IDEAS home Printed from https://ideas.repec.org/a/ura/ecregj/v1y2017i2p331-341.html

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. repec:acf:journl:y::id:470 is not listed on IDEAS
    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. Dietrich Vollrath, 2009. "The dual economy in long-run development," Journal of Economic Growth, Springer, vol. 14(4), pages 287-312, December.
    4. 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.
    5. 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.
    6. repec:ebl:ecbull:v:6:y:2007:i:5:p:1-8 is not listed on IDEAS
    7. 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.
    8. Albertini, Julien & Terriau, Anthony, 2019. "Informality over the life-cycle," Journal of Economic Dynamics and Control, Elsevier, vol. 105(C), pages 182-202.
    9. 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.
    10. Dehai Liu & Hongyi Li & Weiguo Wang & Chuang Zhou, 2015. "Scenario forecast model of long term trends in rural labor transfer based on evolutionary games," Journal of Evolutionary Economics, Springer, vol. 25(3), pages 649-670, July.
    11. repec:ere:journl:v:xxxvi:y:2017:i:2:p:185-228 is not listed on IDEAS
    12. Atsede Desta Tegegne & Marianne Penker, 2016. "Determinants of rural out-migration in Ethiopia: Who stays and who goes?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 35(34), pages 1011-1044.
    13. Arup Mitra, 2010. "Migration, Livelihood and Well-being: Evidence from Indian City Slums," Urban Studies, Urban Studies Journal Limited, vol. 47(7), pages 1371-1390, June.
    14. Brian McCaig & Nina Pavcnik, 2015. "Informal Employment in a Growing and Globalizing Low-Income Country," American Economic Review, American Economic Association, vol. 105(5), pages 545-550, May.
    15. Ziderman, Adrian, 1989. "Payroll taxes for financing training in developing countries," Policy Research Working Paper Series 141, The World Bank.
    16. Elena Vakulenko, 2019. "Motives for internal migration in Russia: what has changed in recent years?," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 55, pages 113-138.
    17. Dieter Gstach & Thomas Grandner, 2000. "Restricted immigration in a two-sector economy," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 6(3), pages 404-416, August.
    18. Tineke Fokkema & Eralba Cela & Elena Ambrosetti, 2013. "Giving from the Heart or from the Ego? Motives behind Remittances of the Second Generation in Europe," International Migration Review, Wiley Blackwell, vol. 47(3), pages 539-572, September.
    19. Peter Huber, 2003. "Quantity Adjustments in Candidate Countries Regional Labour Markets," ERSA conference papers ersa03p239, European Regional Science Association.
    20. Cosmin Enache & Ciprian Pânzaru, 2012. "Romanian Migration Flows In European Countries: Does Social Security Matter?," Annales Universitatis Apulensis Series Oeconomica, Faculty of Sciences, "1 Decembrie 1918" University, Alba Iulia, vol. 2(14), pages 1-17.
    21. Sarbajit Chaudhuri, 2004. "International Migration of Skilled and Unskilled Labour, Welfare and Skilled-unskilled Wage Inequality: a Simple Model," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 19, pages 726-741.
    22. Biller, Dan & Andres, Luis & Cuberes, David, 2014. "A dynamic spatial model of rural-urban transformation with public goods," Policy Research Working Paper Series 7051, The World Bank.
    23. Knight, J.B. & Sabot, R.H., 1988. "Lewis Through A Looking Glass: Public Sector Employment, Rent-Seeking And Economic Growth," Center for Development Economics 108, Department of Economics, Williams College.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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.