title: The construct of internalization: conceptualization, measurement, and prediction of smoking treatment outcome.
abstract: BACKGROUND
  Depression symptoms and diagnoses are associated with failure to quit smoking in most studies, but not all.
  
  
  METHODS
  A new measure of internalization (i.e. symptoms of depression or anxiety, or poor mood) was created to investigate whether internalization would predict smoking cessation in 549 smokers from three randomized clinical trials with inconsistent findings.
  
  
  RESULTS
  Predicted item locations based on a map of the construct of internalization agreed with empirical locations based on item response theory. Internalization was highly correlated with neuroticism. Logistic regressions showed that internalization improved upon the predictions of other affect-related measures. High baseline internalization decreased abstinence from smoking at end of treatment and 3 months thereafter. History of major depression (single-episode or recurrent) failed to predict abstinence.
  
  
  CONCLUSIONS
  The broad, dimensional construct of internalization as conceptualized herein appears to be an important predictor of smoking cessation.
authors.affiliation: Department of Psychology, Rochester Institute of Technology, Rochester, NY 14623-5604, USA. gsagss@rit.edu
authors.forename: G Scott
authors.initials: GS
authors.lastname: Acton
authors.forename: Jeffrey D
authors.initials: JD
authors.lastname: Kunz
authors.forename: Mark
authors.initials: M
authors.lastname: Wilson
authors.forename: Sharon M
authors.initials: SM
authors.lastname: Hall
mesh_terms: D000328:Adult; D000368:Aged; D001007:Anxiety / Q000523:psychology*; D003863:Depression / Q000523:psychology*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D019964:Mood Disorders; D011237:Predictive Value of Tests; D011379:Prognosis; D012907:Smoking / Q000523:psychology* / Q000628:therapy*; D016540:Smoking Cessation