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The Korean Journal of Health Psychology

  • KOREAN
  • P-ISSN1229-070X
  • E-ISSN2713-9581
  • KCI

Decision-Tree Model of Long-term Abstention from Smoking L 2- Years Following Smoking Cessation Program

The Korean Journal of Health Psychology / The Korean Journal of Health Psychology, (P)1229-070X; (E)2713-9581
2004, v.9 no.4, pp.903-922


Abstract

This study aims to investigate predictors of long-term (2 years) abstention from smoking with demographic profiles, physical and physiological variables, smoking behaviors, and psychological variables. Participants were 73 smokers (65 males, 8 females) participated in a hospitalized smoking cessation program whose mean age was 44.89 (SD=9.61). Participants completed questionnaires and psychological tests including: Fagerstrom Test for Nicotine Dependence, Eysenck Personality Inventory, Multidimensional Coping Scale, and Jerusalem and Schwarzer's Self-Efficacy Scale. And data from variety of clinical measurements were included for analysis. To identify participants abstention, researchers followed them for 2 years. Data Mining Decision Tree was performed with 43 variables by Answer Tree 3.0v. Decision Tree model included significant variables for abstention as predictors, such as active coping, neuroticism, psychoticism, self-criticism, High Density Lipoprotein (HLD), seeking social support, level of glucose. Decision Tree model showed that those who coped actively, were less neurotic and psychotic, had abstained for average of 646.25 days/2 years, while those who coped unactively, had low level of HDL, were unlikely to sought social support, had abstained only for average of 17.83 days/2 years. These results suggest roles of biopsychosocial variables for long-term successful smoking cessation.

keywords
smoking cessation, hospitalized smoking cessation program, data mining, biopsychosocial variables, smoking cessation, hospitalized smoking cessation program, data mining, biopsychosocial variables, 금연, 입원 금연 프로그램, 데이터 마이닝, 생물·심리·사회적 변인

Reference

1.

(2000) 흡연의 사회 경제적 비용. , 한국금연운동협의회

2.

(2002) 국민건강증진종합계획(Health Plan 2010)., 보건복지부

3.

(2002) 금연프로그램 참여 후의 금연 경험,

4.

(2002) 성인 남성의 흡연과 관련된 심리사회적 변인 종합병원 건강증진센터 내원자를 대상으로,

5.

(1997) 흡연 청소년을 위한 자기효능감 증진 프로그램 개발과 효과에 관한 연구, 이화여자대학교

6.

(1996) 정신병적 경향성과 흡연 행동의 관계,

7.

(1997) 아이젱크 성격검사 요강, 학지사

8.

개정판 다차원적 대처 척도의 개발,

9.

(2000) 흡연에 의한 질병 부담 , 한국금연운동협의회

10.

(2000) 흡연과 건강, 한국금연운동협의회

11.

(2003) 성인 흡연율 조사, 한국금연운동협의회

12.

(1988) Personality correlates of smoking behaviour in man with heart disease,

13.

(1991) Predicting attempts and sustained cessation of smoking after the introduction of workplace smoking bans,

14.

(2000) Health Psychology: An Introduction to Behavior and Health, Wordsworth

15.

(1993) Self-exempting beliefs about smoking and health Differences between smokers and non-smokers American Journal of Public Health,

16.

(1999) Depression and depressive symptoms in smoking cessation,

17.

(1994) Mortality in relation to smoking 40 years' observation on male British doctors,

18.

(1980) The Causes and Effects of Smoking, Sage

19.

(1991) Towards better diagnoses and more individual treatment of tobacco dependence British Journal of Medicine,

20.

(1996) Addiction versus stages of change models in predicting smoking cessation,

21.

(1990) A fine-grained analysis of the role of self-efficacy in self-initiated attempts to quit smoking Journal of Consulting and Clinical Psychology,

22.

(1990) A comparison of the psychological characteristics of smokers Journal of Clinical Psychology,

23.

(1983) and drug taking correlates of cigarette smoking,

24.

(1978) Alcohol and drug education:Models and outcomes,

25.

(1994) Prospective study of factors predicting outcome of transdermal nicotine treatment in smoking cessation,

26.

(1989) Nicotine replacement:Ten-week effects on tobacco withdrawal symptoms,

27.

(1995) An investigation of self-efficacy partner support and daily stress as predictors of relapse to smoking in self-quitters,

28.

(1990) Issues in relating self-efficacy to smoking relapse:importance of an `Achilles' heel' situation and prior quitting experience,

29.

(1988) Affective and social influence approaches to the prevention of multiple substance abuse among seventh grade students,

30.

(1992) Patient characteristics and the effect of three physician-delivered smoking interventions,

31.

(1990) Quitting smoking in the United States in 1986 Journal of the National Cancer Institute,

32.

(1993) Social roles as predictors of cessation in a cohort of women smokers,

33.

(1992) Smoking cessation among self-quitters,

34.

(1987) Prevalence of tobacco dependence and withdrawal American Journal of Psychiatry 144,

35.

(1994) The applicability of the theory of planned behavior to the intention to quit smoking across work places in southern Taiwan,

36.

(1997) Predictors of smoking cessation in a cohort of adult smokers followed for five years,

37.

(1981) The Ladykillers:why smoking is a feminist issue, Pluto Press

38.

(1984) do women really find it harder to give up? British Journal of Addiction,

39.

(1992195-213) Self-efficacy as a resource factor in stress appraisal processes Thought control of action,

40.

(1999) A controlled trial of sustained-release bupropion or both for smoking cessation ,

41.

(1987) Determinants of quitting smoking,

42.

(1988) A prospective study of psychological and socioeconomic characteristics health behavior and morbidity in cigarette smokers prior to quitting compared to persistent smokers and non-smoker Journal of Clinical Epidemiology,

43.

(1980) A review of outcome studies International Journal of the Addiction,

44.

(1994) Perfectionism in an Interpersonal context A self-regulation analysis of dysphoria and social anxiety,

45.

(1986) Cigarette withdrawal symptoms in adolescent smokers,

46.

(1987) Factors related to patient smoking status American Journal of Public Health,

47.

(1994) The past 40 years and next 40 years,

48.

(1991) The link between smoking and Personality:A serotonergic hypothesis,

49.

(1987) The effects of a psychological stressor on cigarette smoking and on subsequent behavioral and physiological responses,

50.

(1988) Predicting abstainers in a smoking cessation programme administered by general practitioners International Journal of Epidemiology,

51.

(1994) Predicting smoking cessation outcome in a medical center from readiness,

52.

(1998) Predictors of smoking cessation following physicians' counselling,

53.

(1993) Cigarette smoking under stress:the role of coping expectancies among smokers in a clinic-based smoking cessation program,

54.

(1982) Journal of Personality Assessment,

55.

(1981) British Journal of Clinical Psychology,

56.

(1995) Developing school-based tobacco use prevention and cessation program. ,

57.

(1993) Cardiovascular reactivity as a predictor of relapse in male and female smokers,

58.

(2002) Smoking relapse rates drop sharply after two years,

59.

(1990) Imagery and smoking urges:the manipulation of affective content,

60.

(1978) Smoking education programs 1960-1976,

61.

(1985) Decisional balance measure for assessing and predicting smoking status Journal of Personality and Social Psychology,

62.

(1992) Smoking within reason,

63.

(1999) Sex and Smoking: comparisons between male and female smokers., No Smoking Day

64.

(1997) Tobacco or Health, WHO Press

65.

(2004) Building Blocks for Tobacco Control, WHO Press

66.

(1985) Subject characteristics as predictors of self-change in smoking,

The Korean Journal of Health Psychology