From: Predictors of weight loss outcomes in obesity care: results of the national ACTION study
Variable Type | Variable Description | Variable Specificationb | Coefficient (Standard Error) | Odds Ratio and 95% Confidence Interval | PwO Affected |
---|---|---|---|---|---|
Intercept | N/A | Constant | −3.67 (0.4847) | N/A | N/A |
Demographic | Weight History 1 year ago | Continuous | −0.01 (0.0026)*** | 0.99 (0.99–1.00)c | Mean = 248lbs |
Demographic | Weight History 10 years ago | Continuous | −0.02 (0.0021)*** | 1.02 (1.01–1.02) | Mean = 221lbs |
Demographic | Formal diagnosis of obesity | Yes [1] - > 0 | −0.45 (0.1902)* | 0.64 (0.44–0.92) | |
Attitudinal | When discussing your weight with your HCP, how often do they recognize your previous weight management efforts? | 0.69 (0.1687)*** | 1.99 (1.43–2.77) | ||
Attitudinal | Attitudes toward weight loss: I am motivated to lose weight | 0.59 (0.1746)*** | 1.81 (1.28–2.54) | ||
Attitudinal | Barriers to initiating a weight loss effort: my lack of motivation | −0.49 (0.1699)** | 0.61 (0.44–0.86) | ||
Behavioral | HCPs discussed weight with/would discuss weight with: diabetes educator | Yes [1] - > 1 No [2] - > 0 | 0.20 (0.2317) | 1.22 (0.78–1.93) | Yes [1] = 10% |
Model Fit Statistics | |||||
Mean (95% Confidence Interval) | |||||
Accuracy | 70% (65–74%) | ||||
Specificity | 70% (54–79%) | ||||
Sensitivity | 66% (52–75%) |