| Literature DB >> 29535082 |
Stefanie Lynn Painter1, Rezwan Ahmed1, Robert F Kushner1, James O Hill1, Richard Lindquist1, Scott Brunning1, Amy Margulies1.
Abstract
BACKGROUND: Providing coaches as part of a weight management program is a common practice to increase participant engagement and weight loss success. Understanding coach and participant interactions and how these interactions impact weight loss success needs to be further explored for coaching best practices.Entities:
Keywords: body mass index; coaching; feedback; obesity; overweight; weight loss; weight reduction program
Mesh:
Year: 2018 PMID: 29535082 PMCID: PMC5871741 DOI: 10.2196/jmir.9738
Source DB: PubMed Journal: J Med Internet Res ISSN: 1438-8871 Impact factor: 5.428
Baseline demographics and outcome at 6 months.
| Baseline demographics | Intent to treat (N=1432a), mean (SD) | Completers (n=1045b), mean (SD) | Noncompleters (n=387c), mean (SD) | |
| Age, years | 44.39 (10.31) | 45.73 (10.10) | 40.79 (10.00) | <.001 |
| Starting weight, kg | 104.76 (22.46) | 103.95 (22.03) | 106.94 (23.45) | .03 |
| Starting body mass index, kg/m2 | 35.88 (6.56) | 35.82 (6.46) | 36.03 (6.81) | .62 |
a869 female, 563 male.
b655 female, 390 male.
c214 female, 173 male.
dCompleter vs noncompleter.
Weight loss outcomes at 6 months.
| Population | Intent to treat | Completers | |||||
| n (%) | Weight loss percentage, mean (SE) | Lost 5% or more of baseline weight, mean (SE) | n (%) | Weight loss percentage, mean (SE) | Lost 5% or more of baseline weight, mean (SE) | ||
| Overall | 1432 (100.00) | 5.14 (0.14) | 44 (0.01) | 1045 (100.00) | 6.15 (0.17) | 54 (0.02) | |
| Female | 869 (60.68) | 5.19a (0.14) | 44b (0.02) | 655 (62.68) | 6.00c (0.17) | 52d (0.02) | |
| Male | 563 (39.32) | 5.06a (0.14) | 43b (0.01) | 390 (37.32) | 6.40c (0.18) | 55d (0.03) | |
aFor ITT, the weight loss difference between female and male is not significant (P=.66).
bFor ITT, the difference between percentage of female and male losing 5% is not significant (P=.73).
cFor completers, the weight loss difference between female and male is not significant (P=.27).
dFor completers, the difference between percentage of female and male losing 5% is not significant (P=.38).
Coach-participant interaction measures at 6 months.
| Interactions | Intent to treat (N=1432), mean (SE) | Completers (n=1045), mean (SE) | |
| Percentage of coaching sessions attended | 75.36 (0.72) | 85.99 (0.61) | |
| Total time spent in coaching sessions, min | 188.34 (1.61) | 211.32 (1.41) | |
| Percentage of class attended | 40.74 (0.83) | 52.92 (0.92) | |
| Total time spent in class, min | 546.70 (10.52) | 663.31 (11.81) | |
| Number of coach messages | 158.91 (2.36) | 180.00 (2.82) | |
| Number of coach message days | 75.16 (0.65) | 82.36 (0.65) | |
| Coach message length/week, characters | 1458.34 (13.79) | 1434.34 (20.94) | |
| Number of food log feedback | 74.91 (1.82) | 89.27 (2.26) | |
| Number of food log feedback days | 31.89 (0.50) | 37.01 (0.56) | |
| Food log feedback length/week | 409.29 (6.69) | 410.05 (7.56) | |
| Number of exercise log feedback | 16.69 (0.32) | 19.21 (0.38) | |
| Number of exercise log feedback days | 12.89 (0.23) | 14.6 (0.26) | |
| Exercise log feedback length/week | 187.56 (3.89) | 180.42 (4.22) | |
| Number of participant messages | 48.89 (1.27) | 58.54 (1.60) | |
| Number of participant message days | 29.02 (0.64) | 34.67 (0.77) | |
| Participant message length/week, characters | 399.29 (9.71) | 433.12 (12.37) | |
Multiple regression models identifying predictors of weight loss at 6 months. Multiple regression model summary: R2=.158; adjusted R2=.152, P<.001.
| Models | Coefficients | ||
| β ( SE) | |||
| Percentage of coaching sessions attendance | −1.05 (0.21) | −4.90 | <.001 |
| Percentage of weekly class attendance | −.76 (0.21) | −3.66 | <.001 |
| Number of food log feedback days | −.92 (0.26) | −3.50 | <.001 |
| Total number of coach message days | .89 (0.31) | 2.83 | .005 |
| Coach message length per week | .54 (0.17) | 3.14 | .002 |
| Number of participant messages | .95 (0.56) | 1.68 | .09 |
| Number of participant message days | −1.56 (0.60) | −2.59 | .01 |
Figure 1Weight loss outcomes for different levels of coach-participant interaction.
Figure 2Interaction levels of participants with different levels of outcome.