| Literature DB >> 26635964 |
Hester Wadge1, Colin Bicknell1, Ivo Vlaev1.
Abstract
OBJECTIVE: To test the ethical acceptability of using financial incentives to increase diabetic retinopathy screening attendance.Entities:
Keywords: Behavior Modification; Ethics; Health Psychology; Screening Strategies
Year: 2015 PMID: 26635964 PMCID: PMC4663372 DOI: 10.1136/bmjdrc-2015-000118
Source DB: PubMed Journal: BMJ Open Diabetes Res Care ISSN: 2052-4897
Figure 1Factor analysis showing correlation between responses to question 4 (Cronbach's α coefficient measure of internal consistency). (NHS, National Health Service).
Percentage of positive responses when investigating participants' perception of ethical acceptability
| Question | Percentage of positive responses | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Age | Deprivation quintiles | |||||||||||||
| Female | Male | All | Least deprived | Most deprived | ||||||||||
| 18–39 | 40–64 | 65+ | 18–39 | 40–64 | 65+ | 18–39 | 40–64 | 65+ | 1 | 2 | 3 | 4 | 5 | |
| 4.1—The message | 33.33 | 34.38 | 34.04 | 44.44 | 52.17 | 31.46 | 41.67 | 45.81 | 28.57 | 30.3 | 36.76 | 37.5 | 45.59 | 44.45 |
| 4.2—Fairness/responsibility | 33.33 | 43.75 | 34.55 | 85.71 | 53.51 | 48.15 | 70 | 50 | 42.03 | 39.06 | 50.88 | 46.77 | 53.13 | 49.21 |
| 4.3—NHS values | 33.33 | 43.55 | 32.69 | 50 | 47.37 | 37.04 | 45.45 | 46.02 | 34.81 | 34.38 | 44.46 | 39.34 | 50 | 44.45 |
| 4.4—Autonomy and choice | 66.67 | 60.66 | 47.17 | 83.33 | 63.96 | 56.41 | 77.78 | 62.79 | 51.88 | 59.38 | 60 | 55.17 | 62.9 | 57.63 |
| 4.5—Wider impact | 33.33 | 47.54 | 42.59 | 50 | 57.02 | 46.15 | 45.55 | 53.11 | 44.78 | 37.1 | 53.45 | 44.26 | 57.14 | 56.45 |
| 4.6—Opportunity cost | 0 | 57.89 | 47.06 | 83.33 | 59.82 | 45 | 55.56 | 59.17 | 45.11 | 41.67 | 53.57 | 58.62 | 65.08 | 49.15 |
| 4.7—Risk | 66.66 | 74.19 | 73.77 | 87.5 | 77.57 | 84.71 | 81.82 | 76.33 | 80.41 | 80.95 | 79.37 | 80 | 73.85 | 79.37 |
| Overall acceptability (excluding 4.7) 0=completely unacceptable | ||||||||||||||
| Mean | 0.33 | 0.46 | 0.39 | 0.53 | 0.55 | 0.40 | 0.48 | 0.52 | 0.39 | 0.37 | 0.47 | 0.46 | 0.55 | 0.48 |
| SD | 0.44 | 0.41 | 0.40 | 0.46 | 0.42 | 0.40 | 0.44 | 0.42 | 0.40 | 0.40 | 0.41 | 0.42 | 0.41 | 0.43 |
NHS, National Health Service.
Binary logistic and linear regression analyses to investigate the effect of sex, age, and deprivation on responses to question 4 using the overall mean acceptability score
| Predictors | Binary logistic regression | Linear regression Overall acceptability (excluding 4.7) | ||||||
|---|---|---|---|---|---|---|---|---|
| 4.1 | 4.2 | 4.3 | 4.4 | 4.5 | 4.6 | 4.7 | ||
| The message | Fairness/ responsibility | NHS values | Autonomy/ choice | Wider impact | Opportunity cost | Risk | ||
| Sex | ||||||||
| β | 0.511 | 0.481 | 0.133 | 0.197 | 0.294 | 0.021 | 0.356 | 0.052 |
| p | 0.036 | 0.045 | 0.587 | 0.423 | 0.223 | 0.932 | 0.205 | 0.266 |
| OR | 1.667 | 1.617 | 1.142 | 1.218 | 1.341 | 1.021 | 1.428 | |
| Age | ||||||||
| β | −0.540 | −0.349 | −0.403 | −0.460 | −0.191 | −0.412 | 0.258 | −0.092 |
| p | 0.011 | 0.103 | 0.060 | 0.040 | 0.369 | 0.059 | 0.298 | 0.025 |
| OR | 0.583 | 0.705 | 0.668 | 0.631 | 0.827 | 0.662 | 1.295 | |
| Deprivation | ||||||||
| β | 0.138 | 0.083 | 0.088 | −0.029 | 0.167 | 0.085 | −0.028 | 0.026 |
| p | 0.097 | 0.313 | 0.284 | 0.736 | 0.044 | 0.311 | 0.778 | 0.105 |
| OR | 1.148 | 1.086 | 1.093 | 0.972 | 1.182 | 1.089 | 0.972 | |
| R2 | 0.063 | 0.035 | 0.024 | 0.023 | 0.029 | 0.023 | 0.013 | 0.029 |
NHS, National Health Service.
Linear regression analysis to investigate the effect of sex, age, and deprivation on responses to question 5 using the overall mean acceptability score
| Linear regression | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 5.1 | 5.2 | 5.3 | 5.4 | 5.5 | 5.6 | 5.7 | 5.8 | 5.9 | 5.10 | |
| Predictors | Vouchers | Cash | Small payment | Large payment | Expenses | Extra reward | Targeted | For all | Pay every time | Prize draw |
| Sex | ||||||||||
| β | 0.083 | −0.204 | −0.044 | −0.075 | −0.022 | −0.295 | −0.180 | −0.091 | −0.023 | −0.098 |
| p | 0.663 | 0.284 | 0.822 | 0.662 | 0.910 | 0.088 | 0.344 | 0.660 | 0.904 | 0.599 |
| Age | ||||||||||
| β | 0.405 | 0.298 | 0.257 | 0.420 | −0.125 | 0.516 | 0.178 | 0.482 | 0.207 | 0.302 |
| p | 0.016 | 0.073 | 0.134 | 0.005 | 0.452 | 0.001 | 0.281 | 0.008 | 0.220 | 0.065 |
| Deprivation | ||||||||||
| β | −0.015 | −0.106 | −0.181 | −0.100 | 0.030 | −0.052 | −0.037 | −0.107 | −0.098 | −0.143 |
| p | 0.818 | 0.102 | 0.007 | 0.089 | 0.651 | 0.368 | 0.564 | 0.129 | 0.135 | 0.025 |
| R2 | 0.020 | 0.027 | 0.035 | 0.042 | 0.003 | 0.056 | 0.009 | 0.035 | 0.014 | 0.033 |
β, regression coefficient; p, significance; NHS, National Health Service.
Mean scores for domains investigated in question 5 by age and deprivation quintile
| Mean and SD (scale: 1 (very acceptable)—5 (completely unacceptable)) | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| | Deprivation quintiles | ||||||||
| Age groups | Least deprived | Most deprived | |||||||
| Question | 18–39 | 40–64 | 65+ | 1 | 2 | 3 | 4 | 5 | |
| Vouchers | |||||||||
| 5.1 | Mean | 2.45 | 2.59 | 3.01 | 2.98 | 2.83 | 2.62 | 2.58 | 2.92 |
| SD | 1.63 | 1.55 | 1.68 | 1.69 | 1.69 | 1.62 | 1.59 | 1.58 | |
| Cash | |||||||||
| 5.2 | Mean | 4.33 | 3.69 | 4.21 | 4.16 | 4.14 | 3.96 | 3.43 | 4.00 |
| SD | 1.23 | 1.70 | 1.45 | 1.42 | 1.49 | 1.66 | 1.82 | 1.56 | |
| Small payment (eg, £6) | |||||||||
| 5.3 | Mean | 3.80 | 3.55 | 3.94 | 4.20 | 3.73 | 3.93 | 3.33 | 3.52 |
| SD | 1.62 | 1.63 | 1.62 | 1.37 | 1.69 | 1.54 | 1.69 | 1.77 | |
| Large payment (eg, £60) | |||||||||
| 5.4 | Mean | 4.33 | 3.96 | 4.58 | 4.51 | 4.40 | 4.31 | 3.73 | 4.28 |
| SD | 1.37 | 1.59 | 1.12 | 1.15 | 1.29 | 1.35 | 1.71 | 1.48 | |
| Expenses | |||||||||
| 5.5 | Mean | 3.09 | 2.66 | 2.57 | 2.68 | 2.38 | 2.80 | 2.37 | 2.91 |
| SD | 1.64 | 1.56 | 1.65 | 1.61 | 1.53 | 1.67 | 1.37 | 1.79 | |
| Extra reward | |||||||||
| 5.6 | Mean | 4.36 | 3.79 | 4.53 | 4.34 | 4.18 | 4.07 | 3.84 | 4.14 |
| SD | 1.29 | 1.56 | 1.09 | 1.12 | 1.44 | 1.49 | 1.63 | 1.38 | |
| Targeted | |||||||||
| 5.7 | Mean | 3.25 | 3.65 | 3.85 | 3.82 | 3.79 | 3.62 | 3.94 | 3.52 |
| SD | 1.76 | 1.58 | 1.56 | 1.50 | 1.59 | 1.58 | 1.48 | 1.71 | |
| For all | |||||||||
| 5.8 | Mean | 3.75 | 3.11 | 3.85 | 3.95 | 3.53 | 3.27 | 2.89 | 3.63 |
| SD | 1.60 | 1.81 | 1.67 | 1.51 | 1.80 | 1.88 | 1.81 | 1.71 | |
| Payment every time (eg, £6) | |||||||||
| 5.9 | Mean | 4.27 | 3.58 | 3.99 | 4.03 | 3.78 | 3.95 | 3.67 | 3.53 |
| SD | 1.27 | 1.62 | 1.58 | 1.44 | 1.68 | 1.57 | 1.61 | 1.70 | |
| Prize draw (eg, £6000) | |||||||||
| 5.10 | Mean | 4.55 | 3.65 | 4.24 | 4.16 | 4.28 | 4.11 | 3.40 | 3.87 |
| SD | .69 | 1.71 | 1.36 | 1.28 | 1.37 | 1.52 | 1.79 | 1.68 | |