Table 1 Data collection setting of prior datasets on distracted driving.

From: A Dataset on Takeover during Distracted L2 Automated Driving

Dataset

Participant Overall (M/F)

DAL

App

TP

Primary task

Secondary task

Reference

Naturalistic

PPB-Emo23

40 (31/9)

0

S

X

MD

 

watching clips

DAD24

31

0

S

X

MD

 

drinking, etc.

NeuroIV25

30 (27/3)

0

C

X

MD

 

hand gestures

DMD26

37 (27/10)

0

C, S

X

MD

 

drinking, etc.

C42CN27

68 (35/33)

0

S

X

MD

mathematical and emotional question

texting

DDD28

36 (18/18)

0

S

X

MD

talking, looking at both sides, laughing

 

Fridman et al.68

50

0

C

X

MD

 

selecting phone number, etc.

MPDB29

35 (24/9)

0

S

X

MD

  

ADABase31

51 (27/24)

2

S

X

MO

n-back

adding songs to a playlist

manD 1.030

50 (25/25)

0–3

S

O

MD, MO, T

n-back, digit span

video game

TD2D (Ours)32

50 (25/25)

2

S

O

MO, T

n-back

auditory texting, texting, etc.

  1. DAL = driving automation level, App = apparatus, TP = takeover performance S = simulator, C = car, MD = manual driving, MO = monitoring, T = takeover.