An iterative technique for identifying smoking deceivers with application to the Scottish Heart Health Study

Prev Med. 1992 Jan;21(1):88-97. doi: 10.1016/0091-7435(92)90008-6.

Abstract

Background: The study population consists of 3,977 self-declared nonsmokers for whom complete data on smoking biochemistry were available. Data were obtained from the Scottish Heart Health Study, a random cross-sectional population sample of 40- to 59-year-old men and women.

Methods: Three biochemical markers of smoking (expired-air carbon monoxide, serum thiocyanate, and serum cotinine) are used together to derive optimum cut-points for distinguishing true nonsmokers from self-declared nonsmokers who are smoking deceivers, using an iterative procedure via a computer program.

Results: The cut-points derived are, for carbon monoxide, 6 ppm (sensitivity, 0.81, and specificity, 0.94, when compared with the other two biochemical markers combined), for thiocyanate, 63.4 mumol/liter (sensitivity, 0.75; specificity, 0.92), and, for cotinine, 17.5 ng/ml (sensitivity, 0.77; specificity, 0.98). These cut-points are generally lower than those reported previously, primarily because other studies have taken self-reported smoking status to be the truth. The presence of deceivers among declared nonsmokers would tend to raise the biochemical levels of this group and hence of the cut-points.

Conclusion: The prevalence of smoking deception in the Scottish population is low: the frequency of those at or above all three cut-points is 1.2%, at or above two or more (the preferred definition of a smoking deceiver) is 2.2%, and at or above at least one is 16.4%.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • Breath Tests*
  • Carbon Monoxide / analysis*
  • Cotinine / blood*
  • Cross-Sectional Studies
  • Deception*
  • Humans
  • Middle Aged
  • Models, Statistical
  • Prevalence
  • Scotland / epidemiology
  • Sensitivity and Specificity
  • Smoking / blood
  • Smoking / epidemiology*
  • Smoking / psychology
  • Thiocyanates / blood*

Substances

  • Thiocyanates
  • Carbon Monoxide
  • Cotinine
  • thiocyanate