| Literature DB >> 32192447 |
Caroline Noirmain1, Béatrice Gil-Wey1, Isabelle Pichon1, Pauline Brindel2, Guy Haller3,4.
Abstract
BACKGROUND: Clinical trials are essential to improve knowledge of anesthesia and perioperative medicine. Unfortunately, many studies face participant-recruitment issues and fail to include the planned number of participants. There is limited published data about how information delivered about the study or how the experiences and attitudes of prospective participants influence willingness to participate. The purpose of this study was to identify such factors in the domain of anesthesia care.Entities:
Keywords: Anesthesia; Clinical trials; Willingness to participate, reasons for refusal
Mesh:
Year: 2020 PMID: 32192447 PMCID: PMC7082904 DOI: 10.1186/s12874-020-00949-5
Source DB: PubMed Journal: BMC Med Res Methodol ISSN: 1471-2288 Impact factor: 4.615
Factorial analysis and factor loadings
| Scenarios | Factor 1 | Factor 2 | Factor 3 | Uniqueness |
|---|---|---|---|---|
| New drug not currently available | 0.68 | −0.19 | 0.05 | 0.50 |
| New dosage of a well-established drug | 0.81 | −0.03 | − 0.07 | 0.34 |
| New indication of a current medication | 0.82 | −0.04 | −0.08 | 0.33 |
| New side effect of a well-established drug | 0.59 | 0.15 | −0.09 | 0.63 |
| New locoregional anesthesia technique | 0.63 | 0.03 | 0.15 | 0.57 |
| New anesthetic monitoring device | 0.57 | 0.14 | 0.09 | 0.64 |
| Eigen value | 2.85 | 0.08 | 0.05 |
Fig. 1Flow chart of study process
Univariate analysis for mean score of willingness to participate in a clinical study in anesthesia, according to patient characteristics
| Patient characteristics | N (%) | Mean score of willingness to participate ± SD | |
|---|---|---|---|
| Sex | |||
| Male | 172 (45.3%) | 63.3 ± 18.2 | 0.002* |
| Female | 208 (54.7%) | 57.1 ± 20.3 | |
| Age (year) | |||
| < 30 | 27 (7.2%) | 60.0 ± 17.0 | 0.222 |
| 30–39 | 52 (13.9%) | 56.3 ± 20.0 | |
| 40–49 | 51 (13.6%) | 59.5 ± 24.7 | |
| 50–59 | 65 (17.3%) | 60.2 ± 17.3) | |
| 60–69 | 82 (21.9%) | 60.1 ± 20.9 | |
| 70–79 | 63 (16.8%) | 63.1 ± 17.5 | |
| ≥ 80 | 35 (9.3%) | 59.9 ± 18.3 | |
| Education | |||
| Basic education | 44 (11.8%) | 57.4 ± 17.0 | 0.63 |
| Apprenticeship | 97 (26.1%) | 62.8 ± 17.8 | |
| Upper secondary education | 25 (6.7%) | 60.0 ± 18.1 | |
| Short cycle tertiary education | 72 (19.4%) | 60.2 ± 18.6 | |
| Bachelor or higher university degree | 77 (20.7%) | 58.1 ± 22.5 | |
| Other | 57 (15.3%) | 59.6 ± 22.7 | |
| Professional activity | |||
| Full-time employment | 71 (18.9%) | 60.0 ± 18.1 | 0.42 |
| Part-time employment | 64 (17.1%) | 56.1 ± 18.7 | |
| Working at home | 16 (4.3%) | 60.7 ± 22.9 | |
| Unemployed | 25 (6.7%) | 64.7 ± 23.0 | |
| Student | 11 (2.9%) | 61.7 ± 11.5 | |
| Retired or invalid | 188 (50.1%) | 59.9 ± 20.0 | |
| Working in health care | |||
| Yes, medical | 41 (10.9%) | 63.1 ± 23.2 | 0.38 |
| Yes, other | 37 (9.8%) | 58.3 ± 20.8 | |
| No | 299 (79.3%) | 59.7 ± 19.0 | |
| Chronic disease | |||
| Yes | 151 (42.5%) | 60.8 ± 20.7 | 0.35 |
| No | 204 (57.5%) | 58.9 ± 19.0 | |
| Taking medication | |||
| Yes | 258 (68.8%) | 62.2 ± 19.6 | 0.0004 |
| No | 117 (31.2%) | 54.5 ± 19.2 | |
| Past hospitalization | |||
| Yes | 367 (97.6%) | 60.3 ± 19.4 | 0.25 |
| No | 9 (2.4%) | 52.8 ± 18.6 | |
*T-test for gender, chronic disease, medication; Wilcoxon test for hospitalization and anesthesia; ANOVA for education; Kruskall Wallis test for professional activity and health sector, Chi-square test for trend for age
Past exposure to clinical research and mean scores for willingness to participate in a clinical trial
| Past exposure to clinical research | n (%) | Mean score of willingness to participate ± SD | |
|---|---|---|---|
| Have you ever been invited to participate to a clinical study in any medical area? | 0.05* | ||
| No | 232 (64.1%) | 58.1 ± 19.9 | |
| Yes | 130 (35.9%) | 62.4 ± 19.6 | |
| Have you ever been invited to participate to a clinical study in the area of anesthesia care? | 0.09* | ||
| No | 9 (7.1%) | 50.0 ± 24.5 | |
| Yes | 117 (92.9%) | 64.0 ± 18.6 | |
| Have you ever heard about clinical research involving inpatients? | 0.0054* | ||
| Yes | 245 (65.7%) | 61.8 ± 20.1 | |
| No | 128 (34.3%) | 55.9 ± 18.3 | |
| If yes, who informed you about clinical research involving inpatients? | |||
| Media | 120 (49.0%) | 60 ± 20.4 | † |
| Family | 22 (9.0%) | 59.5 ± 18 | |
| Friends | 35 (14.3%) | 58.3 ± 19.9 | |
| Family doctor | 29 (11.8%) | 67.8 ± 15.3 | |
| Hospital doctor | 117 (47.8%) | 62.9 ± 20.2 | |
| Other | 38 (15.5%) | 62.2 ± 21.9 | |
* Student’s T-test
†P value not available, multiple answers possible for this questio
Personal factors and mean willingness-to-participate scores
| Personal factors influencing the willingness to participate | Strongly agreed | Agreed | Indifferent | Disagreed | Strongly disagreed | |
|---|---|---|---|---|---|---|
| I could receive better treatment. N (%) | 65 (18.5%) | 182 (51.9%) | 52 (14.8%) | 34 (9.7%) | 18 (5.1%) | |
| Mean score ± SD | 69.6 ± 19.0 | 60.9 ± 17.6 | 58.7 ± 18.3 | 56.8 ± 21.3 | 50.7 ± 24.5 | < 0.001 |
| I could help other patients. N (%) | 110 (32.5%) | 179 (52.8%) | 33 (9.7%) | 13 (3.8%) | 4 (1.2%) | |
| Mean score ± SD | 67.8 ± 17.4 | 60.3 ± 17.9 | 52.5 ± 21.3 | 44.9 ± 19.4 | 40.6 ± 18.8 | < 0.001 |
| I could contribute to medical progress. N (%) | 147 (42.0%) | 172 (49.1%) | 23 (6.6%) | 6 (1.7%) | 2 (0.6%) | |
| Mean score ± SD | 68.9 ± 16.3 | 57.4 ± 18.3 | 51.4 ± 22.0 | 45.8 ± 19.7 | 33.3 ± 11.8 | < 0.001 |
| I would be considered a “guinea pig.” N (%) | 34 (9.8%) | 100 (28.9%) | 100 (28.9%) | 55 (15.9%) | 57 (16.5%) | |
| Mean score ± SD | 50.1 ± 24.1 | 56.4 ± 18.0 | 63.7 ± 16.9 | 62.5 ± 15.4 | 70.5 ± 20.3 | < 0.001 |
| I trust doctors. N (%) | 83 (23.2%) | 204 (57.0%) | 40 (11.2%) | 25 (7.0%) | 6 (1.7%) | |
| Mean score ± SD | 68.2 ± 18.4 | 60.7 ± 17.0 | 54.7 ± 17.1 | 51.7 ± 23.8 | 41.0 ± 28.6 | < 0.001 |
| I am afraid of adverse events related to the drug tested. N (%) | 82 (23.3%) | 155 (44.0%) | 52 (14.8%) | 47 (13.4%) | 16 (4.6%) | |
| Mean score ± SD | 48.5 ± 20.8 | 58.2 ± 16.7 | 70.1 ± 16.5 | 69.8 ± 14.7 | 72.6 ± 26.9 | < 0.001 |
| I could receive a more effective treatment. N (%) | 62 (18.7%) | 159 (47.9%) | 57 (17.2%) | 42 (12.7%) | 12 (3.6%) | |
| Mean score ± SD | 70.1 ± 16.9 | 62.7 ± 16.1 | 56.9 ± 20.2 | 53.8 ± 18.5 | 54.5 ± 29.8 | < 0.001 |
| I would respect my personal convictions. N (%) | 84 (25.5%) | 126 (38.3%) | 100 (30.4%) | 12 (3.7%) | 7 (2.1%) | |
| Mean score ± SD | 65.6 ± 18.9 | 62.8 ± 15.7 | 59.5 ± 19.9 | 49.7 ± 19.2 | 46.4 ± 28.4 | < 0.001 |
| I would be anxious about surgery. N (%) | 60 (17.0%) | 130 (36.8%) | 68 (19.3%) | 63 (17.9%) | 32 (9.1%) | |
| Mean score ± SD | 52.4 ± 24.1 | 56.7 ± 18.0 | 64.2 ± 16.8 | 64.1 ± 14.9 | 76.5 ± 18.0 | < 0.001 |
| I would be worried about inefficacy of the drug tested. N (%) | 48 (14.1%) | 119 (35.0%) | 73 (21.5%) | 76 (22.4%) | 24 (7.1%) | |
| Mean score ± SD | 47.9 ± 25.3 | 57.2 ± 16.6 | 61.6 ± 16.5 | 66.8 ± 18.1 | 80.5 ± 17.3 | < 0.001 |
| I think that research only benefits the doctor’s career. N (%) | 12 (3.5%) | 29 (8.3%) | 38 (10.9%) | 125 (35.9%) | 144 (41.4%) | |
| Mean score ± SD | 38.9 ± 29.0 | 55.7 ± 14.8 | 57.0 ± 12.9 | 59.3 ± 17.7 | 65.9 ± 19.5 | < 0.001 |
*Cuzick test for trend
Study-related factors and mean willingness-to-participate scores
| Study-related factors influencing the willingness to participate | Strongly agreed | Agreed | No opinion | Disagreed | Strongly disagreed | |
|---|---|---|---|---|---|---|
| If you received financial compensation, would you be more willing to participate? N (%) | 55 (14.9%) | 62 (16.8%) | 70 (18.9%) | 73 (19.7%) | 110 (29.7%) | |
| Mean score ± SD | 65.5 ± 17.6 | 62.2 ± 15.8 | 63.1 ± 16.2 | 56.2 ± 18.8 | 57.3 ± 23.6 | 0.006 |
| If participating in the study required commuting to the hospital, would you decline to participate? N (%) | 40 (11.1%) | 79 (21.9%) | 57 (15.8%) | 111 (30.8%) | 74 (20.5%) | |
| Mean score ± SD | 48.3 ± 25.2 | 56.6 ± 17.3 | 60.8 ± 17.8 | 62.3 ± 15.5 | 69.1 ± 19.6 | < 0.001 |
| If the study required blood tests, would you decline to participate? N (%) | 24 (6.4%) | 46 (12.3%) | 52 (13.9%) | 110 (29.4%) | 142 (38.0%) | |
| Mean score ± SD | 44.3 ± 21.5 | 55.5 ± 17.7 | 55.4 ± 19.2 | 58.6 ± 15.1 | 68.2 ± 19.1 | < 0.001 |
| If the study required randomly assigned treatment, would you decline to participate? N (%) | 95 (27.1%) | 110 (31.4%) | 42 (12.0%) | 76 (21.7%) | 27 (7.7%) | |
| Mean score ± SD | 50.4 ± 22.6 | 58.6 ± 15.2 | 64.4 ± 16.4 | 66.1 ± 16.4 | 69.1 ± 24.4 | < 0.001 |
| If the study required a treatment that was prescribed by the study and not by your doctor, would you be willing to participate? N (%) | 37 (10.4%) | 143 (40.1%) | 39 (10.9%) | 84 (23.5%) | 54 (15.1%) | |
| Mean score ± SD | 71.1 ± 21.6 | 64.9 ± 13.3 | 59.5 ± 15.5 | 54.4 ± 19.3 | 48.4 ± 26.5 | < 0.001 |
| If the study involved a placebo (inactive substance), would you decline to participate? N (%) | 40 (11.3%) | 62 (17.5%) | 65 (18.3%) | 101 (28.5%) | 87 (24.5%) | |
| Mean score ± SD | 43.2 ± 27.8 | 56.7 ± 18.0 | 60.6 ± 17.3 | 61.2 ± 15.9 | 68.5 ± 17.2 | < 0.001 |
| Many clinical trials are double-blind studies. This means that neither doctors nor the participants are aware which participants receive the test drug and which receive the placebo. Would you consider this a reason to decline participation? N (%) | 62 (17.5%) | 95 (26.8%) | 34 (9.6%) | 82 (23.2%) | 81 (22.9%) | |
| Mean score ± SD | 48.5 ± 23.8 | 54.5 ± 16.6 | 64.9 ± 12.2 | 64.8 ± 16.0 | 70.4 ± 19.1 | < 0.001 |
*Cuzick test for trend
Multivariable logistic-regression model predicting willingness to participate
| Willingness to participate in a clinical trial | 95% | ||
|---|---|---|---|
| Intercept | 30.2 | 13.3 to 47.1 | 0.001 |
| I am afraid of adverse events related to the drug tested (yes/ no) | −11.7 | −16.9 to −6.5 | < 0.001 |
| I could help other patients. (yes/ no) | 9.6 | 3.4 to 15.7 | 0.002 |
| I would not consider double-blinding a reason to decline participation. (yes/ no) | 5.7 | 1.3 to 10.2 | 0.012 |
| I would be anxious about surgery. | −5.2 | −10.0 to −0.5 | 0.031 |
| I could contribute to medical progress. (yes/ no) | 9.5 | 2.1 to 17.0 | 0.012 |
| I could receive a more effective treatment. (yes/ no) | 4.7 | 0.2 to 9.2 | 0.041 |