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Task Switching and
Visual Discrimination
in Pedestrian Mobile
Multitasking:
INFLUENCE OF IT MOBILE TASK TYPE
Pierre-Majorique Léger
Elise Labonté-Lemoyne
Marc Fredette
Ann-Frances Cameron
François Bellavance
Franco Lepore
Jocelyn Faubert
Elise Boissonneault
Audrey Murray
Shang-Lin Chen
Sylvain Sénécal
June 6th
, 2019, NeuroIS 2019, Vienna, Austria
L'humain
au centre
de la mobilité
intelligente
L'humain
au centre
de la mobilité
intelligente
31 mai 2019 | HEC Montréal
© Copyright Léger (2019)
Pierre-Majorique Léger, Ph.D.
Lab Serious games to learn
enterprise systems and
business analytics
https://www.researchgate.net/profile/Pierre-Majorique_Leger
NSERC-Prompt
Industrial Research Chair
in User Experience
Director ERPsim Lab
Co-direct0r Tech3Lab
pml@hec.ca
GRADUATE STUDIES
POST-DOCTORATE
LABORATORIES FINANCIAL SUPPORT
GUEST PROFESSOR
Powered by:
© Copyright Léger et Fredette (2019)
2019
50Scientific articles
and conference
proceedings
8Postdoc
researchers
5PhD Students
21Master
students
10summer
interns
420human subjects
20research
projects
Industrial research partners
from a wide range of industries
INSURANCE
ONLINE GROCERY
MEDIA
RAILWAYS
BANKING
AERONAUTICS
LOGISTICS
FINANCE
r partenaire de
PLUSIEURS BOURSES DE RECHERCHE
À TOUS LES NIVEAUX :
chaire_ux.hec.ca
INSCRIVEZ-VOUS COMME
PARTICIPANTS À NOS ÉTUDES :
panel.hec.ca
Organismes subventionnaires :
partenaire de
est fier partenaire de
PLUSIEURS BOURSES DE RECHERCHE
À TOUS LES NIVEAUX :
chaire_ux.hec.ca
INSCRIVEZ-VOUS COMME
PARTICIPANTS À NOS ÉTUDES :
panel.hec.ca
est fier partenaire de
Propulsé par : Organismes subventionnaires :
Texting while walking:
An expensive switch cost.
A SIGNIFICANT COGNITIVE EFFORT IS REQUIRED TO DIVIDE
OUR ATTENDING WHEN TEXTING WHILE WALKING. THE
MORE THE EFFORT, THE MORE THE ERROR.
https://www.sciencedirect.com/science/article/pii/S0001457519302908
Courtemanche, Francois, Elise Labonté-LeMoyne, Pierre-Majorique Léger, Marc
Fredette, Sylvain Senecal, Ann-Frances Cameron, Jocelyn Faubert, and François
Bellavance. “Texting while walking: an expensive switch cost.” Accident Analysis &
Prevention 127 (2019): 1-8.
RESEARCH TEAM:
Pierre-Majorique Léger, Ph.D. (PI)
Ann-Frances Cameron, Ph.D.
Francois Courtemanche, Ph.D.
Jocelyn Faubert,Ph.D.
Marc Fredette, Ph.D.
Elise Labonté-Lemoyne, Ph.D.
Franco Lepore, Ph.D.
Sylvain Sénécal, Ph.D.
Research questions
RESEARCH ON MOBILE MULTITASKING THUS FAR
ONLY FOCUSES ON A LIMITED NUMBER OF IT TASKS
THAT CAN BE PERFORMED WITH A SMARTPHONE:
TALKING, LISTENING TO MUSIC, AND TEXTING
Q1:
To what extent to which these results generalize to
other types of mobile multitasking behaviors such as
reading while walking and gaming while walking?
Q2:
To what extent motor movement through physical
space (i.e., walking vs. only standing) affects this
phenomena?
PHASE 1
STANDING
PHASE 2
WALKING
A Control (No task) X X
B Reading a document X
C Writing an email X
D Playing Tetris X X
E Group Texting X X
F Individual Texting X
Experimental design
2-FACTOR WITHIN-SUBJECT EXPERIMENT:
POSITION (STANDING VS WALKING)
AND TASK TYPE
Methodology
PHASE 1 STANDING:
30 subjects
(14 males, 16 females; ages 21-43,
M = 25.6 years, SD = 5.9 years)
PHASE 2 WALKING:
48 subjects (walking)
(20 males, 28 females; ages 18-46,
M=25.5 years, SD=5.5 years).
Counterbalanced
22 trials per condition
Counterbalanced
40 trials per condition
A
A
B
F
C
C
D
D
E
E
PHASE 1
PHASE 2
Methodology
PHASE 1 STANDING:
30 subjects
(14 males, 16 females; ages 21-43,
M = 25.6 years, SD = 5.9 years)
PHASE 2 WALKING:
48 subjects (walking)
(20 males, 28 females; ages 18-46,
M=25.5 years, SD=5.5 years).
or
x40
1000 ms
+/- 500 ms
left right
4 m from participants
Height of 1.80 m
Instrumentation
and Measures
▪▪ Smart phone : iPhone 6s (Apple, USA)
▪▪ EEG: 32 Ag-AgCl preamplified electrodes mounted
on the actiCap and with a brainAmp amplifier
(Brainvision, Morrisville)
▪▪ Threadmill : iMovR’s ThermoTread GT (iMovR, USA)
▪▪ Projector : 1280 x 1024 pixels using a projector
(ViewSonic, Brea, California, United States)
▪▪ Analysis : EEGLAB (San Diego, USA) and Brainvision
(Morrisville, USA)
TASK NAME
PHASE 1
STANDING
PHASE 2
WALKING
A Reading a document 80,6% -
B Writing an email 76,6% -
C Playing Tetris 66,6%1
80,8%2
D Group Texting 70,4%1
84,0%
E Individual Texting - 85,4%
F Control (No task) 82,1% 89,1%
Behavioral results
2-FACTOR WITHIN-SUBJECT EXPERIMENT:
POSITION (STANDING VS WALKING)
AND TASK TYPE
1
significantly lower than the control task;
2
significantly lower than the individual texting task;
Next steps
▪▪ Investigate the role of smartphone addiction
proneness on the task-switching cost of using
a smartphone while walking.
▪▪ Understand the relationship between stress and
the usage of smartphone while walking, as well
as the impact of stress on the task-switching
costs.
▪▪ Investigate the effect of smart watch usage on
pedestrian and vehicular behavior.

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Task Switching and Visual Discrimination in Pedestrian Mobile Multitasking: Influence of IT Mobile Task Type

  • 1. Task Switching and Visual Discrimination in Pedestrian Mobile Multitasking: INFLUENCE OF IT MOBILE TASK TYPE Pierre-Majorique Léger Elise Labonté-Lemoyne Marc Fredette Ann-Frances Cameron François Bellavance Franco Lepore Jocelyn Faubert Elise Boissonneault Audrey Murray Shang-Lin Chen Sylvain Sénécal June 6th , 2019, NeuroIS 2019, Vienna, Austria L'humain au centre de la mobilité intelligente L'humain au centre de la mobilité intelligente 31 mai 2019 | HEC Montréal
  • 2. © Copyright Léger (2019) Pierre-Majorique Léger, Ph.D. Lab Serious games to learn enterprise systems and business analytics https://www.researchgate.net/profile/Pierre-Majorique_Leger NSERC-Prompt Industrial Research Chair in User Experience Director ERPsim Lab Co-direct0r Tech3Lab pml@hec.ca GRADUATE STUDIES POST-DOCTORATE LABORATORIES FINANCIAL SUPPORT GUEST PROFESSOR
  • 3. Powered by: © Copyright Léger et Fredette (2019)
  • 4. 2019 50Scientific articles and conference proceedings 8Postdoc researchers 5PhD Students 21Master students 10summer interns 420human subjects 20research projects
  • 5. Industrial research partners from a wide range of industries INSURANCE ONLINE GROCERY MEDIA RAILWAYS BANKING AERONAUTICS LOGISTICS FINANCE r partenaire de PLUSIEURS BOURSES DE RECHERCHE À TOUS LES NIVEAUX : chaire_ux.hec.ca INSCRIVEZ-VOUS COMME PARTICIPANTS À NOS ÉTUDES : panel.hec.ca Organismes subventionnaires : partenaire de
  • 6. est fier partenaire de PLUSIEURS BOURSES DE RECHERCHE À TOUS LES NIVEAUX : chaire_ux.hec.ca INSCRIVEZ-VOUS COMME PARTICIPANTS À NOS ÉTUDES : panel.hec.ca est fier partenaire de Propulsé par : Organismes subventionnaires :
  • 7. Texting while walking: An expensive switch cost. A SIGNIFICANT COGNITIVE EFFORT IS REQUIRED TO DIVIDE OUR ATTENDING WHEN TEXTING WHILE WALKING. THE MORE THE EFFORT, THE MORE THE ERROR. https://www.sciencedirect.com/science/article/pii/S0001457519302908 Courtemanche, Francois, Elise Labonté-LeMoyne, Pierre-Majorique Léger, Marc Fredette, Sylvain Senecal, Ann-Frances Cameron, Jocelyn Faubert, and François Bellavance. “Texting while walking: an expensive switch cost.” Accident Analysis & Prevention 127 (2019): 1-8. RESEARCH TEAM: Pierre-Majorique Léger, Ph.D. (PI) Ann-Frances Cameron, Ph.D. Francois Courtemanche, Ph.D. Jocelyn Faubert,Ph.D. Marc Fredette, Ph.D. Elise Labonté-Lemoyne, Ph.D. Franco Lepore, Ph.D. Sylvain Sénécal, Ph.D.
  • 8. Research questions RESEARCH ON MOBILE MULTITASKING THUS FAR ONLY FOCUSES ON A LIMITED NUMBER OF IT TASKS THAT CAN BE PERFORMED WITH A SMARTPHONE: TALKING, LISTENING TO MUSIC, AND TEXTING Q1: To what extent to which these results generalize to other types of mobile multitasking behaviors such as reading while walking and gaming while walking? Q2: To what extent motor movement through physical space (i.e., walking vs. only standing) affects this phenomena?
  • 9. PHASE 1 STANDING PHASE 2 WALKING A Control (No task) X X B Reading a document X C Writing an email X D Playing Tetris X X E Group Texting X X F Individual Texting X Experimental design 2-FACTOR WITHIN-SUBJECT EXPERIMENT: POSITION (STANDING VS WALKING) AND TASK TYPE
  • 10. Methodology PHASE 1 STANDING: 30 subjects (14 males, 16 females; ages 21-43, M = 25.6 years, SD = 5.9 years) PHASE 2 WALKING: 48 subjects (walking) (20 males, 28 females; ages 18-46, M=25.5 years, SD=5.5 years). Counterbalanced 22 trials per condition Counterbalanced 40 trials per condition A A B F C C D D E E PHASE 1 PHASE 2
  • 11. Methodology PHASE 1 STANDING: 30 subjects (14 males, 16 females; ages 21-43, M = 25.6 years, SD = 5.9 years) PHASE 2 WALKING: 48 subjects (walking) (20 males, 28 females; ages 18-46, M=25.5 years, SD=5.5 years). or x40 1000 ms +/- 500 ms left right 4 m from participants Height of 1.80 m
  • 12. Instrumentation and Measures ▪▪ Smart phone : iPhone 6s (Apple, USA) ▪▪ EEG: 32 Ag-AgCl preamplified electrodes mounted on the actiCap and with a brainAmp amplifier (Brainvision, Morrisville) ▪▪ Threadmill : iMovR’s ThermoTread GT (iMovR, USA) ▪▪ Projector : 1280 x 1024 pixels using a projector (ViewSonic, Brea, California, United States) ▪▪ Analysis : EEGLAB (San Diego, USA) and Brainvision (Morrisville, USA)
  • 13. TASK NAME PHASE 1 STANDING PHASE 2 WALKING A Reading a document 80,6% - B Writing an email 76,6% - C Playing Tetris 66,6%1 80,8%2 D Group Texting 70,4%1 84,0% E Individual Texting - 85,4% F Control (No task) 82,1% 89,1% Behavioral results 2-FACTOR WITHIN-SUBJECT EXPERIMENT: POSITION (STANDING VS WALKING) AND TASK TYPE 1 significantly lower than the control task; 2 significantly lower than the individual texting task;
  • 14. Next steps ▪▪ Investigate the role of smartphone addiction proneness on the task-switching cost of using a smartphone while walking. ▪▪ Understand the relationship between stress and the usage of smartphone while walking, as well as the impact of stress on the task-switching costs. ▪▪ Investigate the effect of smart watch usage on pedestrian and vehicular behavior.