A cohort study to examine whether time and risk preference is related to smoking cessation success

Rei Goto, Yuko Takahashi, Shuzo Nishimura, Takanori Ida

Research output: Contribution to journalArticlepeer-review

36 Citations (Scopus)


Aim: To identify whether time and risk preference predicts relapse among smokers trying to quit. Design: A cohort study of smokers who had recently started to quit. Time and risk preference parameters were estimated using a discrete choice experiment (DCE). Participants: A total of 689 smokers who began quitting smoking within the previous month. Measurements: Time discount rate, coefficient of risk-aversion measured at study entry and duration of smoking cessation measured for 6 months. Findings: In the unadjusted model, Cox's proportional hazard regression showed that those with a high time discount rate were more likely to relapse [hazard ratio: 1.18, 95% confidence interval (CI): 1.11-1.25]. A high coefficient of risk-aversion reduced the hazard of relapse (0.96, 0.96-0.97). When adjusted for other predictors of relapse (age, gender, self-efficacy of quitting, health status, mood variation, past quitting experience, the use of nicotine replacement therapy, nicotine dependence), the hazard ratios of time discount rate and the coefficient of risk-aversion is 1.17 (95% CI: 1.10-1.24) and 0.98 (95% CI: 0.97-0.99), respectively. Conclusions: Those who emphasize future rewards (time-patient preference) and those who give more importance to rewards that are certain (higher risk-aversion) were significantly more likely to continue to abstain from smoking.

Original languageEnglish
Pages (from-to)1018-1024
Number of pages7
Issue number6
Publication statusPublished - 2009 Jun 1
Externally publishedYes


  • Abstinence
  • Discrete choice experiment
  • Mixed logit model
  • Relapse
  • Risk-aversion coefficient
  • Smoking cessation
  • Survival analysis
  • Time preference rate

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Psychiatry and Mental health


Dive into the research topics of 'A cohort study to examine whether time and risk preference is related to smoking cessation success'. Together they form a unique fingerprint.

Cite this