Yajamín-Villamarín Ricardo
Pontifical Catholic University of Ecuador, Quito, Ecuador.
University of South Wales, Cardiff, United Kingdom.
Front Public Health. 2025 Jan 3;12:1471578. doi: 10.3389/fpubh.2024.1471578. eCollection 2024.
This study delves into the determinants of alcohol consumption and expenditure in Ecuador, focusing on personal characteristics, education levels, and regional variations. This study aimed to provide nuanced insights into alcohol-related behaviors within the Ecuadorian population.
Employing probit and Tobit models, the study ensures a robust analytical framework to assess the factors influencing alcohol consumption and expenditure. Data were collected from the 2014 Survey of Living Conditions, spanning urban and rural areas of Ecuador, guaranteeing a diverse population representation. The study includes individuals from random households, totaling 66,418 individuals over 18 years. Employing various measurements, including the use of a probit model for alcohol consumption and a Tobit model for alcohol expenditure, the study considers key variables such as smoking, gender, age, employment status, and regional location, contributing to a detailed understanding of alcohol-related behaviors.
For female individuals, there is a negative association, decreasing the probability of alcohol consumption by 6.6% (-value: 0.000). Conversely, being a smoker exhibits a positive association, increasing the likelihood by 10.2% (-value: 0.000). Regarding alcohol expenditure, being female is linked to a reduction in spending by $0.885 (-value: 0.000). Being a smoker reveals an increase in spending by $0.914 (-value: 0.000). Regional variations, education level, and employment status play crucial roles in shaping alcohol-related behaviors.
This research provides nuanced insights into the socioeconomic determinants of alcohol-related behaviors in Ecuador. The findings underscore the necessity for targeted public policies, including gender-specific interventions, anti-smoking strategies, and considerations for regional variations.
本研究深入探讨了厄瓜多尔酒精消费和支出的决定因素,重点关注个人特征、教育水平和地区差异。本研究旨在深入了解厄瓜多尔人口中与酒精相关的行为。
该研究采用概率单位模型和托比特模型,确保了一个强大的分析框架来评估影响酒精消费和支出的因素。数据收集自2014年生活条件调查,涵盖厄瓜多尔城乡地区,保证了多样化的人口代表性。该研究包括来自随机家庭的个人,共有66418名18岁以上的个人。该研究采用各种测量方法,包括使用概率单位模型来分析酒精消费情况,使用托比特模型来分析酒精支出情况,同时考虑了吸烟、性别、年龄、就业状况和地区位置等关键变量,有助于详细了解与酒精相关的行为。
对于女性个体,存在负相关关系,饮酒概率降低6.6%(p值:0.000)。相反,吸烟呈现正相关关系,饮酒可能性增加10.2%(p值:0.000)。关于酒精支出,女性与支出减少0.885美元相关(p值:0.000)。吸烟则显示支出增加0.914美元(p值:0.000)。地区差异、教育水平和就业状况在塑造与酒精相关的行为方面起着关键作用。
本研究为厄瓜多尔与酒精相关行为的社会经济决定因素提供了细致入微的见解。研究结果强调了制定针对性公共政策的必要性,包括针对性别的干预措施、反吸烟策略以及对地区差异的考虑。