| Literature DB >> 22577524 |
Melissa M Crane1, Deborah F Tate, Eric A Finkelstein, Laura A Linnan.
Abstract
This analysis investigated if changes in autonomous or controlled motivation for participation in a weight loss program differed between individuals offered a financial incentive for weight loss compared to individuals not offered an incentive. Additionally, the same relationships were tested among those who lost weight and either received or did not receive an incentive. This analysis used data from a year-long randomized worksite weight loss program that randomly assigned employees in each worksite to either a low-intensity weight loss program or the same program plus small financial incentives for weight loss ($5.00 per percentage of initial weight lost). There were no differences in changes between groups on motivation during the study, however, increases in autonomous motivation were consistently associated with greater weight losses. This suggests that the small incentives used in this program did not lead to increases in controlled motivation nor did they undermine autonomous motivation. Future studies are needed to evaluate the magnitude and timing of incentives to more fully understand the relationship between incentives and motivation.Entities:
Year: 2012 PMID: 22577524 PMCID: PMC3345232 DOI: 10.1155/2012/290589
Source DB: PubMed Journal: J Obes ISSN: 2090-0708
Figure 1Participant flow diagram. Note. Randomizations numbers refer the number of cases who were randomized to intervention groups and reminded eligible throughout the study. The top values for each subsequent assessment point represent the number of individuals for whom their objective weight and/or TSRQ values are available. The bottom values report the number of individuals who had lost at least 0.5% of their initial body weight. The lower percentage is the proportion of the returning participants who lost weight during that assessment period. aχ2 = 4.82, df = 1, P = 0.03; bχ2 = 6.91, df = 1, P = 0.009; cχ2 = 3.99, df = 1, P = 0.05.
Baseline demographic characteristics.
| All participants | WEB | WPI | ||
|---|---|---|---|---|
| ( | ( | ( | ||
| Age (years; M ± SD) | 47.68 ± 9.72 | 47.61 ± 10.03 | 47.75 ± 9.35 | 0.86 |
| Weight (kg) | 92.87 ± 20.27 | 93.83 ± 20.75 | 91.71 ± 19.66 | 0.21 |
| BMI (kg/m2) | 33.50 ± 6.59 | 33.36 ± 6.58 | 33.65 ± 6.62 | 0.60 |
| Autonomous motivation | 5.66 ± 0.95 | 5.63 ± 1.00 | 5.68 ± 0.88 | 0.55 |
| Controlled motivation | 2.24 ± 1.05 | 2.26 ± 1.07 | 2.21 ± 1.02 | 0.59 |
| College education or higher ( | 369 (62.1%) | 204 (62.8) | 165 (61.3) | 0.74 |
| Female | 463 (77.9) | 237 (72.9) | 226 (84.0) | <0.001 |
| Married | 413 (69.5) | 230 (70.8) | 183 (68.0) | 0.52 |
| White/Non-Hispanic | 487 (82.0) | 268 (82.5) | 219 (81.4) | 0.86 |
*Note. Values are mean ± standard deviation. No responses were given for specific demographic questions: education status (n = 28), gender (n = 28), marital status (n = 29), and race (n = 31).
Motivation by intervention group.
| WEB | WPI | ||
|---|---|---|---|
| Autonomous motivation | |||
| 3 Months | 5.13 ± 1.24 | 5.39 ± 1.13 | 0.03 |
| 6 Months | 5.51 ± 1.34 | 5.77 ± 1.13 | 0.05 |
| 12 Months | 5.31 ± 1.42 | 5.46 ± 1.34 | 0.33 |
| Controlled motivation | |||
| 3 Months | 2.26 ± 1.04 | 2.36 ± 1.11 | 0.35 |
| 6 Months | 2.24 ± 0.95 | 2.22 ± 0.98 | 0.78 |
| 12 Months | 2.19 ± 1.16 | 2.32 ± 1.05 | 0.29 |
*Note. Values are mean ± standard deviation.
Changes in autonomous motivation.
| Assessments | All participants | 3-Month weight losers | 6-Month weight losers | |||
|---|---|---|---|---|---|---|
| BL, 3, 6, 12 | 3, 6 | 6, 12 | ||||
| Fixed Effects | Coefficient | S.E. | Coefficient | S.E. | Coefficient | S.E. |
| Intercept | 5.13*** | 0.09 | 5.33*** | 0.18 | 5.30*** | 0.19 |
| Month | −0.03*** | 0.01 | 0.13** | 0.04 | −0.00 | 0.02 |
| Intervention | 0.06 | 0.07 | 0.24 | 0.13 | 0.16 | 0.15 |
| Intervention by month | 0.00 | 0.01 | −0.00 | 0.06 | −0.03 | 0.03 |
| Weight change | −0.08*** | 0.01 | −0.08*** | 0.02 | −0.08*** | 0.02 |
| (negative values represent losses) | ||||||
| Female | 0.39*** | 0.10 | 0.25 | 0.18 | 0.45* | 0.20 |
| (Reference: male) | ||||||
| Random effects (variance components) | ||||||
| Intercept | 0.36*** | 0.04 | 0.47*** | 0.10 | 0.71*** | 0.11 |
| Residual | 0.92*** | 0.04 | 0.74*** | 0.08 | 0.62*** | 0.07 |
| Goodness of fit | ||||||
| −2LL | 4604.3 | 1096.3 | 1068.9 | |||
| AIC | 4620.3 | 1112.3 | 1084.9 | |||
| BIC | 4655.0 | 1139.5 | 1112.2 | |||
| Number of observations | 1530 | 370 | 359 | |||
| Number of subjects | 566 | 222 | 222 | |||
*Significant at P < .05; **significant at P < .01; ***significant at P < .001.
Changes in controlled motivation.
| Assessments | All participants | 3-Month weight losers | 6-Month weight losers | |||
|---|---|---|---|---|---|---|
| BL, 3, 6, 12 | 3, 6 | 6, 12 | ||||
| Fixed effects | Coefficient | S.E. | Coefficient | S.E. | Coefficient | S.E. |
| Intercept | 2.26*** | 0.09 | 2.42*** | 0.16 | 2.24*** | 0.18 |
| Month | −0.01 | 0.01 | 0.06 | 0.03 | −0.00 | 0.02 |
| Intervention | 0.00 | 0.08 | −0.15 | 0.13 | −0.01 | 0.14 |
| Intervention by month | −0.01 | 0.01 | −0.06 | 0.05 | 0.03 | 0.02 |
| Weight change | −0.02* | 0.01 | −0.01 | 0.02 | −0.01 | 0.01 |
| (negative values represent losses) | ||||||
| Female | −0.02 | 0.10 | −0.08 | 0.17 | 0.04 | 0.19 |
| (reference: male) | ||||||
| Random Effect (variance component) | ||||||
| Intercept | 0.52*** | 0.05 | 0.60*** | 0.09 | 0.72*** | 0.09 |
| Residual | 0.57*** | 0.03 | 0.47*** | 0.05 | 0.33*** | 0.04 |
| Goodness of fit | ||||||
| −2LL | 4153.3 | 1018.1 | 938.0 | |||
| AIC | 4169.3 | 1034.1 | 954.0 | |||
| BIC | 4204.0 | 1061.4 | 981.3 | |||
| Number of observations | 1529 | 370 | 359 | |||
| Number of subjects | 566 | 222 | 222 | |||
*Significant at P < .05; **significant at P < .01; ***significant at P < .001.