Influence of sociodemographics on human mobility

被引:73
作者
Lenormand, Maxime [1 ]
Louail, Thomas [2 ,3 ]
Cantu-Ros, Oliva G. [4 ]
Picornell, Miguel [4 ]
Herranz, Ricardo [4 ]
Murillo Arias, Juan [5 ]
Barthelemy, Marc [2 ,6 ]
San Miguel, Maxi [1 ]
Ramasco, Jose J. [1 ]
机构
[1] Inst Fis Interdisciplinar & Sistemas Complejos CS, IFISC, E-07122 Palma De Mallorca, Spain
[2] CEA, CNRS, URA 2306, Inst Phys Theor, F-91191 Gif Sur Yvette, France
[3] CNRS Paris 1 Paris 7, Geog Cites, UMR 8504, FR-75006 Paris, France
[4] Nommon Solut & Technol, Madrid 28006, Spain
[5] BBVA Data & Analyt, Madrid 28036, Spain
[6] EHESS, CNRS, UMR 8557, Ctr Anal & Math Sociales, FR-75013 Paris, France
关键词
EPIDEMIC MODELS; TRAVEL; SPREAD; FORECAST; BEHAVIOR; AGE;
D O I
10.1038/srep10075
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Human mobility has been traditionally studied using surveys that deliver snapshots of population displacement patterns. The growing accessibility to ICT information from portable digital media has recently opened the possibility of exploring human behavior at high spatio-temporal resolutions. Mobile phone records, geolocated tweets, check-ins from Foursquare or geotagged photos, have contributed to this purpose at different scales, from cities to countries, in different world areas. Many previous works lacked, however, details on the individuals' attributes such as age or gender. In this work, we analyze credit-card records from Barcelona and Madrid and by examining the geolocated credit-card transactions of individuals living in the two provinces, we find that the mobility patterns vary according to gender, age and occupation. Differences in distance traveled and travel purpose are observed between younger and older people, but, curiously, either between males and females of similar age. While mobility displays some generic features, here we show that sociodemographic characteristics play a relevant role and must be taken into account for mobility and epidemiological modelization.
引用
收藏
页数:14
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