: Interpretation bias tasks such as word association tests have shown a moderate relation with substance use, but most studies have been conducted in nonclinical samples and these tasks are difficult to rate. : To provide: (1) reliability evidence of the Word Association Task for Drug Use Disorder (WAT-DUD), a novel and easy-to-rate instrument for measuring interpretation bias and (2) validity evidence based on the relationship between the WAT-DUD and variables associated with patterns of drug use and treatment outcomes. : 186 patients (67 outpatients and 119 inpatients, 90% males) participated in the study. The task consisted of a simultaneous conditional discrimination where an image (either explicit or ambiguous) was the sample and two words (drug-related or not) served as comparison stimuli. The Substance Dependence Severity Scale, the Cocaine Craving Questionnaire-Now, and the Multidimensional Craving Scale were also used. : The ambiguous images items showed adequate reliability in terms of internal consistency (α = .80) and test-retest reliability (79.7% on average). The interpretation of images as drug-related was positively correlated with craving for cocaine ( = .20; = .029), alcohol ( = .30; = . 01), and alcohol withdrawal ( = .31; = .01) along with severity of alcohol dependence ( = .23; = .04). No relationship was found with the severity of cocaine dependence, or its symptoms of abstinence. : WAT-DUD shows psychometric properties that support its use in research contexts, although more research is needed for its use in the clinical setting.

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