The Minimal Data Set are demographic and tobacco use questions asked during enrollment at many quitlines. We tested whether these questions can be used to predict program engagement and success, and to evaluate whether findings can inform the tailoring of protocols to disparate populations. We analyzed 7,920 Arizona Smokers' Helpline treatment records to test a Structural Equation Model of the mediating effects of quitline services and short-term cessation outcomes on the relationship between intake questions and 7-month quit rate. Education (b = 0.05), gender (b = 0.03), Medicaid (b = −0.09), longest length of previous quit attempt (b = 0.05), confidence in quitting for 24 h (b = 0.04), environmental risk (b = −0.05), and life stress (b = 0.04) all significantly (P < 0.05) predicted engagement in quitline services. Program engagement had a direct effect on an in-program cessation outcomes construct (b = 0.47) and 7-month quit rate (b = 0.44). This in-program cessation outcomes construct had a significant direct effect on 7-month quit rate (b = −0.12). This model showing the relationship between program engagement and outcomes suggests that tailoring protocols can focus on engaging clients who have historically not taken full advantage of quitline services.

Background: Cessation-related weight gain and weight concerns are common among smokers and have a negative impact on quitting. Obese smokers tend to gain more than the average amount of weight and also have lower quit rates. This article describes the prevalence of obesity and weight concerns among smokers calling a state quitline in the United States. Results: Among 3972 smokers using a state quitline, 33.3% were obese, 30.2% overweight, 33.3% normal weight and 3.2% under-weight; a total of 60.6% were concerned about cessation-related weight gain. Compared with non-obese callers, obese callers were more likely to be female, Hispanic, non-White and heavier smokers. Conclusions: This is the first study to report data on body weight and weight concerns of smokers calling a national quitline. Given the lower quit rates among obese and weight-concerned smokers, and the burden of smoking and obesity, there is an opportunity to develop new treatment approaches for this at-risk population.