Many psychometric instruments assessing the risk of developing various behavioral addictions have been developed over the past decade based upon Griffiths’ (2005) ‘components model of addiction’. This paper briefly examines the evolution of the components model and argues that some of the components are not “peripheral” to addiction (as some have argued) but that the problem lies in the operationalization of some of these components in many psychometric instruments (because items in such instruments do not necessarily include negative wordings in operationalizing the components). The paper also argues that the confirmatory approach for identifying those at risk of behavioral addictions (i.e., classifying behaviors on the basis of criteria of substance use disorders or behavioral addictions such as gambling disorder) is the best way to unify to the behavioral addiction field rather than bespoke idiosyncratic criteria.