Zhang Mingda, Cheng Hui G, Noggle Brendan, Janak Jud C, Richards Megan, Smith David
Altria Client Services LLC, 601 E. Jackson Street, Richmond, VA, 23219, USA.
Merative LP, 75 Binney St. 4th Floor, Cambridge, MA, 02142, USA.
Harm Reduct J. 2024 Dec 23;21(1):227. doi: 10.1186/s12954-024-01141-4.
The assessment of potential health effects of switching from cigarette smoking to non-combustible tobacco products has important implications for public health and regulatory decisions. Robust epidemiological evidence requires long-term follow-up of a large number of individuals. Real-world evidence derived from health records has the potential to help fill the gap in the interim. To our knowledge, this is the first study using individual-level healthcare claims data to assess the potential impact of transitioning from cigarette smoking to smokeless tobacco on short-term direct healthcare costs.
We conducted a retrospective cohort study of adult male patients with COPD who smoked cigarettes at baseline using the MarketScan Databases. We compared changes in direct healthcare costs between the 12-month periods before (baseline) and after the index date (follow-up) across three cohorts: continued smoking (CS), quit all tobacco (QT), or switched to smokeless tobacco (SW), using a non-linear difference-in-differences model with average marginal effects.
A total of 23,427 COPD patients were included (CS: 11,167; QT: 12,013; SW: 247). At baseline, the QT cohort had the highest total average healthcare costs ($43,771), followed by SW ($38,419), and CS ($27,149). The unadjusted difference-in-differences model revealed no statistically significant differences in total healthcare cost changes when comparing the QT or SW cohorts to the CS cohort (-$1,532 [95% CI: -$3,671, $608] for the QT cohort, and -$452 [95% CI: -$15,415, $14,511] for the SW cohort). After adjusting for Deyo-Charlson Comorbidity Index and COPD exacerbation, assuming patients had two comorbidities and exacerbations, the QT cohort had greater reduction in total healthcare costs compared to the CS cohort (-$2,910 dollars [95% CI: -$4,485, $-1,335]). The same trend was observed for the SW cohort, although the estimate was not statistically significant (-$5,312 [95%CI: -$11,067, $442], p = 0.08).
This study demonstrated the feasibility of using administrative claims to conduct real-world evidence studies on the harm-reduction potential of non-combustible tobacco products and found evidence suggesting reductions in direct healthcare costs after quitting tobacco or switching to smokeless tobacco among patients with COPD. Based on the learnings and limitations identified during the study, we propose concrete recommendations to improve future observational studies by integrating additional real-world healthcare data from multiple data sources.
评估从吸烟转向非燃烧烟草制品对健康的潜在影响,对公共卫生和监管决策具有重要意义。强有力的流行病学证据需要对大量个体进行长期随访。源自健康记录的真实世界证据有可能在过渡期间填补这一空白。据我们所知,这是第一项使用个体层面医疗保健索赔数据来评估从吸烟转向无烟烟草对短期直接医疗保健成本潜在影响的研究。
我们使用MarketScan数据库对基线时吸烟的成年男性慢性阻塞性肺疾病(COPD)患者进行了一项回顾性队列研究。我们使用具有平均边际效应的非线性差异模型,比较了三个队列在索引日期之前(基线)和之后(随访)的12个月期间直接医疗保健成本的变化:持续吸烟(CS)、完全戒烟(QT)或转向无烟烟草(SW)。
共纳入23427例COPD患者(CS:11167例;QT:12013例;SW:247例)。在基线时,QT队列的总平均医疗保健成本最高(43771美元),其次是SW队列(38419美元)和CS队列(27149美元)。未经调整的差异模型显示,将QT或SW队列与CS队列比较时,总医疗保健成本变化无统计学显著差异(QT队列:-1532美元[95%CI:-3671美元,608美元];SW队列:-452美元[95%CI:-15415美元,14511美元])。在调整了Deyo-Charlson合并症指数和COPD加重因素后,假设患者有两种合并症和加重情况,与CS队列相比,QT队列的总医疗保健成本降低幅度更大(-2910美元[95%CI:-4485美元,-1335美元])。SW队列也观察到相同趋势,尽管估计值无统计学显著性(-5312美元[95%CI:-11067美元,442美元],p=0.08)。
本研究证明了使用行政索赔进行关于非燃烧烟草制品降低危害潜力的真实世界证据研究的可行性,并发现有证据表明COPD患者戒烟或转向无烟烟草后直接医疗保健成本有所降低。基于研究过程中发现的经验和局限性,我们提出了具体建议,通过整合来自多个数据源的额外真实世界医疗保健数据来改进未来的观察性研究。