Assessing healthcare cost changes associated with transitioning away from cigarette smoking using healthcare claims data: an exploratory study among adult male patients with COPD.

IF 4 2区 社会学 Q1 SUBSTANCE ABUSE
Mingda Zhang, Hui G Cheng, Brendan Noggle, Jud C Janak, Megan Richards, David Smith
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引用次数: 0

Abstract

Background: 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.

Methods: 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.

Results: 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).

Conclusions: 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.

利用医疗索赔数据评估与戒烟相关的医疗成本变化:一项针对成年男性COPD患者的探索性研究
背景:评估从吸烟转向不燃烟草制品的潜在健康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。来自健康记录的真实证据有可能帮助填补这一空白。据我们所知,这是首次使用个人层面的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的潜在影响的研究。方法:我们使用MarketScan®数据库对基线吸烟的成年男性COPD患者进行了回顾性队列研究。我们使用具有平均边际效应的非线性差异中差模型,比较了三个队列:继续吸烟(CS)、完全戒烟(QT)或改用无烟烟草(SW)之前(基线)和之后(随访)12个月期间的直接医疗成本变化。结果:共纳入23,427例COPD患者(CS: 11,167;QT: 12013;西南:247)。在基线时,QT队列的总平均医疗费用最高(43,771美元),其次是SW(38,419美元)和CS(27,149美元)。未调整的差异中差异模型显示,QT或SW队列与CS队列相比,总医疗成本变化没有统计学上的显著差异(QT队列为- 1,532美元[95% CI: - 3,671美元,608美元],SW队列为- 452美元[95% CI: - 15,415美元,14,511美元])。在调整dejo - charlson合并症指数和COPD加重后,假设患者有两种合并症和加重,QT组比CS组在总医疗费用上有更大的降低(- 2,910美元[95% CI: - 4,485美元,-1,335美元])。在SW队列中也观察到同样的趋势,尽管估计没有统计学意义(- 5,312美元[95%CI: - 11,067美元,442美元],p = 0.08)。结论:本研究证明了利用行政索赔对不燃烟草制品的危害降低潜力进行真实证据研究的可行性,并发现证据表明COPD患者戒烟或改用无烟烟草后直接医疗成本降低。基于在研究过程中发现的经验教训和局限性,我们提出了具体建议,通过整合来自多个数据源的其他真实世界医疗保健数据来改进未来的观察性研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Harm Reduction Journal
Harm Reduction Journal Medicine-Public Health, Environmental and Occupational Health
CiteScore
5.90
自引率
9.10%
发文量
126
审稿时长
26 weeks
期刊介绍: Harm Reduction Journal is an Open Access, peer-reviewed, online journal whose focus is on the prevalent patterns of psychoactive drug use, the public policies meant to control them, and the search for effective methods of reducing the adverse medical, public health, and social consequences associated with both drugs and drug policies. We define "harm reduction" as "policies and programs which aim to reduce the health, social, and economic costs of legal and illegal psychoactive drug use without necessarily reducing drug consumption". We are especially interested in studies of the evolving patterns of drug use around the world, their implications for the spread of HIV/AIDS and other blood-borne pathogens.
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