2012 ©
             Publication
Journal Publication
Title of Article SPATIAL ASSOCIATION PATTERNS OF SMOKING, TOBACCO OUTLET DENSITY, AND SECONDHAND SMOKE IN THAILAND 
Date of Acceptance 4 October 2021 
Journal
     Title of Journal Journal of Southwest Jiaotong University. 
     Standard SCOPUS 
     Institute of Journal Southwest Jiaotong University. 
     ISBN/ISSN  
     Volume 56 
     Issue
     Month October
     Year of Publication 2021 
     Page  
     Abstract Thailand has higher prevalence of smoking behaviors which put them at risks of morbidity and mortality. This study aimed to determine the spatial association of smoking behaviors and its associated factors among the population of Thailand. This study was conducted by using a data set of the National Statistical Office of Thailand, 2017. A Moran’s I, local indicators of spatial association (LISA), and spatial regression were used to identify the spatial autocorrelation between tobacco outlet density, prevalence of second-hand smoke and smoking behaviors among Thai people. According to the results, among the total of 88,689 participants, the prevalence of smoking behaviors was 18.00 per 1,000 population. There was spatial global autocorrelation between tobacco outlet density, prevalence of second-hand smoke and smoking behaviors with the Moran’s I values of 0.120 and 0.375, respectively. The LISA analysis identified significant positive spatial local autocorrelation of smoking behaviors in the form of nine high-high clusters of tobacco outlets density, and ten of high-high prevalence clusters of second-hand smoke. Prevalence of second-hand smoke predicted smoking behaviors by 62.8 percent. There were spatial associations between tobacco outlet density, and second-hand smoke problems that led the youngsters to start smoking. It is a general recommendation to strictly enforce policies and laws to control smoking, to cover all regions in Thailand 
     Keyword Smoking behaviors, tobacco outlet density, secondhand smoke, Spatial association patterns 
Author
617110010-9 Mr. PITTAYA THAMMAWONGSA [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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