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Acculturation, Depression, and Smoking Cessation: a trajectory pattern recognition approach
Open Access Articles
  • Sun S. Kim, University of Massachusetts Boston
  • Hua (Julia) Fang, University of Massachusetts Medical School
  • Kunsook Bernstein, CUNY Hunter College
  • Zhaoyang Zhang, University of Massachusetts Medical School
  • Joseph R. DiFranza, University of Massachusetts Medical School
  • Douglas Ziedonis, University of California San Diego
  • Jeroan J. Allison, University of Massachusetts Medical School
UMMS Affiliation
Department of Quantitative Health Sciences; Department of Family Medicine and Community Health
Publication Date
2017-7-24
Document Type
Article
Abstract

BACKGROUND: Korean Americans are known for a high smoking prevalence within the Asian American population. This study examined the effects of acculturation and depression on Korean Americans' smoking cessation and abstinence.

METHODS: This is a secondary data analysis of a smoking cessation study that implemented eight weekly individualized counseling sessions of a culturally adapted cessation intervention for the treatment arm and a standard cognitive behavioral therapy for the comparison arm. Both arms also received nicotine patches for 8 weeks. A newly developed non-parametric trajectory pattern recognition model (MI-Fuzzy) was used to identify cognitive and behavioral response patterns to a smoking cessation intervention among 97 Korean American smokers (81 men and 16 women).

RESULTS: Three distinctive response patterns were revealed: (a) Culturally Adapted (CA), since all identified members received the culturally adapted intervention; (b) More Bicultural (MB), for having higher scores of bicultural acculturation; and (c) Less Bicultural (LB), for having lower scores of bicultural acculturation. The CA smokers were those from the treatment arm, while MB and LB groups were from the comparison arm. The LB group differed in depression from the CA and MB groups and no difference was found between the CA and MB groups. Although depression did not directly affect 12-month prolonged abstinence, the LB group was most depressed and achieved the lowest rate of abstinence (LB: 1.03%; MB: 5.15%; CA: 21.65%).

CONCLUSION: A culturally adaptive intervention should target Korean American smokers with a high level of depression and a low level of biculturalism to assist in their smoking cessation. TRIAL

REGISTRATION: NCT01091363. Registered 21 March 2010.

Keywords
  • Acculturation,
  • Culturally adaptive intervention,
  • Depression,
  • Fuzzy clustering,
  • Longitudinal,
  • MIFuzzy,
  • Multiple imputation,
  • Smoking cessation,
  • Trajectory pattern recognition,
  • UMCCTS funding
Rights and Permissions
© The Author(s). 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
DOI of Published Version
10.1186/s12971-017-0135-x
Source

Tob Induc Dis. 2017 Jul 24;15:33. doi: 10.1186/s12971-017-0135-x. eCollection 2017. Link to article on publisher's site

Related Resources

Link to Article in PubMed

PubMed ID
28747857
Creative Commons License
Creative Commons Attribution 4.0
Citation Information
Sun S. Kim, Hua (Julia) Fang, Kunsook Bernstein, Zhaoyang Zhang, et al.. "Acculturation, Depression, and Smoking Cessation: a trajectory pattern recognition approach" Vol. 15 (2017) ISSN: 1617-9625 (Linking)
Available at: http://works.bepress.com/hua_fang/48/