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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
Did That Help? Harnessing Natural Language Processing To Uncover Characteristics Of Peer Feedback And Their Impacts On Teamwork-Skills Learning., Annamaria V. Wolf
Did That Help? Harnessing Natural Language Processing To Uncover Characteristics Of Peer Feedback And Their Impacts On Teamwork-Skills Learning., Annamaria V. Wolf
All Dissertations
Peer Evaluation Systems (PESs) allow members of student teams to provide one another with computer-mediated feedback in the form of qualitative, open-ended comments. The current research leverages unsupervised Natural Language Processing (NLP), namely Biterm Topic Modeling (BTM) and sentiment analysis, to uncover latent topics and degree of positivity and negativity expressed in peer feedback, respectively. BTM results revealed a 6-topic model that was reliably replicated over 10 Gibbs initializations 80% of the time. Topics were labeled Timely Communication, Idea Generation, Coordination & Adaptation, Work Quality, Team Support & Focusing, and Work Accountability. Qualitative comparison suggests that these topics demonstrate …
Effects Of Practice And Feedback On Interview Performance, Kate Williams
Effects Of Practice And Feedback On Interview Performance, Kate Williams
All Theses
Performing well in an interview is of crucial importance to a job seeker. While much advice and training exists regarding interview performance, little is known about what parts of training successfully improve interview skills. This study proposes the following research question: does interview performance improve with practice alone or is some type of feedback required? Participants were split into four treatment groups that either 1) did not practice an interview, 2) practiced an interview, 3) practiced an interview and generated their own self-feedback or 4) practiced an interview and received feedback from a counselor. The study isolates the effects of …