School of Social Development and Public Policy, Beijing Normal University, Beijing, China.
Research Center for Health and Social Policy, Beijing Normal University, Zhuhai, China.
Front Public Health. 2022 Nov 2;10:952357. doi: 10.3389/fpubh.2022.952357. eCollection 2022.
To assess the associations between tobacco use and health care service utilization in Chinese individuals aged more or equal to 40 years old.
This research was a cross-sectional study using data from eight provinces in China, and the final sample consisted of 4,733 observations (4,749 participants) aged more or equal to 40 years old. The dependent variable was health care utilization measured by outpatient and inpatient service utilization. Descriptive statistics were used to summarize the socio-demographic characteristics of the sample according to smoking status. The association between tobacco use and health care service utilization was examined by an instrumental variable (IV) probit model.
Of the respondents interviewed in 2020, 3,116 (65.84%) were never smokers, 654 (13.82%) were smokers with the smoking index (SI) <400, and 963(20.34%) were smokers with SI≥400. Smokers with SI <400 reported a 6.80% higher probability of using outpatient services. Smokers with SI <400 and SI≥400 reported a 3.10 and 4.20% higher average probability of using ≥3 outpatient visits than never smokers, respectively. Additionally, smokers with SI <400 and SI≥400 reported a 6.30 and 6.20% higher average probability of using inpatient services than those who had not smoked. Moreover, smokers with SI≥400 were more likely to have had ≥2 hospital visits than nonsmokers.
Smokers make greater use of health care services. Control of smoking may ease the burden of related health care utilization.
评估中国 40 岁及以上人群吸烟与卫生保健服务利用之间的关系。
本研究为一项横断面研究,使用了来自中国 8 个省份的数据,最终样本包括 4733 个观察值(4749 名参与者),年龄均在 40 岁及以上。因变量为门诊和住院服务利用衡量的卫生保健服务利用。根据吸烟状况,采用描述性统计方法总结样本的社会人口学特征。采用工具变量(IV)概率模型检验吸烟与卫生保健服务利用之间的关联。
在 2020 年接受访谈的受访者中,3116 名(65.84%)为从不吸烟者,654 名(13.82%)为吸烟指数(SI)<400 的吸烟者,963 名(20.34%)为 SI≥400 的吸烟者。SI<400 的吸烟者使用门诊服务的可能性高 6.80%。SI<400 和 SI≥400 的吸烟者使用≥3 次门诊就诊的平均概率分别比从不吸烟者高 3.10%和 4.20%。此外,SI<400 和 SI≥400 的吸烟者使用住院服务的平均概率分别比未吸烟者高 6.30%和 6.20%。此外,SI≥400 的吸烟者比不吸烟者更有可能进行≥2 次住院治疗。
吸烟者更频繁地使用卫生保健服务。控制吸烟可能会减轻相关卫生保健利用的负担。