The COVID-19 pandemic has magnified longstanding health care and social inequities,
resulting in disproportionately high COVID-19–associated illness and death among members
of racial and ethnic minority groups (
1
). Equitable use of effective medications (
2
) could reduce disparities in these severe outcomes (
3
). Monoclonal antibody (mAb) therapies against SARS-CoV-2, the virus that causes COVID-19,
initially received Emergency Use Authorization (EUA) from the Food and Drug Administration
(FDA) in November 2020. mAbs are typically administered in an outpatient setting via
intravenous infusion or subcutaneous injection and can prevent progression of COVID-19
if given after a positive SARS-CoV-2 test result or for postexposure prophylaxis in
patients at high risk for severe illness.
†
Dexamethasone, a commonly used steroid, and remdesivir, an antiviral drug that received
EUA from FDA in May 2020, are used in inpatient settings and help prevent COVID-19
progression
§
(
2
). No large-scale studies have yet examined the use of mAb by race and ethnicity.
Using COVID-19 patient electronic health record data from 41 U.S. health care systems
that participated in the PCORnet, the National Patient-Centered Clinical Research
Network,
¶
this study assessed receipt of medications for COVID-19 treatment by race (White,
Black, Asian, and Other races [including American Indian or Alaska Native, Native
Hawaiian or Other Pacific Islander, and multiple or Other races]) and ethnicity (Hispanic
or non-Hispanic). Relative disparities in mAb** treatment among all patients
††
(805,276) with a positive SARS-CoV-2 test result and in dexamethasone and remdesivir
treatment among inpatients
§§
(120,204) with a positive SARS-CoV-2 test result were calculated. Among all patients
with positive SARS-CoV-2 test results, the overall use of mAb was infrequent, with
mean monthly use at 4% or less for all racial and ethnic groups. Hispanic patients
received mAb 58% less often than did non-Hispanic patients, and Black, Asian, or Other
race patients received mAb 22%, 48%, and 47% less often, respectively, than did White
patients during November 2020–August 2021. Among inpatients, disparities were different
and of lesser magnitude: Hispanic inpatients received dexamethasone 6% less often
than did non-Hispanic inpatients, and Black inpatients received remdesivir 9% more
often than did White inpatients. Vaccines and preventive measures are the best defense
against infection; use of COVID-19 medications postexposure or postinfection can reduce
morbidity and mortality and relieve strain on hospitals but are not a substitute for
COVID-19 vaccination. Public health policies and programs centered around the specific
needs of communities can promote health equity (
4
). Equitable receipt of outpatient treatments, such as mAb and antiviral medications,
and implementation of prevention practices are essential to reducing existing racial
and ethnic inequities in severe COVID-19–associated illness and death.
The PCORnet-distributed data infrastructure was queried,
¶¶
and 41 sites*** returned data on monthly receipt of medications for COVID-19 treatment
during March 2020–August 2021. The monthly percentage of patients with a positive
SARS-CoV-2 test result who received mAb (November 2020–August 2021) and of inpatients
with a SARS-CoV-2 positive test result who received dexamethasone or remdesivir (March
2020–August 2021) was calculated separately by race and by ethnicity (as aggregated
in PCORnet) for adults aged ≥20 years. Differences in treatment by race and ethnicity
were assessed in two ways. First, pairwise Wilcoxon signed rank tests, with p-values
indicated as pw, were used to assess whether treatment receipt differed systematically
over time (systematic temporal differences) by race or ethnicity. Second, relative
monthly treatment disparities were calculated as the difference in percentage of patients
treated between racial or ethnic minority (Black, Asian, Other for race; Hispanic
ethnicity) and majority (White; non-Hispanic) groups divided by the percentage treated
in the majority groups for each month.
†††
The grand means (means of relative monthly treatment disparities) were calculated,
and t-tests for statistical difference from zero, with p-values indicated as pt, were
used to assess presence of overall relative treatment disparities. Results were considered
statistically significant for p-values <0.05. GraphPad Prism software (version 9.3.0;
GraphPad Software, Inc) was used for analyses and visualization. This activity was
reviewed by CDC and conducted consistent with applicable federal law and CDC policy.
§§§
During March 2020–August 2021, a total of 5,918,199 patients in PCORnet health care
systems were tested
¶¶¶
for SARS-CoV-2, and 805,276 (13.6%) test results were positive (Table 1), representing
approximately 3.0% of all positive results reported to CDC (Supplementary Table, https://stacks.cdc.gov/view/cdc/113252).
These patients are similar demographically to those included in CDC case data by age,
sex, race, and ethnicity. Geographically, patients in the Census Pacific division
are underrepresented whereas those in the Mountain division are overrepresented. Among
patients with a positive test result, 2.9% were Asian, 15.7% Black, 61.2% White, and
10.9% Other race; 18.6% were Hispanic and 71.7% were non-Hispanic ethnicity (Table
1). Compared with all persons with a positive SARS-CoV-2 test result, a higher proportion
of patients with high-risk comorbidities**** were treated with mAb. Critical care
††††
was required by 3.4% of all persons with positive test results compared with 1.8%
of those treated with mAb.
TABLE 1
Demographic and medical risk characteristics of patients with positive SARS-CoV-2
test results, by clinical setting and medications received — 41 health care systems
in the National Patient-Centered Clinical Research Network, United States, March 2020–August
2021
Characteristic
No. (%)*
All patients with positive SARS-CoV-2 test result
Patients receiving monoclonal antibodies
Inpatients with positive SARS-CoV-2 test result
Patients receiving dexamethasone
Patients receiving remdesivir
No. of unique patients
805,276
12,539
120,204
40,685
35,315
Demographics
Age group, yrs
20–39
312,680 (38.8)
1,639 (13.1)
20,966 (17.4)
4,966 (12.2)
3,354 (9.5)
40–54
209,202 (26.0)
2,933 (23.4)
23,296 (19.4)
8,285 (20.4)
6,885 (19.5)
55–64
128,550 (16.0)
3,045 (24.3)
24,025 (20.0)
8,874 (21.8)
7,779 (22.0)
65–74
86,848 (10.8)
3,075 (24.5)
24,267 (20.2)
9,124 (22.4)
8,257 (23.4)
75–84
47,047 (5.8)
1,425 (11.4)
18,016 (15.0)
6,420 (15.8)
6,056 (17.1)
≥85
20,949 (2.6)
422 (3.4)
9,634 (8.0)
3,016 (7.4)
2,967 (8.4)
Sex
Female
437,651 (54.3)
6,709 (53.5)
59,583 (49.6)
19,262 (47.3)
16,607 (47.0)
Male
367,359 (45.6)
5,828 (46.5)
60,603 (50.4)
21,416 (52.6)
18,704 (53.0)
Other†/Missing§
264 (0.0)
3 (0.0)
17 (0.0)
8 (0.0)
3 (0.0)
Race
Asian
22,968 (2.9)
206 (1.6)
4,396 (3.7)
1,219 (3.0)
1,003 (2.8)
Black or African American
126,166 (15.7)
1,904 (15.2)
28,403 (23.6)
8,879 (21.8)
8,172 (23.1)
White
493,181 (61.2)
9,366 (74.7)
59,212 (49.3)
22,910 (56.3)
19,318 (54.7)
Other¶
88,026 (10.9)
773 (6.2)
20,729 (17.2)
6,151 (15.1)
5,366 (15.2)
Missing§
74,935 (9.3)
280 (2.2)
7,449 (6.2)
1,511 (3.7)
1,443 (4.1)
Ethnicity
Hispanic
149,565 (18.6)
1,006 (8.0)
25,953 (21.6)
7,557 (18.6)
6,895 (19.5)
Non-Hispanic
577,394 (71.7)
11,189 (89.2)
88,007 (73.2)
31,627 (77.7)
27,147 (76.9)
Other**
5,553 (0.7)
20 (0.2)
273 (0.2)
84 (0.2)
104 (0.3)
Missing§
72,764 (9.0)
318 (2.5)
5,955 (5.0)
1,410 (3.5)
1,161 (3.3)
Medical conditions associated with high risk††
Anemia
72,830 (9.0)
2,187 (17.4)
33,072 (27.5)
9,762 (24.0)
8,553 (24.2)
Arrythmia
73,318 (9.1)
2,527 (20.2)
39,255 (32.7)
12,235 (30.1)
10,828 (30.7)
Asthma
60,080 (7.5)
1,890 (15.1)
16,045 (13.3)
5,301 (13.0)
4,944 (14.0)
COPD
26,636 (3.3)
879 (7.0)
15,330 (12.8)
5,551 (13.6)
5,513 (15.6)
Cancer
37,027 (4.6)
1,641 (13.1)
12,869 (10.7)
4,716 (11.6)
3,605 (10.2)
Chronic kidney disease
50,580 (6.3)
1,795 (14.3)
30,206 (25.1)
9,269 (22.8)
8,418 (23.8)
Chronic pulmonary disorders
100,625 (12.5)
3,219 (25.7)
32,617 (27.1)
11,282 (27.7)
10,582 (30.0)
Coagulopathy
33,374 (4.1)
985 (7.9)
23,070 (19.2)
7,442 (18.3)
6,469 (18.3)
Congestive heart failure
40,179 (5.0)
1,344 (10.7)
24,627 (20.5)
7,868 (19.3)
7,329 (20.8)
Coronary artery disease
54,051 (6.7)
2,074 (16.5)
28,799 (24.0)
9,305 (22.9)
8,607 (24.4)
Diabetes type 2
107,527 (13.4)
3,890 (31.0)
47,963 (39.9)
15,462 (38.0)
14,706 (41.6)
Hypertension
209,848 (26.1)
7,265 (57.9)
78,700 (65.5)
25,653 (63.1)
23,633 (66.9)
Mental health disorders
97,046 (12.1)
2,728 (21.8)
26,443 (22.0)
8,015 (19.7)
7,044 (19.9)
Peripheral vascular disorders
31,930 (4.0)
1,250 (10.0)
16,496 (13.7)
5,373 (13.2)
4,596 (13.0)
Severe obesity (BMI ≥40 kg/m2)
60,052 (7.5)
2,430 (19.4)
20,271 (16.9)
7,781 (19.1)
6,891 (19.5)
Outcome
§§
Critical care
27,585 (3.4)
225 (1.8)
21,412 (17.8)
10,675 (26.2)
8,244 (23.3)
Abbreviations: BMI = body mass index; CDM = common data model; COPD = chronic obstructive
pulmonary disease; PCORnet = National Patient-Centered Clinical Research Network.
* Percentages are simple summary numbers (column percentages) out of the total in
each category. Strata are not expected to sum to the total because the small cell
masking by the data partners before submission of data.
† For sex stratifications, Other includes all remaining PCORnet CDM values that are
not male or female.
§ For sex, race, and ethnicity stratifications, Missing includes PCORnet CDM values
of Refuse to answer, No Information, Unknown, and missing values.
¶ For race stratifications, Other includes PCORnet CDM values of Native Hawaiian or
Other Pacific Islander, American Indian or Alaska Native, Multiple races, and Other.
** For ethnicity stratifications, Other includes PCORnet CDM values of Other.
†† Recorded history of the diagnoses in electronic health record (outpatient or inpatient)
within 3 years before a positive test. Patients can have more than one condition.
§§ Fourteen days before to 30 days after a positive test result.
Mean monthly mAb use among all patients with positive SARS-CoV-2 test results who
were White, Black, Asian, or Other race was 4.0%, 2.8%, 2.2%, and 2.2%, respectively;
among patients of Hispanic or non-Hispanic ethnicity, mAb use was 1.8% and 4.0%, respectively.
Patients who were Black, Asian, or Other race received mAb 22.4%, 48.3%, and 46.5%,
respectively, less often than did White patients (Table 2); systematic temporal differences
in mAb receipt were observed by race (all pw<0.01) (Figure). SARS-CoV-2 positive patients
of Hispanic ethnicity received mAb 57.7% less often (pt<0.001) than did non-Hispanic
patients; systematic temporal differences in mAb receipt were observed by ethnicity
(pw = 0.002).
TABLE 2
Average monthly frequency and relative disparity in receipt of medications for treatment
of COVID-19, by race and ethnicity — 41 health care systems in the National Patient-Centered
Clinical Research Network, United States, March 2020–August 2021
Treatment/Race and ethnicity
Total no. eligible for treatment*
Total no. (%) treated
Mean of monthly percentage treated†
pw
†
Mean of monthly relative disparity,§ % (95% CI)
pt
§
Monoclonal antibodies (November 2020–August 2021)
Race
White
334,472
9,366 (2.8)
4.0
—
Ref.
—
Black
73,853
1,904 (2.6)
2.8
0.004
−22.4 (−38.7 to −6.1)
0.0125
Asian
14,744
206 (1.4)
2.2
0.002
−48.3 (−63.1 to −33.6)
<0.0001
Other
45,521
773 (1.7)
2.2
0.002
−46.5 (−51.1 to −41.9)
<0.0001
Ethnicity
Non-Hispanic
577,394
11,189 (1.9)
4.0
—
Ref.
—
Hispanic
149,565
1,006 (0.7)
1.8
0.002
−57.7 (−66.6 to −48.9)
<0.0001
Dexamethasone (March 2020–August 2021)
Race
White
59,212
22,910 (38.7)
35.8
—
Ref.
—
Black
28,403
8,879 (31.3)
33.8
0.024
−1.9 (−7.8 to 3.9)
0.498
Asian
4,396
1,219 (27.7)
31.4
0.020
−2.0 (−17.3 to 13.2)
0.782
Other
20,729
6,151 (29.7)
34.2
0.106
−1.3 (−9.1 to 6.6)
0.735
Ethnicity
Non-Hispanic
88,007
31,627 (35.9)
35.4
—
Ref.
—
Hispanic
25,953
7,557 (29.1)
32.5
0.005
−6.2 (−11.7 to −0.6)
0.032
Remdesivir (March 2020–August 2021)
Race
White
59,212
19,318 (32.6)
29.0
—
Ref.
—
Black
28,403
8,172 (28.8)
31.2
0.028
9.3 (0.9 to 17.7)
0.032
Asian
4,396
1,003 (22.8)
26.2
0.200
−15.1 (−30.3 to 0.1)
0.052
Other
20,729
5,366 (25.9)
30.6
0.323
1.7 (−9.4 to 12.8)
0.748
Ethnicity
Non-Hispanic
88,007
27,147 (30.8)
29.3
—
Ref.
—
Hispanic
25,953
6,895 (26.6)
30.4
0.423
8.8 (−0.4 to 18.0)
0.060
Abbreviation: Ref. = referent group.
* For monoclonal antibody therapy, all patients with a positive SARS-CoV-2 test result
were considered eligible for treatment. For dexamethasone and remdesivir, inpatients
with a positive SARS-CoV-2 test result were considered eligible for treatment.
† Mean of monthly treated time series tested for differences using pairwise Wilcoxon
signed rank tests with p value given as pw. Mean of monthly percent treated = [(n
treated / n eligible)March 2020 + (n treated / n eligible)April 2020 + . . . (n treated
/ n eligible)August 2021] / n total no. months.
§ The difference in percentage of patients treated among racial (Black, Asian, or
Other races) or ethnic minority (Hispanic) and majority (White or non-Hispanic) groups
divided by the percentage treated in the majority groups for each month. Assessed
as nonzero using t tests with p-value given as pt. Total number of months for dexamethasone
and remdesivir = 18 and for monoclonal antibodies = 10. Mean of monthly relative disparity,
% = [(Minority − majority / Majority)March2020 + (minority − majority / Majority)April
2020 . . . + (Minority − majority / Majority)August 2021] / Total no. of months.
FIGURE
Monthly* percentage of COVID-19 patients (n = 805,276) receiving monoclonal antibody
treatment,† by race§ and ethnicity¶ — 41 health care systems in the National Patient-Centered
Clinical Research Network — United States, November 2020–August 2021
* Systematic temporal differences in medication receipt by race and ethnicity were
assessed by pairwise Wilcoxon signed rank test.
† mAbs require administration by intravenous infusion or subcutaneous injection.
§ White race is the referent group; p-values for Black, Asian, and Other races are
0.004, 0.002, and 0.002, respectively.
¶ Non-Hispanic ethnicity is the referent group; p = 0.002 for Hispanic ethnicity.
The figure comprises two line graphs illustrating the monthly percentage of COVID-19
patients receiving monoclonal antibody treatment, stratified by race and ethnicity,
according to 41 health care systems participating in the National Patient-Centered
Clinical Research Network in the United States during March 2020–August 2021.
Mean monthly dexamethasone use among inpatients who were White, Black, Asian, or Other
race was 35.8%, 33.8%, 31.4%, and 34.2%, respectively; among patients of Hispanic
or non-Hispanic ethnicity, dexamethasone use was 32.5% and 35.4%, respectively. Relative
disparities in dexamethasone receipt by race were not statistically significant (Table
2); however, small but systematic temporal differences in dexamethasone receipt were
observed among White inpatients and Black, and Asian inpatients (both pw<0.05) (Supplementary
Figure, https://stacks.cdc.gov/view/cdc/113252). Hispanic inpatients were treated
with dexamethasone 6.2% less often than were non-Hispanic inpatients and systematic
temporal treatment differences were also observed (pw = 0.005).
Mean monthly remdesivir use among inpatients who were White, Black, Asian, or Other
race was 29.0%, 31.2%, 26.2%, and 30.6%, respectively; among patients of Hispanic
or non-Hispanic ethnicity, remdesivir use was 30.4% and 29.3%, respectively. Black
inpatients received remdesivir 9.3% more often (pt = 0.03) than did White inpatients;
systematic temporal differences were also observed (pw = 0.03). Asian, Other race,
and Hispanic inpatients did not experience significant relative disparities or systematic
temporal differences in remdesivir treatment compared with White and non-Hispanic
inpatients.
Discussion
This large-scale study from 41 U.S. health care systems found disparate mAb treatment
of COVID-19 in Hispanic, Black, Asian, and Other race patients relative to non-Hispanic
and White patients. Large relative differences were noted for mAb treatment, yet absolute
differences were small. Relative differences in treatment with dexamethasone and remdesivir
were less apparent in hospital settings, which might be attributed to ease of medication
access. mAb treatment must be administered by intravenous infusion or subcutaneous
injection by a health care provider, typically in outpatient settings, soon after
receipt of a positive test result and within 10 days of symptom onset. The finding
of mAb treatment disparities is consistent with previous studies. A single-center
study of kidney transplant patients found that Black and Hispanic patients infected
with SARS-CoV-2 were less likely to receive mAb and more likely to be hospitalized
(
5
). The current study did not identify the underlying causes for the observed disparities.
mAb treatment disparities might reflect systemic factors such as limited access to
testing and care because of availability constraints, inadequate insurance coverage,
and transportation challenges; lack of a primary care provider to recommend treatment;
variations in treatment supply and distribution; potential biases in prescribing practices;
and limited penetration of messaging in some communities about mAb availability and
effectiveness to prevent disease progression. Additional reasons might include hesitancy
about receiving treatment; a previous study found patients who were non-Hispanic White
and English-speaking accepted mAb treatment more often than did those who were non-White
and Hispanic (
6
).
In inpatient settings, Black inpatients received remdesivir more often, and Black,
Asian, and Hispanic inpatients received dexamethasone less often than did comparison
groups. This could indicate racial and ethnic differences in clinical indications
for medication use (e.g., age distribution and prevalence of comorbidities) or could
be reflective of varying prescribing practices, protocols, and drug access by institutions
that serve populations of different racial and ethnic distributions (
7
).
mAbs are authorized for use in persons at high-risk for severe COVID-19 with positive
SARS-CoV-2 test results and as postexposure prophylaxis. In this study, a larger percentage
of patients who received mAb had high-risk medical conditions, in accordance with
current treatment guidelines. However, this study also found mAb treatments have been
used relatively less commonly in racial and ethnic minority groups, amplifying the
increased risk for severe COVID-19–associated outcomes, including death among these
groups, as a consequence of their higher prevalence of preexisting conditions.
§§§§
Reducing racial and ethnic disparities in COVID-19 treatment requires patient and
clinician awareness of the problem and its solutions; resources; and action from government,
private entities, and community- and faith-based organizations to implement effective
interventions. Bringing health care to populations facing barriers in access to mAb
via a mobile infusion unit or via telehealth providers has been shown to increase
mAb use, decrease severe outcomes, and reduce costs (
8
,
9
). These examples of meeting persons in community venues can be helpful in delivering
outpatient treatments, addressing pandemic disparities, and managing underlying chronic
conditions affected by social determinants of health.
¶¶¶¶
Moreover, disparities in COVID-19 treatment are the latest example of longstanding
unequal treatment of many medical conditions.***** Multicomponent, multisystem programs
and policies can support health equity.
†††††
One such program is the COVID Response and Resilient Communities initiative, which
places community health workers in communities to reduce long-standing disparities
and deliver interventions to manage COVID-19.
§§§§§
Future studies of COVID-19 treatment disparities should account for persons with high-risk
conditions and include newer medications, such as the oral antiviral agents Paxlovid
and molnupiravir, as well as sotrovimab,
¶¶¶¶¶
which is the only mAb treatment currently available for early treatment of patients
infected with the SARS-CoV-2 B.1.1.529 (Omicron) variant.******
The findings in this report are subject to at least five limitations. First, the aggregate
data structure did not allow for adjustment of demographic or clinical factors that
might be correlated with race and ethnicity. Second, all patients with a positive
test result were used as the denominator for calculations of mAb treatment proportions
because persons at risk for progression to severe illness could not be identified
in aggregate data. Percentage use might be higher and relative disparities might be
different if the denominator were specific to mAb prescribing guidelines. Third, missing
race and ethnicity was more common among all patients with positive test results than
among those treated; more work is needed to fully understand the implications of missing
or inaccurate data (
10
). Fourth, mAb use was captured solely from electronic health records; disparities
noted here might be restricted to patients who received mAb within a health care system
because treatment received in non–health care settings (e.g., government-run infusion
sites) is not likely to be recorded. Finally, PCORnet data are derived from a convenience
sample of health care facilities, limiting generalizability to the U.S. population.
The COVID-19 pandemic has magnified and amplified inequities that must be addressed
to achieve equitable health outcomes. The United States has surpassed 800,000 deaths
from COVID-19 and is experiencing another case surge caused by Omicron.
††††††
Vaccines and preventive measures are the best defense against infection; postinfection,
COVID-19 medications reduce morbidity and mortality and relieve strain on hospitals.
A lower proportion of persons of racial and ethnic minority groups received mAb outpatient
treatment for preventing severe COVID-19. This finding highlights disparities as a
priority for intervention and can guide strategies aimed at more equitable COVID-19
outcomes. Policies, resources, and programs addressing the specific needs of served
populations, institutions, and places can accelerate progress towards health equity
(
4
). Strategizing the equitable receipt of current and emerging outpatient treatments
§§§§§§
by reducing barriers to accessing treatment might prevent disparities in severe COVID-19
outcomes. Efforts to reduce racial and ethnic disparities with equitable outpatient
COVID-19 treatment access, practices, and supportive systems are urgently needed.
Summary
What is already known about this topic?
Racial and ethnic disparities in SARS-CoV-2 infection risk and death from COVID-19
have been well documented.
What is added by this report?
Analysis of data from 41 health care systems participating in the PCORnet, the National
Patient-Centered Clinical Research Network, found lower use of monoclonal antibody
treatment among Black, Asian, and Other race and Hispanic patients with positive SARS-CoV-2
test results, relative to White and non-Hispanic patients. Racial and ethnic differences
were smaller for inpatient administration of remdesivir and dexamethasone.
What are the implications for public health practice?
Equitable receipt of COVID-19 treatments by race and ethnicity along with vaccines
and other prevention practices are essential to reduce inequities in severe COVID-19–associated
illness and death.