Table 1 Survey items and questions.
Latent variable | Observed variable | Number |
|---|---|---|
Distracted | When driving, I communicate and chat with the passengers | FX1 |
I once misjudged the distance between vehicles due to being distracted while driving, and had to immediately slow down | FX2 | |
When driving, I will "pass the time" by playing with my phone, listening to the radio, and enjoying the scenery outside | FX3 | |
Anxious | I feel nervous when driving | JL1 |
When driving, I always worry about hitting pedestrians or vehicles | JL2 | |
On the uncongested highway, I usually drive at or slightly below the speed limit | JL3 | |
Conservative | My driving behavior is based on the motto of "caution is better than sorry, safety is always better than regret" | BS1 |
I often understand the driving behaviors of other drivers and am always ready to respond to unexpected maneuvers by other drivers | BS2 | |
I prefer to keep a safe distance from the car in front and rarely overtake | BS3 | |
Adventurous | I will deliberately keep close to the vehicle ahead to prevent other drivers from cutting in | MX1 |
When the green light turns yellow, I will also drive straight through | MX2 | |
When there’s traffic congestion, I will choose other routes that allow for a faster journey | MX3 | |
Angry | When I feel dissatisfied, I will flash the lights or honk at other vehicles | FN1 |
I often feel displeased with the behavior of some drivers | FN2 | |
During rush hour, I often feel anxious and impatient | FN3 | |
Perceived usefulness | I believe that the ‘traffic light’ countdown can enhance my driving experience | GZYYX1 |
I believe the ‘traffic light’ countdown can promptly remind me to adjust my driving speed | GZYYX2 | |
When stuck in traffic, the countdown for ‘traffic lights’ can promptly alleviate my anxiety | GZYYX3 | |
The ‘traffic light’ countdown function helps me avoid the visual blind spot at intersections and save travel time | GZYYX4 | |
Perceived risk | I'm concerned that the data provided by the “traffic light” countdown is not accurate | GZFXX1 |
I am concerned about the legal liability issues arising from accidents caused by relying on the ‘traffic light’ countdown | GZFXX2 | |
I think focusing on the countdown of ‘traffic light’ while driving can distract my attention | GZFXX3 | |
I am concerned that the ‘green light countdown’ will prompt some drivers to accelerate and rush through the intersection ahead of time | GZFXX4 | |
Trust | I believe the ‘traffic light’ countdown function is reliable | XR1 |
Overall, I am willing to use the ‘traffic light’ countdown function | XR2 | |
I would recommend the ‘traffic light’ countdown feature to my relatives and friends | XR3 | |
Usage conditions | I tend to prefer using it after the ‘traffic light’ countdown function is implemented at all intersections | SYTJ1 |
I think the ‘traffic light’ countdown is very convenient to use | SYTJ2 | |
I prefer to use the ‘traffic light’ countdown function when I’m stuck in traffic and unfamiliar with the road conditions | SYTJ3 | |
Regarding the ‘traffic light’ countdown information reminder method, I prefer | SYTJ4 | |
Regarding the countdown information reminder content of ‘traffic lights’, I prefer | SYTJ5 | |
Behavioral intention | What is your opinion on the ‘traffic light’ countdown function in navigation? | XWYX1 |
Do you think the ‘traffic light’ countdown function in navigation is useful to society? | XWYX2 | |
How receptive are you to the ‘traffic light’ countdown function in navigation? | XWYX3 | |
What impact do you think the ‘traffic light’ countdown function in navigation will have on the existing traffic? | XWYX4 |