@incollection{ErnhardtDrummvanGogetal.2019,
  author    = {Ernhardt, Selina and Drumm, Christian and van Gog, Tamara and Brand-Gruwel, Saskia and Jarodzka, Halszka},
  title     = {Through the eyes of a programmer : a research project on how to foster programming education with eye-tracking technology},
  series = {Tagungsband zur 32. AKWI-Jahrestagung vom 15.09.2019 bis 18.09.2019 an der Fachhochschule f{\"u}r Angewandte Wissenschaften Aachen},
  booktitle = {Tagungsband zur 32. AKWI-Jahrestagung vom 15.09.2019 bis 18.09.2019 an der Fachhochschule f{\"u}r Angewandte Wissenschaften Aachen},
  publisher = {Mana-Buch},
  address   = {Heide},
  isbn      = {978-3-944330-62-4},
  pages     = {42 -- 47},
  year      = {2019},
  language  = {en}
}
@article{EmhardtJarodzkaBrandGruweletal.2020,
  author    = {Emhardt, Selina and Jarodzka, Halszka and Brand-Gruwel, Saskia and Drumm, Christian and Gog, Tamara van},
  title     = {Introducing eye movement modeling examples for programming education and the role of teacher's didactic guidance},
  series = {ETRA '20 Short Papers: ACM Symposium on Eye Tracking Research and Applications},
  journal   = {ETRA '20 Short Papers: ACM Symposium on Eye Tracking Research and Applications},
  number    = {Art. 52},
  publisher = {ACM},
  address   = {New York},
  doi       = {10.1145/3379156.3391978},
  pages     = {1 -- 4},
  year      = {2020},
  abstract  = {In this article, we introduce how eye-tracking technology might become a promising tool to teach programming skills, such as debugging with 'Eye Movement Modeling Examples' (EMME). EMME are tutorial videos that visualize an expert's (e.g., a programming teacher's) eye movements during task performance to guide students' attention, e.g., as a moving dot or circle. We first introduce the general idea behind the EMME method and present studies that showed first promising results regarding the benefits of EMME to support programming education. However, we argue that the instructional design of EMME varies notably across them, as evidence-based guidelines on how to create effective EMME are often lacking. As an example, we present our ongoing research on the effects of different ways to instruct the EMME model prior to video creation. Finally, we highlight open questions for future investigations that could help improving the design of EMME for (programming) education.},
  language  = {en}
}
@article{EmhardtJarodzkaBrandGruweletal.2022,
  author    = {Emhardt, Selina N. and Jarodzka, Halszka and Brand-Gruwel, Saskia and Drumm, Christian and Niehorster, Diederick C. and van Gog, Tamara},
  title     = {What is my teacher talking about? Effects of displaying the teacher's gaze and mouse cursor cues in video lectures on students' learning},
  series = {Journal of Cognitive Psychology},
  journal   = {Journal of Cognitive Psychology},
  publisher = {Routledge, Taylor \& Francis Group},
  address   = {Abingdon},
  issn      = {2044-5911},
  doi       = {10.1080/20445911.2022.2080831},
  pages     = {1 -- 19},
  year      = {2022},
  abstract  = {Eye movement modelling examples (EMME) are instructional videos that display a teacher's eye movements as "gaze cursor" (e.g. a moving dot) superimposed on the learning task. This study investigated if previous findings on the beneficial effects of EMME would extend to online lecture videos and compared the effects of displaying the teacher's gaze cursor with displaying the more traditional mouse cursor as a tool to guide learners' attention. Novices (N = 124) studied a pre-recorded video lecture on how to model business processes in a 2 (mouse cursor absent/present) × 2 (gaze cursor absent/present) between-subjects design. Unexpectedly, we did not find significant effects of the presence of gaze or mouse cursors on mental effort and learning. However, participants who watched videos with the gaze cursor found it easier to follow the teacher. Overall, participants responded positively to the gaze cursor, especially when the mouse cursor was not displayed in the video.},
  language  = {en}
}