Analysis of the Characteristics and Evolution of Population Migration in the Countries along the Belt and Road Initiative
MA Jiajun1a, GOU Wensha1a, LI Xiaomeng1a, SHI Yi2, XIAO Mingzhong1b, CHEN Qinghua1a
1. a. School of Systems Science; b. School of Artificial Intelligence, Beijing Normal University, Beijing 100875, China; 2. China Population and Development Research Center, Beijing 100081, China
Abstract:To explore the population migration characteristics and evolution patterns of BRI countries, this paper constructs a network based on population migration data from 1960 to 2020 from the perspective of complex systems science, and conducts analysis by extracting backbone networks, community divisions, and application of PageRank importance evaluation method. The results demonstrate that the migration volume of inflows and outflows within BRI countries has tended to be balanced, and the degree of openness is increasing year by year. And the migration process generally has "cohesion" and "aggregation". The influence of most BRI countries in the global network is higher than the world average. This study provides evidence and basis for the population policies of various countries.
马佳骏, 勾文沙, 李小萌, 史毅, 肖明忠, 陈清华. “一带一路”沿线国家的人口迁移及其演化[J]. 复杂系统与复杂性科学, 2024, 21(3): 23-29.
MA Jiajun, GOU Wensha, LI Xiaomeng, SHI Yi, XIAO Mingzhong, CHEN Qinghua. Analysis of the Characteristics and Evolution of Population Migration in the Countries along the Belt and Road Initiative[J]. Complex Systems and Complexity Science, 2024, 21(3): 23-29.
[1] ABEL G J, SANDER N. Quantifying global international migration flows[J]. Science, 2014, 343(6178):1520-1522. [2] CZAIKA M, HAAS H D. The globalization of migration: Has the world become more migratory?[J] International Migration Review, 2014, 48(2):283-323. [3] 庞丽华.国际人口迁移的概念和测量——兼论中国国际人口迁移趋势[J].人口与发展,2018,24(1):54-63+84. PANG L H, The concept and measurement ofinternational migration——the trends of China's immigration and emigration[J]. Population and Development,2018,24(1):54-63+84. [4] 段成荣,谢东虹,王涵,等.从新冠肺炎疫情防控看国际人口迁移:三论人口迁移转变[J].人口研究,2020,44(5):33-43. DUAN C R, XIE D H, WANG H, et al. International migration in theera of COVID-19 prevention and control: remarks on migration transition in China[J]. Population Research,2020,44(5):33-43. [5] DANCYGIER R M, LAITIN D D. Immigration into Europe: economic discrimination, violence, and public policy[J]. Annual Review of Political Science,2014, 17(1):43-64. [6] NAUMANN E,STOETZER L F, PIETRANTUONO G. Attitudes towards highly skilled and low-skilled immigration in Europe: a survey experiment in 15 European countries[J]. European Journal of Political Research,2018,57(4):1009-1030. [7] PIRES A J G. Brain drain and brain waste[J]. Journal of Economic Development, 2015,40(1):1-34. [8] WEI H, YI J J, ZHANG J S. Brain drain, brain gain, and economic growth in China[J]. China Economic Review, 2016, 38: 322-337. [9] BÖHME M H. Migration and educational aspirations-another channel of brain gain?[J]. IZA Journal of Migration, 2015, 4(1): 12. [10] LI X, MCHALE J, ZHOU X. Does brain drain lead to institutional gain?[J]. The World Economy, 2017, 40(7): 1454-1472. [11] BEINE M, DOCQUIER F, RAPOPORT H. Brain drain and human capital formation in developing countries: winners and losers[J]. The Economic Journal, 2008, 118(528): 631-652. [12] 王辉耀, 苗绿. 中国国际移民报告[M]. 北京:社会科学文献出版社,2020: 1-38. WANG Y H, MIAO L. China international migration report[M]. Beijing: Social Science Academic Press, 2020: 1-38. [13] 郑玉雯,薛伟贤.丝绸之路经济带生产网络与生态环境耦合的系统动力学研究[J].复杂系统与复杂性科学,2021,18(4):9-20. ZHENG Y W, XUE W X. System dynamics on the coupling of production network and ecological environment in the Silk Road Economic Belt[J]. Complex Systems and Complexity Science, 2021, 18(4): 9-20. [14] 刘卫东, 姚秋蕙. “一带一路”建设模式研究——基于制度与文化视角[J]. 地理学报, 2020, 75(6): 1134-1146. LIU W D, YAO Q H. Theorizing the construction of the Belt and Road Initiative: based on institutional and cultural perspectives[J]. Acta Geographica Sinica, 2020, 75(6): 1134-1146. [15] 陈红艳,喻忠磊,张华.中国国际人口迁移的空间格局及影响因素[J].人口与发展,2016,22(6):12-24. CHEN H Y, YU Z L, ZHANG H. Spatial patterns and impact factors of China’ s international migration[J]. Population and Development,2016,22(6):12-24. [16] 代欢欢. 1986—2016年伊朗人口空间分布格局演变特征[J]. 世界地理研究, 2017, 26(3): 29-38. DAI H H. Evolvement of spatial pattern of population distribution with data at province level in Iran during 1986—2016[J]. World Regional Studies, 2017, 26(3): 29-38. [17] NYÍRI P. Chinese migration to eastern Europe[J]. International Migration, 2003, 41(3): 239-265. [18] ABEL G J. Estimates of global bilateral migration flows by gender between 1960 and 2015[J]. International Migration Review, 2018, 52(3): 809-852. [19] ABEL G J, COHEN J E. Bilateral international migration flow estimates for 200 countries[J]. Scientific Data, 2019, 6(1): 82. [20] FAGIOLO G, MASTRORILLO M. Does human migration affect international trade? a complex-network perspective[J]. Plos One,2017,9(5): e97331. [21] 张晓青,王雅丽,任嘉敏.1990—2013年国际人口迁移特征、机制及影响研究[J].人口与发展,2014,20(4):20-27. ZHANG X L, WANG Y L, REN J M. Study on the characteristics, mechanism and impact of international migration between 1990 and 2013[J]. Population and Development,2014,20(4):20-27. [22] GOU W S, HUANG S Y, CHEN Q H, et al. Structure and dynamic of global population migration network[J]. Complexity,2020(1):4359023. [23] SERRANO M Á, BOGUNÁ M, VESPIGNANI A. Extracting the multiscale backbone of complex weighted networks[J]. Proceedings of the National Academy of Sciences, 2009, 106(16): 6483-6488. [24] NEWMAN M E J, GIRVAN M. Finding and evaluating community structure in networks[J]. Physical Review E, 2004, 69(2): 026113. [25] BLONDEL V D, GUILLAUME J L, LAMBIOTTE R, et al. Fast unfolding of communities in large networks[J]. Journal of Statistical Mechanics: Theory and Experiment, 2008(10): P10008. [26] MA N, GUAN J C, ZHAO Y. Bringing PageRank to the citation analysis[J]. Information Processing & Management, 2008, 44(2): 800-810.