IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i16p8797-d618393.html
   My bibliography  Save this article

A Longitudinal Analysis of Alcohol Use Behavior among Korean Adults and Related Factors: A Latent Class Growth Model

Author

Listed:
  • Suyon Baek

    (Department of Nursing, College of Nursing and Health, Kongju National University, Gongju-si 32588, Korea)

  • Eun-Hi Choi

    (Department of Nursing, College of Nursing, Eulji University, Uijeongbu-si 11759, Korea)

Abstract

This study classified the changes in alcohol use behavior among Korean adults and explored the related factors. The study used data from the 4th (2009) to 14th (2019) waves of the Korean Welfare Panel Study. The subjects were 8267 adults aged 19–60 years. Latent class growth analysis was used to classify the latent classes of alcohol use behavior among Korean adults, and logistic regression analysis was performed to identify the specific factors that form the classes. Additionally, the 11-year trajectories of major variables associated with alcohol use behavior for the derived classes were analyzed using growth mixture modeling. Four classes were identified according to the trajectories of alcohol use behavior. There were statistically significant differences in the trajectories of depression, self-esteem, satisfaction in family relationships, and satisfaction in leisure activities according to the class of alcohol use behavior. In particular, self-esteem and satisfaction in family relationships indicated distinctly decreasing trajectories in the low- to moderate-risk class, which suggested the need for longitudinal analysis of the factors that influence alcohol use behavior. Moreover, it is recommended that interventions for the prevention of high-risk drinking target not only individuals but also family units.

Suggested Citation

  • Suyon Baek & Eun-Hi Choi, 2021. "A Longitudinal Analysis of Alcohol Use Behavior among Korean Adults and Related Factors: A Latent Class Growth Model," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:16:p:8797-:d:618393
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/16/8797/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/18/16/8797/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Min Kyung Song & Ju Young Yoon & Eunjoo Kim, 2020. "Trajectories of Depressive Symptoms among Multicultural Adolescents in Korea: Longitudinal Analysis Using Latent Class Growth Model," IJERPH, MDPI, vol. 17(21), pages 1-14, November.
    2. Lubhana Malik Mental, 2019. "Mental Health in Adolescents," Global Journal of Intellectual & Developmental Disabilities, Juniper Publishers Inc., vol. 6(3), pages 45-46, March.
    3. Stanley Sclove, 1987. "Application of model-selection criteria to some problems in multivariate analysis," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 333-343, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Katherine Klee & John P. Bartkowski, 2022. "Minding Mental Health: Clinicians’ Engagement with Youth Suicide Prevention," Social Sciences, MDPI, vol. 11(5), pages 1-20, May.
    2. Jiwon Lee & Midam An & Yongku Kim & Jung-In Seo, 2021. "Optimal Allocation for Electric Vehicle Charging Stations," Energies, MDPI, vol. 14(18), pages 1-10, September.
    3. Palma, Marco A. & Ness, Meghan L. & Anderson, David P., 2015. "Buying More than Taste? A Latent Class Analysis of Health and Prestige Determinants of Healthy Food," 2015 Conference (59th), February 10-13, 2015, Rotorua, New Zealand 202566, Australian Agricultural and Resource Economics Society.
    4. Alan Crane & Kevin Crotty, 2020. "How Skilled Are Security Analysts?," Journal of Finance, American Finance Association, vol. 75(3), pages 1629-1675, June.
    5. Mayer, Yael & Ilan, Rotem & Slone, Michelle & Lurie, Ido, 2020. "Relations between traumatic life events and mental health of Eritrean asylum-seeking mothers and their children's mental health," Children and Youth Services Review, Elsevier, vol. 116(C).
    6. Wang, Lin & Ngai, Steven Sek-yum, 2020. "The effects of anonymity, invisibility, asynchrony, and moral disengagement on cyberbullying perpetration among school-aged children in China," Children and Youth Services Review, Elsevier, vol. 119(C).
    7. Jani Hartikainen & Anna-Maija Poikkeus & Eero A. Haapala & Arja Sääkslahti & Taija Finni, 2021. "Associations of Classroom Design and Classroom-Based Physical Activity with Behavioral and Emotional Engagement among Primary School Students," Sustainability, MDPI, vol. 13(14), pages 1-12, July.
    8. Samari, Goleen & Catalano, Ralph & Alcalá, Héctor E. & Gemmill, Alison, 2020. "The Muslim Ban and preterm birth: Analysis of U.S. vital statistics data from 2009 to 2018," Social Science & Medicine, Elsevier, vol. 265(C).
    9. Aline Riboli Marasca & Maurício Scopel Hoffmann & Anelise Reis Gaya & Denise Ruschel Bandeira, 2021. "Subjective Well-Being and Psychopathology Symptoms: Mental Health Profiles and their Relations with Academic Achievement in Brazilian Children," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(3), pages 1121-1137, June.
    10. Xu, Wenxin & Shen, Wei & Wang, Shen, 2021. "Intervention of adolescent' mental health during the outbreak of COVID-19 using aerobic exercise combined with acceptance and commitment therapy," Children and Youth Services Review, Elsevier, vol. 124(C).
    11. Marcus Heise & Astrid Fink & Jens Baumert & Christin Heidemann & Yong Du & Thomas Frese & Solveig Carmienke, 2021. "Patterns and associated factors of diabetes self-management: Results of a latent class analysis in a German population-based study," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-23, March.
    12. Vanessa Lloyd-Esenkaya & Ailsa J. Russell & Michelle C. St Clair, 2020. "What Are the Peer Interaction Strengths and Difficulties in Children with Developmental Language Disorder? A Systematic Review," IJERPH, MDPI, vol. 17(9), pages 1-27, April.
    13. Urška Smrke & Nejc Plohl & Izidor Mlakar, 2022. "Aging Adults’ Motivation to Use Embodied Conversational Agents in Instrumental Activities of Daily Living: Results of Latent Profile Analysis," IJERPH, MDPI, vol. 19(4), pages 1-11, February.
    14. Hamparsum Bozdogan, 1987. "Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 345-370, September.
    15. Schreier, Alayna & Stenersen, Madeline R. & Strambler, Michael J. & Marshall, Tim & Bracey, Jeana & Kaufman, Joy S., 2023. "Needs of caregivers of youth enrolled in a statewide system of care: A latent class analysis," Children and Youth Services Review, Elsevier, vol. 147(C).
    16. Yu Hu & Jingwen Hu & Yi Zhu, 2022. "The Impact of Perceived Discrimination on Mental Health Among Chinese Migrant and Left-Behind Children: A Meta-analysis," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 17(5), pages 2525-2541, October.
    17. Francesco BARTOLUCCI & Silvia BACCI & Claudia PIGINI, 2015. "A Misspecification Test for Finite-Mixture Logistic Models for Clustered Binary and Ordered Responses," Working Papers 410, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    18. Haleemunnissa, S. & Didel, Siyaram & Swami, Mukesh Kumar & Singh, Kuldeep & Vyas, Varuna, 2021. "Children and COVID19: Understanding impact on the growth trajectory of an evolving generation," Children and Youth Services Review, Elsevier, vol. 120(C).
    19. Esmail Shariati & Ali Dadgari & Seyedeh Solmaz Talebi & Gholam Reza Mahmoodi Shan & Hossein Ebrahimi, 2021. "The Effect of the Web-Based Communication between a Nurse and a Family Member on the Perceived Stress of the Family Member of Patients with Suspected or Confirmed COVID-19: A Parallel Randomized Clini," Clinical Nursing Research, , vol. 30(7), pages 1098-1106, September.
    20. Mengya Xia & Caitlin M. Hudac, 2023. "Social Connection Constellations and Individual Well-Being Typologies: Using the Loglinear Modeling Approach with Latent Variables," Journal of Happiness Studies, Springer, vol. 24(6), pages 1991-2012, August.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:18:y:2021:i:16:p:8797-:d:618393. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.