Donat D C, Walters J, Hume A
Western State Hospital, Staunton, VA 24401-1405.
J Pers Assess. 1991 Oct;57(2):335-44. doi: 10.1207/s15327752jpa5702_11.
Recent cluster analytic research with alcoholic inpatients has demonstrated the existence of several Millon Clinical Multiaxial Inventory (MCMI) clusters that appear to be consistent across different subject samples. The validity of these data would be strengthened by a statistical demonstration of the similarity of attained clusters across studies--a demonstration of concordance of subject classification across different clustering techniques on the same data set- and the inclusion of external, independent measures against which to evaluate the predictive validity of the cluster typology. We found a high level of concordance in subject classification across different clustering methods on the same data set and a high level of agreement with cluster typologies attained in previous studies. Subsequent multivariate analyses employing independent scales measuring various aspects of alcohol use confirmed differences among cluster members on perceived benefits of alcohol use and deleterious effects of alcohol use. The prominent differences in alcohol use along with a rationale for their development are discussed.
近期针对酒精成瘾住院患者的聚类分析研究表明,存在几个米隆临床多轴量表(MCMI)聚类,这些聚类在不同的受试者样本中似乎是一致的。通过统计证明不同研究中所获得聚类的相似性——即证明在同一数据集上不同聚类技术的受试者分类的一致性——以及纳入外部独立测量指标以评估聚类类型学的预测效度,这些数据的有效性将得到加强。我们发现,在同一数据集上,不同聚类方法的受试者分类具有高度一致性,并且与先前研究中获得的聚类类型高度一致。随后采用独立量表测量酒精使用各个方面的多变量分析证实了聚类成员在酒精使用的感知益处和有害影响方面存在差异。文中讨论了酒精使用方面的显著差异及其形成的原理。