The effect of emotion in thumbnails and titles of video clips on pre-roll advertising effectiveness

•The surrounding elements of video clips affect pre-roll advertising effectiveness.•Negative valence of thumbnail images decreases pre-roll advertising effectiveness.•Negative valence of title texts increases pre-roll advertising effectiveness.•Emoticons moderate the effects of thumbnail images and title texts.•Machine learning-based and lexicon-based techniques are adopted.