| Literature DB >> 34586365 |
Courtney P Williams1, Nicole Senft Everson1, Nonniekaye Shelburne1, Wynne E Norton1.
Abstract
Importance: Representative enrollment in clinical trials is critical to ensure equitable and effective translation of research to practice, yet disparities in clinical trial enrollment persist. Objective: To examine person-level factors associated with invitation to and participation in clinical trials. Design, Setting, and Participants: This cross-sectional study analyzed responses from 3689 US adults who participated in the nationally representative Health Information National Trends Survey, collected February through June 2020 via mailed questionnaires. Exposures: Demographic, clinical, and health behavior-related characteristics. Main Outcomes and Measures: History of invitation to and participation in a clinical trial, primary information sources, trust in information sources, and motives for participation in clinical trials were described. Respondent characteristics are presented as absolute numbers and weighted percentages. Associations between respondent demographic, clinical, and health behavior-related characteristics and clinical trial invitation and participation were estimated using survey-weighted logistic regression models.Entities:
Mesh:
Year: 2021 PMID: 34586365 PMCID: PMC8482053 DOI: 10.1001/jamanetworkopen.2021.27792
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Respondent Demographic, Clinical, and Health Behavior–Related Characteristics by Invitation Status
| Characteristic | No. (Weighted %) |
| ||
|---|---|---|---|---|
| Total (n = 3689) | Invited (n = 439) | Not invited (n = 3250) | ||
| Age | ||||
| Weighted median (IQR) | 48 (33-61) | 54 (41-65) | 48 (33-61) | |
| 18-34 | 458 (25.0) | 33 (15.9) | 425 (26.0) | .08 |
| 35-49 | 680 (25.3) | 64 (25.7) | 616 (25.2) | |
| 50-64 | 1105 (27.4) | 137 (27.7) | 968 (27.4) | |
| 65-74 | 841 (11.6) | 131 (17.1) | 710 (11.1) | |
| ≥75 | 505 (8.2) | 62 (9.4) | 443 (8.0) | |
| Missing | 100 (2.5) | 12 (4.3) | 88 (2.3) | |
| Sex | ||||
| Male | 1505 (47.7) | 154 (44.5) | 1351 (48.1) | 0.04 |
| Female | 2107 (50.4) | 274 (51.0) | 1833 (50.3) | |
| Missing | 77 (1.9) | 11 (4.5) | 66 (1.6) | |
| Race and ethnicity | ||||
| Non-Hispanic White | 2063 (59.4) | 232 (57.2) | 1831 (59.6) | 0.1 |
| Non-Hispanic Black | 452 (10.1) | 90 (18.5) | 362 (9.3) | |
| Hispanic | 521 (14.2) | 49 (11.1) | 472 (14.5) | |
| Other race or multiracial | 319 (9.3) | 28 (5.8) | 291 (9.7) | |
| Missing | 334 (6.9) | 40 (7.3) | 294 (6.9) | |
| Education | ||||
| <High school | 255 (7.5) | 23 (4.3) | 232 (7.8) | 0.07 |
| High school degree | 663 (21.7) | 53 (14.9) | 610 (22.4) | |
| Some college | 1040 (38.6) | 135 (37.8) | 905 (38.7) | |
| ≥College graduate | 1616 (29.7) | 214 (39.8) | 1402 (28.7) | |
| Missing | 115 (2.5) | 14 (3.1) | 101 (2.4) | |
| Feelings about present income | ||||
| Living comfortably | 1383 (34.4) | 150 (30.5) | 1233 (34.8) | 0.05 |
| Getting by | 1388 (39.7) | 164 (37.6) | 1224 (39.9) | |
| Finding it difficult | 499 (15.0) | 67 (15.0) | 432 (15.0) | |
| Finding it very difficult | 214 (6.1) | 36 (10.6) | 178 (5.7) | |
| Missing | 205 (4.8) | 22 (6.2) | 183 (4.6) | |
| Marital status | ||||
| Married or living as married | 1912 (53.6) | 201 (48.0) | 1711 (54.1) | 0.05 |
| Divorced, widowed, or separated | 1036 (13.7) | 139 (12.8) | 897 (13.8) | |
| Single, never married | 620 (29.9) | 88 (36.2) | 532 (29.3) | |
| Missing | 121 (2.8) | 11 (2.9) | 110 (2.8) | |
| Residence | ||||
| Rural | 299 (8.5) | 16 (3.1) | 283 (9.0) | 0.06 |
| Urban | 3390 (91.5) | 423 (97.9) | 2967 (91.0) | |
| Region | ||||
| Northeast | 557 (17.3) | 61 (17.2) | 496 (17.3) | 0.03 |
| Midwest | 615 (21.0) | 62 (16.9) | 553 (21.4) | |
| South | 1643 (37.9) | 200 (38.3) | 1443 (37.9) | |
| West | 874 (23.8) | 116 (27.7) | 758 (23.4) | |
| Employment status | ||||
| Employed | 1809 (57.9) | 178 (49.0) | 1631 (58.9) | 0.07 |
| Retired | 1154 (18.4) | 161 (23.2) | 993 (17.9) | |
| Unemployed or receiving disability | 321 (9.7) | 45 (12.4) | 276 (9.5) | |
| Other | 289 (11.4) | 36 (10.6) | 253 (11.5) | |
| Missing | 116 (2.5) | 19 (4.8) | 97 (2.3) | |
| Health insurance status | ||||
| Private or employer sponsored | 1488 (47.7) | 145 (38.5) | 1343 (48.6) | 0.11 |
| Medicare | 1154 (19.4) | 178 (24.4) | 976 (18.9) | |
| Medicaid | 333 (11.3) | 36 (14.7) | 297 (10.9) | |
| Dual eligible | 217 (3.8) | 41 (9.2) | 176 (3.2) | |
| Other | 255 (7.6) | 36 (8.3) | 228 (7.5) | |
| Uninsured | 194 (9.0) | 9 (4.1) | 185 (9.5) | |
| Missing | 48 (1.3) | 3 (0.8) | 45 (1.3) | |
| Self-reported medical conditions | ||||
| Diabetes | 789 (17.9) | 122 (23.1) | 667 (17.4) | 0.06 |
| High blood pressure | 1627 (35.7) | 223 (41.6) | 1404 (35.1) | 0.05 |
| Heart condition | 387 (8.0) | 56 (10.3) | 331 (7.7) | 0.03 |
| Lung disease | 526 (12.5) | 103 (23.4) | 423 (11.4) | 0.1 |
| Depression | 863 (23.9) | 151 (41.7) | 712 (22.1) | 0.1 |
| Cancer | 596 (9.0) | 110 (16.2) | 486 (8.2) | 0.09 |
| No. of medical conditions | ||||
| 0 | 1122 (38.4) | 76 (17.6) | 1046 (40.6) | 0.14 |
| 1 | 1145 (30.6) | 127 (35.0) | 1018 (30.2) | |
| 2 | 805 (19.1) | 113 (26.4) | 692 (18.4) | |
| ≥3 | 585 (11.3) | 120 (20.5) | 465 (10.3) | |
| Missing | 32 (0.5) | 3 (0.6) | 29 (0.5) | |
| Self-rated health | ||||
| Excellent or very good | 1746 (50.1) | 186 (44.6) | 1560 (50.6) | 0.07 |
| Good | 1336 (35.8) | 152 (32.2) | 1184 (36.2) | |
| Fair or poor | 593 (13.9) | 97 (22.2) | 496 (13.1) | |
| Missing | 14 (0.2) | 4 (0.9) | 10 (0.2) | |
| Current smoker | ||||
| Yes | 419 (13.6) | 60 (14.8) | 359 (13.5) | 0.03 |
| No | 3218 (85.1) | 374 (83.5) | 2844 (85.3) | |
| Missing | 52 (1.3) | 5 (1.7) | 47 (1.3) | |
| Hazardous drinker | ||||
| Yes | 471 (14.4) | 46 (10.4) | 425 (14.8) | 0.03 |
| No | 1227 (32.6) | 149 (31.0) | 1078 (32.8) | |
| Missing | 1991 (53.0) | 244 (58.7) | 1747 (52.4) | |
| Weekly exercise | ||||
| None | 984 (26.0) | 113 (25.1) | 871 (26.1) | 0.01 |
| Any | 2656 (72.8) | 319 (74.2) | 2337 (72.7) | |
| Missing | 49 (1.2) | 7 (0.7) | 42 (1.2) | |
| Saw health care professional in last year | ||||
| Yes | 3169 (82.2) | 415 (93.3) | 2754 (81.1) | 0.09 |
| No | 490 (17.2) | 20 (5.1) | 470 (18.4) | |
| Missing | 30 (0.6) | 4 (1.6) | 26 (0.5) | |
Other race included American Indian or Alaska Native, Asian Indian, Chinese, Filipino, Japanese, Korean, Vietnamese, other Asian, Native Hawaiian, Guamanian or Chamorro, Samoan, and other Pacific Islander.
Will not sum to 100% since respondents could report multiple conditions.
Multivariable Exploratory Analysis: Odds of Invitation to and Participation in a Clinical Trial by Respondent Demographic, Clinical, and Health Behavior–Related Characteristics
| Characteristic | Adjusted odds ratio (95% CI) | |
|---|---|---|
| Odds of invitation (n = 3689) | Odds of participation (n = 429) | |
| Age | ||
| 18-34 | 1 [Reference] | 1 [Reference] |
| 35-49 | 1.61 (0.82-2.92) | 1.10 (0.31-3.90) |
| 50-64 | 1.57 (0.84-2.92) | 1.49 (0.53-4.15) |
| 65-74 | 1.96 (0.98-3.92) | 1.16 (0.27-5.10) |
| ≥75 | 1.71 (0.81-3.62) | 2.20 (0.35-13.73) |
| Sex | ||
| Female | 1 [Reference] | 1 [Reference] |
| Male | 0.98 (0.63-1.51) | 1.14 (0.47-2.75) |
| Race/ethnicity | ||
| Non-Hispanic White | 1 [Reference] | 1 [Reference] |
| Non-Hispanic Black | 1.85 (1.13-3.02) | 0.28 (0.09-0.87) |
| Hispanic | 1.01 (0.44-2.32) | 1.73 (0.57-5.25) |
| Other race or multiracial | 0.51 (0.26-1.00) | 0.78 (0.08-7.99) |
| Education | ||
| <High school | 1 [Reference] | 1 [Reference] |
| High school degree | 1.52 (0.62-3.74) | 2.91 (0.23-37.68) |
| Some college | 2.48 (1.07-5.77) | 2.23 (0.13-38.32) |
| ≥College graduate | 4.84 (1.89-12.39) | 4.81 (0.24-96.38) |
| Feelings about present income | ||
| Living comfortably | 1 [Reference] | 1 [Reference] |
| Getting by | 1.16 (0.74-1.82) | 1.53 (0.62-3.81) |
| Finding it difficult | 1.13 (0.58-2.21) | 1.43 (0.40-5.11) |
| Finding it very difficult | 1.56 (0.57-4.31) | 0.69 (0.17-2.85) |
| Marital status | ||
| Married or living as married | 1 [Reference] | NA |
| Divorced, widowed, separated | 0.78 (0.52-1.19) | NA |
| Single, never married | 1.68 (1.04-2.73) | NA |
| Residence | ||
| Urban | 1 [Reference] | 1 [Reference] |
| Rural | 0.33 (0.17-0.65) | 3.10 (0.64-15.08) |
| Region | ||
| Northeast | 1 [Reference] | NA |
| Midwest | 0.80 (0.41-1.56) | NA |
| South | 1.04 (0.64-1.70) | NA |
| West | 1.55 (0.85-2.85) | NA |
| Employment status | ||
| Employed | 1 [Reference] | NA |
| Retired | 1.09 (0.67-1.77) | NA |
| Unemployed or receiving disability | 0.78 (0.31-1.98) | NA |
| Other | 1.21 (0.63-2.32) | NA |
| Health insurance status | ||
| Private or employer sponsored | 1 [Reference] | 1 [Reference] |
| Medicare | 1.17 (0.57-2.41) | 1.02 (0.26-4.00) |
| Medicaid | 1.59 (0.79-2.23) | 0.33 (0.05-2.43) |
| Dual eligible | 2.65 (0.96-7.32) | 0.67 (0.15-3.11) |
| Other | 1.45 (0.53-3.96) | 2.37 (0.41-13.58) |
| Uninsured | 1.04 (0.21-5.09) | 4.94 (0.07-343.42) |
| No. of medical conditions | ||
| 0 | 1 [Reference] | NA |
| 1 | 2.25 (1.32-3.82) | NA |
| 2 | 2.67 (1.56-4.57) | NA |
| ≥3 | 3.76 (2.01-7.03) | NA |
| Self-rated health | ||
| Excellent or very good | 1 [Reference] | 1 [Reference] |
| Good | 0.98 (0.62-1.55) | 0.87 (0.33-2.27) |
| Fair or poor | 1.43 (0.80-2.55) | 1.29 (0.52-3.20) |
| Current smoker | ||
| Yes | 1.30 (0.73-2.32) | NA |
| No | 1 [Reference] | NA |
| Hazardous drinker | ||
| No | 1 [Reference] | NA |
| Yes | 0.91 (0.53-1.56) | NA |
| Weekly exercise | ||
| Any | 1 [Reference] | NA |
| None | 0.87 (0.58-1.32) | NA |
| Saw health care professional in last year | ||
| No | 1 [Reference] | NA |
| Yes | 2.74 (1.33-5.65) | NA |
Abbreviation: NA, not applicable.
A total of 10 respondents reported invitation but had missing participation status.
Other race included American Indian or Alaska Native, Asian Indian, Chinese, Filipino, Japanese, Korean, Vietnamese, other Asian, Native Hawaiian, Guamanian or Chamorro, Samoan, and other Pacific Islander.
Invited Respondent Demographic, Clinical, and Health Behavior–Related Characteristics by Participation Status
| Characteristic | No. (Weighted %) |
| ||
|---|---|---|---|---|
| Invited (n = 439) | Participated (n = 199) | Did not participate (n = 230) | ||
| Age | ||||
| Weighted median (IQR) | 54 (41-65) | 53 (39-66) | 54 (41-65) | |
| 18-34 | 33 (15.9) | 12 (17.8) | 20 (14.0) | .08 |
| 35-49 | 64 (25.7) | 30 (23.0) | 34 (29.2) | |
| 50-64 | 137 (27.7) | 63 (27.3) | 72 (27.6) | |
| 65-74 | 131 (17.1) | 62 (15.8) | 65 (18.1) | |
| ≥75 | 62 (9.4) | 29 (11.3) | 32 (7.8) | |
| Missing | 12 (4.3) | 3 (4.8) | 7 (3.2) | |
| Sex | ||||
| Male | 154 (44.5) | 67 (44.0) | 84 (45.0) | 0.03 |
| Female | 274 (51.0) | 128 (50.1) | 141 (52.5) | |
| Missing | 11 (4.5) | 4 (5.9) | 5 (2.4) | |
| Race and ethnicity | ||||
| Non-Hispanic White | 232 (57.2) | 123 (64.3) | 107 (52.6) | 0.17 |
| Non-Hispanic Black | 90 (18.5) | 30 (10.0) | 57 (24.4) | |
| Hispanic | 49 (11.1) | 22 (14.8) | 26 (8.2) | |
| Other race or multiracial | 28 (5.8) | 8 (5.3) | 18 (6.1) | |
| Missing | 40 (7.3) | 16 (5.5) | 22 (8.6) | |
| Education | ||||
| <High school | 23 (4.3) | 4 (1.3) | 14 (4.1) | 0.15 |
| High school degree | 53 (14.9) | 23 (13.5) | 29 (16.6) | |
| Some college | 135 (37.8) | 54 (13.5) | 81 (16.6) | |
| ≥College graduate | 214 (39.8) | 111 (33.7) | 100 (43.2) | |
| Missing | 14 (3.1) | 7 (3.5) | 6 (2.7) | |
| Feelings about present income | ||||
| Living comfortably | 150 (30.5) | 73 (31.0) | 73 (30.0) | 0.06 |
| Getting by | 164 (37.6) | 74 (41.3) | 89 (35.9) | |
| Finding it difficult | 67 (15.0) | 28 (15.8) | 35 (12.8) | |
| Finding it very difficult | 36 (10.6) | 16 (5.6) | 20 (15.5) | |
| Missing | 22 (6.2) | 8 (6.4) | 13 (5.8) | |
| Marital status | ||||
| Married or living as married | 201 (48.0) | 100 (53.4) | 95 (43.6) | 0.09 |
| Divorced, widowed, or separated | 139 (12.8) | 59 (12.0) | 80 (14.2) | |
| Single, never married | 88 (36.2) | 35 (31.4) | 50 (39.7) | |
| Missing | 11 (2.9) | 5 (3.2) | 5 (2.5) | |
| Residence | ||||
| Rural | 16 (3.1) | 12 (4.9) | 4 (1.7) | 0.11 |
| Urban | 423 (97.9) | 187 (95.1) | 226 (98.3) | |
| Region | ||||
| Northeast | 61 (17.2) | 27 (13.0) | 31 (20.0) | 0.05 |
| Midwest | 62 (16.9) | 29 (18.2) | 30 (15.5) | |
| South | 200 (38.3) | 87 (38.6) | 111 (38.1) | |
| West | 116 (27.7) | 56 (30.3) | 58 (26.3) | |
| Employment status | ||||
| Employed | 178 (49.0) | 75 (52.4) | 100 (47.7) | 0.11 |
| Retired | 161 (23.2) | 81 (25.9) | 77 (21.1) | |
| Unemployed or receiving disability | 45 (12.4) | 19 (7.1) | 25 (16.9) | |
| Other | 36 (10.6) | 19 (9.6) | 16 (10.5) | |
| Missing | 19 (4.8) | 5 (5.0) | 12 (3.8) | |
| Health insurance status | ||||
| Private or employer sponsored | 145 (38.5) | 68 (41.8) | 75 (35.3) | 0.16 |
| Medicare | 178 (24.4) | 88 (25.5) | 86 (23.8) | |
| Medicaid | 36 (14.7) | 7 (6.8) | 27 (21.8) | |
| Dual eligible | 41 (9.2) | 19 (6.5) | 22 (11.9) | |
| Other | 36 (8.3) | 11 (12.7) | 14 (3.6) | |
| Uninsured | 9 (4.1) | 5 (6.5) | 4 (2.2) | |
| Missing | 3 (0.8) | 1 (0.3) | 2 (1.3) | |
| Self-reported medical conditions | ||||
| Diabetes | 122 (23.1) | 53 (23.3) | 66 (23.3) | 0.05 |
| High blood pressure | 223 (41.6) | 95 (38.8) | 124 (45.0) | 0.08 |
| Heart condition | 56 (10.3) | 28 (10.2) | 26 (10.4) | 0.06 |
| Lung disease | 103 (23.4) | 44 (22.0) | 58 (25.5) | 0.04 |
| Depression | 151 (41.7) | 70 (37.8) | 79 (45.7) | 0.01 |
| Cancer | 110 (16.2) | 46 (13.0) | 63 (19.5) | 0.06 |
| No. of medical conditions | ||||
| 0 | 76 (17.6) | 43 (22.9) | 29 (11.2) | 0.13 |
| 1 | 127 (35.0) | 50 (30.5) | 74 (39.1) | |
| 2 | 113 (26.4) | 51 (28.6) | 60 (25.2) | |
| ≥3 | 120 (20.5) | 54 (17.5) | 65 (23.8) | |
| Missing | 3 (0.6) | 1 (0.4) | 2 (0.7) | |
| Self-rated health | ||||
| Excellent or very good | 186 (44.6) | 94 (47.5) | 87 (42.6) | 0.11 |
| Good | 152 (32.2) | 66 (30.1) | 83 (33.2) | |
| Fair or poor | 97 (22.2) | 38 (21.4) | 57 (23.4) | |
| Missing | 4 (0.9) | 1 (1.1) | 3 (0.8) | |
| Current smoker | ||||
| Yes | 60 (14.8) | 29 (13.2) | 29 (15.0) | 0.1 |
| No | 374 (83.5) | 170 (86.8) | 196 (81.6) | |
| Missing | 5 (1.7) | 0 (0.0) | 5 (3.3) | |
| Hazardous drinker | ||||
| Yes | 46 (10.4) | 22 (9.0) | 22 (10.2) | 0.03 |
| No | 149 (31.0) | 69 (31.9) | 79 (31.0) | |
| Missing | 244 (58.7) | 108 (59.1) | 129 (58.7) | |
| Weekly exercise | ||||
| None | 113 (25.1) | 47 (22.0) | 65 (28.7) | 0.13 |
| Any | 319 (74.2) | 152 (78.0) | 158 (69.8) | |
| Missing | 7 (0.7) | 0 (0.0) | 7 (1.4) | |
| Saw health care professional in last year | ||||
| Yes | 415 (93.3) | 191 (94.9) | 216 (93.0) | 0.08 |
| No | 20 (5.1) | 8 (5.1) | 11 (5.3) | |
| Missing | 4 (1.6) | 0 (0.0) | 3 (1.7) | |
A total of 10 respondents reported invitation but were missing participation status.
Other race included American Indian or Alaska Native, Asian Indian, Chinese, Filipino, Japanese, Korean, Vietnamese, other Asian, Native Hawaiian, Guamanian or Chamorro, Samoan, and other Pacific Islander.
Will not sum to 100% since respondents could report multiple conditions.
Figure 1. Respondent-Reported Primary and Most Trusted Information Source on Clinical Trials
All respondents include 3689 individuals; respondents who participated in a clinical trial, 199 individuals; respondents who were invited, but did not participate in a clinical trial, 230 individuals.
Figure 2. Respondent Ranking of Factors Motivating Participation in Clinical Trials
All respondents include 3689 individuals; respondents who participated in a clinical trial, 199 individuals; respondents who were invited, but did not participate in a clinical trial, 230 individuals.