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Barriers to Breast and Colorectal Cancer Survivorship Care:Perceptions of Primary Care Physicians and MedicalOncologists in the United StatesKatherine S. Virgo, Catherine C. Lerro, Carrie N. Klabunde, Craig Earle, and Patricia A. Ganz
Katherine S. Virgo, Emory University,Atlanta, GA; Catherine C. Lerro, YaleUniversity, New Haven, CT; Carrie N.Klabunde, Division of Cancer Controland Population Sciences, NationalCancer Institute, Bethesda, MD; Patri-cia A. Ganz, Jonsson ComprehensiveCancer Center, University of CaliforniaLos Angeles, Los Angeles, CA; andCraig Earle, Institute for Clinical Evalua-tive Sciences and University of Toronto,Toronto, Ontario, Canada.
Published online ahead of print atwww.jco.org on May 20, 2013.
Supported by Grant No.HHSN261201000316C from theNational Cancer Institute and AmericanCancer Society National Home OfficeIntramural Research Department.
Presented at the 47th Annual Meetingof the American Society of ClinicalOncology, Chicago, IL, June 3-7, 2011(physician-related barriers) and theAnnual Research Meeting of Academy-Health, Seattle, WA, June 12-14, 2011(patient-related barriers).
Authors’ disclosures of potential con-flicts of interest and author contribu-tions are found at the end of thisarticle.
Corresponding author: Katherine S.Virgo, PhD, MBA, Department ofHealth Policy and Management, RSPH,Emory University, 1360 Stephens DrNE, Atlanta, GA 30329; e-mail:[email protected].
© 2013 by American Society of ClinicalOncology
0732-183X/13/3118w-2322w/$20.00
DOI: 10.1200/JCO.2012.45.6954
A B S T R A C T
PurposeHigh-quality, well-coordinated cancer survivorship care is needed yet barriers remain owing tofragmentation in the United States health care system. This article is a nationwide survey ofbarriers perceived by primary care physicians (PCPs) and medical oncologists (MOs) regardingbreast and colorectal cancer survivorship care beyond 5 years after treatment.
MethodsThe Survey of Physician Attitudes Regarding the Care of Cancer Survivors was mailed out in 2009to a nationally-representative sample (n � 3,596) of US PCPs and MOs. Ten physician-perceivedcancer survivorship care barriers/concerns were compared between the two provider types. Usingweighted multinomial logistic regression, we modeled each barrier, adjusting for physiciandemographics, reimbursement, training, and practice characteristics.
ResultsWe received responses from 2,202 physicians (1,072 PCPs; 1,130 MOs; 65.1% cooperationrate). In adjusted patient-related barriers models, MOs were more likely than PCPs to reportpatient language barriers (odds ratio, [OR], 1.72; 95% CI, 1.22 to 2.42), insurance restrictionsimpeding test/treatment use (OR, 1.42; 95% CI, 1.03 to 1.96), and patients requesting moreaggressive testing (OR, 4.08; 95% CI, 2.73 to 6.10). In adjusted physician-related barriersmodels, PCPs were more likely to report inadequate training (OR, 3.06; 95% CI, 2.03 to 4.61)and ordering additional tests/treatments because of malpractice concerns (OR, 1.87; 95% CI,1.20 to 2.93). MOs were more likely to report uncertainty regarding general preventive careresponsibility (often/always: OR, 1.97; 95% CI, 1.13 to 3.43; sometimes: OR, 2.16; 95% CI,1.60 to 2.93).
ConclusionMOs and PCPs perceive different cancer follow-up care barriers/concerns to be problematic.Resolving inadequate training, malpractice-driven test ordering, and preventive-care respon-sibility concerns may require continuing education, explicit guidelines, and survivorship careplans. Reviewing care plans with survivors may also reduce patients’ requests forunnecessary testing.
J Clin Oncol 31:2322-2336. © 2013 by American Society of Clinical Oncology
INTRODUCTION
There are nearly 14 million cancer survivors in theUnited States today.1 Earlier detection and treat-ment, combined with recent advances in treatment,contribute to survivors living longer with cancer.The number of cancer survivors is expected to in-crease to almost 18 million with the aging of thepopulation in whom cancer incidence is highest.2
Combined with predicted shortages of primary carephysicians (PCPs) and medical oncologists (MOs),these demographic changes present unique challengesfor delivery of high-quality cancer survivorship care.3
The fragmented nature of the United Stateshealth care system presents additional challenges,highlighting the need for improved coordinationand continuity of survivorship care. Patients receivecare from many different providers (often located ingeographically diverse areas) through several phasesof illness over extended time periods.4 For patientsmore than 5 years after initial treatment, transition-ing from an oncologist’s care to follow-up care by aPCP requires care coordination that could poten-tially be improved by providing treatment summa-ries (TS) and survivorship care plans (SCP).5
Unfortunately, current physician reimbursement
JOURNAL OF CLINICAL ONCOLOGY O R I G I N A L R E P O R T
VOLUME 31 � NUMBER 18 � JUNE 20 2013
2322 © 2013 by American Society of Clinical Oncology
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Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
mechanisms do not support oncologists developing and deliveringsuch plans. Studies have yet to demonstrate that plan use improvespatient outcomes.6-7 Further, oncologists may hesitate to dischargepatients to PCP care after monitoring patients closely over a longperiod and gaining patient trust.8 Yet with the growing number of newpatients, oncologists simply cannot follow every patient throughouthis or her remaining life span.
Insufficient communication between oncologists and PCPs canresult in uncertainty among PCPs regarding appropriate post-treatment surveillance testing.9-11 The limited evidence base to sup-port decisions regarding appropriate surveillance beyond 5 years aftertreatment presents an additional barrier to optimal care. Discrepantperceptions of MO and PCP survivorship care roles can also lead tomissed or duplicated care.12 PCP and oncologist perceptions of theirrespective roles in survivorship care are more discrepant than withpatient expectations of their roles.13 Patients may be satisfied withtheir care even if they perceive much greater participation by their PCPthan the modest participation that may actually occur.14 Receipt ofgeneral noncancer preventive care is one benefit of concurrentfollow-up by both MOs and PCPs compared with patients followed byoncologists alone.15 Other commonly cited noncancer-specific barri-ers to care, such as patient noncompliance, insurance restrictionsimpeding receipt of appropriate care, and language barriers, may alsoadversely affect patient receipt of appropriate survivorship care.11
Using nationwide survey data, we examined 10 self-reportedbarriers and concerns MOs and PCPs may encounter while caring forcancer survivors who are 5 or more years beyond completion of activetreatment and the characteristics of physicians experiencing thesebarriers and concerns. To our knowledge, this is a novel analysis,entirely distinct from the general survey overview/methodology paperpublished recently.16 We hypothesized that MOs and PCPs wouldhave different perceived barriers. The Mandelblatt et al11 adaptation ofthe behavioral model of access to care17-19 provides the conceptualframework for this analysis, as it incorporates communication be-tween PCPs and oncologists in depicting realized access to cancer care.
METHODS
The Survey of Physician Attitudes Regarding the Care of Cancer Survivors(SPARCCS), cosponsored by the National Cancer Institute and the AmericanCancer Society, is a nationally representative mailed survey of United StatesPCPs and MOs conducted in 2009. The survey sought to improve understand-ing of the knowledge, attitudes, beliefs, and practices of these two groups ofphysicians regarding post-treatment care of breast and colon cancer survivors.Breast and colon cancer were chosen for study because of their high preva-lence, long survivorship, and the availability of evidence-based guidelines forfollow-up care.20-21 SPARCCS instruments are available on request.22 Studyapproval was obtained from the National Cancer Institute’s institutional re-view board and the US Office of Management and Budget.
The complete survey methodology has been described elsewhere.16
Briefly, 2,525 PCPs (family medicine, internal medicine, obstetrics/gynecologyspecialists) and 2,750 MOs (oncology and/or hematology specialists) weresampled using a systematic stratified approach from the American MedicalAssociation Physician Masterfile.23-24 Eligible physicians (n � 3,596) wererequired to practice in a nonfederal setting, be younger than 76 years, andspend 20% or more of their time caring for patients. Furthermore, oncologistshad to provide care for breast or colon cancer patients within the previous year,and PCPs had to work in an office-based practice. Questionnaires from 1,072PCPs and 1,130 MOs were considered evaluable. The absolute weighted re-sponse rate calculated using the American Association of Public Opinion
Research RR3 method was 57.6% and the cooperation rate was 65.1%. Re-spondents did not differ significantly from nonrespondents. Survey weightswere calculated using replicate jackknife methods.16
Dependent Measures
Of the 10 specific barriers/concerns examined in the survey, six werederived from existing literature.9,25 Four were designed by the survey team.Five were categorized as patient-related barriers or concerns (language issues,nonadherence to physician-recommended care, requesting more aggressivesurveillance testing, inability to pay/lacking insurance,25 and insurance restric-tions precluding test ordering25). The remaining five were categorized asphysician-related barriers and concerns (ordering tests or treatments as mal-practice protection, uncertainty regarding which physician [MO or PCP] isproviding general preventive health care,9 concerns about duplicating care,9
missed care concerns,9 and inadequate knowledge or training to managepatient problems9). Respondents were asked how frequently they experiencedeach barrier (never, rarely, sometimes, often, always, or not applicable). Toensure an adequate number of respondents in each category to perform allanalyses, “never” and “rarely” were collapsed into a single category, as were“often” and “always,” resulting in three levels. Two crude patient- andphysician-related barrier summary variables were created by totaling all re-sponses (never, 1; always, 5) across the patient- and physician-related barrierquestions and converting the total to a dichotomous variable (� 15, low score;� 15, high score).
Independent Measures
The primary independent measure was physician type—either MO orPCP. Physician characteristics, practice and patient characteristics, salary andreimbursement information, and self-reported knowledge and training werecontrolled for in the analyses. Physician characteristics included race/ethnicity,year of medical school graduation, United States or foreign training, andteaching status.
Practice and patient characteristics included primary practice site (eg,office or hospital) and location type (eg, full- or part-owner or employee ofphysician-owned practice), number of physicians in the primary practicelocation, metropolitan statistical area, census region, electronic medical re-cords use, weekly patient volume, percent of patients categorized as “safety-net” (ie, Medicaid-insured or uninsured), and percent of patients 65 years andolder. Salary and reimbursement included whether the physician was salariedand whether salaries were productivity based. Primary reimbursement wascategorized as fee-for-service, capitation, or a mixture of both.
Several questions gauged physician confidence in cancer-related careknowledge regarding appropriate surveillance, long-term physical adverseeffects of cancer and its treatment, and psychological outcomes. Becausemany individual knowledge questions were highly correlated, a summaryvariable was created (self-ascribed knowledge of follow-up care) and de-fined as tertiles of the distribution of summed knowledge question re-sponses (high score, 17 to 18; medium, 14 to 16; low, 4 to 13). Trainingregarding late and long-term effects of cancer treatment was assessed, aswere the training methods used in the previous 5 years (eg, continuingmedical education or professional meetings).
Statistical Analyses
Analyses were performed using SAS (version 9.2; SAS Statistical Institute,Cary, NC). The surveyfreq procedure was used to apply replicate weights andconduct Rao-Scott �2 tests. Weighted multinomial logistic regression models(surveylogistic with generalized logit link) were used to examine the relation-ship between each perceived barrier and the physician and practice character-istics. This technique permitted the use of polychotomous response categories(never/rarely, sometimes, often/always) for the dependent variables with nev-er/rarely as the referent. All models included physician specialty (MO or PCP).Owing to the number of potential candidates for model inclusion, only vari-ables with a Rao-Scott �2 P value � .15 were entered into each model, reducingthe likelihood of overfitting and model noise. The Newton-Raphson methodwas specified for model fitting.
Barriers to Breast and Colorectal Cancer Survivorship Care
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RESULTS
The 2,202 respondents (1,130 MOs and 1,072 PCPs) corresponded toa weighted total of 148,303 physicians (7,950 MOs and 140,353 PCPs).Physician type was significantly associated with all physician, practice,and patient characteristics; productivity-based salary; and all knowl-edge and training measures except training received from colleaguesin the past 5 years (Table 1). Physician type (MO or PCP) was alsosignificantly associated (P � .05) with all barriers to patient care inweighted-unadjusted analyses, except inability to pay/lacking insur-ance (Table 2). The average number of barriers and concerns physi-cians reported (often/always or sometimes) was 4.8 overall (standarddeviation [SD], 2.2), 4.9 for MOs (SD, 2.2), and 4.7 for PCPs (SD, 2.3).
Patient-Related Barriers
For all respondents combined, the most common patient-related barrier was patient inability to pay/lacking insurance cov-erage (64.6%). Compared with PCPs in weighted-unadjustedanalyses, MOs were significantly more likely to report that patientsoften/always request more aggressive surveillance testing than thephysician would recommend (28.9% v 10.0%; P � .05), often/always/sometimes have language barriers that interfere with com-munication (25.7% v 20.3%), and sometimes have insurancerestrictions that preclude obtaining necessary tests or treatments(43.2% v 37.3%). MOs were also significantly more likely to reportthat patients sometimes are noncompliant with recommendedcare (55.2% v 47.5%; P � .01; Table 2).
In weighted, adjusted, multinomial models, MOs were morelikely than PCPs to report patients requesting more aggressive testingas a barrier (often/always: odds ratio [OR], 4.08; 95% CI, 2.73 to 6.10;sometimes: OR, 1.99; 95% CI, 1.53 to 2.58; Table 3). Compared withsolo practitioners, physicians in small- to medium-sized practices(two to five and six to 15 physicians, respectively) were more likely toreport patients sometimes requesting unnecessary testing. Physicianstreating a higher percentage of safety-net patients (6% or more) wereless likely to report patients sometimes requesting unnecessary testingas a barrier than were physicians treating few safety-net patients.
MOs were more likely to report patient language as a barrier tosurvivorship care compared with PCPs (often/always/sometimes: OR,1.72; 95% CI, 1.22 to 2.42). Language was also a significant barrier tocare among physicians (MOs and PCPs combined) in the northeastand west, those practicing at community health centers, in large prac-tices (� 16 physicians) or in metropolitan statistical areas, and thosereimbursed by capitation.
MOs were significantly more likely than PCPs to report insur-ance restrictions precluding the ordering of tests/treatments as abarrier (sometimes: OR, 1.42; 95% CI, 1.03 to 1.96). Insurance restric-tions were also problematic for Hispanic physicians and those withproductivity-based salaries. Conversely, respondents in medium-to-large practices (� six physicians), in the west, physicians trained in theUnited States, and those who were not paid by salary or whose salarieswere not based on productivity were less likely to report insurancerestrictions as a barrier to test ordering.
PCPs and MOs did not differ in reporting the remaining twopatient-related barriers (patient inability to pay/lacking insurance orrefusing recommended care) in adjusted analyses (results not shown).Although MOs had high patient-related barrier scores overall com-
pared with PCPs in unadjusted analyses (P � .001), this associationwas no longer significant in adjusted analyses (P � .1132).
Physician-Related Barriers
For all respondents combined, the most common physician-related barrier was concern about missed care (55.7%). Comparedwith MOs in weighted-unadjusted analyses, PCPs were significantlymore likely (P � .001) to often/always/sometimes report lacking ade-quate training (46.4% v 10.5%) and order tests/treatments as malprac-tice protection (51.1% v 40.2%). PCPs were also significantly morelikely to often/always voice concerns about missed care (15.1% v11.7%; P � .01). MOs were more likely (P � .01) to often/always/sometimes report concerns about duplicated care (56.0% v 47.7%)and general preventive health care responsibility (42.3% v 33.1%).
In weighted-adjusted multinomial models, inadequate knowl-edge or training to manage patient problems was significantly morelikely to be reported as a barrier by PCPs compared with MOs (often/always/sometimes: OR, 3.06; 95% CI, 2.03 to 4.61; Table 4). Physiciancharacteristics associated with a lower likelihood of reporting inade-quate knowledge or training included black race, being in the mid-range of the listed medical school graduation years (1980 to 1996),having high or moderate self-ascribed knowledge regarding follow-upcare, and being trained in late- and long-term effects.
MOs were more likely than PCPs to report uncertainty regardinggeneral preventive health care responsibility (often/always: OR, 1.97;95% CI, 1.13 to 3.43; sometimes: OR, 2.16; 95% CI, 1.60 to 2.93; Table4). Uncertainty was also more likely to be a concern for physicians(MOs and PCPs combined) in the west and those in practices thatwere transitioning to a full electronic medical record system. Physi-cians with high self-ascribed knowledge of cancer-related follow-upcare and those physicians whose practice was 26% to 50% elderlypatients were less likely to express uncertainty.
PCPs were more likely than MOs to report often or always order-ing extra tests/treatments as malpractice protection (often/always:OR, 1.87; 95% CI, 1.20 to 2.93). Ordering extra tests or treatments wasalso more common among physicians who were reimbursed via cap-itation, were of Asian/Pacific Islander descent, saw more than 100patients per week, and had only some late-effects training. Physiciancharacteristics associated with a lower likelihood of ordering tests/treatments as malpractice protection included high self-ascribedknowledge of cancer-related follow-up care, detailed late-effects train-ing, receipt of late-effects training from colleagues, being in the mid-range of listed medical school graduation years (1980 to 1996), andhaving a salary not based on productivity.
PCPs and MOs did not differ in reporting the final two physician-related barriers (concerns regarding duplicated or missed care) inadjusted analyses (results not shown). Although PCPs had highphysician-related barrier scores overall compared with MOs in unad-justed analyses (P � .0166), this association was no longer significantafter adjustment (P � .9986).
DISCUSSION
Our article examined 10 self-reported barriers and concerns MOs andPCPs face regarding the care of breast and colon cancer survivors whoare 5 years or more beyond completion of active treatment. To ourknowledge, this is the first nationwide study of its kind. Our primary
Virgo et al
2324 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
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Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e1.
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crip
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Barriers to Breast and Colorectal Cancer Survivorship Care
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Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
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Des
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71.
713
31.
72,
324
1.7
Sal
ary
and
reim
burs
emen
tS
alar
yba
sed
onpr
oduc
tivity
ofph
ysic
ian/
grou
p�
.001
No
41,3
7427
.92,
870
36.1
38,5
0427
.4Y
es48
,645
32.8
2,70
634
.045
,939
32.7
Not
paid
bysa
lary
53,6
6136
.21,
873
23.6
51,7
8836
.9M
issi
ng4,
622
3.1
501
6.3
4,12
22.
9R
eim
burs
emen
t.5
265
Prim
arily
fee
for
serv
ice
58,1
9939
.23,
320
41.8
54,8
7939
.1M
ixtu
reof
fee
for
serv
ice
and
capi
tatio
n10
,151
6.8
457
5.8
9,69
36.
9P
rimar
ilyca
pita
tion
8,78
05.
945
45.
78,
327
5.9
Do
not
know
,in
appl
icab
le,
mis
sing
71,1
7348
.03,
719
46.8
67,4
5448
.1(c
ontin
ued
onfo
llow
ing
page
)
Virgo et al
2326 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e1.
Des
crip
tive
Cha
ract
eris
tics
byP
hysi
cian
Type
,W
eigh
ted
Com
paris
ons
(con
tinue
d)
Cha
ract
eris
tic
Tota
l(N
�14
8,30
3)�†
Onc
olog
ist
(n�
7,95
0)�†
PC
P(n
�14
0,35
3)�†
P‡
No.
%N
o.%
No.
%
Kno
wle
dge
and
trai
ning
Sel
f-as
crib
edkn
owle
dge
ofca
ncer
-rel
ated
follo
w-u
pca
refo
rbr
east
and
colo
nca
ncer
surv
ivor
s�
.001
Low
know
ledg
e;sc
ore,
4-13
§66
,815
45.1
919
11.6
65,8
9647
.0M
ediu
mkn
owle
dge;
scor
e,14
-16
53,7
9536
.33,
314
41.7
50,4
8136
.0H
igh
know
ledg
e;sc
ore,
17-1
827
,478
18.5
3,70
546
.623
,774
16.9
Mis
sing
214
0.1
120.
120
20.
1R
ecei
ved
trai
ning
rega
rdin
glo
ng-t
erm
effe
cts
ofca
ncer
trea
tmen
tth
atsu
rviv
ors
mig
htex
perie
nce
�.0
01
No
50,7
4934
.256
37.
150
,185
35.8
Yes
,so
me
87,3
7458
.94,
505
56.7
82,8
6859
.0Y
es,
inde
tail
8,45
75.
72,
856
35.9
5,60
24.
0M
issi
ng1,
723
1.2
250.
31,
697
1.2
Inth
epa
st5
year
s,ho
wdi
dyo
ure
ceiv
eth
istr
aini
ng?
Con
tinui
ngm
edic
aled
ucat
ion
.010
8N
o48
,461
33.4
2,25
528
.546
,206
33.7
Yes
96,5
0866
.65,
662
71.5
90,8
4766
.3P
rofe
ssio
nalm
eetin
gsor
conf
eren
ces
�.0
01N
o88
,838
61.3
1,92
124
.386
,917
63.4
Yes
56,1
3138
.75,
996
75.7
50,1
3536
.6M
edic
alsc
hool
.034
6N
o13
4,93
193
.17,
557
95.5
127,
374
92.9
Yes
10,0
386.
936
04.
59,
678
7.1
Med
ical
jour
nals
�.0
01N
o65
,408
45.1
2,09
026
.463
,317
46.2
Yes
79,5
6154
.95,
827
73.6
73,7
3553
.8C
olle
ague
s.3
970
No
89,2
9161
.64,
748
60.0
84,5
4261
.7Y
es55
,678
38.4
3,16
940
.052
,510
38.3
Abb
revi
atio
ns:
EM
R,
elec
tron
icm
edic
alre
cord
s;H
MO
,he
alth
mai
nten
ance
orga
niza
tion;
MS
A,
met
ropo
litan
stat
istic
alar
ea;
PC
P,
prim
ary
care
phys
icia
n;P
I,P
acifi
cIs
land
er.
�P
erce
ntag
esm
ayno
tad
dup
toto
taln
umbe
rbe
caus
eof
roun
ding
.†U
nwei
ghte
dnu
mbe
rsar
eas
follo
ws:
tota
l,2,
202;
onco
logi
st,
1,13
0;P
CP
,1,
072.
‡Rao
-Sco
tt�
2te
st.
§Sco
res
of4
or5
wer
eat
trib
utab
leto
mis
sing
resp
onse
s.
Barriers to Breast and Colorectal Cancer Survivorship Care
www.jco.org © 2013 by American Society of Clinical Oncology 2327
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e2.
Sur
vivo
rshi
pC
are
Bar
riers
and
Con
cern
sby
Phy
sici
anTy
pe,
Wei
ghte
dC
ompa
rison
s
Cha
ract
eris
tic
Tota
l(N
�14
8,30
3)�
Onc
olog
ist
(n�
7,95
0)�
PC
P(n
�14
0,35
3)�
P†
No.
%N
o.%
No.
%
Pat
ient
-rel
ated
barr
iers
/con
cern
sP
atie
nts
refu
seor
dono
tad
here
tore
com
men
ded
care
.000
2O
ften
/alw
ays
16,3
7411
.963
48.
115
,741
12.1
Som
etim
es65
,962
47.9
4,32
055
.261
,642
47.5
Nev
er/r
arel
y55
,272
40.2
2,87
836
.852
,394
40.4
Iam
not
able
toor
der
appr
opria
tete
sts
ortr
eatm
ents
beca
use
ofhe
alth
insu
ranc
epl
anre
stric
tions
.032
9O
ften
/alw
ays
17,1
1612
.697
112
.516
,145
12.6
Som
etim
es51
,205
37.6
3,34
543
.247
,860
37.3
Nev
er/r
arel
y67
,764
49.8
3,42
244
.264
,342
50.1
Pat
ient
sha
vela
ngua
geba
rrie
rsth
atin
terf
ere
with
com
mun
icat
ion‡
.023
5O
ften
/alw
ays
3,44
62.
526
73.
43,
179
2.5
Som
etim
es24
,637
18.0
1,73
522
.322
,902
17.8
Nev
er/r
arel
y10
8,64
279
.55,
783
74.4
102,
859
79.8
Pat
ient
sre
ques
tm
ore
aggr
essi
veca
ncer
surv
eilla
nce
test
ing
than
wha
tI
wou
ldre
com
men
d�
.001
Oft
en/a
lway
s14
,898
11.1
2,26
828
.912
,630
10.0
Som
etim
es58
,526
43.5
3,64
746
.554
,879
43.3
Nev
er/r
arel
y61
,247
45.5
1,93
524
.659
,312
46.8
Pat
ient
sar
eun
able
topa
y(o
rla
ckin
sura
nce
cove
rage
for
follo
w-u
pca
re)
.918
6O
ften
/alw
ays
17,3
8912
.798
212
.716
,407
12.7
Som
etim
es70
,779
51.9
4,08
652
.866
,693
51.8
Nev
er/r
arel
y48
,298
35.4
2,67
534
.645
,622
35.4
Tota
lpat
ient
-rel
ated
barr
ier
scor
e§�
.001
Low
;�
1511
3,94
081
.65,
753
72.8
108,
187
82.1
Hig
h;�
1525
,674
18.4
2,15
227
.223
,523
17.9
Phy
sici
an-r
elat
edba
rrie
rs/c
once
rns
Ior
der
test
sor
trea
tmen
tsto
prot
ect
mys
elf
agai
nst
mal
prac
tice
litig
atio
n�
.001
Oft
en/a
lway
s21
,231
15.8
757
9.7
20,4
7416
.2S
omet
imes
46,4
7934
.62,
374
30.5
44,1
0534
.9N
ever
/rar
ely
66,5
1749
.64,
663
59.8
61,8
5448
.9I
amun
cert
ain
abou
tw
hich
phys
icia
n(o
ncol
ogy
spec
ialis
tor
PC
P)
ispr
ovid
ing
patie
nts’
gene
ral
prev
entiv
ehe
alth
care
.000
7
Oft
en/a
lway
s8,
675
6.3
724
9.3
7,95
16.
1S
omet
imes
37,4
9627
.32,
568
33.0
34,9
2727
.0N
ever
/rar
ely
91,0
6066
.44,
487
57.7
86,5
7366
.9I
amco
ncer
ned
abou
tdu
plic
ated
care
byth
eP
CP
and
onco
logy
spec
ialis
t.0
035
Oft
en/a
lway
s15
,503
11.3
1,03
313
.214
,470
11.2
Som
etim
es50
,424
36.8
3,34
342
.847
,082
36.5
Nev
er/r
arel
y70
,947
51.8
3,43
644
.067
,511
52.3
(con
tinue
don
follo
win
gpa
ge)
Virgo et al
2328 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e2.
Sur
vivo
rshi
pC
are
Bar
riers
and
Con
cern
sby
Phy
sici
anTy
pe,
Wei
ghte
dC
ompa
rison
s(c
ontin
ued)
Cha
ract
eris
tic
Tota
l(N
�14
8,30
3)�
Onc
olog
ist
(n�
7,95
0)�
PC
P(n
�14
0,35
3)�
P†
No.
%N
o.%
No.
%
Iam
conc
erne
dab
out
mis
sed
care
byth
eP
CP
and
onco
logy
spec
ialis
t.0
047
Oft
en/a
lway
s20
,049
14.9
912
11.7
19,1
3815
.1S
omet
imes
56,1
6341
.83,
749
48.3
52,4
1341
.4N
ever
/rar
ely
58,0
0543
.23,
102
40.0
54,9
0243
.4I
don’
tha
vead
equa
tekn
owle
dge
ortr
aini
ngto
man
age
my
patie
nts’
prob
lem
s‡�
.001
Oft
en/a
lway
s4,
921
3.7
961.
34,
825
3.8
Som
etim
es54
,760
40.7
702
9.2
54,0
5842
.6N
ever
/rar
ely
74,7
8755
.66,
823
89.5
67,9
6453
.6To
talp
hysi
cian
-rel
ated
barr
ier
scor
e§.0
338
Low
;�
1511
5,69
982
.96,
836
86.5
108,
863
82.7
Hig
h;�
1523
,915
17.1
1,06
913
.522
,846
17.3
Abb
revi
atio
n:P
CP
,pr
imar
yca
reph
ysic
ian.
�N
o.of
patie
nts
fore
ach
barr
ierm
ayno
tadd
upto
the
over
allt
otal
wei
ghte
dN
o.of
patie
nts
(N�
148,
303)
inal
lins
tanc
esbe
caus
eof
mis
sing
valu
esfo
rsom
eba
rrie
rs.O
nly
non-
mis
sing
patie
ntda
taw
ere
incl
uded
inth
em
ultiv
aria
ble
anal
ysis
.U
nwei
ghte
dnu
mbe
rsar
eas
follo
ws:
tota
l,2,
202;
onco
logi
st,
1,13
0;P
CP
,1,
072.
†Rao
-Sco
tt�
2te
st.
‡Bec
ause
ofsm
alls
ampl
esi
zes,
“som
etim
es”
was
com
bine
dw
ith“o
ften
/alw
ays”
for
purp
oses
ofal
lana
lyse
s.§C
rude
tota
lbar
rier
scor
esw
ere
calc
ulat
edby
addi
ngal
lres
pons
es(n
ever
,1;a
lway
s,5)
acro
ssth
epa
tient
-and
phys
icia
n-re
late
dba
rrie
rqu
estio
ns(r
ange
s,1-
20an
d1-
24,r
espe
ctiv
ely)
and
conv
ertin
gth
eto
tal
toa
dich
otom
ous
varia
ble
(�15
,lo
wsc
ore;
�15
,hi
ghsc
ore)
.
Barriers to Breast and Colorectal Cancer Survivorship Care
www.jco.org © 2013 by American Society of Clinical Oncology 2329
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e3.
Pat
ient
-Rel
ated
Bar
riers
and
Con
cern
sto
Can
cer
Sur
vivo
rshi
pC
are:
Wei
ghte
dA
djus
ted
Mul
tinom
ialL
ogis
ticR
egre
ssio
nM
odel
s
Var
iabl
e
Insu
ranc
eP
lan
Res
tric
tions
�La
ngua
geB
arrie
rs†
Req
uest
Mor
eA
ggre
ssiv
eC
are‡
Res
pons
e(v
R/N
)O
R95
%C
IR
espo
nse
(vR
/N)
OR
95%
CI
Res
pons
e(v
R/N
)O
R95
%C
I
Phy
sici
anty
peP
CP
1.00
Ref
1.00
Ref
1.00
Ref
Onc
olog
ist§
O/A
0.93
0.59
to1.
46O
/A/S
1.7
21
.22
to2
.42
O/A
4.0
82
.73
to6
.10
S1.4
21.0
3to
1.9
6S
1.9
91
.53
to2
.58
No.
ofph
ysic
ians
inpr
imar
ypr
actic
elo
catio
n1
1.00
Ref
1.00
Ref
1.00
Ref
2-5
O/A
0.84
0.47
to1.
49O
/A/S
1.27
0.81
to2.
00O
/A1.
210.
64to
2.29
2-5
S0.
900.
60to
1.34
`S
1.6
01
.12
to2
.28
6-15
O/A
0.5
20.2
7to
0.9
9O
/A/S
1.32
0.80
to2.
18O
/A1.
860.
95to
3.66
6-15
S0.5
80.3
6to
0.9
4S
1.6
41
.09
to2
.47
�16
O/A
0.2
90.1
1to
0.7
7O
/A/S
2.0
51
.13
to3
.72
O/A
1.47
0.70
to3.
05�
16S
0.5
30.3
1to
0.9
2S
1.48
0.90
to2.
43P
rimar
ysi
teof
prac
tice
Offi
cepr
actic
e1.
00R
efH
ospi
tal
O/A
/S0.
790.
42to
1.49
Com
mun
ityhe
alth
cent
erO
/A/S
3.5
01
.77
to6
.91
Mor
eth
anon
ese
lect
edO
/A/S
1.90
0.67
to5.
40C
ensu
sre
gion
Mid
wes
t1.
00R
ef1.
00R
efN
orth
east
O/A
1.24
0.64
to2.
38O
/A/S
2.1
31
.22
to3
.74
Nor
thea
stS
0.94
0.62
to1.
42S
outh
O/A
1.44
0.80
to2.
58O
/A/S
1.63
0.98
to2.
70W
est
O/A
1.28
0.63
to2.
60O
/A/S
2.3
51
.40
to3
.92
Wes
tS
0.5
40.3
6to
0.8
1
MS
A Non
-MS
A1.
00R
efM
SA
O/A
/S1.6
71
.13
to2
.49
Per
cent
ofsa
fety
net
patie
nts
�5
1.00
Ref
6-10
,O
/AO
/A0.
940.
45to
1.96
6-10
%sa
fety
net
S0
.59
0.3
5to
0.9
9
11-2
0%sa
fety
net
O/A
0.65
0.33
to1.
2711
-20%
safe
tyne
tS
0.4
90
.31
to0
.76
�21
%sa
fety
net
O/A
0.59
0.31
to1.
12�
21%
safe
tyne
tS
0.6
10
.38
to0
.99
Sal
ary
base
don
prod
uctiv
ityY
es1.
00R
efN
oO
/A0.
730.
40to
1.31
No¶
S0.5
80.4
0to
0.8
4
Not
paid
bysa
lary
O/A
0.61
0.37
to1.
02N
otpa
idby
sala
ryS
0.5
80.4
0to
0.8
4
(con
tinue
don
follo
win
gpa
ge)
Virgo et al
2330 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e3.
Pat
ient
-Rel
ated
Bar
riers
and
Con
cern
sto
Can
cer
Sur
vivo
rshi
pC
are:
Wei
ghte
dA
djus
ted
Mul
tinom
ialL
ogis
ticR
egre
ssio
nM
odel
s(c
ontin
ued)
Var
iabl
e
Insu
ranc
eP
lan
Res
tric
tions
�La
ngua
geB
arrie
rs†
Req
uest
Mor
eA
ggre
ssiv
eC
are‡
Res
pons
e(v
R/N
)O
R95
%C
IR
espo
nse
(vR
/N)
OR
95%
CI
Res
pons
e(v
R/N
)O
R95
%C
I
Rei
mbu
rsem
ent
FFS
1.00
Ref
Mix
edca
pita
tion/
FFS
O/A
/S1.
680.
91to
3.10
Cap
itatio
nO
/A/S
2.0
01
.11
to3
.62
Rac
eW
hite
1.00
Ref
1.00
Ref
Asi
an/P
IO
/A0.
860.
48to
1.54
O/A
1.28
0.74
to2.
23A
sian
/PI
S1.
100.
73to
1.64
S1.
080.
77to
1.52
His
pani
c¶O
/A2.4
21.1
3to
5.1
7O
/A0.
980.
47to
2.06
His
pani
cS
1.08
0.56
to2.
09S
1.22
0.66
to2.
24B
lack
O/A
1.06
0.45
to2.
49O
/A0.
960.
27to
3.38
Bla
ckS
0.62
0.31
to1.
23S
0.52
0.25
to1.
09O
ther
/mis
sing
O/A
0.56
0.17
to1.
89O
/A0.
670.
20to
2.21
Oth
er/m
issi
ngS
0.85
0.36
to2.
04S
0.2
70
.11
to0
.67
Trai
ned
inth
eU
nite
dS
tate
sN
o1.
00R
efY
esO
/A0.5
20.3
1to
0.8
7
Yes
S0.
690.
47to
1.00
NO
TE.
Bol
dfac
edva
lues
repr
esen
tsi
gnifi
cant
resu
lts.
Abb
revi
atio
ns:F
FS,f
eefo
rse
rvic
e;M
SA
,met
ropo
litan
stat
istic
alar
ea;O
/A,o
ften
/alw
ays;
O/A
/S,o
ften
/alw
ays/
som
etim
es;O
R,o
dds
ratio
;PC
P,p
rimar
yca
reph
ysic
ian;
PI,
Pac
ific
Isla
nder
;Ref
,ref
eren
ce;R
/N,
rare
ly/n
ever
;S
,so
met
imes
.�“I
amno
tabl
eto
orde
rapp
ropr
iate
test
sor
trea
tmen
tsbe
caus
eof
insu
ranc
epl
anre
stric
tions
.”M
odel
also
adju
sted
fort
rain
ing
rega
rdin
gla
teef
fect
s,co
ntin
uing
med
ical
educ
atio
ntr
aini
ng,t
rain
ing
atm
eetin
gs,
trai
ning
byjo
urna
ls,
and
trai
ning
byco
lleag
ues.
†“P
atie
nts
have
lang
uage
barr
iers
that
inte
rfer
ew
ithco
mm
unic
atio
n.”
Mod
elal
soad
just
edfo
rse
lf-as
crib
edkn
owle
dge,
med
ical
scho
oltr
aini
ng,
patie
nts
per
wee
k,pe
rcen
tof
safe
tyne
tpa
tient
s,an
dra
ce/e
thni
city
.‡“
Pat
ient
sre
ques
tm
ore
aggr
essi
veca
ncer
surv
eilla
nce
test
ing
than
wha
tIw
ould
reco
mm
end.
”M
odel
also
adju
sted
for
trai
ning
atm
eetin
gs,p
erce
ntof
elde
rlypa
tient
s,an
dus
eof
elec
tron
icm
edic
alre
cord
s.§O
Rs
asso
ciat
edw
ithph
ysic
ian
type
are
inte
rpre
ted
asfo
llow
s:on
colo
gist
sw
ere
sign
ifica
ntly
mor
elik
ely
tore
port
insu
ranc
epl
anre
stric
tions
prec
ludi
ngor
derin
gap
prop
riate
test
sor
trea
tmen
tsco
mpa
red
with
PC
Ps
(som
etim
es:
OR
,1.
42;
95%
CI,
1.03
to1.
96).
¶O
Rs
asso
ciat
edw
ithba
rrie
rsar
ein
terp
rete
das
follo
ws:
insu
ranc
epl
anre
stric
tions
wer
epr
oble
mat
icfo
rph
ysic
ians
with
prod
uctiv
ity-b
ased
sala
ries
(som
etim
es:O
R,1
.72;
95%
CI,
1.19
to2.
50)a
ndH
ispa
nic
phys
icia
ns(o
ften
/alw
ays:
OR
,2.
42;
95%
CI,
1.13
to5.
17).
Barriers to Breast and Colorectal Cancer Survivorship Care
www.jco.org © 2013 by American Society of Clinical Oncology 2331
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e4.
Phy
sici
an-R
elat
edB
arrie
rs/C
once
rns
toC
ance
rS
urvi
vors
hip
Car
e:W
eigh
ted
Adj
uste
dM
ultin
omia
lLog
istic
Reg
ress
ion
Mod
els
Des
crip
tive
Var
iabl
e
Pro
tect
Aga
inst
Mal
prac
tice�
Who
IsP
rovi
ding
Gen
eral
Pre
vent
ive
Car
e†In
adeq
uate
Kno
wle
dge/
Trai
ning
‡
Res
pons
e(v
R/N
)O
R95
%C
IR
espo
nse
(vR
/N)
OR
95%
CI
Res
pons
e(v
R/N
)O
R95
%C
I
Phy
sici
anty
peP
CP
1.00
Ref
1.00
Ref
1.00
Ref
Onc
olog
ist§
O/A
0.5
30.3
4to
0.8
4O
/A1.9
71
.13
to3
.43
O/A
/S0
.33
0.2
2to
0.4
9
S1.
010.
74to
1.39
S2.1
61
.60
to2
.93
Kno
wle
dge
ofca
ncer
-rel
ated
follo
w-u
pca
refo
rbr
east
and
colo
nca
ncer
surv
ivor
sLo
w1.
00R
ef1.
00R
ef1.
00R
efM
ediu
mO
/A0.
690.
45to
1.04
O/A
0.62
0.34
to1.
12O
/A/S
0.6
20
.46
to0
.83
Med
ium
S0.
920.
66to
1.28
S0.
790.
56to
1.12
Hig
hO
/A0.4
70.2
4to
0.9
1O
/A0.
700.
30to
1.63
O/A
/S0
.27
0.1
8to
0.4
2
Hig
hS
0.79
0.54
to1.
18S
0.5
00
.32
to0
.79
Rec
eive
dtr
aini
ngre
gard
ing
late
effe
cts
No
1.00
Ref
1.00
Ref
Yes
,so
me
O/A
1.5
71.0
1to
2.4
6O
/A/S
0.4
60
.32
to0
.66
Yes
,so
me
S0.
990.
70to
1.40
Yes
,de
taile
dO
/A1.
530.
69to
3.40
O/A
/S0
.13
0.0
5to
0.3
1
Yes
,de
taile
dS
0.3
50.1
9to
0.6
5
Trai
ned
byco
lleag
ues
No
1.00
Ref
Yes
O/A
0.6
40.4
4to
0.9
3
Yes
S1.
070.
80to
1.44
No.
ofpa
tient
sse
enat
prim
ary
loca
tion
�50
1.00
Ref
51-1
00O
/A0.
830.
50to
1.38
51-1
00S
1.25
0.77
to2.
01�
101
O/A
1.48
0.82
to2.
67�
101
S1.6
91.0
1to
2.8
1
Prim
ary
site
ofpr
actic
eO
ffice
prac
tice
1.00
Ref
Hos
pita
lO
/A0.
640.
27to
1.53
Hos
pita
lS
1.11
0.56
to2.
20C
omm
unity
heal
thce
nter
O/A
0.51
0.18
to1.
50C
omm
unity
heal
thce
nter
S0.
700.
34to
1.44
Mor
eth
anon
ese
lect
edO
/A1.
330.
38to
4.65
Mor
eth
anon
ese
lect
edS
3.9
41.5
2to
10.2
0
EM
R Pap
erre
cord
san
dch
arts
1.00
Ref
Par
tialE
MR
O/A
1.06
0.36
to3.
15P
artia
lEM
RS
0.72
0.43
to1.
21In
tran
sitio
nfr
ompa
per
tofu
llE
MR
O/A
2.2
91
.02
to5
.13
Intr
ansi
tion
from
pape
rto
full
EM
RS
0.71
0.45
to1.
13Fu
llE
MR
O/A
1.49
0.64
to3.
46Fu
llE
MR
S0.
970.
67to
1.42
(con
tinue
don
follo
win
gpa
ge)
Virgo et al
2332 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e4.
Phy
sici
an-R
elat
edB
arrie
rs/C
once
rns
toC
ance
rS
urvi
vors
hip
Car
e:W
eigh
ted
Adj
uste
dM
ultin
omia
lLog
istic
Reg
ress
ion
Mod
els
(con
tinue
d)
Des
crip
tive
Var
iabl
e
Pro
tect
Aga
inst
Mal
prac
tice�
Who
IsP
rovi
ding
Gen
eral
Pre
vent
ive
Car
e†In
adeq
uate
Kno
wle
dge/
Trai
ning
‡
Res
pons
e(v
R/N
)O
R95
%C
IR
espo
nse
(vR
/N)
OR
95%
CI
Res
pons
e(v
R/N
)O
R95
%C
I
Cen
sus
regi
onM
idw
est
1.00
Ref
Nor
thea
stO
/A1.
360.
60to
3.07
Nor
thea
stS
0.89
0.59
to1.
35S
outh
O/A
1.75
0.84
to3.
64S
outh
S1.
140.
78to
1.67
Wes
tO
/A2.4
91
.18
to5
.26
Wes
tS
1.01
0.68
to1.
49P
erce
ntof
patie
nts
�65
year
sol
d0-
251.
00R
ef26
-50
O/A
0.77
0.39
to1.
5326
-50
S0.6
20
.44
to0
.87
51-1
00O
/A1.
020.
48to
2.19
51-1
00S
0.75
0.50
to1.
12S
alar
yba
sed
onpr
oduc
tivity
Yes
1.00
Ref
No
O/A
0.4
30.2
6to
0.7
1
No
S0.5
40.3
6to
0.8
2
Not
paid
bysa
lary
O/A
0.64
0.29
to1.
43N
otpa
idby
sala
ryS
0.63
0.34
to1.
15R
eim
burs
emen
tP
rimar
ilyFF
S1.
00R
efM
ixed
capi
tatio
n/FF
SO
/A0.
640.
26to
1.54
Mix
edca
pita
tion/
FFS
S1.
030.
56to
1.90
Prim
arily
capi
tatio
nO
/A2.4
31.1
7to
5.0
7
Prim
arily
capi
tatio
nS
1.13
0.61
to2.
10R
ace
Whi
te1.
00R
ef1.
00R
efA
sian
/PI
O/A
2.0
61.2
5to
3.3
9O
/A/S
0.90
0.58
to1.
42A
sian
/PI
S1.
060.
70to
1.59
His
pani
cO
/A2.
080.
96to
4.50
O/A
/S1.
150.
62to
2.15
His
pani
cS
1.74
0.94
to3.
22B
lack
O/A
0.97
0.37
to2.
58O
/A/S
0.3
90
.18
to0
.82
Bla
ckS
0.98
0.44
to2.
20O
ther
/mis
sing
O/A
2.00
0.61
to6.
52O
/A/S
0.43
0.11
to1.
68O
ther
/mis
sing
S1.
830.
53to
6.27
(con
tinue
don
follo
win
gpa
ge)
Barriers to Breast and Colorectal Cancer Survivorship Care
www.jco.org © 2013 by American Society of Clinical Oncology 2333
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Tabl
e4.
Phy
sici
an-R
elat
edB
arrie
rs/C
once
rns
toC
ance
rS
urvi
vors
hip
Car
e:W
eigh
ted
Adj
uste
dM
ultin
omia
lLog
istic
Reg
ress
ion
Mod
els
(con
tinue
d)
Des
crip
tive
Var
iabl
e
Pro
tect
Aga
inst
Mal
prac
tice�
Who
IsP
rovi
ding
Gen
eral
Pre
vent
ive
Car
e†In
adeq
uate
Kno
wle
dge/
Trai
ning
‡
Res
pons
e(v
R/N
)O
R95
%C
IR
espo
nse
(vR
/N)
OR
95%
CI
Res
pons
e(v
R/N
)O
R95
%C
I
Yea
rof
med
ical
scho
olgr
adua
tion
<19
791.
00R
ef19
80-1
988
O/A
0.71
0.42
to1.
18O
/A/S
0.6
30
.44
to0
.91
1980
-198
8S
0.5
30.3
4to
0.8
3
1989
-199
6O
/A0.
800.
47to
1.36
O/A
/S0.
520.
33to
0.80
1989
-199
6S
0.6
50.4
3to
0.9
7
�19
97O
/A1.
250.
71to
2.21
O/A
/S0.
690.
43to
1.09
�19
97S
0.87
0.55
to1.
38
NO
TE.
Bol
dfac
edva
lues
repr
esen
tsi
gnifi
cant
resu
lts.
Abb
revi
atio
ns:E
MR
,ele
ctro
nic
med
ical
reco
rds;
FFS
,fee
for
serv
ice;
MO
,med
ical
onco
logi
st;O
/A,o
ften
/alw
ays;
O/A
/S,o
ften
/alw
ays/
som
etim
esv
rare
ly/n
ever
;OR
,odd
sra
tio;P
CP
,prim
ary
care
phys
icia
n;P
I,P
acifi
cIs
land
er;
Ref
,re
fere
nce;
R/N
,ra
rely
/nev
er;
S,
som
etim
es.
�“I
orde
rte
sts
ortr
eatm
ents
topr
otec
tm
ysel
fag
ains
tm
alpr
actic
elit
igat
ion.
”M
odel
also
adju
sted
for
Uni
ted
Sta
tes
trai
ning
.†“
Iam
unce
rtai
nab
out
whi
chph
ysic
ian
(onc
olog
ysp
ecia
list
orP
CP
)is
prov
idin
gpa
tient
s’ge
nera
lpre
vent
ive
heal
thca
re.”
The
mod
elad
just
edfo
rno
othe
rva
riabl
es.
‡“I
dono
tha
vead
equa
tekn
owle
dge
ortr
aini
ngto
man
age
my
patie
nts’
prob
lem
s.”
Mod
elal
soad
just
edfo
rco
ntin
uing
med
ical
educ
atio
ntr
aini
ng,
trai
ning
atm
eetin
gs,
trai
ning
with
jour
nals
,tr
aini
ngw
ithco
lleag
ues,
perc
ent
ofel
derly
patie
nts,
patie
nts
per
wee
k,si
teof
prac
tice,
No.
ofph
ysic
ians
inpr
actic
e,an
dU
nite
dS
tate
str
aini
ng.
§OR
sas
soci
ated
with
phys
icia
nty
pear
ein
terp
rete
das
follo
ws:
MO
sw
ere
mor
elik
ely
than
PC
Ps
tore
port
unce
rtai
nty
rega
rdin
gw
how
asre
spon
sibl
efo
rpro
vidi
ngge
nera
lpre
vent
ive
heal
thca
re(O
/A:O
R,1
.97;
95%
CI,
1.13
to3.
43;
som
etim
es:
OR
,2.
16;
95%
CI,
1.60
to2.
93).
¶O
dds
asso
ciat
edw
ithba
rrie
rsar
ein
terp
rete
das
follo
ws:
unce
rtai
nty
rega
rdin
gge
nera
lpre
vent
ive
heal
thca
rere
spon
sibi
lity
was
mor
elik
ely
tobe
aco
ncer
nfo
rph
ysic
ians
inth
eW
est
(O/A
:OR
,2.4
9;95
%C
I,1.
18to
5.26
)an
dth
ose
wor
king
inan
envi
ronm
ent
that
was
intr
ansi
tion
toa
full
EM
R(O
/A:
OR
,2.
29;
95%
CI,
1.02
to5.
13).
Virgo et al
2334 © 2013 by American Society of Clinical Oncology JOURNAL OF CLINICAL ONCOLOGY
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
finding was that MOs and PCPs perceived different barriers and con-cerns as problematic, though the actual number of perceived barriersdid not differ between MOs and PCPs (4.9 and 4.7, respectively).MOs were more likely to report concerns about language barrierswhen communicating with patients, insurance restrictions imped-ing ordering tests/treatments, patients requesting unnecessary test-ing, and general preventive-care responsibility. PCPs were moreconcerned with feeling inadequately trained and ordering extratests/treatments as malpractice protection. Guidelines regardingcancer survivor follow-up care tend to be more explicit for theinitial 5 years after treatment, but less so beyond 5 years.26-27 PCPsseem aware that there are additional services they should be pro-viding for cancer survivors but may be unclear what those servicesshould include.
Our findings regarding PCPs feeling inadequately trained in sur-vivorship care and ordering excess tests/treatments suggest the needfor improved physician education and training in survivorship care,particularly considering the growing population of long-term cancersurvivors. Oncology and primary care professional societies shouldpartner with cancer research organizations to develop improvedguidelines and webinars for clinicians that address clinical knowledgegaps identified by provider studies such as SPARCCS and the unmetmedical and psychosocial patient needs as reported by cancer survivorsurveys.28-29 Guidelines should be expanded to include the periodbeyond 5 years after primary treatment and clearly differentiateamong guideline-recommended care, care that may be considered butis not explicitly guideline-recommended, and care that is clearlynot indicated.
MOs’ concerns regarding requests from patients for unnecessarytesting suggest a need for patient education. Patient navigators aretrained to address education and two other concerns of MOs: lan-guage barriers when communicating with patients and insurance re-strictions impeding necessary test/treatment ordering. Navigators canidentify translators and link patients with support groups providingboth educational and psychological structure. Navigators are alsotrained to assist patients in finding affordable care, often aided bysocial workers.30-31 The new standards for American College of Sur-geons Commission on Cancer–accredited hospitals requiring thatpatient navigation be available either on site or by referral should helpreduce oncologists’ concerns.32
In addition, our findings regarding MOs’ uncertainty about gen-eral preventive care responsibility suggest the need for increased coor-dination among clinicians in cancer survivorship care delivery.Survivorship care can be difficult to navigate. A team effort is neededto facilitate the patient-to-survivor transition.11 Improved care plan-ning is needed beyond 5 years after primary treatment, despite the lackof survivorship care standards. For patients transitioning back to PCPsfor continued care, TS and SCP are promising tools for improvingcontinuity and coordination of care and for improving survivors’knowledge of optimal tests.33 Increased coordination among clini-cians may also improve PCPs’ confidence in their ability to managepatient problems. We found that PCPs who more frequently reported
receiving a TS or SCP from the patient’s oncology specialist were lesslikely to indicate having inadequate knowledge or training to managepatient problems (TS: often/always, 42.6%; sometimes, 41.9%; v rare-ly/never, 57.3%; SCP: often/always, 37.6%; sometimes, 44.5%; v rare-ly/never, 51.3%).
Potential study limitations include the focus on breast and coloncancer survivorship care barriers. Though the barriers included werefairly generic, it is possible that barriers encountered in providingfollow-up care for children who are cancer survivors, for example,may differ from the barriers reported in this article. Similarly, as ouranalysis was comparative in nature, some barriers perceived solely byPCPs or solely by medical oncologists may have been overlooked insurvey design. In addition, the self-reported nature of the data is apotential limitation. Over- or under-reporting is possible because ofsocial desirability bias. For example, the number of physicians whoreported ordering extra tests/treatments as malpractice protectionmay be an undercount of the actual number of respondents orderingmore tests/treatments than necessary.
The importance of long-term follow-up care for cancer survivorsshould not be underestimated. Years ago, post-treatment survival forcancer patients was relatively short and surveillance was focused pri-marily on detecting recurrences and new primary cancers. With ad-vances in diagnosis and treatment, patients are living longer andconcerns about late effects of cancer and its treatment have come tothe forefront, as have heightened concerns regarding psychosocialissues. The current study is important in highlighting potential chal-lenges in transitioning survivors’ care from MOs to PCPs and isunique in identifying MO- and PCP-specific concerns. High priorityshould be given to developing more efficient methods of communi-cation among providers and between providers and patients,11 design-ing new models of survivorship care such as oncology medicalhomes,34-35 and establishing educational programs tailored to thespecific concerns of PCPs regarding appropriate surveillance testingand late- and long-term effects of cancer and its treatment. Nationallyrepresentative physician surveys, such as SPARCCS, have been andwill continue to remain crucial for systematic evaluation of the impactof such changes on cancer survivorship care.
AUTHORS’ DISCLOSURES OF POTENTIAL CONFLICTSOF INTEREST
The author(s) indicated no potential conflicts of interest.
AUTHOR CONTRIBUTIONS
Conception and design: All authorsCollection and assembly of data: Katherine S. Virgo, Catherine C. Lerro,Carrie N. KlabundeData analysis and interpretation: Katherine S. Virgo, Catherine C.Lerro, Carrie N. KlabundeManuscript writing: All authorsFinal approval of manuscript: All authors
REFERENCES
1. American Cancer Society: Cancer Treatmentand Survivorship Facts & Figures, 2012-2013. At-lanta, GA, American Cancer Society, 2012
2. Parry C, Kent EE, Mariotto AB, et al: Cancersurvivors: A booming population. Cancer EpidemiolBiomarkers Prev 20:1996-2005, 2011
3. Erikson C, Salsberg E, Forte G, et al: Futuresupply and demand for oncologists. J Oncol Pract3:79-86, 2007
4. Hewitt M, Greenfield S, Stovall E, et al: FromCancer Patient to Cancer Survivor: Lost in Transi-tion. Washington, DC, The National AcademiesPress, 2006
5. Hewitt M, Ganz PA: Implementing CancerSurvivorship Care Planning-Workshop Summary.
Barriers to Breast and Colorectal Cancer Survivorship Care
www.jco.org © 2013 by American Society of Clinical Oncology 2335
from 129.100.58.76Information downloaded from jco.ascopubs.org and provided by at UNIVERSITY WESTERN ONTARIO on October 28, 2014
Copyright © 2013 American Society of Clinical Oncology. All rights reserved.
Washington, DC, The National Academies Press,2007
6. Blaseg K, Kile M, Salner A: Survivorship andpalliative care: A comprehensive approach to a survi-vorship care plan. http://ncccp.cancer.gov/files/NCCCP_SurvPalliativeCare.pdf
7. Grunfeld E, Julian JA, Pond G, et al: Evaluat-ing survivorship care plans: Results of a randomized,clinical trial of patients with breast cancer. J ClinOncol 29:4755-4762, 2011
8. Kantsiper M, McDonald EL, Geller G, et al:Transitioning to breast cancer survivorship: Perspec-tives of patients, cancer specialists, and primarycare providers. J Gen Intern Med 24:S459-S466,2009 (suppl 2)
9. Smith SL, Wai ES, Alexander C, et al: Caringfor survivors of breast cancer: Perspective of theprimary care physician. Current Oncol 18:e218-e226, 2011
10. Nissen MJ, Beran MS, Lee MW, et al: Viewsof primary care providers on follow-up care of cancerpatients. Fam Med 39:477-482, 2007
11. Mandelblatt JS, Yabroff KR, Kerner JF: Equi-table access to cancer services. Cancer 86:2378-2390, 1999
12. Klabunde CN, Han PKJ, Earle CC, et al: Phy-sician roles in the cancer-related follow-up care ofcancer survivors. Fam Med (in press)
13. Cheung WY, Nevill BA, Earle CC: Associationsamong cancer survivorship discussions, patient andphysician expectations, and receipt of follow-upcare. J Clin Oncol 28:2577-2583, 2010
14. Aubin M, Vezina L, Verreault R, et al: Familyphysician involvement in cancer care follow-up: Theexperience of a cohort of patients with lung cancer.Ann Fam Med 8:526-532, 2010
15. Earle CC, Neville BA: Under-use of necessarycare among cancer survivors. Cancer 101:1712-1719, 2004
16. Potosky AL, Han PKJ, Rowland J, et al: Dif-ferences between primary care physicians’ and on-cologists’ knowledge, attitudes and practicesregarding the care of cancer survivors. J Gen InternMed 26:1403-1410, 2011
17. Andersen R: A Behavioral Model of Families:Use of Health Services. Chicago, IL, Center forHealth Administration Studies, University of Chi-cago, 1968
18. Andersen RA: Revisiting the behavioral modeland access to medical care: Does it matter? J HealthSocial Behav 36:1-10, 1995
19. Aday LA, Andersen RM, Fleming GV: Healthcare in the US: Equitable for whom? Beverly Hills,CA, Sage, 1980
20. Khatcheressian JL, Wolff AC, Smith TJ, et al:American Society of Clinical Oncology 2006 updateof the breast cancer follow-up and managementguidelines in the adjuvant setting. J Clin Oncol24:5091-5097, 2006
21. Desch CE, Benson AB III, Somerfield MR, etal: Colorectal cancer surveillance: 2005 update of anAmerican Society of Clinical Oncology practiceguideline. J Clin Oncol 23:8512-8519, 2005
22. National Cancer Institute: Survey of Physician At-titudes Regarding the Care of Cancer Survivors(SPARCCS). http://healthservices.cancer.gov/surveys/sparccs/
23. Baldwin LM, Adamache W, Klabunde CN, et al:Linking physician characteristics and Medicare claimsdata: Issues in data availability, quality, and measure-ment. Med Care 40:IV-82-95, 2002 (suppl 8)
24. Cherkin D, Lawrence D: An evaluation of theAmerican Medical Association’s Physician master-file as a data source: One state’s experience. MedCare 15:767-769, 1977
25. Keating NL, Landrum MB, Klabunde CN, et al:Adjuvant chemotherapy for stage III colon cancer: Dophysicians agree about the importance of patient age andcomorbidity? J Clin Oncol 26:2532-2537, 2008
26. Carlson RW, Alfred DC, Anderson BO, et al:NCCN Clinical Practice Guidelines in Oncology: BreastCancer Version 2.2013. http://www.nccn.org/professionals/physicians_gls/pdf/breast.pdf
27. Benson AB, Arnoletti JP, Bekaii-Saab T, et al:NCCN Clinical Practice Guidelines in Oncology: ColonCancer Version 3.2013. http://www.nccn.org/professionals/physician_gls/pdf/colon.pdf
28. Smith T, Stein KD, Mehta CC, et al: Therationale, design and implementation of the Ameri-can Cancer Society’s studies of cancer survivors.Cancer 109:1-12, 2007
29. Rechis R, Boerner L, Nutt S, et al (eds):How Cancer Has Affected Post-Treatment Survivors:LiveSTRONG Report 1-29, 2011. http://www.livestrong.org/pdfs/3-0/LSSurvivorSurveyReport
30. Colorado Patient Navigator Training: Course De-scriptions. http://patientnavigatortraining.org/website/courses.htm. Accessed June 21, 2012
31. The Harold P. Freeman Patient Navigation Insti-tute: The Program. http://www.hpfreemanpni.org/the-program/. Accessed June 21, 2012
32. American College of Surgeons Commissionon Cancer: Cancer Program Standards 2012: Ensur-ing Patient-Centered Care, Standard 3.1 Patient Nav-igation Process, 75-76. http://facs.org/cancer/coc/cocprogramstandards2012.pdf. Accessed June 21,2012
33. American Society of Clinical Oncology: ASCOCancer Treatment Plan and Summary Resources. http://www.asco.org/ASCOv2/Practice�%26�Guidelines/Quality�Care/Quality�Measurement�%26�
Improvement/Chemotherapy�Treatment�Plan�and�Summary/Cancer�Treatment�Plan�and�Summary�Resources. Accessed February 13, 2012
34. ACCC releases survey on oncology medicalhome. The ASCO Post, April 15, 2012, 38
35. Butcher L: Medical home concept comes tooncology. Oncology Times 33:45-47, 2011
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