ical
expe
rienc
esan
dth
efo
llow
ing
scor
es:
Perc
eive
dst
ress
:β=
0.02
;95%
CI,−
0.10
to0.
13(P
=.7
9);b
urno
ut:O
R,1.
01;9
5%CI
,0.9
8-1.
05(P
=.4
2;m
enta
lqua
lity
oflif
e:β
=0.
00;9
5%CI
,−0.
16to
0.16
(P=
.98)
;ser
ious
thou
ghts
ofdr
oppi
ngou
t:O
R,0.
96;9
5%CI
,0.9
3-1.
00(P
=.0
3)As
soci
atio
nbe
twee
nte
stin
gex
perie
nces
and
the
follo
win
gsc
ores
:Pe
rcei
ved
stre
ss:β
=0.
29;9
5%CI
,0.1
0-0.
84(P
=.0
03);
burn
out:
OR,
1.10
;95%
CI,
0.89
-1.2
3(P
=.0
9);m
enta
lqua
lity
oflif
e:b
–β
=−0
.63;
95%
CI,−
0.29
1to
0.96
(P<
.001
);se
rious
thou
ghts
ofdr
oppi
ngou
t:O
R,1.
19;9
5%CI
,1.1
2-1.
27(P
<.0
01)
Asso
ciat
ion
betw
een
No.o
ftes
tsan
dth
efo
llow
ing
scor
es:
Perc
eive
dst
ress
:β=
−0.0
2;95
%CI
,−0.
6to
0.03
(P=
.48)
;bur
nout
:OR,
0.99
;95%
CI,0
.97-
1.01
(P=
.19)
;men
talq
ualit
yof
life:
β=
0.03
;95%
CI,−
0.05
to0.
04(P
=44
);se
rious
thou
ghts
ofdr
oppi
ngou
t:O
R,1.
00;9
5%CI
,0.9
7-1.
02(P
=.8
2)Ca
mp
etal
,51
1994
Nonr
ando
miz
ed2-
grou
pFi
rst-
and
seco
nd-y
ear
med
ical
stud
ents
Prob
lem
-bas
edvs
lect
ure-
base
dle
arni
ng
N=
275
Prob
lem
-bas
edle
arni
ng=
60Le
ctur
e-ba
sed
lear
ning
=21
5
Zung
Self-
Ratin
gDe
pres
sion
Scal
e52
Depr
essi
onpr
oble
m-b
ased
lear
ning
vsle
ctur
e-ba
sed
lear
ning
(sco
re):
Ove
rall:
OR,
0.42
;95%
CI,0
.14-
1.21
(P=
.07)
;adj
ustm
entf
orse
xan
dse
lf-ac
tual
izat
ion:
OR,
0.45
;95%
CI,0
.14-
1.42
(P=
.14)
Korn
itzer
etal
,53
2005
Cros
s-se
ctio
nal
post
test
only
Allc
ohor
tsN
=92
Que
stio
nsre
gard
ing
prog
ram
atte
ndan
cefa
ctor
s,su
bjec
tive
med
ical
scho
oltr
ansi
tion
fact
ors,
prog
ram
ratin
gsan
dst
uden
tper
cept
ions
,and
acad
emic
bene
fits
ofpr
ogra
m
Unde
rrep
rese
nted
inm
edic
ine
grou
p(N
o.no
tpro
vide
d):
Gain
edco
nfid
ence
:85.
7%;m
ade
tran
sitio
nea
sier
:100
%;m
ade
frie
nds:
100%
Hum
aniti
esan
dm
edic
ine
grou
p(N
o.no
tpro
vide
d):
Gain
edco
nfid
ence
:97%
;mad
etr
ansi
tion
easi
er:9
7%;m
ade
frie
nds:
93.9
%
Mul
ticom
pone
ntPr
ogra
mRe
form
Drol
etan
dRo
dger
s,5
4
2010
Sing
le-g
roup
cros
s-se
ctio
nal
orpo
stte
ston
ly
Ally
ears
N=
116
Satis
fact
ion
surv
eyPo
sitiv
eex
perie
nce
with
Stud
entw
elln
essc
omm
ittee
:95%
(No.
notp
rovi
ded)
Flem
ing
etal
,55
2013
Sing
le-g
roup
cros
s-se
ctio
nal
orpo
stte
ston
ly(f
orth
eou
tcom
em
easu
rere
leva
ntto
this
revi
ew)
Ally
ears
N=
245
Vand
erbi
ltUn
iver
sity
stud
enta
ffai
rssu
rvey
Repo
rted
that
colle
ge’s
desi
gnco
ntrib
uted
mea
ning
fully
orso
mew
hatm
eani
ngfu
llyto
univ
ersi
tyex
perie
nce:
91%
(No.
notp
rovi
ded)
Real
etal
,56
2015
Sing
le-g
roup
cros
s-se
ctio
nal
orpo
stte
ston
ly
Ally
ears
N=
450
Mas
lach
Burn
outI
nven
tory
21
Prim
ary
Care
Eval
uatio
nof
Men
tal
Diso
rder
s27
,57
Part
icip
atio
nsu
rvey
Perc
eptio
nof
burn
outs
urve
y
Leve
lofb
urno
utw
ithin
aspe
ctso
fpro
gram
(sco
re:0
=m
ore
burn
out;
100
=le
ssbu
rnou
t):
Facu
ltym
ento
rs:7
0;an
nual
retr
eats
:58.
6;st
uden
t-le
dpr
ogra
mm
ing
com
mitt
ee:6
4;ov
eral
lwel
lnes
spro
gram
:69.
2Fa
culty
men
tors
corr
elat
ion
with
the
follo
win
gsc
ores
:em
otio
nale
xhau
stio
n:r=
−0.2
7;de
pers
onal
izat
ion:
r=−0
.22;
pers
onal
acco
mpl
ishm
ent:
r=0.
19An
nual
retr
eats
corr
elat
ion
with
the
follo
win
gsc
ores
:Em
otio
nale
xhau
stio
n:r=
−0.3
2;de
pers
onal
izat
ion:
r=−0
.32;
pers
onal
acco
mpl
ishm
ent:
r=0.
16St
uden
t-le
dpr
ogra
mm
ing
com
mitt
eeco
rrel
atio
nw
ithth
efo
llow
ing
scor
es:
Emot
iona
lexh
aust
ion:
r=−0
.31;
depe
rson
aliz
atio
n:r=
−0.3
;per
sona
lac
com
plis
hmen
t:r=
0.23
Ove
rall
wel
lnes
spro
gram
corr
elat
ion
with
the
follo
win
gsc
ores
:Em
otio
nale
xhau
stio
n:r=
−0.3
2;de
pers
onal
izat
ion:
r=−0
.23;
pers
onal
acco
mpl
ishm
ent:
r=0.
1M
ultic
ompo
nent
Prog
ram
Refo
rm(c
ontin
ued)
(con
tinue
d)
Learning Environment Interventions and Medical Student Well-being Original Investigation Research
jama.com (Reprinted) JAMA December 6, 2016 Volume 316, Number 21 2241
© 2016 American Medical Association. All rights reserved.
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Tabl
e1.
Stud
yCo
mpa
rison
and
Out
com
eM
easu
res(
cont
inue
d)
Sour
ceDe
sign
Popu
latio
nCo
mpa
rison
sSa
mpl
eSi
zes
Out
com
eM
easu
res
Mai
nRe
sults
Slav
inet
al,5
820
14No
nran
dom
ized
>2-g
roup
Firs
t-an
dse
cond
-yea
rm
edic
alst
uden
ts
Coho
rtsw
ithdi
ffer
entp
hase
sof
mul
tipro
gram
refo
rmim
plem
enta
tion
N=
875-
890
Cent
erfo
rEpi
dem
iolo
gica
lStu
dies
Depr
essi
onSc
ale2
5
Spie
lber
gerS
tate
-Tra
itAn
xiet
yIn
vent
ory3
5
Perc
eive
dSt
ress
Scal
e16
,17
Perc
eive
dCo
hesi
onSc
ale1
9
Amer
ican
Med
ical
Colle
gesG
radu
atio
nQ
uest
ionn
aire
30
Mod
erat
eor
seve
rede
pres
sion
acco
rdin
gto
the
Cent
erfo
rEpi
dem
iolo
gica
lSt
udie
sDep
ress
ion
Scal
e(N
o.no
tpro
vide
d):
End
year
1:Cr
amér
V=
0.16
;pha
se1
vsco
ntro
l:21
%vs
27%
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”);p
hase
1/2
vsco
ntro
l:18
%vs
27%
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”);p
hase
1/2/
3vs
cont
rol:
11%
vs27
%(P
<.0
5)En
dye
ar2:
Cram
érV
=0.
18;p
hase
1vs
cont
rol:
17%
vs32
%(P
<.0
5);
phas
e1/
2vs
cont
rol:
18%
vs32
(P<
.05)
;pha
se1/
2/3
vsco
ntro
l:16
%vs
32%
32(P
<.0
5)An
xiet
y(N
o.no
tpro
vide
d):
End
year
1:Cr
amér
V=
0.23
;pha
se1
vsco
ntro
l:45
%vs
55%
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”);p
hase
1/2
vsco
ntro
l:31
%vs
55%
(P<
.05)
;pha
se1/
2/3
vsco
ntro
l:31
%vs
55%
(P<
.05)
End
year
2:Cr
amér
V=
0.18
;pha
se1
vsco
ntro
l:61
%vs
60%
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”);p
hase
1/2
vsco
ntro
l:39
%vs
60%
(P<
.05)
;pha
se1/
2/3
vsco
ntro
l:46
%vs
60%
(P<
.05)
Stre
ss(s
core
):En
dye
ar1:
η2=
0.06
;pha
se1
vsco
ntro
l:14
.9(S
D,6.
7)vs
16.3
(SD,
7.4)
(Pva
lue
repo
rted
as“n
onsi
gnifi
cant
”);p
hase
1/2
vsco
ntro
l:13
(SD,
6.8)
vs16
.3(S
D,7.
4)(P
<.0
5);p
hase
1/2/
3vs
cont
rol:
12.1
(SD,
6.1)
vs16
.3(S
D,7.
4)(P
<.0
5)En
dye
ar2:
part
ialη
2=
0.05
;pha
se1
vsco
ntro
l:14
.4(S
D,5.
8)vs
16.9
(SD,
7.3)
(P<
.05)
;pha
se1/
2vs
cont
rol:
13.9
(SD,
6.4)
vs16
.9(S
D,7.
3(P
<.0
5));
phas
e1/
2/3
vsco
ntro
l:13
.5(S
D,6.
8)vs
16.9
(SD,
7.3)
(P<
.05)
Cohe
sion
(sco
re):
End
year
1:pa
rtia
lη2
=0.
03;p
hase
1vs
cont
rol:
8.1
(SD,
1.7)
vs7.
9(S
D,2.
1)(P
valu
ere
port
edas
“non
sign
ifica
nt”)
;pha
se1/
2vs
cont
rol:
8.5
(SD,
2.1)
vs7.
9(S
D,2.
1)(P
<.0
5);p
hase
1/2/
3vs
cont
rol:
8.8
(SD,
1.8)
vs7.
9(S
D,2.
1)(P
<.0
5)En
dye
ar2:
part
ialη
2=
0.02
;pha
se1
vsco
ntro
l:8.
2(S
D,1.
6)vs
7.7
(SD,
2.0)
(P<
.05)
;pha
se1/
2vs
cont
rol:
8.5
(SD,
2.2)
vs7.
7(S
D,2.
0)(P
<.0
5);
phas
e1/
2/3
vsco
ntro
l:8.
1(S
D,2.
0)vs
7.7
(SD,
2.0)
(P<
.05)
Stra
yhor
n,5
9
1989
Nonr
ando
miz
ed2-
grou
pFi
rst-
year
med
ical
stud
ents
Coho
rtw
ithm
ultic
ompo
nent
prog
ram
refo
rmvs
earli
erco
hort
Univ
ersi
tyof
Nort
hCa
rolin
a,Ch
apel
Hill
vsco
mpa
rison
scho
ol
Resp
onde
rs=
478
(orig
inal
sam
ple
size
notr
epor
ted)
Lear
ning
Envi
ronm
entQ
uest
ionn
aire
60
Rand
Heal
thIn
sura
nce
Que
stio
nnai
res6
1
Envi
ronm
ents
tres
sesq
uest
ionn
aire
Soci
alsu
ppor
tque
stio
nnai
re
New
vsol
dcu
rric
ulum
stre
ssqu
estio
nnai
re:
Ove
rall
few
erst
ress
es:t
22
3=
−1.7
(P=
.09)
;les
sper
ceiv
edst
ress
from
soci
alan
dre
crea
tiona
lsou
rces
(P=
.03)
;no
redu
ctio
nin
finan
cial
-rel
ated
stre
ss(P
valu
eno
trep
orte
d)Ne
wvs
old
curr
icul
umm
enta
lwel
l-be
ing:
Grea
tero
vera
llw
ell-
bein
g:t 1
97
=−2
.04
(P=
.04)
;gre
ater
sens
eof
posi
tive
wel
l-be
ing
(P<
.001
);gr
eate
rsen
seof
vita
lity
(P<
.001
);le
ssde
pres
sion
(P<
.001
);le
ssan
xiet
y(P
<.0
01);
soci
alw
ell-
bein
g:t 2
23
=−1
.66
(P=
.10)
New
vsol
dcu
rric
ulum
soci
alsu
ppor
t:No
perc
eive
ddi
ffer
ence
inav
aila
bilit
yof
soci
alsu
ppor
ts:t
22
7=
−0.3
6(P
=.7
2);
less
clas
sadv
isor
supp
ort(
P=
.002
);cl
assa
dvis
orsl
essw
illin
gto
liste
n(P
=00
3);
clas
sadv
isor
sles
swill
ing
tohe
lpw
ithpe
rson
alpr
oble
ms(
P<
.001
);co
ncer
ned
abou
tstu
dent
s’w
elfa
re(P
=.0
03);
grea
ters
uppo
rtfr
omad
min
istr
ator
s(P
=.0
5);c
ould
rely
onad
min
istr
ator
swhe
nth
ings
gott
ough
(P=
.01)
;pe
rcei
ved
leve
lofs
uppo
rtfr
omfe
llow
stud
ents
,frie
nds,
sign
ifica
ntot
hers
(Pva
lue
notr
epor
ted)
Tim
e-co
ntro
l(Un
iver
sity
ofNo
rth
Caro
lina,
Chap
elHi
llvs
com
paris
on)l
earn
ing
envi
ronm
ent:
Few
eren
viro
nmen
tals
tres
sors
:F1
46
7=
6.41
(P=
.01)
;gre
ater
men
talw
ell-
bein
g:F 1
46
0=
9.32
(P=
.002
);gr
eate
rsoc
ialw
ell-
bein
g:F 1
46
6=
5.37
(P=
.02)
;no
diff
eren
cein
soci
alsu
ppor
t:F 1
47
7=
0.01
(P=
.91)
Mis
cella
neou
sWel
lnes
sPro
gram
s
(con
tinue
d)
Research Original Investigation Learning Environment Interventions and Medical Student Well-being
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Tabl
e1.
Stud
yCo
mpa
rison
and
Out
com
eM
easu
res(
cont
inue
d)
Sour
ceDe
sign
Popu
latio
nCo
mpa
rison
sSa
mpl
eSi
zes
Out
com
eM
easu
res
Mai
nRe
sults
Whi
teho
use
etal
,62
1996
Rand
omiz
edcl
inic
altr
ial
Firs
t-ye
arm
edic
alst
uden
tsSe
lf-hy
pnos
isin
terv
entio
nvs
cont
rol(
rand
omiz
ed)
N=
35In
terv
entio
n=
21Co
ntro
l=14
Med
ical
hist
ory
Prof
ileof
Moo
dSt
ates
Brie
fSym
ptom
Inve
ntor
yUn
iver
sity
ofCa
lifor
nia,
LosA
ngel
esLo
nelin
essS
cale
Tim
e-gr
oup
inte
rven
tion
anal
ysis
ofsc
ore:
Brie
fSym
ptom
Inve
ntor
yAn
xiet
y:F 3
,96
=2.
96(P
<.0
5)At
exam
inat
ion
perio
d,se
lf-hy
pnos
ispa
rtic
ipan
tsha
dsi
gnifi
cant
lylo
wer
stre
ssfu
lnes
ssc
ores
:t3
0=
2.11
(P<
.05)
Goet
zel
etal
,63
1984
Sing
le-g
roup
cros
s-se
ctio
nal
orpo
stte
ston
ly
Firs
t-,s
econ
d-,
and
third
-yea
rm
edic
alst
uden
ts
N=
26Gr
oup
Envi
ronm
entS
cale
Agre
emen
twith
stat
emen
ton
1-to
5-po
intL
iker
tsca
le:“
Iam
nolo
nger
aslo
nely
;Ife
elm
ore
toge
ther
with
peop
le”:
3.33
of5
(Pva
lue
notr
epor
ted)
Lee
and
Grah
am,6
4
2001
Sing
le-g
roup
cros
s-se
ctio
nal
orpo
stte
ston
ly
Firs
t-an
dse
cond
-yea
rm
edic
alst
uden
ts
N=
66Q
uest
ionn
aire
rela
ted
toth
ew
elln
esse
lect
ive
Stud
ents
appr
ecia
ted
that
the
wel
lnes
sele
ctiv
ehe
lped
them
real
ize
the
impo
rtan
ceof
pers
onal
wel
l-be
ing,
gave
perm
issi
onfo
rsel
f-ca
rean
dan
oppo
rtun
ityto
find
colle
gial
ity,a
ndpr
ovid
edva
rious
copi
ngst
rate
gies
:4/2
2(1
8.2%
)str
ongl
yag
ree;
17/2
2(7
7.3%
)agr
ee(P
valu
eno
trep
orte
d)St
uden
tsfe
ltth
atth
ew
elln
esse
lect
ive
over
emph
asiz
edst
ress
itsel
fand
deva
lued
the
wor
thof
hard
wor
k;re
alis
ticex
pect
atio
nsof
fere
din
this
cour
sese
emed
disc
oura
ging
:1/
22(4
.5%
)agr
ee(P
valu
eno
trep
orte
d)Ku
shne
ret
al,6
520
11Si
ngle
-gro
upcr
oss-
sect
iona
lor
post
test
only
Seco
nd-y
ear
med
ical
stud
ents
N=
343
(9re
late
dto
men
tala
ndem
otio
nal
heal
th)
Form
rela
ting
togo
alan
dac
hiev
emen
tSe
lf-re
port
edac
hiev
emen
tofm
enta
l/em
otio
nalh
ealth
beha
vior
chan
gego
als:
6/9
(66.
7%)a
gree
(Pva
lue
notr
epor
ted)
Grou
p-Ba
sed
Facu
ltyAd
viso
r/M
ento
rPro
gram
s
Sast
reet
al,6
620
10No
nran
dom
ized
2-gr
oup
Firs
t-,s
econ
d-,
and
third
-yea
rm
edic
alst
uden
ts
Coho
rtin
anad
viso
ryco
llege
prog
ram
vsea
rlier
coho
rtin
afa
culty
advi
sory
prog
ram
N=
318
Coho
rtin
prog
ram
=10
3Ea
rlier
coho
rt=
215
Que
stio
nnai
reso
npe
rcei
ved
effe
ctiv
enes
sof
the
syst
eman
dro
leof
advi
sori
npr
omot
ing
wel
lnes
sand
care
erco
unse
ling
Advi
sory
colle
gepr
ogra
mvs
facu
ltyad
viso
rypr
ogra
mw
elln
essa
dvis
ing
(No.
notp
rovi
ded)
Ifee
lcom
fort
able
disc
ussi
ngm
ype
rson
alst
ress
with
my
advi
sor:
62%
vs24
%;
χ2=
40.9
(P<
.001
)If
eelc
omfo
rtab
ledi
scus
sing
my
men
talh
ealth
with
my
advi
sor:
51%
vs27
%;
χ2=
31.8
4(P
<.0
01)
Satis
fact
ion
with
how
wel
ladv
isor
spro
mot
edw
elln
ess(
No.n
otpr
ovid
ed)2
7%vs
72%
(P<
.001
)Co
ates
etal
,67
2008
Nonr
ando
miz
ed2-
grou
pFo
urth
-yea
rm
edic
alst
uden
tsCo
hort
ina
men
torin
gpr
ogra
mvs
earli
erco
hort
N=
100
Coho
rtin
prog
ram
=70
Earli
erco
hort
=30
25-I
tem
tele
phon
esu
rvey
Coho
rtw
ithm
ento
ring
prog
ram
vsea
rlier
coho
rt:
Feel
scon
nect
edw
ithfa
culty
:14/
30(4
7%)v
s49/
70(7
0%)
Feel
scon
nect
edw
ithcl
assm
ates
:11/
30(3
7%)v
s30/
70(4
3%)
Fick
linet
al,6
819
83Si
ngle
-gro
upcr
oss-
sect
iona
lor
post
test
only
Firs
t-ye
arm
edic
alst
uden
tsN
=15
1Su
rvey
asse
ssin
g12
pers
onal
need
sof
first
-yea
rmed
ical
stud
ents
Prog
ram
help
fuln
ess(
only
desc
riptiv
esu
mm
ary
ofre
sults
prov
ided
):Be
com
ing
bett
erac
quai
nted
with
peer
sBe
com
ing
clos
eto
som
ecl
assm
ates
Help
ing
stud
ents
with
anxi
etie
sofs
tart
ing
scho
ol
Abbr
evia
tions
:ACG
ME,
Accr
edita
tion
Coun
cilf
orGr
adua
teM
edic
alEd
ucat
ion;
OR,
odds
ratio
.
Learning Environment Interventions and Medical Student Well-being Original Investigation Research
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generally higher interrater reliability (0.68-0.89)11 than theNOS-E. This may be due to its more objective assessments ofdesign strengths and weaknesses, although it omits items onthe comparability of groups and blinding.11 Although thereare no defined cutoff values differentiating high-quality fromlow-quality study methods, 1 study used a MERSQI score of14.0 or higher as an a priori cutoff of high quality.12
Data ExtractionTwo review authors (L.M. and L.F.) independently scannedthe title or abstract of all search results to determine whichstudies required further assessment, investigated all poten-tially relevant articles as full text, selected studies toinclude in this review, assigned a MERSQI score for each,and calculated a mean quality score across studies. Data dis-agreements were resolved by consultation with the thirdand fourth review authors (L.T.W. and I.L.). The originalintention noted in the study protocol was to conduct ameta-analysis, but because of the considerable variation inthe interventions, study designs, and outcomes, we did notpool the studies quantitatively, as they were judged to notbe combinable.69
ResultsThe literature search yielded 4207 publications, of which 28met the eligibility criteria for this systematic review (Figure).Publications were excluded if they were irrelevant or did notmeet the inclusion criteria; for example, we excluded publi-cations that focused on medical residents rather than medi-cal students, measured academic rather than well-being out-comes, or contained interventions not focused on thelearning environment. The studies included at least 8224student participants (1 study did not report a sample size)and encompassed a variety of designs, including single-group cross-sectional or posttest only (n = 10), single-grouppretest/posttest (n = 2), nonrandomized 2-group (n = 13),and randomized clinical trial (RCT; n = 3) designs; 89.2%were conducted at a single site. They had a wide range ofapproaches to improving students’ well-being that are cat-egorized and described below (pass-fail grading systems[n = 3], mental health programs [n = 4], mind-body skillseducation/training [n = 7], curriculum structure [n = 3], mul-ticomponent program reform [n = 5], wellness programs[n = 4], and group-based faculty advisor/mentor programs[n = 3]). Individual study results are described below andstatistical details are provided for many key findings; addi-tional results and methods are shown in Table 1 and Table 2.The included studies’ methodologic rigor varied, withMERSQI scores ranging from 5.0 to 13.0 (mean score, 10.3;SD, 2.11 [n = 28]). The mean MERSQI score in publishedmedical education studies, as assessed in another review,was 10.0.10 The studies with the highest-quality methodscrossed all types of interventions and all types of outcomemeasures. The highest-scored categories tested interven-tions involving pass/fail grading, mental health programs,and mind-body skills education/training.
Pass/Fail Grading System (Mean MERSQI Score, 12.0)Bloodgood et al13 (n = 281; MERSQI, 11.5) and Rohe et al15
(n = 81; MERSQI, 12.0) each described that a cohort of pre-clinical students graded according to a pass/fail grading sys-tem, compared with an earlier student cohort evaluatedaccording to a 5-interval grading system (A/B/C/D/F),reported statistically significantly better well-being. Theyreported less anxiety, depression,13 and stress15 and betterwell-being13 and group cohesion scores at various studytime points.15 These 2 studies differed, however, in thedurability of improvements. Bloodgood et al13 found no dif-ference at 2 years between the cohort of students with a2-year pass/fail system compared with a cohort of studentswith a 5-interval system on measures of anxiety (GeneralWell-Being Schedule [GWB]14 anxiety subscore [range, 3-28;lower scores indicate more severe distress]; mean, 14.08 vs14.20; P = .86), depression (GWB14 depression subscore[range, 2-22; lower scores indicate more severe distress];mean, 15.56 vs 15.35; P = .71), or well-being (GWB14 well-being subscore [range, 3-18; lower scores indicate moresevere distress]; mean, 10.59 vs 10.40; P = .67). Rohe et al15
reported a persistent difference at 2 years between gradingcohorts on a measure of stress (Perceived Stress Scale16
[range, 0-40; higher score indicates more stress]; mean, 15.8[SD, 6.8] vs 20.5 [SD, 7.8]; P = .01) and speculated that thisdifference was due to continuing reports of elevated groupcohesion (Perceived Cohesion Scale19 [range, 0-36; higherscores indicate more cohesion]; mean, 33.8 [SD, 8.0] vs 29.0[SD, 9.9]; P = .02).
Reed et al20 (n = 2056; MERSQI, 12.5) compared well-being among students at different medical schools withgrading systems that were categorized as either having 3 ormore intervals (eg, honors/pass/fail) or pass/fail and foundthat systems with 3 or more intervals were associated withstatistically significantly more stress (β = 1.91; 95% CI, 1.05-2.78; P < .001) and burnout (odds ratio, 1.58; 95% CI, 1.24 to2.01; P < .001), and a higher likelihood of considering with-drawing from medical school (odds ratio, 1.91; 95% CI, 1.30-2.80; P = .001).
Mental Health Programs (Mean MERSQI Score, 11.9)Thompson et al24 (n = 120; MERSQI, 11.5) evaluated a multi-pronged program aimed at reducing mental health stigmaand making services more accessible. The study found thatsignificantly smaller proportions of the student cohortexposed to the program compared with the prior studentcohort reported symptoms of mild or probable depression(14/58 [24.1%] vs 26/44 [59.1%]; P < .01) and suicidal ideation(1/33 [3.0%] vs 13/43 [30.2%]; P < .001).26 Seritan et al29
(number of participants not reported; MERSQI, 11.5) exam-ined a different multipronged mental health/wellness pro-gram offering prevention, support, and enhanced clinical ser-vices, which was associated with improved student ratingsof personal counseling, mental health, and stress manage-ment services.29 Percentages of self-referral to mental healthservices increased from a baseline rate of 50% to a postinter-vention rate of 91%. For both findings, statistical significancewas not reported.29
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Tabl
e2.
Met
hods
ofIn
clud
edSt
udie
s
Sour
ceN
o.of
Site
sO
vera
llSa
mpl
eSi
zeW
omen
,No.
(%)
Inte
rven
tion
Eval
uatio
nM
ERSQ
ISco
reAi
mPa
ss/F
ailG
radi
ngSy
stem
s
Bloo
dgoo
det
al,1
320
09Si
ngle
site
N=
281
5-In
terv
al(A
/B/C
/D/F
):62
%Pa
ss/f
ail:
46%
Chan
ged
first
-and
seco
nd-y
earg
radi
ngsy
stem
from
5-in
terv
alle
tter
grad
esto
pass
/fai
lgra
ding
syst
emin
first
2pr
eclin
ical
year
sSe
lf-as
sess
men
t11
.5M
easu
reth
eas
soci
atio
nof
chan
gein
grad
ing
syst
emso
nm
edic
alst
uden
tsa
tisfa
ctio
nan
dps
ycho
logi
calw
ell-
bein
gRo
heet
al,1
5
2006
Sing
lesi
teN
=81
5-In
terv
al(A
/B/C
/D/F
):26
/41
(63%
)Pa
ss/f
ail:
20/4
0(5
0%)
Repl
aced
5-in
terv
algr
adin
gsy
stem
forf
irstp
recl
inic
alye
arw
itha
mod
ified
pass
/fai
lsys
tem
(gra
ding
incl
uded
pass
/mar
gina
lpas
sreq
uirin
gst
uden
tact
ion
forr
emed
iatio
n/fa
il)du
ring
first
prec
linic
alye
ar
Self-
asse
ssm
ent
12M
easu
reth
esu
stai
ned
and
imm
edia
teef
fect
sofa
pass
/fai
lgra
ding
syst
emon
stre
ss,m
ood,
grou
pco
hesi
on,a
ndte
stan
xiet
yRe
edet
al,2
0
2011
Mul
tisite
N=
2056
(119
2re
spon
ded)
550/
1192
(47%
)M
ultis
itesu
rvey
of2
diff
eren
tgra
ding
scal
es:p
ass/
fail
and
≥3-i
nter
val
(eg,
hono
rs/p
ass/
fail,
hono
rs/h
igh
pass
/pas
s/m
argi
nalp
ass/
fail)
Self-
asse
ssm
ent
12.5
Exam
ine
the
rela
tions
hip
amon
gcu
rric
ulum
stru
ctur
e,gr
adin
gsc
ales
,and
stud
entw
ell-
bein
gM
enta
lHea
lthPr
ogra
ms
Thom
pson
etal
,24
2010
Sing
lesi
teN
=12
0M
ultip
rong
edin
terv
entio
nfo
rthi
rd-y
ears
tude
ntsa
imed
at(1
)red
ucin
gba
rrie
rsto
men
talh
ealth
trea
tmen
tby
redu
cing
stig
ma
via
facu
ltyed
ucat
ion,
men
talh
ealth
curr
icul
um,i
nclu
ding
lect
ures
and
ast
uden
tha
ndbo
okan
d(2
)ful
lyco
nfid
entia
land
redu
ced/
no-c
ostc
ouns
elin
gse
rvic
es
Self-
asse
ssm
ent
11.5
Test
the
effe
ctiv
enes
sofa
nin
terv
entio
nm
eant
tore
duce
depr
essi
vesy
mpt
oms
and
suic
idal
idea
tion
Dow
nset
al,2
6
2014
Sing
lesi
teN
=10
08(p
rogr
am)
n=
343
(pro
gram
and
scre
en)
Year
1:93
/148
(63%
)Ye
ar2:
34/6
5(5
2%)
Year
3:27
/49
(55%
)Ye
ar4:
49/7
9(6
2%)
Four
-yea
rint
erve
ntio
nin
clud
ing
aned
ucat
iona
lgro
uppr
ogra
m(le
ctur
es,
wor
ksho
ps,t
rain
ings
)and
aw
eb-b
ased
men
talh
ealth
scre
enin
gsu
rvey
Self-
asse
ssm
ent
and
surv
ey13
Educ
ate,
dest
igm
atiz
e,id
entif
y,re
fer,
and
trea
tind
ivid
uals
with
depr
essi
onan
din
crea
sed
suic
ide
risk
Serit
anet
al,2
9
2015
Sing
lesi
teM
ultip
rong
edm
enta
lhea
lth/w
elln
essp
rogr
amof
ferin
gpr
even
tion,
supp
ort,
and
enha
nced
clin
ical
serv
ices
(ie,h
iring
aps
ychi
atris
tto
offe
rm
edic
atio
nm
anag
emen
t)th
roug
hde
velo
pmen
tofa
new
Off
ice
ofSt
uden
tWel
lnes
swith
even
ing
hour
sand
stric
tcon
fiden
tialit
y
Surv
ey11
.5Pr
esen
tatio
nof
am
odel
fore
ffec
tive
prev
entiv
est
uden
twel
lnes
s
Mou
tier
etal
,31
2012
Sing
lesi
teN
=49
8(1
32sc
reen
ed)
Two-
pron
ged
inte
rven
tion
cons
istin
gof
gran
dro
unds
lect
ure
onm
enta
lhe
alth
and
aw
eb-b
ased
men
talh
ealth
scre
enin
gsu
rvey
Self-
asse
ssm
ent
11.5
Deve
lop
am
enta
lhea
lthpr
ogra
mto
addr
essp
hysi
cian
and
med
ical
stud
ent
depr
essi
onan
dsu
icid
eM
ind-
Body
Skill
sEdu
catio
n/Tr
aini
ngPr
ogra
ms
Erog
ulet
al,3
2
2014
Sing
lesi
teN
=58
26/5
8(4
5.6%
)Ei
ght-
wee
km
indf
ulne
ss-b
ased
stre
ssre
duct
ion
inte
rven
tion
for
first
-yea
rmed
ical
stud
ents
Self-
asse
ssm
ent
12As
sess
whe
ther
anab
ridge
dm
indf
ulne
ss-b
ased
stre
ssre
duct
ion
inte
rven
tion
can
impr
ove
wel
lnes
sHo
ltzw
orth
-M
unro
eet
al,3
419
85
Sing
lesi
teN
=40
Six
wee
kly
mee
tings
focu
sed
onte
achi
ngsk
illst
ore
duce
stre
ssle
vels
(pro
gres
sive
mus
cle
rela
xatio
n,sk
illst
ohe
lpre
cogn
ize
and
chan
gem
alad
aptiv
eth
ough
ts,a
ndm
edita
tion
tech
niqu
es)
Self-
asse
ssm
ent
10He
lpst
uden
tsac
quire
and
deve
lop
skill
sto
cope
with
stre
ss
Krae
mer
etal
,36
2016
Sing
lesi
teN
=52
62.7
%M
ind-
body
prog
ram
cons
istin
gof
11w
eekl
ysk
illtr
aini
nggr
oups
focu
sing
onm
ind-
body
skill
s(bi
ofee
dbac
k,gu
ided
imag
ery,
rela
xatio
n,br
eath
ing
exer
cise
s,au
toge
nic
trai
ning
,and
med
itatio
n)
Self-
asse
ssm
ent
and
surv
ey12
Desc
ribe
chan
gesi
ndi
stre
ssto
lera
nce
afte
rcom
plet
ing
am
ind-
body
skill
str
aini
nggr
oup
Rose
nzw
eig
etal
,39
2003
Sing
lesi
teN
=30
2M
indf
ulne
ss-b
ased
stre
ssre
duct
ion
incl
udin
g10
wee
kly
90-m
inut
ese
ssio
nste
achi
ngm
indf
ulne
ssm
edita
tion
prac
tices
and
daily
,in
depe
nden
tmed
itatio
n
Self-
asse
ssm
ent
11Ex
amin
eth
eef
fect
iven
esso
fm
indf
ulne
ss-b
ased
stre
ssre
duct
ion
sem
inar
Min
d-Bo
dySk
illsE
duca
tion/
Trai
ning
Prog
ram
s(co
ntin
ued)
(con
tinue
d)
Learning Environment Interventions and Medical Student Well-being Original Investigation Research
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© 2016 American Medical Association. All rights reserved.
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Tabl
e2.
Met
hods
ofIn
clud
edSt
udie
s(co
ntin
ued)
Sour
ceN
o.of
Site
sO
vera
llSa
mpl
eSi
zeW
omen
,No.
(%)
Inte
rven
tion
Eval
uatio
nM
ERSQ
ISco
reAi
mFi
nkel
stei
net
al,4
020
07Si
ngle
site
N=
72Ti
me
1:in
terv
entio
n,17
/26
(77.
3%);
cont
rol,
22/4
6(6
1.1%
)Ti
me
2:in
terv
entio
n,17
/26
(77.
3%);
cont
rol,
16/2
5(8
0%)
Tim
e3:
inte
rven
tion,
15/2
3(7
5%);
cont
rol,
20/4
0(6
2.5%
)
“Min
d-Bo
dyM
edic
ine:
AnEx
perie
ntia
lEle
ctiv
e,”
incl
udin
g10
sess
ions
ofdi
dact
ican
dsm
all-
grou
pin
stru
ctio
nSe
lf-as
sess
men
t11
Asse
ssth
eef
fect
iven
esso
fast
ress
redu
ctio
nel
ectiv
eon
seco
nd-y
ear
med
ical
stud
ents
Gree
son
etal
,44
2015
Sing
lesi
teN
=44
29/4
4(6
5)Fo
urw
eekl
y1.
5-ho
ursm
all-
grou
pse
ssio
nsan
dho
me
prac
tice
ofm
ind-
body
skill
sin
addi
tion
tom
onito
ring
aw
eekl
yse
lf-ca
rego
alSe
lf-as
sess
men
tan
dse
mis
truc
ture
din
terv
iew
11.5
Eval
uate
the
feas
ibili
ty,a
ccep
tabi
lity,
and
effe
ctiv
enes
sofa
stre
ss-m
anag
emen
tan
dse
lf-ca
sew
orks
hop
Bond
etal
,46
2013
Sing
lesi
teN
=27
Elev
en-w
eek
embo
died
heal
thco
urse
com
bini
ngyo
gam
edita
tion
and
neur
osci
ence
dida
ctic
sSe
lf-as
sess
men
tan
dse
mis
truc
ture
din
terv
iew
11.5
Eval
uate
the
psyc
holo
gica
leff
ects
ofan
11-w
eek
min
d-bo
dyel
ectiv
eco
urse
Curr
icul
umSt
ruct
ure
Reed
etal
,20
2011
Mul
tisite
N=
2056
(119
2re
spon
ded)
550/
1192
(47%
)M
ultis
itesu
rvey
of2
diff
eren
tgra
ding
scal
es:p
ass/
fail
and
≥3-i
nter
val
(eg,
hono
rs/p
ass/
fail,
hono
rs/h
igh
pass
/pas
s/m
argi
nalp
ass/
fail)
Self-
asse
ssm
ent
12.5
Exam
ine
the
rela
tions
hip
amon
gcu
rric
ulum
stru
ctur
e,gr
adin
gsc
ales
,an
dst
uden
twel
l-be
ing
Cam
pet
al,5
1
1994
Sing
lesi
teN
=27
593
/275
(33.
8%)
Stud
ent-
dire
cted
,pro
ject
-bas
edle
arni
ngap
proa
chfe
atur
ing
smal
l-gr
oup,
prob
lem
-bas
edse
ssio
nsin
whi
chbo
thba
sic
and
clin
ical
scie
nce
lear
ning
issu
esar
ege
nera
ted;
lect
ure-
base
dle
arni
ngis
anin
stru
ctor
-dire
cted
,did
actic
appr
oach
Self-
asse
ssm
ent
12As
sess
chan
gesi
nde
pres
sion
amon
gm
edic
alst
uden
tsen
rolle
din
ale
ctur
e-ba
sed
vspr
oble
m-b
ased
lear
ning
prog
ram
Korn
itzer
etal
,53
2005
Sing
lesi
teN
=92
Six-
wee
kpr
emat
ricul
atio
nen
richm
entp
rogr
amta
rget
ing
educ
atio
nally
disa
dvan
tage
dst
uden
ts(d
idac
ticse
ssio
nsan
dla
bora
tory
com
pone
nt)
Surv
ey7
Dete
rmin
ew
heth
ered
ucat
iona
llydi
sadv
anta
ged
stud
ents
part
icip
atin
gin
asu
mm
eren
richm
entp
rogr
amw
ere
repo
rted
toha
veha
dan
easi
ertim
ead
just
ing
tom
edic
alsc
hool
Mul
ticom
pone
ntPr
ogra
mRe
form
Drol
etan
dRo
dger
s,5
4
2010
Sing
lesi
teN
=11
6Va
nder
bilt
med
ical
stud
entw
elln
essp
rogr
amto
prom
ote
stud
enth
ealth
and
wel
l-be
ing
thro
ugh
chan
ges,
incl
udin
gfa
culty
men
torin
g(a
dvis
ory
colle
gepr
ogra
man
dVa
nder
bilt
Med
ical
Stud
entC
aree
rsin
Med
icin
e),
curr
icul
um(V
MS
Live
Prog
ram
),an
dst
uden
twel
l-be
ing
(stu
dent
wel
lnes
scom
mitt
ee)
Surv
ey6.
5Ev
alua
tea
mul
ticom
pone
ntw
elln
ess
prog
ram
Flem
ing
etal
,55
2013
Sing
lesi
teN
=24
5In
itiat
ives
,act
iviti
es,a
ndre
sour
cesi
nclu
ding
(1)a
dvis
ory
colle
gepr
ogra
mfo
rstu
dent
wel
l-be
ing
and
care
erm
ento
ring/
advi
sing
with
anad
ditio
nala
imof
esta
blis
hing
rela
tions
hips
betw
een
stud
ents
and
facu
ltyse
rvin
gas
both
teac
hers
and
role
mod
els;
(2)s
tude
nt-l
edst
uden
tw
elln
essc
omm
ittee
focu
sed
onpe
erm
ento
ring,
soci
alco
mm
unity
,and
min
d/bo
dyw
elln
essp
rogr
amm
ing;
(3)V
ande
rbilt
Med
ical
Stud
ent
Care
ersi
nM
edic
ine
forc
aree
rexp
lora
tion,
advi
sing
,and
plan
ning
asw
ell
asre
side
ncy
appl
icat
ion
prep
arat
ion;
(4)V
MS
Live
Prog
ram
focu
sed
onpe
rson
alde
velo
pmen
tofp
hysi
cian
sin
trai
ning
;and
(5)4
-yea
rCol
lege
Collo
quiu
mCo
urse
focu
sed
onm
edic
alhu
man
ities
and
form
ally
addr
essi
ngpr
ofes
sion
alis
m,e
thic
s,an
dle
ader
ship
skill
s
Surv
ey6
Refle
cton
and
desc
ribe
lear
ning
com
mun
itysy
stem
and
effe
cton
stud
ent
satis
fact
ion
Mul
ticom
pone
ntPr
ogra