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The Revised Paranormal Belief Scale (RPBS) is the most widely-used tool for measuring beliefs in paranormal phenomena, although it is not free from criticism. Lindeman and Aarnio (2006) proposed an extended version of the RPBS with some improvements and a second-order hierarchical model to explain the structure of the scale. Our objective was to analyze the goodness of fit of the model and measurement invariance by sex in a Spanish sample. A sample of 6,584 participants completed the extended RPBS. After reversed items were removed, the model demonstrated an adequate fit, significant factor loadings and invariance between sexes. The results suggest the possibility of generalizing the RPBS to other cultures. Nonetheless, further research is needed to agree a precise definition of the concept of paranormal beliefs.