Materials and methods
Protocol
We perfo rmed this systemic revi ew and meta-analysis in accordanc e with th e Pre ferred
Repor ting It ems for Systematic Reviews and Met a-Analyses (PRISMA) guidelines . 8 A preliminary version
was published on medRxiv. Sinc e its post ing, the study has be en significantly modified.
Inform atio n Sourc es and Sear ch Stra te gi es
We perfo rmed a systema tic lite ratu re se arch of MEDLINE and Scopus datab ases u sing search
terms rel at ed to colo rect al cancer dispa ri ties. Tabl e 1 in the Suppl ement gives th e search str ategy used
for MEDLINE. Within the Scopus da tabas e, the following sea rch te rms were appli ed: “colorec tal” AND
“disparities”. Ou r search es were limit ed t o studies with full manuscripts, pu blishe d in English, and from
Janua ry 1, 2011 to March 29, 2021.
Eligibilit y Criteria
We included st udies th at r epor ted on col on, rect al, or colo rect al dispari ties within the Unit ed
Stat es. W e consider ed studi es along the entir e cancer car e contin uum, as per the Institu te of Me dicine
Framework.
9 Commenta ries, l ett ers, a nd publications r epor ting on popula tions ou tside of the Uni ted
Stat es were e xcluded . Review ar ticles we re exclud ed from th e primary analysis, b ut thei r refe rence lis ts
were used as a sourc e of additio nal rel evant ar ticles.
The meta-analysis was designed specific ally to examin e dispari ties in th e utiliz ati on of Surgery as
a tre atmen t modality . For th e met a-anal ysis, we included studies rel ating to disp arities in the ut ilizati on
of Surgery: recei pt of surgery, r efusal of surgery, and rec eipt of lapa roscopic vers us open surgery. In
accordance with the r esults of the syst e matic review, we tail ored o ur met a-anal yses to patie nts of Black
race.
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5
Study Selec tio n an d Dat a Collec tio n
Two authors (S.R. an d S.S.) indep ende ntl y screened study ti tles and a bstrac ts for poten tial
inclusion. Full te xt of th e rel evant st udies was extrac ted and reviewed for eligibili t y. Disagreements
betwee n the r eviewers wer e resolve d by consensus or by the thi rd aut hor (R.R .K). We manually
searched r efer ence lists of review ar ticle s for pertine nt addi tional s tudies . Two authors (S.R. and S.S .)
independ ently e xtr acte d data from the i ncluded studies a nd discrepa ncies were r esolved by discussion.
Data I tems
We captu red t he following: (1) General S tudy Informati on including: ti tle, a utho r(s), year of
publication , data sou rce, an d sample size ; (2) Primary Disparity including: race and ethnicity, SES
(income level, insurance st atus, loc ation , hospital effects, o r educa tion level), age, gender,
comorbiditi es/disabilities , and LGBTQI A+ ; (3) Categorization by th e Cancer Care C ontinuum including:
Prevention, Scr eening, or Diagnosis, Trea tment, Su rvivorship, or End-of-Life Care; (4) Treatment Type
including: Radia tion, Systemic The rapy, S urgery, or Combined Tr eatm ent; (5) Utili zation of Surge ry
Outcome(s) including: receip t of surgery, refusal of surgery, and rec eipt of lapa ros copic versus open
surgery. For st udies included in the me ta -analyses, we ex tract ed th e odds ra tios (ORs), correspo nding
confidence inte rvals (CIs), the focus and control group sampl e sizes, and the cova riates .
Risk of Bias in Indivi du al Studi es
Two authors (S.R. an d S.S.) indep ende ntl y assessed the studi es included in t he me ta-analysis for
poten tial bias using th e Newcastl e-O tta wa Scale.
10 This scale assesses the po ten t ial of bias in 3 domains:
(1) selection of the study groups; (2) comparabili ty of groups; and (3) ascertainme nt of exposu re and
outcome. Th e maximum score in th e sele ction domain is 4 stars, in the compar abil ity domain is 2 stars,
and in the ou tcome domain is 3 sta rs. St udies with scores of 7 or higher wer e con sidered as having a low
risk of bias, scores of 4 to 6 as having a m odera te risk of bias, and scor es less than 4 as having a high risk
of bias. Disagreemen ts were r esolved by consensus or by the t hird au thor (R.R .K).
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(which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.
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6
Statisti cal A nalysis
We calculat ed combined estimat es for th e five separat e analyses focused on u tiliz ation of
Surgery outcomes : recei pt of surgery (colorecta l, colon, an d rect al), refusal of surgery, and rec eipt of
laparoscopic versus op en surgery. Firs t, we studied th e associati on be tween r ece ipt of surgery and
Black race using ORs and cor respondi ng 95% CIs from the multivariate analyses p resen ted in th e
included studies . Given that som e studie s repor ted th eir r esults for color ectal p ro cedures combined
while othe rs repo rte d colon and r ectal se parat ely, we conduct ed thr ee sep ara te a nalyses for each
procedur e type : colorec tal, colon , and re ctal.
Nex t, we calcula ted pool ed multivari ate ORs and th e associat ed 95% CIs for the a ssociation
betwee n refusal of colon surgery and B la ck race. In th e fifth and final analysis, we calculated the
association b etwee n receip t of lapar osco pic versus open surgery and Black rac e; multivariat e ORs and
correspond ing 95% CIs were obtaine d from the rel evant stu dies.
When da ta was unclear o r did not p rovid e the app ropri at e outcome , the s tudy was not included
in the analysis for th e outcome . A funnel plot and regr ession asymmetry t est wer e originally planne d to
assess for small study bias, but could no t be performed du e th e limited numb er o f studies in each
analysis.
The Cochran’s tes t was used to assess fo r hete rogen eity of the includ ed studi es in each
respective analysis. For t he he ter ogenei t y measure, de rived from two-tail ed tes ts , p values less than
0.10 were de emed to in dicate significanc e. For est plo ts and th e I
2 statis tic resul ts were also assesse d
with I 2 > 50% indicating modera te he ter ogeneity. If hete rogen eity was observed (p/i9T/i9T50%),
a random-effects model was used to poo l the estima te ac ross studies , per an alysis, with the
DerSimonian-Laird met hod. Oth erwise, a fixed-effects model was applied .
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(which was not certified by peer review) is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.
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7
All datab ase sea rch resul ts were downlo aded, merg ed, and d eduplicat ed by the s ystematic
review managemen t software , Covidence (Veritas Heal th Inn ovation, Melbou rne, Australi a). All analyses
were perfo rmed using Sta ta sta tistical so ftware version 16.1 (Sta taCorp , College S tatio n, TX).
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Figure I. Flow Diagram of Study Disposition
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Figure 2. Proportion of Studies Published on Disparities in Colorectal Cancer Care Across the Cancer
Care Continuum
Prevention, Diagnosis and Screening (64%)
Treatment
(15%)
Survivorship
(20%)
End of
Life
Care
(1%)
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Figure 3. Meta-analysis of 9 Studies Assessing Receipt of Colorectal, Colon, or Rectal Cancer Surgery and Black Race
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Figure 4. Meta-analysis of 2 Studies Assessing Refusal of Colon Cancer Surgery and Black Race
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Figure 5. Meta-analysis of 3 Studies Assessing Receipt of Laparoscopic versus Open Colorectal Cancer Surgery and Black Race
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Table I. Distribution of Treatment Disparities Studies within Colorectal Cancer by Treatment Type and
Study Population
Distribution of Treatment Disparities Studies within Colorectal Cancer by Treatment Type
Treatment
Type Surgery
Combined
Radiation Systemic Therapy w/
Surgery
w/o
Surgery
Publications,
n (%) 69 (6% ) 26 (2% ) 37 (3% ) 13 (1% ) 33 (3% )
Distribution of Treatment Disparities Studies within Colorectal Cancer by Study Population
Disparate
Population
Race and
Ethnicity SES Age Gender Disabilities/Comorbidities LGBTQI+
Publications,
n (%) 82 (46% ) 50 (28% ) 30 (17% ) 10 (6% ) 6 (3% ) 0 (0% )
Not e. Percen tages for t he type of t rea tm ent ar e calculat ed out of the to tal numb er of dispariti es studi es;
Percentag es for the stu dy populati on are calculated ou t of the t otal numb er of pu blications on t rea tmen t
dispariti es
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