Markov Models for Cost-Effectiveness Analysis of Knee Arthroscopy: A Systematic Review

BS M. Bryant Transtrum, MD Benjamin Childs, MD Christopher Bacak, MD Alexis Sandler, MD John Scanaliato, MD Nata Parnes
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Abstract

OBJECTIVES: The purpose of this study is to review the existing literature on the cost-effectiveness of knee arthroscopy procedures with the objective of assessing the variability in assumptions, methodologies and results across different Markov analyses. DESIGN: Systematic review of study designs involving a Markov model or probabilistic cost-effectiveness analysis specific to knee arthroscopy. MAIN OUTCOME MEASURES: Main outcome measures comprised estimates of cost-effectiveness, including incremental cost-effectiveness ratio (ICER) comparisons and cost per quality-adjusted life year (QALY) ratios. RESULTS: The initial search identified 474 studies, with 7 articles meeting the inclusion criteria after screening and review. The included studies exhibited heterogeneity in participant demographic, design, interventions, and outcomes. The majority of studies reported superior cost-effectiveness in favor of meniscus repair and against meniscectomy. Additional analyses included evidence favoring diagnostic needle arthroscopy to MRI; early drilling of osteochondral defects to nonoperative management; and early intervention to delayed treatment. CONCLUSION: This review demonstrated substantial variability in estimates of cost-effectiveness, methodologies, and outcomes within the literature on knee arthroscopy procedures. Despite the heterogeneity, several trends emerged indicating favorable cost-effectiveness for several arthroscopic procedures for knee pathology. However, disparities in methodology and the lack of standardized reporting guidelines pose limitations to generalization of these interpretations. Future research should focus on standardized methodologies and reporting, as well as long-term clinical and economical studies. This review underscores the need for larger data sets for assumptions made in Markov models used in assessing the cost-effectiveness of knee arthroscopy procedures. LEVEL OF EVIDENCE: IV; systematic review of level IV or higher evidence
用于膝关节镜成本效益分析的马尔可夫模型:系统回顾
研究目的本研究旨在回顾膝关节镜手术成本效益方面的现有文献,目的是评估不同马尔可夫分析在假设、方法和结果方面的差异性。 设计:对涉及马尔可夫模型或概率成本效益分析的研究设计进行系统性回顾,具体针对膝关节镜手术。 主要结果测量:主要结果指标包括成本效益估计值,包括增量成本效益比 (ICER) 比较和每质量调整生命年 (QALY) 成本比。 结果:初步检索发现了 474 项研究,经过筛选和审查,有 7 篇文章符合纳入标准。纳入的研究在受试者人口统计学、设计、干预措施和结果等方面表现出异质性。大多数研究报告显示,半月板修复术的成本效益优于半月板切除术。其他分析包括诊断性针关节镜检查优于磁共振成像检查;早期钻孔治疗骨软骨缺损优于非手术治疗;早期干预优于延迟治疗。 结论:本综述显示,膝关节镜手术的成本效益估计、方法和结果在文献中存在很大差异。尽管存在异质性,但一些趋势表明,针对膝关节病变的几种关节镜手术具有良好的成本效益。然而,方法上的差异和标准化报告指南的缺乏限制了这些解释的推广。未来的研究应侧重于标准化的方法和报告,以及长期的临床和经济研究。本综述强调,在评估膝关节镜手术的成本效益时,马尔可夫模型中的假设需要更大的数据集。 证据级别:IV级;IV级或更高级别证据的系统综述
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