Table 3.
Estimates, posterior standard deviations (SDs), and 95% credibility intervals (CI) from multilevel structural equation model of stress, mutliple precipitants, and smoking lapse
Variable | Est. | SDa | p | [95% CI]b | |
---|---|---|---|---|---|
Stressi(j-1→j) → Smoking Lapsei(j→j+1) | (c’ ) | −.043 | .029 | .076 | [−.104, .012] |
Stressi(j-1→j) → Precipitants | (a paths) | ||||
Negative Affectij | (a1 ) | .199 | .015 | .000 | [.170, .229] * |
Smoking Urgeij | (a2 ) | .160 | .017 | .000 | [.132, .198] * |
Abstinence Self-efficacyij | (a3 ) | −.056 | .017 | .000 | [−.089, −.025] * |
Motivation to Quitij | (a4 ) | −.061 | .013 | .000 | [−.089, −.037] * |
Difficulty Concentratingij | (a5 ) | .170 | .018 | .000 | [.134, .202] * |
Coping Expectanciesij | (a6 ) | −.076 | .018 | .000 | [−.109, −.042] * |
Smoking Expectanciesij | (a7 ) | .108 | .018 | .000 | [.070, .139] * |
Precipitants → Smoking Lapsei(j→j+1) | (b paths) | ||||
Negative Affectij | (b1 ) | .248 | .036 | .000 | [.175, .319] * |
Smoking Urgeij | (b2 ) | .430 | .028 | .000 | [.376, .485] * |
Abstinence Self-efficacyij | (b3 ) | −.188 | .026 | .000 | [−.239, −.134] * |
Motivation to Quitij | (b4 ) | −.173 | .036 | .000 | [−.247, −.109] * |
Difficulty Concentratingij | (b5 ) | .086 | .022 | .000 | [.042, .131] * |
Coping Expectanciesij | (b6 ) | −.099 | .023 | .000 | [−.143, −.052] * |
Smoking Expectanciesij | (b7 ) | .114 | .021 | .000 | [.073, .158] * |
Smoking Lapsei(j-1→j) → Smoking Lapsei(j→j+1) | (ar1 ) | .255 | .015 | .000 | [.228, .284] * |
Indirect Estimatesc | |||||
Negative Affectij | (a1 × b1 ) | .047 | .010 | .000 | [.026, .067] * |
Smoking Urgeij | (a2 × b2 ) | .070 | .011 | .000 | [.050, .094] * |
Abstinence Self-efficacyij | (a3 × b3 ) | .018 | .007 | .008 | [.003, .032] * |
Motivation to Quitij | (a4 × b4 ) | .004 | .007 | .280 | [−.011, .018] |
Difficulty Concentratingij | (a5 × b5 ) | .010 | .008 | .091 | [−.003, .026] |
Coping Expectanciesij | (a6 × b6 ) | .020 | .006 | .000 | [.008, .033] * |
Smoking Expectanciesij | (a7 × b7 ) | .016 | .007 | .010 | [.001, .029] * |
Notes. Est. = undstandardized estimate (probit); p = Bayesian one-tailed p -value; i indexes participants (N=370) and j indexes EMAs (N=32,561); paths control for the association between previous lapse and precipitants, the passage of time, and the length of time between intervals
= for positive values, the one-tailed p -value is the the proportion of posterior distribution above 0
= significance
is determined by 95% asymmetric posterior distributions that do not include 0.
= cov(a, b ) added to each indirect estimate.