Big Five personality traits predict daily spatial behavior: Evidence from smartphone data

被引:29
作者
Ai, Peilin [1 ]
Liu, Yuanyuan [1 ]
Zhao, Xi [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Management, 28 Xianning West Rd, Xian 710049, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Daily spatial behavior; Big Five; Smartphone data; EXTROVERSION; SCIENCE; NEUROTICISM;
D O I
10.1016/j.paid.2019.04.027
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The field of psychology is increasingly interested in daily spatial behavior, regarded as the diversity and regularity of people visiting various places. By combining survey data on the personality traits of 243 college students with their mobility patterns extracted from smartphone records, the current study examined the relationships between the Big Five personality traits and daily spatial behavior. Results showed that extraversion positively related to daily spatial behavior, especially to the number of different places visited, the total distance traveled, and the entropy of movement. Agreeableness positively related to the range of movement. Conscientiousness negatively related to the number of different places visited. There was no evidence that new roticism and openness relate to daily spatial behavior.
引用
收藏
页码:285 / 291
页数:7
相关论文
共 54 条
[1]   Understanding the interplay between social and spatial behaviour [J].
Alessandretti, Laura ;
Lehmann, Sune ;
Baronchelli, Andrea .
EPJ DATA SCIENCE, 2018, 7
[2]   Relationships among extraversion, openness to experience, and sensation seeking [J].
Aluja, A ;
García, O ;
García, LF .
PERSONALITY AND INDIVIDUAL DIFFERENCES, 2003, 35 (03) :671-680
[3]   Individual differences in Internet usage motives [J].
Amiel, T ;
Sargent, SL .
COMPUTERS IN HUMAN BEHAVIOR, 2004, 20 (06) :711-726
[4]   HAPPINESS AND SOCIAL SKILLS [J].
ARGYLE, M .
PERSONALITY AND INDIVIDUAL DIFFERENCES, 1990, 11 (12) :1255-1261
[5]   Human mobility: Models and applications [J].
Barbosa, Hugo ;
Barthelemy, Marc ;
Ghoshal, Gourab ;
James, Charlotte R. ;
Lenormand, Maxime ;
Louail, Thomas ;
Menezes, Ronaldo ;
Ramasco, Jose J. ;
Simini, Filippo ;
Tomasini, Marcello .
PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2018, 734 :1-74
[6]   Psychology as the Science of Self-Reports and Finger Movements Whatever Happened to Actual Behavior? [J].
Baumeister, Roy F. ;
Vohs, Kathleen D. ;
Funder, David C. .
PERSPECTIVES ON PSYCHOLOGICAL SCIENCE, 2007, 2 (04) :396-403
[7]   Measuring Mobile Phone Use: Self-Report Versus Log Data [J].
Boase, Jeffrey ;
Ling, Rich .
JOURNAL OF COMPUTER-MEDIATED COMMUNICATION, 2013, 18 (04) :508-519
[8]   STUDY HABITS AND EYSENCK THEORY OF EXTRAVERSION-INTROVERSION [J].
CAMPBELL, JB ;
HAWLEY, CW .
JOURNAL OF RESEARCH IN PERSONALITY, 1982, 16 (02) :139-146
[9]   Trajectories of Depression: Unobtrusive Monitoring of Depressive States by means of Smartphone Mobility Traces Analysis [J].
Canzian, Luca ;
Musolesi, Mirco .
PROCEEDINGS OF THE 2015 ACM INTERNATIONAL JOINT CONFERENCE ON PERVASIVE AND UBIQUITOUS COMPUTING (UBICOMP 2015), 2015, :1293-1304
[10]   Mining large-scale smartphone data for personality studies [J].
Chittaranjan, Gokul ;
Blom, Jan ;
Gatica-Perez, Daniel .
PERSONAL AND UBIQUITOUS COMPUTING, 2013, 17 (03) :433-450