IDEAS home Printed from https://ideas.repec.org/a/ura/ecregj/v1y2017i2p331-341.html
   My bibliography  Save this article

Agent-Based Approach for Modelling the Labour Migration from China to Russia

Author

Listed:
  • Valeriy Makarov
  • Albert Bakhtizin

    (CEMI RAS)

  • Elena Sushko

    (Central Economics and Mathematics Institute RAS)

  • Alina Ageeva

    (Institution of Russian Academy of Sciences Central Economics and Mathematics Institute RAS)

Abstract

The article describes the process of labour migration from China to Russia and shows its modelling using the agent-based approach. This approach allows us to simulate an artificial society in a computer program taking into account the diversity of individuals under consideration, as well as to model a set of laws and rules of conduct that make up the institutional environment in which the members of this society live. A brief review and analysis of agent-based migration models presented in the foreign literature are given. The agent-based model of labour migration from China to Russia developed by the Central Economic Mathematical Institute of the Russian Academy of Sciences simulates human behaviour close to reality, which is based on their internal purposes, determining the agents choice of territory as a place of residence. Therefore, at the development of the agents of the model and their behaviour algorithms, as well as the organization of the environment in which they exist and interact, the main characteristics of the population of two neighbouring countries and their demographic processes have been considered. Using the model, two experiments have been conducted. The purpose of the first of them was to assess the effect of depreciation of the rubble against the yuan on the overall indexes of labour migration, as well as its structure. In the second experiment, the procedure of the search of the information by agents for the migratory decision-making was changing. Namely, all generalizing information on the average salary by types of activity and skill level of employees, both in China and Russia, became available to all agents irrespective of their qualification level.

Suggested Citation

  • Valeriy Makarov & Albert Bakhtizin & Elena Sushko & Alina Ageeva, 2017. "Agent-Based Approach for Modelling the Labour Migration from China to Russia," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(2), pages 331-341.
  • Handle: RePEc:ura:ecregj:v:1:y:2017:i:2:p:331-341
    as

    Download full text from publisher

    File URL: http://economyofregion.ru/Data/Issues/ER2017/June_2017/ERJune2017_331_341.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Klabunde, Anna, 2014. "Computational Economic Modeling of Migration," Ruhr Economic Papers 471, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Federico Pablo-Martí & Juan Luis Santos & Jogada Kaszowska, 2013. "An agent-based model of population dynamics for the European regions," ERSA conference papers ersa13p708, European Regional Science Association.
    3. Anna Klabunde & Frans J. Willekens & Sabine Zinn & Matthias Leuchter, 2015. "An agent-based decision model of migration, embedded in the life course - Model description in ODD+D format," MPIDR Working Papers WP-2015-002, Max Planck Institute for Demographic Research, Rostock, Germany.
    4. Janmaat, J. & Lapp, S. & Wannop, T. & Bharati, Luna & Sugden, Fraser, 2015. "Demonstrating complexity with a roleplaying simulation: investing in water in the Indrawati Subbasin, Nepal," IWMI Research Reports 229585, International Water Management Institute.
    5. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    6. J. Janmaat & S. Lapp & T. Wannop & Luna Bharati & Fraser Sugden, 2015. "Demonstrating complexity with a roleplaying simulation: investing in water in the Indrawati Subbasin, Nepal," IWMI Research Reports H047183, International Water Management Institute.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Valeriy Makarov & Albert Bakhtizin & Elena Sushko & Alina Ageeva, 2018. "An Agent-Based Model of Eurasia and Simulation of Consequences of Large Infrastructure Projects," Economy of region, Centre for Economic Security, Institute of Economics of Ural Branch of Russian Academy of Sciences, vol. 1(4), pages 1102-1116.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Valery Leonidovich Makarov & Albert Raufovich Bakhtizin & Elena Davidovna Sushko, 0. "Agent-Based Models as a Means of Testing of Management Solutions," Administrative Consulting, Russian Presidential Academy of National Economy and Public Administration. North-West Institute of Management., issue 12.
    2. Marcello Marini & Ndaona Chokani & Reza S. Abhari, 2019. "Agent-Based Model Analysis of Impact of Immigration on Switzerland’s Social Security," Journal of International Migration and Integration, Springer, vol. 20(3), pages 787-808, August.
    3. Michelle Gilmartin & David Learmouth & J Kim Swales & Peter McGregor & Karen Turner, 2013. "Regional Policy Spillovers: The National Impact of Demand-Side Policy in an Interregional Model of the UK Economy," Environment and Planning A, , vol. 45(4), pages 814-834, April.
    4. Arguello, Ricardo & Jimenez, Dora, 2015. "Dutch Disease, Informality, and Employment Intensity in Colombia," Conference papers 332597, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    5. Jean-Louis Arcand & Linguère M'Baye, 2013. "Braving the waves: the role of time and risk preferences in illegal migration from Senegal," CERDI Working papers halshs-00855937, HAL.
    6. Hajer Habib, 2023. "Remittances and Labor Supply: Evidence from Tunisia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1870-1899, June.
    7. Chaudhuri, Sarbajit & Ghosh, Arnab & Banerjee, Dibyendu, 2018. "Can public subsidy on education necessarily improve wage inequality?," International Review of Economics & Finance, Elsevier, vol. 54(C), pages 165-177.
    8. Koichi Fukumura & Atsushi Yamagishi, 2020. "Minimum wage competition," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 27(6), pages 1557-1581, December.
    9. Pierre‐Richard Agénor, 2004. "Macroeconomic Adjustment and the Poor: Analytical Issues and Cross‐Country Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 18(3), pages 351-408, July.
    10. Dietrich Vollrath, 2009. "The dual economy in long-run development," Journal of Economic Growth, Springer, vol. 14(4), pages 287-312, December.
    11. Mohamed Amara & Hatem Jemmali, 2018. "Deciphering the Relationship Between Internal Migration and Regional Disparities in Tunisia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 313-331, January.
    12. Ather Maqsood Ahmed & Ismail Sirageldin, 1993. "Socio-economic Determinants of Labour Mobility in Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 32(2), pages 139-157.
    13. David G. Blanchflower & Andrew Oswald, 1995. "International Wage Curves," NBER Chapters, in: Differences and Changes in Wage Structures, pages 145-174, National Bureau of Economic Research, Inc.
    14. Milo Bianchi, 2012. "Financial Development, Entrepreneurship, and Job Satisfaction," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 273-286, February.
    15. repec:ebl:ecbull:v:6:y:2007:i:5:p:1-8 is not listed on IDEAS
    16. John Giles & Ren Mu, 2018. "Village Political Economy, Land Tenure Insecurity, and the Rural to Urban Migration Decision: Evidence from China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 521-544.
    17. Anselem C. Nweke, 2019. "Rural-Urban Migration in Nigeria, Implication on the Development of the Society: Anambra State as the Focus of the Study," Journal of Public Administration and Governance, Macrothink Institute, vol. 9(2), pages 209-216, December.
    18. Albertini, Julien & Terriau, Anthony, 2019. "Informality over the life-cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 105(C), pages 182-202.
    19. Winters, P. & Kafle, K. & Benfica, R., 2018. "IFAD RESEARCH SERIES 21 - Does relative deprivation induce migration? Evidence from sub-Saharan Africa," IFAD Research Series 280070, International Fund for Agricultural Development (IFAD).
    20. Fidrmuc, Jan, 2001. "Migration and adjustment to shocks in transition economies," ZEI Working Papers B 23-2001, University of Bonn, ZEI - Center for European Integration Studies.
    21. Wineman, Ayala & Jayne, Thomas S., 2016. "Intra-Rural Migration in Tanzania and Pathways of Welfare Change," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235957, Agricultural and Applied Economics Association.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ura:ecregj:v:1:y:2017:i:2:p:331-341. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Alexey Naydenov (email available below). General contact details of provider: http://www.economyofregion.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.