School of Medicine and Population Health, University of Sheffield, Sheffield, UK.
BMC Public Health. 2024 Feb 12;24(1):434. doi: 10.1186/s12889-024-17816-3.
Problem gambling can lead to health-related harms, such as poor mental health and suicide. In the UK there is interest in introducing guidance around effective and cost-effective interventions to prevent harm from gambling. There are no estimates of the health state utilities associated with problem gambling severity from the general population in the UK. These are required to determine the cost-effectiveness of interventions. This study aims to use an indirect elicitation method to estimate health state utilities, using the EQ-5D, for various levels of problem gambling and gambling-related harm.
We used the Health Survey for England to estimate EQ-5D-derived health state utilities associated with the different categories of the Problem Gambling Severity Index (PGSI), PGSI score and a 7-item PGSI-derived harms variable. Propensity score matching was used to create a matched dataset with respect to risk factors for problem gambling and regression models were used to estimate the EQ-5D-derived utility score and the EQ-5D domain score whilst controlling for key comorbidities. Further exploratory analysis was performed to look at the relationship between problem gambling and the individual domains of the EQ-5D.
We did not find any significant attributable decrements to health state utility for any of the PGSI variables (categories, score and 7-item PGSI derived harms variable) when key comorbidities were controlled for. However, we did find a significant association between the 7-item PGSI derived harms variable and having a higher score (worse health) in the anxiety/depression domain of the EQ-5D, when comorbidities were controlled for.
This study found no significant association between problem gambling severity and HRQoL measured by the EQ-5D when controlling for comorbidities. There might be several reasons for this including that this might reflect the true relationship between problem gambling and HRQoL, the sample size in this study was insufficient to detect a significant association, the PGSI is insufficient for measuring gambling harm, or the EQ-5D is not sensitive enough to detect the changes in HRQoL caused by gambling. Further research into each of these possibilities is needed to understand more about the relationship between problem gambling severity and HRQoL.
赌博问题可能导致与健康相关的危害,如心理健康不佳和自杀。在英国,人们对引入关于预防赌博危害的有效和具有成本效益的干预措施的指导很感兴趣。目前还没有英国普通人群中与赌博问题严重程度相关的健康状态效用估计值。这些估计值是确定干预措施成本效益的必要条件。本研究旨在使用间接 elicitation 方法来估计与不同程度的赌博问题和与赌博相关的危害相关的健康状态效用,使用 EQ-5D。
我们使用英格兰健康调查来估计与问题赌博严重程度指数(PGSI)的不同类别、PGSI 评分和 7 项 PGSI 衍生危害变量相关的 EQ-5D 衍生健康状态效用。采用倾向评分匹配创建一个与赌博问题风险因素相关的匹配数据集,并使用回归模型估计 EQ-5D 衍生效用评分和 EQ-5D 域评分,同时控制主要合并症。进一步进行了探索性分析,以研究赌博问题与 EQ-5D 各个域之间的关系。
在控制主要合并症后,我们没有发现任何与 PGSI 变量(类别、评分和 7 项 PGSI 衍生危害变量)相关的健康状态效用的显著归因下降。然而,我们确实发现,在控制合并症后,7 项 PGSI 衍生危害变量与 EQ-5D 的焦虑/抑郁域的较高评分(更差的健康)之间存在显著关联。
本研究发现,在控制合并症后,赌博问题严重程度与 EQ-5D 测量的 HRQoL 之间没有显著关联。造成这种情况的原因可能有几个,包括这可能反映了赌博问题和 HRQoL 之间的真实关系、本研究的样本量不足以检测到显著关联、PGSI 不足以衡量赌博危害,或者 EQ-5D 不够敏感无法检测到赌博引起的 HRQoL 变化。需要进一步研究这些可能性中的每一个,以更深入地了解赌博问题严重程度与 HRQoL 之间的关系。