Archive for category Zheng Wang
Most have heard the warnings that multi-tasking is inefficient, ineffective and may be dangerous, then go ahead and do it anyway.
A new study qualifies the general disclaimers that some types of multi-tasking are more dangerous than others.
For example, trying to do two visual tasks at once hurt performance in both tasks significantly more than combining a visual and an audio task, the research found.
Researchers also discovered that people who tried to do two visual tasks at the same time rated their performance as better than did those who combined a visual and an audio task — even though their actual performance was worse.
“Many people have this overconfidence in how well they can multitask, and our study shows that this particularly is the case when they combine two visual tasks,” said Zheng Wang, lead author of the study.
“People’s perception about how well they’re doing doesn’t match up with how they actually perform.”
The study appears in a recent issue of the journal Computers in Human Behavior.
Researchers used eye-tracking technology to show that people’s gaze moved around much more when they had two visual tasks compared to a visual and an audio task. Additionally, they spent much less time fixated on any one task.
That suggests distracted visual attention, Wang said.
In the study, participants who were performing two visual tasks were asked to complete a pattern-matching puzzle on a computer screen while giving walking directions to another person using instant messaging (IM) software.
Those who combined a visual and an audio task tried to complete the same pattern-matching task on the screen while giving voice directions using audio chat.
The two multitasking scenarios used in this study can be compared to those drivers may face, Wang said.
People who try to text while they are driving are combining two mostly visual tasks, she said. People who talk on a phone while driving are combining a visual and an audio task.
“They’re both dangerous, but as both our behavioral performance data and eyetracking data suggest, texting is more dangerous to do while driving than talking on a phone, which is not a surprise,” Wang said.
“But what is surprising is that our results also suggest that people may perceive that texting is not more dangerous – they may think they can do a good job at two visual tasks at one time.”
In the study 32 college students sat at computer screens and were asked to complete a matching task in which they saw two grids on the screen, each with nine cells containing random letters or numbers.
They had to determine, as quickly as possible, whether the two grids were a “match” or “mismatch” by clicking a button on the screen. They were told to complete as many trials as possible within two minutes.
After testing the participants on the matching task with no distractions, the researchers had the students repeat the matching task while giving walking directions to a fellow college student, “Jennifer,” who they were told needed to get to an important job interview.
Participants had to help “Jennifer” get to her interview within six minutes. In fact, “Jennifer” was a trained confederate experimenter. She has been trained to interact with participants in a realistic but scripted way to ensure the direction task was kept as similar as possible across all participants.
For this part of the task, half of the participants used instant messaging software (Google Chat) to type directions while the other half used voice chat (Google Talk with headphones and an attached microphone) to help “Jennifer” reach her destination.
Results showed that multitasking, of any kind, seriously hurt performance.
Researchers found that in the group that gave audio directions performance in visual pattern-matching dropped by 30 percent drop in visual pattern-matching performance.
Participants who used instant messaging did even worse — they had a 50 percent drop in pattern-matching performance.
Interestingly, although those who gave audio directions completed more steps in the directions task than did those who used IM, when asked to rate themselves, those that gave IM gave themselves higher ratings that those who used audio chat.
“They’re both dangerous, but as both our behavioral performance data and eyetracking data suggest, texting is more dangerous to do while driving than talking on a phone.”
“It may be that those using IM felt more in control because they could respond when they wanted without being hurried by a voice in their ears,” Wang said.
“Also, processing several streams of information in the visual channel may give people the illusion of efficiency. They may perceive visual tasks as relatively effortless, which may explain the tendency to combine tasks like driving and texting.”
Eye-tracking results from the study showed that people paid much less attention to the matching task when they were multitasking, Wang said. As expected, the results were worse for those who used IM than for those who used voice chat.
Overall, the percentage of eye fixations on the matching-task grids declined from 76 percent when that was the participants’ only task to 33 percent during multitasking.
Fixations on the grid task decreased by 53 percent for those using IM and a comparatively better 35 percent for those who used voice chat.
“When people are using IM, their visual attention is split much more than when they use voice chat,” she said.
These results suggest we need to teach media and multitasking literacy to young people before they start driving, Wang said.
“Our results suggest many people may believe they can effectively text and drive at the same time, and we need to make sure young people know that is not true.”
In addition, the findings show that technology companies need to be aware of how people respond to multitasking when they are designing products.
For example, these results suggest GPS voice guidance should be preferred over image guidance because people are more effective when they combine visual with aural tasks compared to two visual tasks.
“We need to design media environments that emphasize processing efficiency and activity safety. We can take advantage of the fact that we do better when we can use visual and audio components rather than two visual components,” Wang said.
Source: Ohio State University