TY  - JOUR
PY  - 2023//
TI  - Critical factors affecting mobile phone use while driving through the exploitation of smartphone sensor data
JO  - Transportation research procedia
A1  - Akritidou, Sofia
A1  - Kontaxi, Armira
A1  - Ziakopoulos, Apostolos
A1  - Yannis, George
SP  - 919
EP  - 925
VL  - 72
IS  - 
N2  - This work aims to model the critical factors of mobile phone use on driver behavior through the exploitation of data from smartphone sensors. Data collected from 100 drivers who participated at a naturalistic driving experiment for 6 months are analyzed, combined with respective questionnaire answers. Using GLM Poisson regression models, the correlation between driving characteristics recorded by smartphone sensors and the percentage of mobile use while driving was investigated. Four statistical regression models forecasting the percentage of mobile phone use while driving was developed: one overall model and one per road type (urban, rural, highway). <br><br>RESULTS indicate that parameters affecting the use of mobile phone while driving are (i) the percentage of driving duration with speed above the speed limit (ii) driving distance, (iii) average deceleration, and (iv) average speed.<p />  <p>Language: en</p>
LA  - en
SN  - 2352-1465
UR  - http://dx.doi.org/10.1016/j.trpro.2023.11.518
ID  - ref1
ER  -