Seuring Till, Archangelidi Olga, Suhrcke Marc
Health Economics Group, Norwich Medical School, University of East Anglia, Norwich, UK,
Pharmacoeconomics. 2015 Aug;33(8):811-31. doi: 10.1007/s40273-015-0268-9.
There has been a widely documented and recognized increase in diabetes prevalence, not only in high-income countries (HICs) but also in low- and middle-income countries (LMICs), over recent decades. The economic burden associated with diabetes, especially in LMICs, is less clear.
We provide a systematic review of the global evidence on the costs of type 2 diabetes. Our review seeks to update and considerably expand the previous major review of the costs of diabetes by capturing the evidence on overall, direct and indirect costs of type 2 diabetes worldwide that has been published since 2001. In addition, we include a body of economic evidence that has hitherto been distinct from the cost-of-illness (COI) work, i.e. studies on the labour market impact of diabetes.
We searched PubMed, EMBASE, EconLit and IBSS (without language restrictions) for studies assessing the economic burden of type 2 diabetes published from January 2001 to October 2014. Costs reported in the included studies were converted to international dollars ($) adjusted for 2011 values. Alongside the narrative synthesis and methodological review of the studies, we conduct an exploratory linear regression analysis, examining the factors behind the considerable heterogeneity in existing cost estimates between and within countries.
We identified 86 COI and 23 labour market studies. COI studies varied considerably both in methods and in cost estimates, with most studies not using a control group, though the use of either regression analysis or matching has increased. Direct costs were generally found to be higher than indirect costs. Direct costs ranged from $242 for a study on out-of-pocket expenditures in Mexico to $11,917 for a study on the cost of diabetes in the USA, while indirect costs ranged from $45 for Pakistan to $16,914 for the Bahamas. In LMICs-in stark contrast to HICs-a substantial part of the cost burden was attributed to patients via out-of-pocket treatment costs. Our regression analysis revealed that direct diabetes costs are closely and positively associated with a country's gross domestic product (GDP) per capita, and that the USA stood out as having particularly high costs, even after controlling for GDP per capita. Studies on the labour market impact of diabetes were almost exclusively confined to HICs and found strong adverse effects, particularly for male employment chances. Many of these studies also took into account the possible endogeneity of diabetes, which was not the case for COI studies.
The reviewed studies indicate a large economic burden of diabetes, most directly affecting patients in LMICs. The magnitude of the cost estimates differs considerably between and within countries, calling for the contextualization of the study results. Scope remains large for adding to the evidence base on labour market effects of diabetes in LMICs. Further, there is a need for future COI studies to incorporate more advanced statistical methods in their analysis to account for possible biases in the estimated costs.
近几十年来,糖尿病患病率呈上升趋势,这在高收入国家(HICs)和低收入及中等收入国家(LMICs)都有广泛记录和认可。与糖尿病相关的经济负担,尤其是在低收入及中等收入国家,尚不太明确。
我们对全球2型糖尿病成本的证据进行了系统综述。我们的综述旨在更新并大幅扩展之前对糖尿病成本的主要综述,通过收集2001年以来全球范围内已发表的关于2型糖尿病总体、直接和间接成本的证据。此外,我们纳入了一系列迄今与疾病成本(COI)研究不同的经济证据,即关于糖尿病对劳动力市场影响的研究。
我们检索了PubMed、EMBASE、EconLit和IBSS(无语言限制),以查找2001年1月至2014年10月期间发表的评估2型糖尿病经济负担的研究。纳入研究中报告的成本被转换为经2011年价值调整的国际美元($)。除了对研究进行叙述性综合和方法学综述外,我们还进行了探索性线性回归分析,研究国家之间和国家内部现有成本估计存在巨大异质性的背后因素。
我们确定了86项疾病成本研究和23项劳动力市场研究。疾病成本研究在方法和成本估计方面差异很大,大多数研究未使用对照组,不过回归分析或匹配法的使用有所增加。通常发现直接成本高于间接成本。直接成本范围从墨西哥一项关于自付费用的研究中的242美元到美国一项关于糖尿病成本的研究中的11,917美元,而间接成本范围从巴基斯坦的45美元到巴哈马的16,914美元。与高收入国家形成鲜明对比的是,在低收入及中等收入国家,很大一部分成本负担通过患者自付治疗费用由患者承担。我们的回归分析表明,糖尿病直接成本与一个国家的人均国内生产总值(GDP)密切正相关,而且即使在控制了人均GDP之后,美国的成本也特别高。关于糖尿病对劳动力市场影响的研究几乎完全局限于高收入国家,并发现了强烈的负面影响,尤其是对男性就业机会。这些研究中的许多还考虑了糖尿病可能的内生性,而疾病成本研究则并非如此。
综述研究表明糖尿病存在巨大经济负担,对低收入及中等收入国家的患者影响最为直接。成本估计的规模在国家之间和国家内部差异很大,这就要求研究结果要结合具体情况。在低收入及中等收入国家增加糖尿病对劳动力市场影响的证据基础的空间仍然很大。此外,未来的疾病成本研究需要在分析中纳入更先进的统计方法,以考虑估计成本中可能存在的偏差。