Previously identified barriers to diverse inclusion in research include participant-level factors, such as transportation, child care, and marginalization by academic medicine.1 Efforts to overcome these barriers have generally focused on participant-level levers, such as participation incentives and efforts to optimize subsequent contact.2 Another barrier could be personally mediated racism, defined as differential assumptions about and actions toward others according to their race, which can occur intentionally or unintentionally.3
Methods
We conducted a secondary analysis of data from the Bronchiolitis Follow-up Intervention Trial (BeneFIT), in which researchers randomly assigned previously healthy children hospitalized for bronchiolitis to an automatic (the control group) versus as-needed (PRN) (the intervention group) posthospitalization follow-up visit.4 Enrollment was limited to children whose parents spoke English or Spanish; however, parent language preference was only recorded for enrolled patients. The electronic medical record was used to collect demographic data, including insurance type as a proxy for poverty. Before enrollment, the hospitalists and/or primary care providers of eligible children were asked to confirm that the intervention group, PRN follow-up, could be appropriate for the child (physician-determined appropriateness). If a patient was assessed as not appropriate for the intervention, physicians provided their rationale. These rationales were previously reported and included clinical (ie, illness severity or chronic medical needs) and social (ie, perceived low parent health literacy or social risk) justifications.4 Next, parents of physician-determined appropriate children were offered enrollment if they were willing to accept the possibility of PRN follow-up (parental acceptance of the intervention). Among patients randomly assigned to PRN follow-up, parents reported their compliance with this recommendation, namely, not automatically scheduling a follow-up visit at the time of discharge (parental adoption of the intervention). These measures for uptake of the trial intervention (PRN follow-up) were operationalized from previously developed implementation outcomes.5
We assessed the association between patient demographic and clinical factors with the 3 intervention uptake measures using χ2 tests. We constructed multivariable logistic regression models that included factors with P values <0.20 from bivariable analyses.
Results
Of 548 eligible patients for BeneFIT, 506 (92%) were physician-determined appropriate for the intervention (Fig 1). Of physician-determined appropriate patients, 29% were of Hispanic ethnicity, compared with 52% Hispanic ethnicity among patients considered not appropriate (Table 1). In the multivariable model, only Hispanic ethnicity remained significantly associated with decreased odds of physician-determined appropriateness (odds ratio 0.4, 95% confidence interval 0.2–0.8).
Factor . | Physician-Determined Appropriateness . | Parental Acceptance . | Parental Adoption . | ||||||
---|---|---|---|---|---|---|---|---|---|
Yes (n = 506) . | No (n = 42) . | P . | Yes (n = 372) . | No (n = 35) . | P . | Yes (n = 112) . | No (n = 26) . | P . | |
Age, mean, mo | 8.4 | 7.4 | .35 | 8.6 | 7.3 | .24 | 9.1 | 9.3 | .87 |
Male sex, n (%) | 279 (55) | 27 (64) | .25 | 208 (58) | 19 (54) | .68 | 63 (56) | 12 (46) | .35 |
Race and ethnicitya | |||||||||
White, non-Hispanic | 248 (49) | 13 (31) | Reference | 186 (52) | 16 (46) | Reference | 54 (48) | 10 (38) | Reference |
Hispanic | 146 (29) | 22 (52) | <.01 | 104 (29) | 9 (26) | .99 | 40 (36) | 9 (35) | .70 |
Non-White,b non-Hispanic | 112 (22) | 7 (17) | .72 | 69 (19) | 10 (29) | .22 | 18 (16) | 7 (27) | .19 |
Government insurance, n (%) | 203 (40) | 22 (52) | .12 | 145 (40) | 11 (31) | .30 | 43 (38) | 15 (58) | .08 |
Received care in ICU, n (%) | 136 (27) | 13 (31) | .57 | 96 (27) | 8 (23) | .62 | 31 (28) | 5 (19) | .38 |
Received NIV or MV, n (%) | 83 (16) | 5 (12) | .45 | 54 (15) | 7 (20) | .44 | 19 (17) | 2 (8) | .25 |
Days hospitalized, mean | 2.4 | 3.1 | .03 | 2.2 | 2.8 | .08 | 2.3 | 2.1 | .67 |
Day of illness at discharge, mean | 6.2 | 6.7 | .35 | 6.0 | 8.2 | <.01 | 6.0 | 5.5 | .87 |
Factor . | Physician-Determined Appropriateness . | Parental Acceptance . | Parental Adoption . | ||||||
---|---|---|---|---|---|---|---|---|---|
Yes (n = 506) . | No (n = 42) . | P . | Yes (n = 372) . | No (n = 35) . | P . | Yes (n = 112) . | No (n = 26) . | P . | |
Age, mean, mo | 8.4 | 7.4 | .35 | 8.6 | 7.3 | .24 | 9.1 | 9.3 | .87 |
Male sex, n (%) | 279 (55) | 27 (64) | .25 | 208 (58) | 19 (54) | .68 | 63 (56) | 12 (46) | .35 |
Race and ethnicitya | |||||||||
White, non-Hispanic | 248 (49) | 13 (31) | Reference | 186 (52) | 16 (46) | Reference | 54 (48) | 10 (38) | Reference |
Hispanic | 146 (29) | 22 (52) | <.01 | 104 (29) | 9 (26) | .99 | 40 (36) | 9 (35) | .70 |
Non-White,b non-Hispanic | 112 (22) | 7 (17) | .72 | 69 (19) | 10 (29) | .22 | 18 (16) | 7 (27) | .19 |
Government insurance, n (%) | 203 (40) | 22 (52) | .12 | 145 (40) | 11 (31) | .30 | 43 (38) | 15 (58) | .08 |
Received care in ICU, n (%) | 136 (27) | 13 (31) | .57 | 96 (27) | 8 (23) | .62 | 31 (28) | 5 (19) | .38 |
Received NIV or MV, n (%) | 83 (16) | 5 (12) | .45 | 54 (15) | 7 (20) | .44 | 19 (17) | 2 (8) | .25 |
Days hospitalized, mean | 2.4 | 3.1 | .03 | 2.2 | 2.8 | .08 | 2.3 | 2.1 | .67 |
Day of illness at discharge, mean | 6.2 | 6.7 | .35 | 6.0 | 8.2 | <.01 | 6.0 | 5.5 | .87 |
Bivariable analyses consist of logistic regression models including 1 factor and 1 outcome (physician-determined appropriateness, parental acceptance, or parental adoption). MV, mechanical ventilation; NIV, noninvasive ventilation.
Post hoc analysis comparing the Hispanic ethnicity group as the referent group to the non-White, non-Hispanic group did not reveal any statistically significant differences between the Hispanic and non-White, Non-Hispanic groups for physician-determined appropriateness, parental acceptance, and parental adoption (P > .05, all).
Non-White group includes Hawaiian, Pacific Islander, Asian, Black, African American, American Indian, or Other race.
Of the 506 physician-determined appropriate patients, 99 (20%) were excluded for reasons unrelated to parental acceptance of the intervention (Fig 1). The parents of 372 (91%) of the remaining 407 patients demonstrated parental acceptance of the intervention. The only factor associated with parental acceptance in the multivariable model was mean duration of illness (6.0 days among accepting parents versus 8.2 days among nonaccepting parents [odds ratio 0.8, 95% confidence interval 0.7–0.9]).
Of patients randomly assigned to the intervention, parental adoption occurred for 112 of 138 (81%) patients. Parental adoption was not associated with any examined demographic or clinical factors.
Discussion
Physicians more often determined that Hispanic patients were not appropriate for PRN follow-up and excluded them from trial participation, compared with non-Hispanic patients. However, among those approached for enrollment, Hispanic participants demonstrated equivalent acceptance and adoption of PRN follow-up compared with non-Hispanic participants.
Physicians may have recognized true barriers to accessing primary care and appropriately screened out families for whom PRN follow-up would be challenging to adopt; this interpretation points to the need to enhance equitable access to care. The alternative explanation is personally mediated racism (eg, assuming low health literacy or increased social risk for Hispanic families), which has been previously described in medical settings.6–8 Differential trial access based on biased assumptions can deprive historically excluded populations from the direct benefits of research and decrease generalizability of findings. Relevant to this trial’s specific intervention, previous research suggests that clinic visits involve more time burden and financial sacrifices for Black and Hispanic patients.9,10 Therefore, our findings indicate that families with potentially the most to gain from PRN follow-up were the least likely to be offered the opportunity to enroll.
This secondary analysis of trial enrollment data is limited by the likely existence of additional, unmeasured variables that influence uptake of PRN follow-up (ie, financial or social hardship), and the applicability of these findings to other trial settings is unknown. Nevertheless, our findings suggest that physician biases may have reduced the generalizability of trial results and perpetuated disparities by depriving Hispanic families of an opportunity to reduce their time and financial burdens after hospital discharge through trial participation. In future trials, researchers should consider interventions addressing provider and researcher biases at the time of participant screening to maximize diverse and inclusive participation.
Dr Coon obtained funding for the study, conceptualized and designed the study, interpreted the data, drafted the manuscript, critically revised the manuscript, had full access to all the data in the study, and takes responsibility for the integrity of the data and the accuracy of the data analysis; Dr Schroeder obtained funding for the study, conceptualized and designed the study, interpreted the data, and critically revised the manuscript; Drs Lion and Ray conceptualized and designed the study, interpreted the data, and critically revised the manuscript; and all authors approved the final manuscript as submitted.
This trial has been registered at www.clinicaltrials.gov (identifier NCT03354325)
FUNDING: Funded by a joint program between Intermountain Healthcare and Stanford School of Medicine. The funders were not involved in the design of the study, the analysis of the data, the writing of the manuscript, or the decision to publish.
COMPANION PAPER: A companion to this article can be found online at www.pediatrics.org/cgi/doi/10.1542/peds.2021-054150.
References
Competing Interests
FINANCIAL DISCLOSURE: The authors have indicated they have no financial relationships relevant to this article to disclose.
POTENTIAL CONFLICT OF INTEREST: The authors have indicated they have no financial relationships relevant to this article to disclose.
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