Skip Navigation
Skip to contents

PHRP : Osong Public Health and Research Perspectives

OPEN ACCESS
SEARCH
Search

Author index

Page Path
HOME > Articles and issues > Author index
Search
Suk-Bok Kang 1 Article
Developing the High-Risk Drinking Scorecard Model in Korea
Jun-Tae Han, Il-Su Park, Suk-Bok Kang, Byeong-Gyu Seo
Osong Public Health Res Perspect. 2018;9(5):231-239.   Published online October 31, 2018
DOI: https://doi.org/10.24171/j.phrp.2018.9.5.04
  • 14,565 View
  • 96 Download
  • 1 Citations
AbstractAbstract PDF
Objectives

This study aimed to develop a high-risk drinking scorecard using cross-sectional data from the 2014 Korea Community Health Survey.

Methods

Data were collected from records for 149,592 subjects who had participated in the Korea Community Health Survey conducted from 2014. The scorecard model was developed using data mining, a scorecard and points to double the odds approach for weighted multiple logistic regression.

Results

This study found that there were many major influencing factors for high-risk drinkers which included gender, age, educational level, occupation, whether they received health check-ups, depressive symptoms, over-moderate physical activity, mental stress, smoking status, obese status, and regular breakfast. Men in their thirties to fifties had a high risk of being a drinker and the risks in office workers and sales workers were high. Those individuals who were current smokers had a higher risk of drinking. In the scorecard results, the highest score range was observed for gender, age, educational level, and smoking status, suggesting that these were the most important risk factors.

Conclusion

A credit risk scorecard system can be applied to quantify the scoring method, not only to help the medical service provider to understand the meaning, but also to help the general public to understand the danger of high-risk drinking more easily.

Citations

Citations to this article as recorded by  
  • A Simple-to-Use Score for Identifying Individuals at High Risk of Denosumab-Associated Hypocalcemia in Postmenopausal Osteoporosis: A Real-World Cohort Study
    Kyoung Jin Kim, Namki Hong, Seunghyun Lee, Miryung Kim, Yumie Rhee
    Calcified Tissue International.2020; 107(6): 567.     CrossRef

PHRP : Osong Public Health and Research Perspectives