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Using screening data from a clinical trial, we explored which characteristics that spider\u2010fearful individuals (<jats:italic>n<\/jats:italic>\u00a0=\u00a0194) rated as having the greatest impact on fear, used factor analysis to group specific characteristics, and explored linear associations with self\u2010reported phobia symptoms. Second, a guided text\u2010mining approach was used to extract the most common words in free\u2010text responses to the question: \u201cWhat is it about spiders that you find frightening?\u201d Both analysis types suggested that movement\u2010related characteristics of spiders were the most important, followed by appearance characteristics. There were, however, no linear associations with degree of phobia symptoms. Our findings reveal the importance of targeting movement\u2010related fears in in\u2010vivo exposure therapy for spider phobia and using realistically animated spider stimuli in computer\u2010based experimental paradigms and clinical interventions such as Virtual Reality exposure therapy.<\/jats:p>","DOI":"10.1111\/sjop.12508","type":"journal-article","created":{"date-parts":[[2018,12,17]],"date-time":"2018-12-17T12:18:55Z","timestamp":1545049135000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["What is so frightening about spiders? 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