Israel Medical Association Journal

Background: Hookah smoking is a common activity around the world and has recently become a trend among youth. Studies have indicated a relationship between hookah smoking and a high prevalence of chronic diseases, cancer, cardiovascular, and infectious diseases. In Israel, there has been a sharp increase in hookah smoking among the Arabs. Most studies have focused mainly on hookah smoking among young people.

Objectives: To examine the association between hookah smoking and socioeconomic characteristics, health status and behaviors, and knowledge in the adult Arab population and to build a prediction model using machine learning methods.

Methods: This quantitative study based is on data from the Health and Environment Survey conducted by the Galilee Society in 2015–2016. The data were collected through face-to-face interviews with 2046 adults aged 18 years and older.

Results: Using machine learning, a prediction model was built based on eight features. Of the total study population, 13.0% smoked hookah. In the 18–34 age group, 19.5% smoked. Men, people with lower level of health knowledge, heavy consumers of energy drinks and alcohol, and unemployed people were more likely to smoke hookah. Younger and more educated people were more likely to smoke hookah.

Conclusions: Hookah smoking is a widespread behavior among adult Arabs in Israel. The model generated by our study is intended to help health organizations reach people at risk for smoking hookah and to suggest different approaches to eliminate this phenomenon.

Abstract:

Background: Waterpipe tobacco smoking (WTS) is common in some populations and may add increased risk for tobaccorelated diseases.

Objectives: To assess the rates of WTS and risk practices associated with WTS in three distinct populations in Israel: long-term Jewish residents (LTJR), immigrants from the former Soviet Union (fSU), and Arabs.

Methods: We conducted a cross-sectional survey of 899 randomly selected participants, age 30–65 years, using face-toface interviews with subjects from the three population groups in Israel. Respondents reported WTS, cigarette smoking, alcohol consumption, and socioeconomic characteristics.

Results: Among men, WTS at least once a week was reported by 4.8% of LTJR, 3.2% of fSU immigrants and 20.3% of Arabs. Lower rates were reported among women of all groups. The younger, less educated men and the younger unmarried women had higher odds of WTS. LTJR who smoked cigarettes and drank alcohol had higher odds of WTS [odds ratio (OR) 32.6, confidence interval (CI) 9.36–113.6; OR = 3.57, CI =1.48–8.63, respectively], compared to non-smokers and non-drinkers. fSU immigrants who smoked cigarettes had higher odds of WTS (OR = 3.40, CI = 0.99–11.7) compared to non-smokers. Among Arabs, cigarette smoking and alcohol consumption were not associated with WTS.

Conclusions: Arabs are more likely than other Israeli populations to engage in WTS. This behavior may add to increased inequalities in rates of tobacco-induced diseases between Arabs and Jews in Israel. Including WTS in the policies for smoke-free public places is called for.