Browse > Article
http://dx.doi.org/10.14400/JDC.2017.15.5.487

Analysis for Factors of Predicting Problem Drinking by Logistic Regression Analysis  

Kim, Mi-Young (Dept. of Social Welfare, Halla University)
Publication Information
Journal of Digital Convergence / v.15, no.5, 2017 , pp. 487-494 More about this Journal
Abstract
The purpose of this study was to identify factors which predict problem drinking on adults. Using the data on the Korea Welfare Panel Study for the 7th year, 3,915 people responded to the demographic factor, psychosocial factors and drinking behavior. And the logistic regression analysis was conducted to identify predictors of problem drinking. As a result, 36 percent of those surveyed showed that the problem drinking group. Gender, age, education, occupation, economic status, self-esteem, depression, and satisfaction of family and social relationships were correlated to alcohol use. In addition, the results of logistic regression, gender, age, education, job, self-esteem, depression were predicted problem drinking. Based on these findings, it is recommended practical counterplan that prevention of the problem drinking.
Keywords
Problem drinking; Drinking Behavior; AUDIT; Korea Welfare Panel Study; Logistic regression;
Citations & Related Records
Times Cited By KSCI : 6  (Citation Analysis)
연도 인용수 순위
1 Wicki, M., Kuntsche, E., & Gmel, G, "Drinking at European universities? A review of students'alcohol use," Addictive Behaviors, Vol. 35, No. 11, 913-924. 2010.   DOI
2 S. O. Jang & S. H. Shin, "Risk Levels of Alcohol Use, Workplace Environment and Factors related to Alcohol Abuse among Employees," Korean Journal of Psychology: General, Vol. 27, No. 2, pp. 469-484. 2008.
3 J. D. Kwon, D. K. Kim, K. S. Kim, & S. J. Park, "Structural Relationship of Family Cohesion, Stress, Depression and Problem Drinking for the Elderly," Journal of Social Science, Vol. 23, No. 3, pp. 3-25. 2012.
4 T. Y. Kwon, "A Study on the longitudinal relationship between depressive symptoms and alcohol use considering psychosocial behavioral factors," Korean Journal of Social Welfare, Vol. 63, No. 1, pp. 187-215. 2011.
5 Ministry of health and welfare (2013). Korea Health Statistics 2012: Korea National Health and Nutrition Examination Survey (KNHANES V-3).
6 H. M. Yoon, "Drinking Behavior and Factors That Influence Alcohol Use Among University Students," Journal of Human ecology, No. 3, pp. 1-15, 2000.
7 Conger, J, "Reinforcement theory and the dynamics of alcoholism," Quarterly Journal of Studies on Alcohol, Vol 17, pp. 296-305, 1956.
8 Cox, M., & Klinger, E. "A Motivational Model of Alcohol Use," Journal of Abnormal Psychology, Vol. 97, pp. 168-180. 1988.   DOI
9 S. K. Min, "Modern Psychiatry, Seoul: Ilchokak," 2006.
10 K. H. Seo, “Effects of Gender, Family Alcohol Use, and Motivation for Alcohol Use on Drinking Behavior,” Journal of Korean Alcohol Science, Vol. 3, No. 2, pp. 205-213, 2002.
11 Enekwechi, E. E, "Gender differences in motivation for alcohol use among Nigerian university students," Journal of Alcohol & Drug Education, Vol. 41, No. 2, pp. 1-10. 1996.
12 Cooper, M. L., Russell, M., Skinner, J. B., Frone, M. R., & Mudar, P, "Coping, expectancies and alcohol abuse: a test of social learning formulation," Journal of Abnormal Psychology, Vol. 101, No. 1, pp. 139-152. 1992.   DOI
13 S. O. Jang, "Does early alcohol initiation increase the risk of alcohol use disorder?" Social Science Research Review, Vol. 26, No. 1, pp. 199-218, 2010.
14 Hye-Jeong Hwang, Moo-Sik Lee, Jee-Young Hong, “Related Factors with the Depression in the Rural People,” Journal of the Korea Convergence Society, Vol. 2, No. 1, pp. 21-29, 2011.
15 J. J. Lim & M. A. Lee, "Living Arrangement and Drinking Behaviors: Analyzing the Differential Effects of Living Arrangement depending on Gender and Age," Health and Social Science, Vol. 33, pp. 189-220, 2013.
16 E. J. Choi & C. W. Kim, “Factors associated with tobacco and alcohol use,” Journal of Korean Society for Health Education and Promotion, Vol. 25, No. 5, pp. 39-51, 2008.
17 M. S. Yoon, S. H. Kim, & W. S. Chae, "The comparative study on the mental health state, problem drinking of national basic livelihood act recipients and citizens. Journal of Korean Alcohol Science, Vol. 9, No. 2, pp. 13-26. 2008.
18 Rehm, J, "The risks associated with alcohol use and alcoholism," Alcohol Research & Health, Vol. 34, No. 2, pp. 135-143. 2011.
19 E. K. Lee, "Factors related to problem drinking of male workers according to occupational classes," Journal of Digital Convergence, Vol. 13, No. 1, pp. 375-382. 2015.   DOI
20 S. J. Yoon, "Impact of depression and family relationship on problem drinking among older adults," Journal of Digital Convergence, Vol. 14, No. 4, pp. 11-17. 2016.   DOI
21 Nam-Hee Jo, Chun-Hee Seong, “Effects of Stress and Self-esteem on Depression in Middle-aged Women and Middle-aged Men,” Journal of the Korea Convergence Society, Vol. 7, No. 6, pp. 89-97, 2016.   DOI
22 S. H. Yang & J. H. Kim, "Drinking habits of employees in farming and fishing communities," Journal of Digital Convergence, Vol. 10, No. 10, pp. 363-372. 2012.   DOI
23 Byung-won Min, “An Improvement of Personalized Computer Aided Diagnosis Probability for Smart Healthcare Service System,” Journal of IT Convergence Society for SMB, Vol. 6, No. 4, pp. 85-91, 2016.
24 Yoon-Su Jeong, “U-healthcare Service Management Scheme for Big Data of Patient Information,” Journal of IT Convergence Society for SMB, Vol. 5, No. 1, pp. 1-6, 2015.
25 Stewart, S. H., & Devine, H, "Relations between personality and drinking motives in young adults," Personality and Individual Differences, Vol. 29, pp. 495-511. 2000.   DOI
26 Vantamay, S, “Alcohol consumption among university students: Applying a social ecological approach for multi-level preventions,” South East Asian Journal Tropical Medicine and Public Health, Vol. 40, No. 2, pp. 354-369, 2009.
27 Y. P. Lee, "A Comparative study on the characteristics of mental health, subjective quality of life and service needs of the public aid recipient alcoholics and non-alcoholics," Journal of Korean Alcohol Science, Vol. 2, No. 2, pp. 5-12. 2001.
28 Pengpid, S., Peltzer, K., & Van Der Heever, H., "Problem alcohol use and Associated Factors in a Sample of University Students in South Africa," Journal of Psychology in Africa, Vol. 23, No. 2, pp. 243-250. 2013.   DOI
29 Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R., "Who drinks and why? A review of sociodemographic, personality, and contextual issues behind the drinking motives in young people," Addictive Behaviors, Vol. 31, pp. 1844-1857. 2006.   DOI