2012 ©
             Publication
Journal Publication
Title of Article SPATIAL ASSOCIATION PATTERNS OF BINGE DRINKING, ALCOHOL OUTLET DENSITY, AND EARLY STARTED DRINKING IN THAILAND 
Date of Acceptance 27 July 2021 
Journal
     Title of Journal Journal of Southwest Jiaotong University 
     Standard SCOPUS 
     Institute of Journal Jiaotong University 
     ISBN/ISSN  
     Volume 56 
     Issue
     Month August
     Year of Publication 2021 
     Page  
     Abstract Background: Thailand had higher prevalence of binge drinking (BD) behaviors which put them at risks of morbidity and mortality. This study aimed to determine the spatial association of BD and its associated factors among the population of Thailand. Methods: This study was conducted using a data set of the National Statistical Office of Thailand and another data set of the Center of Alcohol Studies, Thailand in 2017. A Moran’s I, Local Indicators of Spatial Association (LISA), and Spatial regression were used to identify the spatial autocorrelation between alcohol outlet density, started drinking before 20 years of age and BD among Thai people. Results: Among the total of 61,708 participants, the prevalence of BD was 11.47 per 1,000 population. There was spatial global autocorrelation between alcohol outlet density, start drinking before the age of 20 years and BD with the Moran’s I values of 0.10 and 0.54, respectively. The LISA analysis identified significant positive spatial local autocorrelation of BD in the form of two high-high clusters for density of alcohol outlets, and seven of high-high clusters of started drinking before the age of 20. Started drinking before 20 years of age could predict binge drinking behaviors by 62.8 percent. Conclusion: There were spatial associations between alcohol outlet density, and alcoholic beverage control law enforcement problems that let the youngsters started drinking before the age of 20. It is a general recommendation to strictly enforce the law in prohibited the underage to consume alcohol especially in the high density of alcohol outlet.  
     Keyword Binge drinking, alcohol‐outlet density, start drinking before 20 years of age, Spatial association patterns 
Author
617110007-8 Mr. NAKARIN PRASIT [Main Author]
Public Health Doctoral Degree

Reviewing Status มีผู้ประเมินอิสระ 
Status ได้รับการตอบรับให้ตีพิมพ์ 
Level of Publication นานาชาติ 
citation true 
Part of thesis true 
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