IDEAS home Printed from https://ideas.repec.org/a/gam/jecomi/v10y2022i7p164-d860858.html

Mathematical Modeling of Physical Capital Diffusion Using a Spatial Solow Model: Application to Smuggling in Venezuela

Author

Listed:
  • Gilberto González-Parra

    (Department of Mathematics, New Mexico Tech, Socorro, NM 87801, USA)

  • Benito Chen-Charpentier

    (Department of Mathematics, University of Texas at Arlington, Arlington, TX 76019, USA)

  • Abraham J. Arenas

    (Departamento de Matematicas y Estadistica, Universidad de Cordoba, Monteria 230002, Colombia)

  • Miguel Díaz-Rodríguez

    (Departamento de Tecnología y Diseño, Facultad de Ingeniería, Universidad de los Andes, Mérida 5101, Venezuela)

Abstract

This study proposes a mathematical modeling approach for the physical capital diffusion through the borders of countries. Physical capital is considered a crucial variable for the economic growth of a nation. Here, we use an extension of the economic Solow model to describe how smuggling affects the economic growth of countries. In particular, we focus on the situation in Venezuela from 2012 to 2015. In this regard, we rely on a nonconcave production function instead of the classical Cobb–Douglas production function. Moreover, we investigate the effect of different physical capital fluxes on economic growth. The physical capital diffusion through the borders of a country is modeled based on a parabolic partial differential equation describing the dynamics of physical capital and boundary conditions of the Neumann type. Smuggling is present at numerous borders between countries and may include fuel, machinery, and food. This smuggling through the borders places challenges on a particular country’s economy. The smuggling problem usually is related to a non-official exchange rate different from the official rate or subsidies. We study the effect of smuggling on the physical capital of a country using an extended Solow model. Numerical simulations are obtained using an explicit finite difference scheme describing how the physical capital diffusion through the border of a country affects its economic growth. The study of physical capital is a paramount aspect of the economic growth of several countries. The results show that when boundary conditions of Neumann type are different from zero, the dynamics of the physical capital differ from the classical economic behavior observed in the classical spatial Solow model without physical capital flux through the borders of countries. In particular, the numerical results show that the physical capital of a country decreases faster as the flux increases on the boundaries. Thus, we can conclude that avoiding smuggling through the frontiers is a crucial factor affecting economic growth.

Suggested Citation

  • Gilberto González-Parra & Benito Chen-Charpentier & Abraham J. Arenas & Miguel Díaz-Rodríguez, 2022. "Mathematical Modeling of Physical Capital Diffusion Using a Spatial Solow Model: Application to Smuggling in Venezuela," Economies, MDPI, vol. 10(7), pages 1-16, July.
  • Handle: RePEc:gam:jecomi:v:10:y:2022:i:7:p:164-:d:860858
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2227-7099/10/7/164/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2227-7099/10/7/164/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Matsumoto, Akio & Szidarovszky, Ferenc, 2020. "Delay growth model augmented with physical and human capitals," Chaos, Solitons & Fractals, Elsevier, vol. 130(C).
    2. Boucekkine, Raouf & Camacho, Carmen & Zou, Benteng, 2009. "Bridging The Gap Between Growth Theory And The New Economic Geography: The Spatial Ramsey Model," Macroeconomic Dynamics, Cambridge University Press, vol. 13(1), pages 20-45, February.
    3. Xepapadeas, A. & Yannacopoulos, A.N., 2016. "Spatial growth with exogenous saving rates," Journal of Mathematical Economics, Elsevier, vol. 67(C), pages 125-137.
    4. José Gabriel Palma & Joseph E. Stiglitz, 2016. "Do Nations Just Get the Inequality They Deserve? The “Palma Ratio” Re-examined," International Economic Association Series, in: Kaushik Basu & Joseph E. Stiglitz (ed.), Inequality and Growth: Patterns and Policy, chapter 2, pages 35-97, Palgrave Macmillan.
    5. Kaushik Basu & Joseph E. Stiglitz (ed.), 2016. "Inequality and Growth: Patterns and Policy," International Economic Association Series, Palgrave Macmillan, number 978-1-137-55454-3.
    6. Ferrier, Peyton, 2008. "Illicit Agricultural Trade," Agricultural and Resource Economics Review, Cambridge University Press, vol. 37(2), pages 273-287, October.
    7. Grassetti, F. & Guzowska, M. & Michetti, E., 2020. "A dynamically consistent discretization method for Goodwin model," Chaos, Solitons & Fractals, Elsevier, vol. 130(C).
    8. Abdulrahman M. Jolo & Ibrahim Ari & Muammer Koç, 2022. "Driving Factors of Economic Diversification in Resource-Rich Countries via Panel Data Evidence," Sustainability, MDPI, vol. 14(5), pages 1-14, February.
    9. Kaushik Basu & Joseph E. Stiglitz, 2016. "Inequality and Growth," World Bank Publications - Books, The World Bank Group, number 24984, April.
    10. Camacho, Carmen & Zou, Benteng & Briani, Maya, 2008. "On the dynamics of capital accumulation across space," European Journal of Operational Research, Elsevier, vol. 186(2), pages 451-465, April.
    11. Benteng Zou & Carmen Camacho, 2004. "The spatial Solow model," Economics Bulletin, AccessEcon, vol. 18(2), pages 1-11.
    12. Ms. Valerie Cerra, 2016. "Inflation and the Black Market Exchange Rate in a Repressed Market: A Model of Venezuela," IMF Working Papers 2016/159, International Monetary Fund.
    13. John M. Piotrowski & David Coady & Justin Tyson & Rolando Ossowski & Robert Gillingham & Shamsuddin Tareq, 2010. "Petroleum Product Subsidies; Costly, Inequitable, and On the Rise," IMF Staff Position Notes 2010/05, International Monetary Fund.
    14. Ferrier, Peyton Michael, 2008. "Illicit Agricultural Trade," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 37(2), pages 1-15.
    15. Giovanni B. Pittaluga & Elena Seghezza & Pierluigi Morelli, 2021. "The political economy of hyperinflation in Venezuela," Public Choice, Springer, vol. 186(3), pages 337-350, March.
    16. Wei-Bin Zhang, 2020. "The General Economic Theory," Springer Books, Springer, number 978-3-030-56204-5, January.
    17. G. Fern'andez-Anaya & L. A. Quezada-T'ellez & B. Nu~nez-Zavala & D. Brun-Battistini, 2019. "Katugampola Generalized Conformal Derivative Approach to Inada Conditions and Solow-Swan Economic Growth Model," Papers 1907.00130, arXiv.org.
    18. Lindon Robison & A. Allan Schmid & Marcelo Siles, 2002. "Is Social Capital Really Capital?," Review of Social Economy, Taylor & Francis Journals, vol. 60(1), pages 1-21.
    19. Kaushik Basu & Joseph E. Stiglitz (ed.), 2016. "Inequality and Growth: Patterns and Policy," International Economic Association Series, Palgrave Macmillan, number 978-1-137-55459-8.
    20. John M. Piotrowski & Mr. David Coady & Justin Tyson & Mr. Rolando Ossowski & Mr. Robert Gillingham & Mr. Shamsuddin Tareq, 2010. "Petroleum Product Subsidies: Costly, Inequitable, and On the Rise," IMF Staff Position Notes 2010/005, International Monetary Fund.
    21. Romano Piras, 2013. "Can the Augmented Solow Model with Migration Explain the Italian Internal Brain Drain?," LABOUR, CEIS, vol. 27(2), pages 140-163, June.
    22. Wei-Bin Zhang, 2020. "Alonso Urban and Solow Growth Models Integrated," Springer Books, in: The General Economic Theory, chapter 0, pages 327-337, Springer.
    23. Arnold, Jens & Bassanini, Andrea & Scarpetta, Stefano, 2011. "Solow or Lucas? Testing speed of convergence on a panel of OECD countries," Research in Economics, Elsevier, vol. 65(2), pages 110-123, June.
    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. Muhamad Deni Johansyah & Endang Rusyaman & Bob Foster & Khoirunnisa Rohadatul Aisy Muslihin & Asep K. Supriatna, 2024. "Combining Differential Equations with Stochastic for Economic Growth Models in Indonesia: A Comprehensive Literature Review," Mathematics, MDPI, vol. 12(20), pages 1-15, October.
    2. Fanze Kong & Jiayi Sun & Shuangquan Xie, 2025. "Stability and slow dynamics of an interior spiky pattern in a one-dimensional spatial Solow model with capital-induced labor migration," Papers 2510.19204, arXiv.org.
    3. Ogochukwu Ifeacho & Gilberto González-Parra, 2025. "Impact of Delayed Decaying Corruption Effects on a Socioeconomic System with Economic Growth and Unemployment," Mathematics, MDPI, vol. 13(11), pages 1-28, May.

    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. Gilberto Gonz'alez-Parra & Benito Chen-Charpentier & Abraham J. Arenas & Miguel Diaz-Rodriguez, 2015. "Mathematical modeling of physical capital using the spatial Solow model," Papers 1504.04388, arXiv.org.
    2. Daniel Oviedo & Luis A. Guzman, 2020. "Revisiting Accessibility in a Context of Sustainable Transport: Capabilities and Inequalities in Bogotá," Sustainability, MDPI, vol. 12(11), pages 1-22, June.
    3. Guzman, Luis A. & Oviedo, Daniel, 2018. "Accessibility, affordability and equity: Assessing ‘pro-poor’ public transport subsidies in Bogotá," Transport Policy, Elsevier, vol. 68(C), pages 37-51.
    4. Ahmet Faruk Aysan & Dilek Demirbas & Mustafa Disli & Monica Parra, 2021. "Resilience and Path Dependency: Income Distribution Effects of GDP in Colombia," Working Papers hal-03365148, HAL.
    5. Xepapadeas, Anastasios & Yannacopoulos, Athanasios N., 2023. "Spatial growth theory: Optimality and spatial heterogeneity," Journal of Economic Dynamics and Control, Elsevier, vol. 146(C).
    6. Roberto Iacono & Elisa Palagi, 2023. "A micro perspective on r > g," Economica, London School of Economics and Political Science, vol. 90(358), pages 531-556, April.
    7. Gonçalves, Tiago & Barros, Victor & Serra, Gonçalo, 2022. "Political elections uncertainty and earnings management: Does firm size really matter?," Economics Letters, Elsevier, vol. 214(C).
    8. Kazuhiro Kurose, 2022. "A two-class economy from the multi-sectoral perspective: the controversy between Pasinetti and Meade–Hahn–Samuelson–Modigliani revisited," Evolutionary and Institutional Economics Review, Springer, vol. 19(1), pages 239-270, April.
    9. Brock, William A. & Xepapadeas, Anastasios & Yannacopoulos, Athanasios N., 2014. "Spatial externalities and agglomeration in a competitive industry," Journal of Economic Dynamics and Control, Elsevier, vol. 42(C), pages 143-174.
    10. Stiglitz, Joseph E., 2018. "Pareto efficient taxation and expenditures: Pre- and re-distribution," Journal of Public Economics, Elsevier, vol. 162(C), pages 101-119.
    11. Ballestra, Luca Vincenzo, 2016. "The spatial AK model and the Pontryagin maximum principle," Journal of Mathematical Economics, Elsevier, vol. 67(C), pages 87-94.
    12. Chatterjee, Sidharta, 2020. "Capital Resource Inequality," MPRA Paper 104161, University Library of Munich, Germany.
    13. Lucrezia Fanti, 2018. "An AB-SFC Model of Induced Technical Change along Classical and Keynesian Lines," Working Papers 3/18, Sapienza University of Rome, DISS.
    14. Zhu, Le & Shi, Fei, 2022. "Spatial and social inequalities of job accessibility in Kunshan city, China: Application of the Amap API and mobile phone signaling data," Journal of Transport Geography, Elsevier, vol. 104(C).
    15. Herb Kunze & Davide La Torre & Simone Marsiglio, 2019. "A Multicriteria Macroeconomic Model with Intertemporal Equity and Spatial Spillovers," Papers 1911.08247, arXiv.org.
    16. Brei, Michael & Ferri, Giovanni & Gambacorta, Leonardo, 2023. "Financial structure and income inequality," Journal of International Money and Finance, Elsevier, vol. 131(C).
    17. Dong, Jiayun & Liang, Wenyuan & Fu, Yimin & Liu, Weiping & Managi, Shunsuke, 2021. "Impact of devolved forest tenure reform on formal credit access for households: Evidence from Fujian, China," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 486-498.
    18. Chhavi Tiwari & Sankalpa Bhattacharjee & Debkumar Chakrabarti, 2020. "Investigating Regional Inequalities in India: Are Indian Districts Converging?," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(5), pages 684-716, July.
    19. Lucrezia Fanti & Dario Guarascio & Massimo Moggi, 2020. "The development of AI and its impact on business models, organization and work," LEM Papers Series 2020/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    20. Chatterjee, Sidharta, 2021. "On the Theory of Knowledge Resource Inequality: Role of Knowledge Capital in Social Transformation," MPRA Paper 105221, University Library of Munich, Germany.

    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:gam:jecomi:v:10:y:2022:i:7:p:164-:d:860858. 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: MDPI Indexing Manager The email address of this maintainer does not seem to be valid anymore. Please ask MDPI Indexing Manager to update the entry or send us the correct address (email available below). General contact details of provider: https://www.mdpi.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.