Searchable Title

Prognostic Tool to Identify Adolescents at High Risk of Becoming Daily Smokers. Copyright: Creative Commons License

Reference Type

Journal Article

Authors, Section

Karp, I.; Paradis, G.; Lambert, M.; Dugas, E.; O'Loughlin, J.

Title, Section

Prognostic Tool to Identify Adolescents at High Risk of Becoming Daily Smokers. Copyright: Creative Commons License

Publication Year

2011

Journal Title

BMC Pediatrics

Volume

11

Issue

Aug. 11

Pages

70

Availability

online

PMID

PMID: 21834962

DOI

10.1186/1471-2431-11-70

Abstract

BACKGROUND: The American Academy of Pediatrics advocates that pediatricians should be involved in tobacco counseling and has developed guidelines for counseling. We present a prognostic tool for use by health care practitioners in both clinical and non-clinical settings, to identify adolescents at risk of becoming daily smokers. METHODS: Data were drawn from the Nicotine Dependence in Teens (NDIT) Study, a prospective investigation of 1293 adolescents, initially aged 12-13 years, recruited in 10 secondary schools in Montreal, Canada in 1999. Questionnaires were administered every three months for five years. The prognostic tool was developed using estimated coefficients from multivariable logistic models. Model overfitting was corrected using bootstrap cross-validation. Goodness-of-fit and predictive ability of the models were assessed by R2, the c-statistic, and the Hosmer-Lemeshow test. RESULTS: The 1-year and 2-year probability of initiating daily smoking was a joint function of seven individual characteristics: age; ever smoked; ever felt like you needed a cigarette; parent(s) smoke; sibling(s) smoke; friend(s) smoke; and ever drank alcohol. The models were characterized by reasonably good fit and predictive ability. They were transformed into user-friendly tables such that the risk of daily smoking can be easily computed by summing points for responses to each item. The prognostic tool is also available on-line at http://episerve.chumontreal.qc.ca/calculation_risk/daily-risk/daily_smokingadd.php. CONCLUSIONS: The prognostic tool to identify youth at high risk of daily smoking may eventually be an important component of a comprehensive tobacco control system.

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