Grant: Alliance Grants
HEC Montréal
$676,088.00
Improving Human Machine Interface Learnability : Cognitive Readiness and IT Learning Experience
FY 2024-25
Summary
This research project aims to help organizations develop technological interfaces (e.g., software, website,
mobile application) that are easy to learn for their users and, moreover, to ensure that users are ready to use
these interfaces. To do this, the research team and partner organizations (National Bank of Canada, Canadian
National Railway, Language Research Development Group and Société Radio-Canada) will conduct a series of
studies with various types of users (i.e., citizens, employees, consumers) using various technological interfaces
in different contexts of use. These studies will identify, using neurophysiological and machine learning
methods, whether users are cognitively ready to optimally use a technological interface and when users are
actually learning. The results of this research project will enable Canadian organizations to put in place
practices for the development of technological interfaces that optimize their learnability. Given the strategic
importance of information technologies and digital transformation in the Canadian economy, several
stakeholders (e.g., employees, suppliers, customers, citizens) will benefit from results of this research project,
which will therefore have both an economic and social impact for Canada.
Program
Alliance Grants
Recipient
Location
Quebec, Canada
Recipient Type
Academia
Type
Grant
Source
NSERC's Awards Data
As published
Application id
571020-2021
Name nom
Senecal, Sylvain S
Department département
Marketing
Organization id
65
Institution établissement
HEC Montréal
Province en
Québec
Province fr
Québec
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2021
Award amount
676088
Program id
ALLRP
Program name en
Alliance Grants
Program name fr
Subventions Alliance
Group en
RESEARCH PARTNERSHIPS
Group fr
PARTENARIATS DE RECHERCHE
Committee code
96
Committee name en
RPP Internal Decision Cttee
Committee name fr
Cté de décision interne - PPR
Area of application code
703
Area of application group en
Transportation systems and services
Area of application group fr
Services et systèmes de transport
Area of application en
Aerospace
Area of application fr
Aérospatial
Research subject code
6309
Research subject group en
Psychology
Research subject group fr
Psychologie
Research subject en
Behavioural neuroscience --learning
Research subject fr
Neurologie du comportement -- apprentissage
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Improving Human Machine Interface Learnability : Cognitive Readiness and IT Learning Experience
Keywords
cognitive load; cognitive readiness; cognitive state estimation; human computer interaction; interface; learnability; learning experience; machine learning; neurophysiological measure; user experience
Application summary
This research project aims to help organizations develop technological interfaces (e.g., software, website,
mobile application) that are easy to learn for their users and, moreover, to ensure that users are ready to use
these interfaces. To do this, the research team and partner organizations (National Bank of Canada, Canadian
National Railway, Language Research Development Group and Société Radio-Canada) will conduct a series of
studies with various types of users (i.e., citizens, employees, consumers) using various technological interfaces
in different contexts of use. These studies will identify, using neurophysiological and machine learning
methods, whether users are cognitively ready to optimally use a technological interface and when users are
actually learning. The results of this research project will enable Canadian organizations to put in place
practices for the development of technological interfaces that optimize their learnability. Given the strategic
importance of information technologies and digital transformation in the Canadian economy, several
stakeholders (e.g., employees, suppliers, customers, citizens) will benefit from results of this research project,
which will therefore have both an economic and social impact for Canada.