IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v149y2025ics0264999325000987.html

A dynamic model of real-financial markets interaction

Author

Listed:
  • Sordi, Serena
  • Naimzada, Ahmad
  • Davila-Fernandez, Marwil J.

Abstract

The global recession brought on by the financial crisis and the COVID-19 pandemic has reignited interest in understanding the relationship between business cycles and financial conditions. This paper proposes a macrodynamic model that captures the interaction between the stock market (SM) and the economy’s real sector (RS), which is fueled by two distinct sources of persistent fluctuations. The SM incorporates two types of speculators, namely, chartists and fundamentalists, whereas the RS is a simplified version of Goodwin’s growth cycle model that distinguishes between labor and capital incomes. This framework connects the chartist–fundamentalist literature to Goodwin’s model for the first time. The interaction is based on two key assumptions: (i) investment decisions are influenced by profits and stock prices, and (ii) speculators perceive the fundamental value of the stock as proportional to national output. This interaction of real and financial dynamics causes fluctuations due to the sensitivity of investment to stock prices and the proportionality between stock fundamentals and output.

Suggested Citation

  • Sordi, Serena & Naimzada, Ahmad & Davila-Fernandez, Marwil J., 2025. "A dynamic model of real-financial markets interaction," Economic Modelling, Elsevier, vol. 149(C).
  • Handle: RePEc:eee:ecmode:v:149:y:2025:i:c:s0264999325000987
    DOI: 10.1016/j.econmod.2025.107103
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264999325000987
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2025.107103?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Day, Richard H. & Huang, Weihong, 1990. "Bulls, bears and market sheep," Journal of Economic Behavior & Organization, Elsevier, vol. 14(3), pages 299-329, December.
    2. F. Cavalli & A. Naimzada & N. Pecora, 2022. "A stylized macro-model with interacting real, monetary and stock markets," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 17(1), pages 225-257, January.
    3. Roberto Dieci & Xue-Zhong He, 2018. "Heterogeneous Agent Models in Finance," Research Paper Series 389, Quantitative Finance Research Centre, University of Technology, Sydney.
    4. Mao Ye & Miles Zheng & Xiongshi Li, 2020. "Price Ceiling, Market Structure, and Payout Policies," NBER Working Papers 28054, National Bureau of Economic Research, Inc.
    5. Bernanke, Ben S. & Gertler, Mark & Gilchrist, Simon, 1999. "The financial accelerator in a quantitative business cycle framework," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 21, pages 1341-1393, Elsevier.
    6. Chen, Zhenxi & Zheng, Huanhuan, 2022. "Herding in the Chinese and US stock markets: Evidence from a micro-founded approach," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 597-604.
    7. Dieci, Roberto & Schmitt, Noemi & Westerhoff, Frank, 2018. "Interactions between stock, bond and housing markets," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 43-70.
    8. Franke, Reiner & Westerhoff, Frank, 2019. "Different compositions of aggregate sentiment and their impact on macroeconomic stability," Economic Modelling, Elsevier, vol. 76(C), pages 117-127.
    9. S. Sordi, 1999. "Economic models and the relevance of “chaotic regions”:An application to Goodwin's growth cycle model," Annals of Operations Research, Springer, vol. 89(0), pages 3-19, January.
    10. E. Stockhammere & J. Michell, 2017. "Pseudo-Goodwin cycles in a Minsky model," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(1), pages 105-125.
    11. Shushu Li & Jinglan Zhang & Yong Ma, 2015. "Financial Development, Environmental Quality and Economic Growth," Sustainability, MDPI, vol. 7(7), pages 1-22, July.
    12. E. Kuh, 1967. "A Productivity Theory of Wage Levels—An Alternative to the Phillips Curve," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(4), pages 333-360.
    13. Schmitt, Noemi & Westerhoff, Frank, 2021. "Trend followers, contrarians and fundamentalists: Explaining the dynamics of financial markets," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 117-136.
    14. Chiarella,Carl & Flaschel,Peter & Franke,Reiner, 2011. "Foundations for a Disequilibrium Theory of the Business Cycle," Cambridge Books, Cambridge University Press, number 9780521369923, January.
    15. Gallegati, Marco & Delli Gatti, Domenico, 2018. "Macrofinancial imbalances in historical perspective: A global crisis index," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 190-205.
    16. Ryoo, Soon, 2010. "Long waves and short cycles in a model of endogenous financial fragility," Journal of Economic Behavior & Organization, Elsevier, vol. 74(3), pages 163-186, June.
    17. Hyman P. Minsky, 1982. "Can “It” Happen Again? A Reprise," Challenge, Taylor & Francis Journals, vol. 25(3), pages 5-13, July.
    18. Matheus R. Grasselli & Aditya Maheshwari, 2018. "Testing a Goodwin model with general capital accumulation rate," Papers 1803.01536, arXiv.org.
    19. Andrés Fernández & Adam Gulan, 2015. "Interest Rates, Leverage, and Business Cycles in Emerging Economies: The Role of Financial Frictions," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(3), pages 153-188, July.
    20. Keen, Steve, 2013. "A monetary Minsky model of the Great Moderation and the Great Recession," Journal of Economic Behavior & Organization, Elsevier, vol. 86(C), pages 221-235.
    21. Franke, Reiner & Westerhoff, Frank, 2012. "Structural stochastic volatility in asset pricing dynamics: Estimation and model contest," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1193-1211.
    22. Hommes,Cars, 2015. "Behavioral Rationality and Heterogeneous Expectations in Complex Economic Systems," Cambridge Books, Cambridge University Press, number 9781107564978, January.
    23. Turnovsky, Stephen J., 2011. "On the role of small models in macrodynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 35(9), pages 1605-1613, September.
    24. Naimzada, Ahmad & Pireddu, Marina, 2015. "Real and financial interacting markets: A behavioral macro-model," Chaos, Solitons & Fractals, Elsevier, vol. 77(C), pages 111-131.
    25. Giovanni Dosi & Davide Usula & Maria Enrica Virgillito, 2024. "Increasing returns and labor markets in a predator–prey model," Journal of Evolutionary Economics, Springer, vol. 34(2), pages 375-402, April.
    26. Priit Jeenas, 2023. "Firm balance sheet liquidity, monetary policy shocks, and investment dynamics," Economics Working Papers 1872, Department of Economics and Business, Universitat Pompeu Fabra.
    27. Velupillai, K. Vela, 2006. "A disequilibrium macrodynamic model of fluctuations," Journal of Macroeconomics, Elsevier, vol. 28(4), pages 752-767, December.
    28. Engelbert Stockhammer, 2004. "Financialisation and the slowdown of accumulation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(5), pages 719-741, September.
    29. Pablo Ottonello & Thomas Winberry, 2020. "Financial Heterogeneity and the Investment Channel of Monetary Policy," Econometrica, Econometric Society, vol. 88(6), pages 2473-2502, November.
    30. Frank Westerhoff, 2012. "Interactions between the Real Economy and the Stock Market: A Simple Agent-Based Approach," Discrete Dynamics in Nature and Society, Hindawi, vol. 2012, pages 1-21, July.
    31. Mohammed Ziaur Rehman & Nasir Ali & Najeeb Muhammad Nasir, 2015. "Financial Development, Savings and Economic Growth: Evidence from Bahrain Using VAR," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 112-123, April.
    32. Gardini, L. & Radi, D. & Schmitt, N. & Sushko, I. & Westerhoff, F., 2022. "Causes of fragile stock market stability," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 483-498.
    33. Jose Barrales‐Ruiz & Ivan Mendieta‐Muñoz & Codrina Rada & Daniele Tavani & Rudiger von Arnim, 2022. "The distributive cycle: Evidence and current debates," Journal of Economic Surveys, Wiley Blackwell, vol. 36(2), pages 468-503, April.
    34. James Crotty, 2009. "Structural causes of the global financial crisis: a critical assessment of the 'new financial architecture'," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(4), pages 563-580, July.
    35. Paul Beaudry & Dana Galizia & Franck Portier, 2020. "Putting the Cycle Back into Business Cycle Analysis," American Economic Review, American Economic Association, vol. 110(1), pages 1-47, January.
    36. Franke, Reiner, 2018. "Reviving Kalecki’s business cycle model in a growth context," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 157-171.
    37. Toichiro Asada & Carl Chiarella & Peter Flaschel & Tarik Mouakil & Christian Proaño & Willi Semmler, 2011. "Stock‐Flow Interactions, Disequilibrium Macroeconomics And The Role Of Economic Policy," Journal of Economic Surveys, Wiley Blackwell, vol. 25(3), pages 569-599, July.
    38. Sordi, Serena & Vercelli, Alessandro, 2014. "Unemployment, income distribution and debt-financed investment in a growth cycle model," Journal of Economic Dynamics and Control, Elsevier, vol. 48(C), pages 325-348.
    39. Chiarella, Carl & He, Xue-Zhong & Zwinkels, Remco C.J., 2014. "Heterogeneous expectations in asset pricing: Empirical evidence from the S&P500," Journal of Economic Behavior & Organization, Elsevier, vol. 105(C), pages 1-16.
    40. Flaschel, Peter & Charpe, Matthieu & Galanis, Giorgos & Proaño, Christian R. & Veneziani, Roberto, 2018. "Macroeconomic and stock market interactions with endogenous aggregate sentiment dynamics," Journal of Economic Dynamics and Control, Elsevier, vol. 91(C), pages 237-256.
    41. Cars Hommes, 2021. "Behavioral and Experimental Macroeconomics and Policy Analysis: A Complex Systems Approach," Journal of Economic Literature, American Economic Association, vol. 59(1), pages 149-219, March.
    42. Karsten Kohler & Robert Calvert Jump, 2022. "Estimating Nonlinear Business Cycle Mechanisms with Linear Vector Autoregressions: A Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 1077-1100, October.
    43. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    44. Gross, Marco, 2022. "Beautiful cycles: A theory and a model implying a curious role for interest," Economic Modelling, Elsevier, vol. 106(C).
    45. Peter Flaschel, 2015. "Goodwin’s MKS system: a baseline macro model," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 39(6), pages 1591-1605.
    46. Naimzada, Ahmad & Pireddu, Marina, 2014. "Dynamic behavior of product and stock markets with a varying degree of interaction," Economic Modelling, Elsevier, vol. 41(C), pages 191-197.
    Full references (including those not matched with items on IDEAS)

    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. Alessia Cafferata & Marwil J. Dávila-Fernández & Serena Sordi, 2020. "(Ir)rational explorers in the financial jungle: modelling Minsky with heterogeneous agents," Department of Economics University of Siena 819, Department of Economics, University of Siena.
    2. Serena Sordi & Marwil J. Dávila-Fernández, 2020. "Investment behaviour and “bull & bear” dynamics: modelling real and stock market interactions," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 15(4), pages 867-897, October.
    3. Araujo, Ricardo Azevedo & Dávila-Fernández, Marwil J. & Moreira, Helmar Nunes, 2019. "Some new insights on the empirics of Goodwin's growth-cycle model," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 42-54.
    4. Alessia Cafferata & Marwil J. Dávila-Fernández & Serena Sordi, 2021. "(Ir)rational explorers in the financial jungle," Journal of Evolutionary Economics, Springer, vol. 31(4), pages 1157-1188, September.
    5. Gardini, Laura & Radi, Davide & Schmitt, Noemi & Sushko, Iryna & Westerhoff, Frank, 2025. "On the limits of informationally efficient stock markets: New insights from a chartist-fundamentalist model," International Review of Financial Analysis, Elsevier, vol. 105(C).
    6. F. Cavalli & A. Naimzada & N. Pecora, 2022. "A stylized macro-model with interacting real, monetary and stock markets," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 17(1), pages 225-257, January.
    7. Schmitt, Noemi & Westerhoff, Frank, 2021. "Trend followers, contrarians and fundamentalists: Explaining the dynamics of financial markets," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 117-136.
    8. Dávila-Fernández, Marwil J. & Sordi, Serena, 2019. "Distributive cycles and endogenous technical change in a BoPC growth model," Economic Modelling, Elsevier, vol. 77(C), pages 216-233.
    9. Sordi, Serena & Dávila-Fernández, Marwil J., 2023. "The green-MKS system: A baseline environmental macro-dynamic model," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 1056-1085.
    10. Fausto Cavalli & Ahmad Naimzada & Nicol`o Pecora & Marina Pireddu, 2018. "Agents' beliefs and economic regimes polarization in interacting markets," Papers 1805.00387, arXiv.org.
    11. Gardini, L. & Radi, D. & Schmitt, N. & Sushko, I. & Westerhoff, F., 2022. "Causes of fragile stock market stability," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 483-498.
    12. Gross, Marco, 2022. "Beautiful cycles: A theory and a model implying a curious role for interest," Economic Modelling, Elsevier, vol. 106(C).
    13. Barrales-Ruiz, Jose & Arnim, Rudiger von, 2021. "Endogenous fluctuations in demand and distribution: An empirical investigation," Structural Change and Economic Dynamics, Elsevier, vol. 58(C), pages 204-220.
    14. Anufriev, Mikhail & Lamantia, Fabio & Radi, Davide & Tichy, Tomas, 2025. "Leaning against the wind in the New Keynesian model with heterogeneous expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 172(C).
    15. Roberto Dieci & Noemi Schmitt & Frank Westerhoff, 2025. "Boom–bust cycles and asset market participation waves: Momentum, value, risk, and herding," Journal of Evolutionary Economics, Springer, vol. 35(3), pages 513-551, July.
    16. Blaurock, Ivonne & Schmitt, Noemi & Westerhoff, Frank, 2018. "Market entry waves and volatility outbursts in stock markets," Journal of Economic Behavior & Organization, Elsevier, vol. 153(C), pages 19-37.
    17. Yannis Dafermos, 2015. "Debt cycles, instability and fiscal rules: a Godley-Minsky model," Working Papers 20151509, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    18. Gardini, Laura & Radi, Davide & Schmitt, Noemi & Sushko, Iryna & Westerhoff, Frank, 2025. "On boom-bust stock market dynamics, animal spirits, and the destabilizing nature of temporarily attracting virtual fixed points," Macroeconomic Dynamics, Cambridge University Press, vol. 29, pages 1-1, January.
    19. Anufriev, Mikhail & Bao, Te & Tuinstra, Jan, 2016. "Microfoundations for switching behavior in heterogeneous agent models: An experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 129(C), pages 74-99.
    20. Zechlin, Linus, 2025. "Economic complexity and financial development: A multilayered analysis of the European Union," IPE Working Papers 258/2025, Berlin School of Economics and Law, Institute for International Political Economy (IPE).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C02 - Mathematical and Quantitative Methods - - General - - - Mathematical Economics
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates

    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:eee:ecmode:v:149:y:2025:i:c:s0264999325000987. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.