Research article

Structural changes in China's flow of funds (1992–2022): A Who-to-Whom model

  • Received: 03 September 2024 Revised: 26 February 2025 Accepted: 13 March 2025 Published: 18 March 2025
  • JEL Codes: C82, E01, E47

  • We aimed to compile the flow of funds and stock matrix based on the Who-to-Whom (W-t-W) model. Our objective was to analyze structural changes in China's flow of funds and macroeconomic regulation. To strengthen macroeconomic monitoring, we examined the characteristics of fund sources and uses across sectors from a sectoral perspective of the flow of funds. Utilizing data on fund flows and stocks, we constructed the Chinese flow-of-funds matrix and financial asset-liability matrix for the period 1998–2022. Furthermore, time series methods were introduced to track the flow of funds and conduct influence and sensitivity analysis of assets and liabilities. We also performed a multiplier analysis of the fluctuations in the flow of funds and discuss the position and role of the Financial Corporation and Government sector in the financial market.

    Citation: Nan Zhang, Li Zhu. Structural changes in China's flow of funds (1992–2022): A Who-to-Whom model[J]. Quantitative Finance and Economics, 2025, 9(1): 167-201. doi: 10.3934/QFE.2025006

    Related Papers:

  • We aimed to compile the flow of funds and stock matrix based on the Who-to-Whom (W-t-W) model. Our objective was to analyze structural changes in China's flow of funds and macroeconomic regulation. To strengthen macroeconomic monitoring, we examined the characteristics of fund sources and uses across sectors from a sectoral perspective of the flow of funds. Utilizing data on fund flows and stocks, we constructed the Chinese flow-of-funds matrix and financial asset-liability matrix for the period 1998–2022. Furthermore, time series methods were introduced to track the flow of funds and conduct influence and sensitivity analysis of assets and liabilities. We also performed a multiplier analysis of the fluctuations in the flow of funds and discuss the position and role of the Financial Corporation and Government sector in the financial market.



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    [1] Al-Haschimi A, Spita T (2024) The evolution of China's growth model: challenges and long-term growth prospects. Economic Bulletin Articles.
    [2] Copeland MA (1947) Tracing Moneyflows through the United States Economy. Am Econ Rev 37: 31-49.
    [3] Copeland MA (1949) Social Accounting for Moneyflows. Account Rev 24: 254-264.
    [4] Copeland MA (1952) A Study of Moneyflows in the United States, Newyork: NBER Books.
    [5] Dawson JC (1996) Flow-of-funds Analysis: A Handbook for Practitioners, Landon: M.E. Sharpe.
    [6] Bekkers E, Koopman RB, Rêgo CL (2021) Structural change in the Chinese economy and changing trade relations with the world. China Econ Rev 65: 101573. https://doi.org/10.1016/j.chieco.2020.101573 doi: 10.1016/j.chieco.2020.101573
    [7] Financial Stability Board, International Monetary Fund (2009) The Financial Crisis and Information Gaps. Report to the G-20 Finance Ministers and Central Bank Governors. Available from: http://www.imf.org/external/np/g20/pdf/102909.pdf.
    [8] Gong X, Bian J (2010) The mechanism of inter-sectoral contagion in China's macro-finance. Econ Res J 45: 79-89.
    [9] Hu QY (2010) Input-output capital flow statement and capital correlation model. J Quant Tech Econ 27: 133–146.
    [10] Klein LR (1983) Lectures in Econometrics, Amsterdam: North-Holland, 35–44.
    [11] Leontief WW (1953) Structural change, In: Leontief, W. (Ed.), Studies in the structure of the American economy (pp. 17–52). New York: Oxford University Press, Chapter 2. Domestic Production and Foreign Trade; The American Capital Position Re-Examined.
    [12] Leontief WW (1963) The structure of development. Sci Am 209: 148–166. https://doi.org/10.1038/scientificamerican0963-148 doi: 10.1038/scientificamerican0963-148
    [13] Li Y (1998) Flow of Funds in China's opening up process. Econ Res J 33: 14-24.
    [14] Li Y, Yin J (2007) Anatomy of High Savings Rate of China: Analysis Based upon Flow of Funds Account of China from 1992 to 2003. Econ Res J 42: 14-26.
    [15] Li Y, Zhang YJ (2020) China's National Balance Sheet 2020, China Social Sciences Press.
    [16] National Bureau of Statistics of China (2023) China Statistical Yearbook 2022, China statistics press.
    [17] Rasmussen PN (1956) Studies in inter-sectoral relations, EinarHarcks Forlag.
    [18] Shi Y (2023) Is China financialised? The significance of two historic transformations of Chinese finance. New Polit Econ 29: 305–320.
    [19] Solow RM (1952) On the Structure of Linear Models. Econometrica 20: 29–46.
    [20] Stone R (1966) The Social Accounts from a Consumer's Point of View. Review Income Wealth 12: 1–33. https://doi.org/10.1111/j.1475-4991.1966.tb00709.x doi: 10.1111/j.1475-4991.1966.tb00709.x
    [21] Taylor SP (1996) From Money-flows Accounts to Flow-of-funds Accounts, A paper prepared for the annual meeting of the American Statistical Association, 1991. Printed in: Dawson, J.C. (Ed.), Flow-of-funds analysis: A handbook for practitioners. M. E. Sharp, pp. 101–108.
    [22] Tsujimura K, Mizoshita M (2002) Flow of funds Analysis: Fundamental Technique and Policy Evaluation, Keio University Press (in Japanese): 30–49, 63–98.
    [23] Tsujimura K, Tsujimura M (2018) A Flow of Funds Analysis of the US Quantitative Easing. Econ Syst Res 30: 137–177. https://doi.org/10.1080/09535314.2018.1443908 doi: 10.1080/09535314.2018.1443908
    [24] Tsujimura M, Tsujimura K (2020) Flow-of-Funds Structure of the U.S. Economy 2001–2018. Econ Syst Res 33: 385–416. https://doi.org/10.1080/09535314.2020.1795629 doi: 10.1080/09535314.2020.1795629
    [25] Vitor Gaspar (2023) Transcript of the 2023 Fiscal Monitor Press Briefing. Available from: https://www.imf.org/en/News/Articles/2023/04/13/tr041223-fm-press-briefing-transcript.
    [26] Wen J, Ruan J (2006) The report of China's Flow of Funds Analysis. China finance, 31–33.
    [27] Winkler B, Riet AV, Bull P (2013a) Financial Intermediary Balance Sheet Management, A Flow of Funds Perspective on the Financial Crisis: Volume Ⅰ: Money, Credit and Sectors Balance Sheets, London: Palgrave Macmillan, 177–202.
    [28] de Rougemont P, Winkler B (2014) The Financial Crisis in the Light of the Euro Area Accounts: Selected Issues, In: Winkler, B., Riet, A.V., Bull, P., A Flow of Funds Perspective on the Financial Crisis: Volume Ⅱ: Macroeconomic Imbalances and Risks to Financial Stability, London: Palgrave Macmillan, 155-198. https://doi.org/10.1057/9781137353016_6
    [29] Yi G (2020) Revisiting China's financial asset structure and policy implications. Econ Res J 55: 4-17.
    [30] Zhang N (2005) The theory and practice of global flow of funds (in Japanese), Minerva Shobo Inc. (in Japanese), 75-99.
    [31] Zhang N, Zhao X (2019) Measuring Global Flow of Funds: A Case Study on China, Japan and the United States. Econ Syst Res 31: 520–550. https://doi.org/10.1080/09535314.2019.1574719 doi: 10.1080/09535314.2019.1574719
    [32] Zhang N (2020) Statistical Observations on the Flow of Funds of China: 1992–2017. In: Flow of Funds Analysis: Innovation and Development, Springer, Singapore, 61-88. https://doi.org/10.1007/978-981-15-7720-8_2
    [33] Zhang N, Zhu L (2021) Global Flow of Funds as a Network: The Case Study of the G20. Jpn J Monetary Financ Econ 9: 21-56. 2021. https://doi.org/10.32184/jjmfe.9.0_21 doi: 10.32184/jjmfe.9.0_21
    [34] Zhang N (2022) Measuring Global Flow of Funds: who-to-whom matrix and financial network, Jpn J Stat Data Sci 5: 899-942. https://link.springer.com/article/10.1007/s42081-022-00175-x
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