TABLE 2.
Phase | Baseline | Comparison | Comparison | Comparison |
Condition | Communicator 1.2 (C1.2) | Communicator 2.5 (C2.5) | Shuffle Speller Eye Tracking (SSET) | Shuffle Speller SSVEP BCI (SSBCI) |
Independent variable state (typing system) | 3-step speller in Communicator 5 with standard Tobii eye tracking and 1.2-second dwell time | 3-step speller in Communicator 5 with standard Tobii eye tracking and 2.5-second dwell time | Shuffle Speller with modified eye tracking | Shuffle Speller with SSVEP BCI |
Primary dependent variable | Typing accuracy (% correct character selections/total selections) | Typing accuracy (% correct character selections/total selections) | Typing accuracy (% correct character selections/total selections) | Typing accuracy (% correct character selections/total selections) |
Additional dependent variables | Number of correct letter selections, correct backspace selections, and incorrect selections Characters per minute (total CPM, correct CPM for letters and backspace, correct CPM for letters only) User experience questionnaire responses |
Number of correct letter selections, correct backspace selections, and incorrect selections Characters per minute (total CPM, correct CPM for letters and backspace, correct CPM for letters only) User experience questionnaire responses |
Number of correct letter selections, correct backspace selections, and incorrect selections Characters per minute (total CPM, correct CPM for letters and backspace, correct CPM for letters only) User experience questionnaire responses |
Number of correct letter selections, correct backspace selections, and incorrect selections Characters per minute (total CPM, correct CPM for letters and backspace, correct CPM for letters only) User experience questionnaire responses SSVEP trial length |
Calibration task | Communicator 5 Gaze Interaction Calibration with 9 target locations | Communicator 5 Gaze Interaction Calibration with 9 target locations | EyeX calibration followed by SSET calibration (20 three-second trials of eye tracking data collected for each of four onscreen targets) | SSBCI calibration (20 six-second trials of SSVEP data collected for each of four LED panel targets positioned at edges of screen) |
Copy-spelling task | Copy five five-letter English words | Copy five five-letter English words | Copy five five-letter English words | Copy five five-letter English words |
Copy-spelling character selection | Participant selects a box by gazing steadily at it for 1.2 seconds. Each character selection requires three box selections (large group, small group, and individual character). | Participant selects a box by gazing steadily at it for 2.5 seconds. Each character selection requires three box selections (large group, small group, and individual character). | Participant selects a box by gazing at it for two seconds. Shuffle Speller queries the user as many times as necessary, rearranging the characters among boxes, until one character’s probability exceeds 85%. | Participant selects a box by gazing at the neighboring LED panel for the duration determined by the adaptive trial length feature. Shuffle Speller queries the user as many times as necessary, rearranging the characters among boxes, until one character’s probability exceeds 85%. |