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. 2024 Apr 16;14:8815. doi: 10.1038/s41598-024-57410-6

Table 2.

Demographic characteristics of eligible All of Us Research Program participants.

SDOH survey respondentsa (n = 117,783) SDOH survey non-respondentsa (n = 279,949) Difference between respondents and non-respondents (95% CI)
Age, years, Mean (Standard deviation) 59.3 (16.5) 53.1 (17.0) 6.2 (6.1, 6.3)
Characteristic N (%) N (%)
 RBR Overall 25,483 (21.6%) 39,263 (14.0%) 7.6% (7.3%, 7.9%)
 UBR Overall 92,300 (78.4%) 240,686 (86.0%) − 7.6% (− 7.9%, − 7.3%)
Racial Identityb
 White 87,886 (74.6%) 125,452 (44.8%) 26.6% (26.3%, 26.9%)
 Black, African or African American 8984 (7.6%) 65,958 (23.6%) − 16.0% (− 16.2%, − 15.8%)
 Hispanic/Latino/Spanish 7980 (6.8%) 54,776 (19.6%) − 12.8% (− 13.0%, − 12.6%)
 Asian 3117 (2.6%) 9,982 (3.6%) − 1.0% (− 1.1%, − 0.9%)
 Native Hawaiian or Pacific Islander 57 (0%) 346 (0.1%) − 0.1% (− 0.1%, − 0.1%)
 Middle Eastern or North African 467 (0.4%) 1760 (0.6%) − 0.2% (− 0.3%, − 0.2%)
 Multi-Racial 4221 (3.6%) 11,332 (4.0%) − 0.4% (− 0.5%, − 0.3%)
 None of these describe me 1039 (0.9%) 3148 (1.15%) − 0.3% (− 0.3%, − 0.2%)
 Prefer not to answer or skip 4032 (3.4%) 7195 (2.6%) 0.8% (0.7%, 0.9%)
Sex assigned at birth
 Female 74,451 (63.2%) 165,071 (59.0%) 4.2% (3.9%, 4.5%)
 Male 40,354 (34.3%) 109,494 (39.1%) − 4.8% (− 5.1%, − 4.5%)
 Intersex, none of these describe me, prefer not to answer, or skip 2978 (2.5%) 5384 (1.9%) 0.6% (0.5%, 0.7%)
Gender identity
 Woman 73,499 (62.4%) 164,032 (58.6%) 3.8% (3.5%, 4.1%)
 Man 40,013 (34%) 108,950 (38.9%) − 4.9% (− 5.2%, − 4.6%)
 Non-Binary 522 (0.4%) 613 (0.2%) 0.2% (0.2%, 0.2%)
 Transgender 171 (0.1%) 365 (0.1%) 0.0% (0.0%, 0.0%)
 None of these describe me, prefer not to answer, or skip 3578 (3%) 5989 (2.1%) 0.9% (0.8%, 1.0%)
Sexual orientation
 Straight 101,913 (86.5%) 244,515 (87.3%) − 0.8% (− 1.0%, − 0.6%)
 Lesbian 1699 (1.4%) 3213 (1.1%) 0.4% (0.3%, 0.5%)
 Gay 3061 (2.6%) 5990 (2.1%) 0.5% (0.4%, 0.6%)
 Bisexual 4650 (3.9%) 9771 (3.5%) 0.4% (0.3%, 0.5%)
 None of these describe me 2343 (2%) 5948 (2.1%) − 0.1% (− 0.2%, 0.0%)
 Multiple 364 (0.3%) 338 (0.1%) 0.2% (0.2%, 0.2%)
 Prefer not to answer or skip 3753 (3.2%) 10,174 (3.6%) − 0.4% (− 0.5%, − 0.3%)
Educational attainment
 College graduate or advanced degree 73,606 (62.5%) 100,892 (36.0%) 26.5% (26.2%, 26.8%)
 College (Years One to Three) 27,446 (23.3%) 72,400 (25.9%) − 2.6% (− 2.9%, − 2.3%)
 Grade Twelve or GED 10,694 (9.1%) 63,959 (22.8%) − 13.7% (− 13.9%, − 13.5%)
 Less than high school degree or equivalent 2585 (2.2%) 33,136 (11.8%) − 9.6% (− 9.7%, − 9.5%)
 Prefer not to answer or skip 3452 (2.9%) 9562 (3.4%) − 0.5% (− 0.6%, − 0.4%)
Annual household income
 > 150 k 21,212 (18%) 23,240 (8.3%) 9.7% (9.5%, 9.9%)
 100–150 k 18,655 (15.8%) 21,248 (7.6%) 8.2% (8.0%, 8.4%)
 50–100 k 30,963 (26.3%) 43,118 (15.4%) 10.9% (10.6%, 11.2%)
 < 50 k 32,700 (27.8%) 125,917 (45.0%) − 17.2% (− 17.5%, − 16.9%)
 Prefer not to answer or skip 14,253 (12.1%) 66,426 (23.7%) − 11.6% (− 11.8%, − 11.4%)
Disability
 No disabilities identified 51,964 (44.1%) 59,275 (21.2%) 20.9% (20.6%, 21.2%)
 Living with disabilities 15,659 (13.3%) 25,598 (9.1%) 4.2% (4.0%, 4.4%)
 Not assessedc 50,160 (42.6%) 195,076 (69.7%) − 27.1% (− 27.4%, − 26.8%)
Survey language
 English 115,196 (97.8%) 258,827 (92.5%) 5.3% (5.2%, 5.4%)
 Spanish 2587 (2.2%) 21,122 (7.5%) − 5.3% (− 5.4%, − 5.2%)

RBR represented in biomedical research; UBR underrepresented in biomedical research.

aRespondents or non-respondents, respectively, are defined as those with or without any responses to the SDOH survey as of June 30, 2022 in the All of Us Research Program Version 7 data release. All of Us participants who completed core baseline surveys were eligible to take the SDOH survey.

bFull racial and ethnic identity data (e.g., Japanese, Cuban) not provided due to space limitation.

cParticipants who responded to the core Basics survey before October 22, 2019 were not surveyed for demographic information on disability.