1. Lijiang Shen and James Price Dillard are professors at the Department of Communication Arts & Sciences, Pennsylvania State University.Lulu Peng is a post-doc researcher at the Journalism and Communication School, Huazhong University of Science and Technology. None of the authors have any ties with or any financial interest in Noldus, the manufacturer of the software assessed in this study