James Richard J E, O'Malley Claire, Tunney Richard J
School of Psychology, University of Nottingham, University Park, Nottingham, NG7 2RD, UK.
School of Psychology, University of Nottingham Malaysia Campus, Jalan Broga, 43500, Semenyih, Selangor Darul Ehsan, Malaysia.
J Gambl Stud. 2016 Dec;32(4):1155-1173. doi: 10.1007/s10899-016-9592-z.
Analyses of disordered gambling assessment data have indicated that commonly used screens appear to measure latent categories. This stands in contrast to the oft-held assumption that problem gambling is at the extreme of a continuum. To explore this further, we report a series of latent class analyses of a number of prevalent problem gambling assessments (PGSI, SOGS, DSM-IV Pathological Gambling based assessments) in nationally representative British surveys between 1999 and 2012, analysing data from nearly fifty thousand individuals. The analyses converged on a three class model in which the classes differed by problem gambling severity. This identified an initial class of gamblers showing minimal problems, a additional class predominantly endorsing indicators of preoccupation and loss chasing, and a third endorsing a range of disordered gambling criteria. However, there was considerable evidence to suggest that classes of intermediate and high severity disordered gamblers differed systematically in their responses to items related to loss of control, and not simply on the most 'difficult' items. It appeared that these differences were similar between assessments. An important exception to this was one set of DSM-IV criteria based analyses using a specific cutoff, which was also used in an analysis that identified an increase in UK problem gambling prevalence between 2007 and 2010. The results suggest that disordered gambling has a mixed latent structure, and that present assessments of problem gambling appear to converge on a broadly similar construct.
对无序赌博评估数据的分析表明,常用的筛查似乎在测量潜在类别。这与人们通常持有的假设形成对比,即问题赌博处于连续体的极端。为了进一步探讨这一点,我们报告了一系列对1999年至2012年英国全国代表性调查中一些普遍的问题赌博评估(PGSI、SOGS、基于DSM-IV病理性赌博的评估)的潜在类别分析,分析了近五万人的数据。分析得出了一个三类模型,其中各类别在问题赌博严重程度上存在差异。这确定了一类最初的赌博者,他们表现出极少的问题,另一类主要认可专注和追损指标,第三类认可一系列无序赌博标准。然而,有大量证据表明,中度和高度严重程度的无序赌博者类别在对与失控相关项目的反应上存在系统性差异,而不仅仅是在最“困难”的项目上。这些差异在评估之间似乎是相似的。一个重要的例外是一组基于DSM-IV标准的分析,使用了特定的临界值,该临界值也用于一项确定2007年至2010年英国问题赌博患病率上升的分析中。结果表明,无序赌博具有混合的潜在结构,目前对问题赌博的评估似乎在一个大致相似的结构上趋于一致。