Travel Patterns in China

被引:24
作者
Garske, Tini [1 ]
Yu, Hongjie [2 ]
Peng, Zhibin [2 ]
Ye, Min [2 ]
Zhou, Hang [2 ]
Cheng, Xiaowen [3 ]
Wu, Jiabing [4 ]
Ferguson, Neil [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, MRC Ctr Outbreak Anal & Modelling, London, England
[2] Chinese Ctr Dis Control & Prevent, Off Dis Control & Emergency Response, Beijing, Peoples R China
[3] Shenzhen Ctr Dis Control & Prevent, Dept Communicable Dis Prevent & Control, Shenzhen, Peoples R China
[4] Anhui Prov Ctr Dis Control & Prevent, Dept Communicable Dis Prevent & Control, Hefei, Peoples R China
来源
PLOS ONE | 2011年 / 6卷 / 02期
基金
英国医学研究理事会; 美国国家卫生研究院;
关键词
SYSTEM; DETERMINANTS;
D O I
10.1371/journal.pone.0016364
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
The spread of infectious disease epidemics is mediated by human travel. Yet human mobility patterns vary substantially between countries and regions. Quantifying the frequency of travel and length of journeys in well-defined population is therefore critical for predicting the likely speed and pattern of spread of emerging infectious diseases, such as a new influenza pandemic. Here we present the results of a large population survey undertaken in 2007 in two areas of China: Shenzhen city in Guangdong province, and Huangshan city in Anhui province. In each area, 10,000 randomly selected individuals were interviewed, and data on regular and occasional journeys collected. Travel behaviour was examined as a function of age, sex, economic status and home location. Women and children were generally found to travel shorter distances than men. Travel patterns in the economically developed Shenzhen region are shown to resemble those in developed and economically advanced middle income countries with a significant fraction of the population commuting over distances in excess of 50 km. Conversely, in the less developed rural region of Anhui, travel was much more local, with very few journeys over 30 km. Travel patterns in both populations were well-fitted by a gravity model with a lognormal kernel function. The results provide the first quantitative information on human travel patterns in modern China, and suggest that a pandemic emerging in a less developed area of rural China might spread geographically sufficiently slowly for containment to be feasible, while spatial spread in the more economically developed areas might be expected to be much more rapid, making containment more difficult.
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页数:9
相关论文
共 17 条
[1]   Multiscale mobility networks and the spatial spreading of infectious diseases [J].
Balcan, Duygu ;
Colizza, Vittoria ;
Goncalves, Bruno ;
Hu, Hao ;
Ramasco, Jose J. ;
Vespignani, Alessandro .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (51) :21484-21489
[2]   The scaling laws of human travel [J].
Brockmann, D ;
Hufnagel, L ;
Geisel, T .
NATURE, 2006, 439 (7075) :462-465
[3]   Strategies for containing an emerging influenza pandemic in Southeast Asia [J].
Ferguson, NM ;
Cummings, DAT ;
Cauchemez, S ;
Fraser, C ;
Riley, S ;
Meeyai, A ;
Iamsirithaworn, S ;
Burke, DS .
NATURE, 2005, 437 (7056) :209-214
[4]  
Fraser C, 2009, SCIENCE
[5]   The Transmissibility of Highly Pathogenic Avian Influenza in Commercial Poultry in Industrialised Countries [J].
Garske, Tini ;
Clarke, Paul ;
Ghani, Azra C. .
PLOS ONE, 2007, 2 (04)
[6]   Understanding individual human mobility patterns [J].
Gonzalez, Marta C. ;
Hidalgo, Cesar A. ;
Barabasi, Albert-Laszlo .
NATURE, 2008, 453 (7196) :779-782
[7]   Will travel restrictions control the international spread of pandemic influenza? [J].
Hollingsworth, TD ;
Ferguson, NM ;
Anderson, RM .
NATURE MEDICINE, 2006, 12 (05) :497-499
[8]   Forecast and control of epidemics in a globalized world [J].
Hufnagel, L ;
Brockmann, D ;
Geisel, T .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2004, 101 (42) :15124-15129
[9]   Determinants of commuting time and distance for Seoul residents: The impact of family status on the commuting of women [J].
Lee, BS ;
McDonald, JF .
URBAN STUDIES, 2003, 40 (07) :1283-1302
[10]   A major outbreak of severe acute respiratory syndrome in Hong Kong [J].
Lee, N ;
Hui, D ;
Wu, A ;
Chan, P ;
Cameron, P ;
Joynt, GM ;
Ahuja, A ;
Yung, MY ;
Leung, CB ;
To, KF ;
Lui, SF ;
Szeto, CC ;
Chung, S ;
Sung, JJY .
NEW ENGLAND JOURNAL OF MEDICINE, 2003, 348 (20) :1986-1994