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Miscellaneous notes

One issue we had to address in the study was the difference in reading and comprehension time between students. From preliminary trials it became clear that, on the one hand, if the presentations appeared too rapidly the identification task deteriorated into simply a reading task, with the component we were attempting to isolate driven largely by ``rapid guessing.'' On the other hand, if we paused for too long a period between presentations, while this clearly helped some of the students, others soon became bored and inattentive (but strikingly less so when presentations included music - see below). It is our best guess that the compromise reached still caused confusion and pure guesswork for some responses in the slower-reading students (confusion which would not be present had we given them more time), and inattention in some of the faster students.

In an attempt to reduce the burden placed on students to recall, and manipulate, the different interpretations listed on the answer sheet, we found it expedient to use emotion-category labels. In trials this appeared to give us the best balance between, on the one hand, reduction in range of scenario identification and comprehension times between the fastest and slowest readers, and on the other hand truest matching of emotion content in each interpretation. Ideally we would have preferred to have left the labels out altogether, instead including the specific emotion category label in the text itself (as done in the Catapia examples).

In one session with the one-part Catapia scenario (see below), we sought to show differences in comprehension with music when the presentations were presented rapidly, thus putting the majority of the students under duress. The hypothesis was that music might allow them to rapidly make an improved guess at the emotional content when snap judgments were required. We did not show any significant results. Our assessment is that this was because the task was simply too difficult and that such an exercise would have to be carefully controlled for reading speed, and ethnic/age differences (regarding the music selections) or else designed differently.

The different numbers of interpretations for the various scenarios arose because certain ambiguous sentences had a greater number of plausible interpretations than others. Additionally, scenarios that had more than four each of positive and negative interpretations were segregated into positive and negative content because trials showed that valence could be relatively easily discriminated by the subjects. The smaller, more similar, groupings were preferred because these created an optimal balance between the burden placed on the subjects to read, and comprehend, the different interpretations in the limited amount of time (a burden we sought to reduce), and the difficulty of discriminating subtle differences between similar emotion categories (a difficulty we sought to increase).

While it does not appear in the statistics, one striking anecdotal feature of the study was the change in the testing atmosphere when music was used as part of the presentations. Without the music subjects tended to be quiet, reserved, studious. With music the subjects became animated, laughed, made surreptitious comments (although not in ways deemed damaging to the study), and generally responded with vigor to the displays, as though they were more personal.

A follow-up study measuring the effects of music on (1) learning emotion cues of the emotion presentations, and (2) postponing fatigue when interacting with such agents might well show results.


next up previous
Next: A low-bandwidth approach suitable Up: Hunting for the Holy Previous: Discussion

Clark Elliott
Fri Feb 28 20:34:25 EST 1997