J Korean Acad Nurs.  2019 Feb;49(1):69-79. 10.4040/jkan.2019.49.1.69.

The Longitudinal Relationships between Depression and Smoking in Hardcore Smokers Using Autoregressive Cross-Lagged Modeling

• Han JW
• Lee H

• KMID: 2440388
• DOI: http://doi.org/10.4040/jkan.2019.49.1.69

Abstract

PURPOSE
This study aimed to identify the directionality of the causal relationship and interaction between depression and amount of smoking over time in hardcore smokers using longitudinal descriptive analysis.
METHODS
Secondary data from the Korean Welfare Panel Study were analyzed using autoregressive cross-lagged modeling. Participants included 342 hardcore smokers who participated in the 8th to 11th waves of the panel study.
RESULTS
Analyses revealed that change(s) in depression levels according to time had a significant positive relationship with the total amount of smoking per day (β=.29, β=.19, β=.17, p < .001), while change(s) in total amount of smoking per day according to time had a significant positive relationship with depression (β=.43, β=.50, β=.38, p < .001). Analysis of the cross-lagged effect between depression and total amount of smoking per day showed that depression at one time point had a significantly positive relationship with the total amount of smoking per day at the next time point (β=.14, β=.13, β=.13, p=.021), and that the total amount of smoking per day at one time point had a significant positive relationship with depression at the next time point (β=.04, β=.04, β=.03, p=.044).
CONCLUSION
The findings in the present study confirmed a cross-interaction between depression and total amount of smoking per day in hardcore smokers. The present findings could be used to develop appropriate smoking-related interventions.

Keyword

Depression; Longitudinal Studies; Smoking

MeSH Terms

Depression*
Longitudinal Studies
Smoke*
Smoking*
Smoke

Figure

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  Figure 1. Autoregressive cross-lagged modeling.

Reference

References

1. World Health Organization (WHO). Prevalence of tobacco smoking [Internet]. Geneva: WHO;c2015. [cited 2018 Aug 21]. Available from. http://www.who.int/gho/tobacco/use/en.

2. Korea Centers for Disease Control and Prevention (KCDC). Korea health statistics 2016: Korea national health and nutrition examination survey (KNHANES VII-1) [Internet]. Cheongju: KCDC;c2017. [cited 2018 Aug 21]. Available from:. http://www.cdc.go.kr/CDC/contents/CdcKrContentView.jsp?cid=60949&menuIds=HOME001-MNU1130-MNU1639-MNU1749-MNU1761.

3. World Health Organization (WHO). WHO report on the global tobacco epidemic, 2017: Monitoring tobacco use and prevention policies [Internet]. Geneva: WHO;c2017. [cited 2018 Aug 21]. Available from:. http://apps.who.int/iris/bitstream/10665/255874/1/9789241512824-eng.pdf?ua=1&ua=1.

4. Bommelé J, Schoenmakers TM, Kleinjan M, van Straaten B, Wits E, Snelleman M, et al. Perceived pros and cons of smoking and quitting in hard-core smokers: A focus group study. BMC Public Health. 2014; 14:175. https://doi.org/10.1186/1471-2458-14-175.

5. Lund M, Lund KE, Kvaavik E. Hardcore smokers in Norway 1996–2009. Nicotine & Tobacco Research. 2011; 13(11):1132–1139. https://doi.org/10.1093/ntr/ntr166.

6. Cho KS. Prevalence of hardcore smoking and its associated factors in Korea. Health and Social Welfare Review. 2013; 33(1):603–628. https://doi.org/10.15709/hswr.2013.33.1.603.

7. Augustson E, Marcus S. Use of the current population survey to characterize subpopulations of continued smokers: A national perspective on the “hardcore” smoker phenomenon. Nicotine & Tobacco Research. 2004; 6(4):621–629. https://doi.org/10.1080/14622200410001727876.

8. Jarvis MJ, Wardle J, Waller J, Owen L. Prevalence of hardcore smoking in England, and associated attitudes and beliefs: Cross sectional study. BMJ. 2003; 326:1061. https://doi.org/10.1136/bmj.326.7398.1061.

9. Walsh RA, Paul CL, Tzelepis F, Stojanovski E. Quit smoking behaviours and intentions and hard‐core smoking in New South Wales. Health Promotion Journal of Australia. 2006; 17(1):54–60. https://doi.org/10.1071/he06054.

10. Ferketich AK, Gallus S, Colombo P, Pacifici R, Zuccaro P, La Vecchia C. Hardcore smoking among Italian men and women. European Journal of Cancer Prevention. 2009; 18(2):100–105. https://doi.org/10.1097/CEJ.0b013e32830c8d98.

11. Marques-Vidal P, Melich-Cerveira J, Paccaud F, Waeber G, Vollenweider P, Cornuz J. Prevalence and factors associated with difficulty and intention to quit smoking in Switzerland. BMC Public Health. 2011; 11:227. https://doi.org/10.1186/1471-2458-11-227.

12. Bommelé J, Kleinjan M, Schoenmakers TM, Burk WJ, van den Eijnden R, van de Mheen D. Identifying subgroups among hardcore smokers: A latent profile approach. PLoS One. 2015; 10(7):e0133570. https://doi.org/10.1371/journal.pone.0133570.

13. Joly B, D’Athis P, Gerbaud L, Hazart J, Perriot J, Quantin C. Smoking cessation attempts: Is it useful to treat hard core smokers? Tobacco Induced Diseases. 2016; 14:34. https://doi.org/10.1186/s12971-016-0100-0.

14. Kishore J, Jena PK, Bandyopadhyay C, Swain M, Das S, Banerjee I. Hardcore smoking in three South-East Asian countries: Results from the global adult tobacco survey. Asian Pacific Journal of Cancer Prevention. 2013; 14(2):625–630. https://doi.org/10.7314/APJCP.2013.14.2.625.

15. Heishman SJ. Behavioral and cognitive effects of smoking: Relationship to nicotine addiction. Nicotine & Tobacco Research. 1999; 1(Suppl 2):S143–S147. https://doi.org/10.1080/14622299050011971.

16. Leventhal AM, Zvolensky MJ. Anxiety, depression, and cigarette smoking: A transdiagnostic vulnerability framework to understanding emotion-smoking comorbidity. Psychological Bulletin. 2015; 141(1):176–212. https://doi.org/10.1037/bul0000003.

17. Weiss JW, Mouttapa M, Cen S, Johnson CA, Unger J. Longitudinal effects of hostility, depression, and bullying on adolescent smoking initiation. Journal of Adolescent Health. 2011; 48(6):591–596. https://doi.org/10.1016/j.jadohealth.2010.09.012.

18. Bonevski B, Regan T, Paul C, Baker AL, Bisquera A. Associations between alcohol, smoking, socioeconomic status and comorbidities: Evidence from the 45 and up study. Drug and Alcohol Review. 2014; 33(2):169–176. https://doi.org/10.1111/dar.12104.

19. Chu JE, Lee H, Yoon CH, Cho HI, Hwang JY, Park YJ. Relationships between depressed mood and life style patterns in Koreans aged 40 years. Journal of the Korean Society of Food Science and Nutrition. 2014; 43(5):772–783. https://doi.org/10.3746/jkfn.2014.43.5.772.

20. Zeng YN, Li YM. Secondhand smoke exposure and mental health in adults: A meta-analysis of cross-sectional studies. Social Psychiatry and Psychiatric Epidemiology. 2016; 51(9):1339–1348. https://doi.org/10.1007/s00127-015-1164-5.

21. Hammer GD, McPhee SJ. Pathophysiology of disease: An introduction to clinical medicine. 7th ed. New York: McGraw-Hill Education;2014. p. 145–250.

22. Ko BJ, Chun EJ, Bae Y, Lee JH, Park KA, Jang M, et al. Depressive symptoms in a rural community: Prevalence and related risk factors. Korean Journal of Health Promotion and Disease Prevention. 2008; 8(4):228–234.

23. Yoon SH, Bae JY, Lee SW, An KE, Kim SE. The effects of job depression, drinking, and smoking among Korean man. Health and Social Science. 2006; 19:25–42.

24. MacIntosh H, Coleman T. Characteristics and prevalence of hardcore smokers attending UK general practitioners. BMC Family Practice. 2006; 7:24. https://doi.org/10.1186/1471-2296-7-24.

25. Selig JP, Little TD. Autoregressive and cross-lagged panel analysis for longitudinal data. Laursen BP, Little TD, Card NA, editors. Handbook of Developmental Research Methods. New York: Guilford Press;2011. p. 265–278.

26. Hoe MS, Park BS, Bae SW. Testing measurement invariance of the 11-item Korean version CES-D scale. Mental Health & Social Work. 2015; 43(2):313–339.

27. Leung DYP, Chan SSC, Chan V, Lam TH. Hardcore smoking after comprehensive smoke-free legislation and health warnings on cigarette packets in Hong Kong. Public Health. 2016; 132:50–56. https://doi.org/10.1016/j.puhe.2015.10.007.

28. Smith PH, Homish GG, Giovino GA, Kozlowski LT. Cigarette smoking and mental illness: A study of nicotine withdrawal. American Journal of Public Health. 2014; 104(2):e127–e133. https://doi.org/10.2105/AJPH.2013.301502.

29. Prochaska JJ. Smoking and mental illness: Breaking the link. The New England Journal of Medicine. 2011; 365(3):196–198. https://doi.org/10.1056/NEJMp1105248.

30. Fluharty M, Taylor AE, Grabski M, Munafò MR. The association of cigarette smoking with depression and anxiety: A systematic review. Nicotine & Tobacco Research. 2017; 19(1):3–13. https://doi.org/10.1093/ntr/ntw140.