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The Dynamic Relationship among Bank Credit, House Prices and Carbon Dioxide Emissions in China

Author

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  • Guangyang Chen

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

  • Kai Dong

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

  • Shaonan Wang

    (Department of Agriculture and Applied Economics, University of Georgia, Conner Hall, 147 Cedar St., Athens, GA 30602, USA)

  • Xiuli Du

    (School of Finance, Nanjing University of Finance and Economics, Nanjing 210023, China)

  • Ronghua Zhou

    (School of Social Sciences and Humanities, University College Sedaya International, Cheras 56000, Malaysia)

  • Zhongwei Yang

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

Abstract

This paper explores the dynamic relationship among bank credit, house prices and carbon dioxide emissions in China by systematically analyzing related data from January 2000 to December 2019 with the help of the time-varying parameter vector autoregression with stochastic volatility (TVP-SV-VAR) model and the Bayesian DCC-GARCH model. Empirical results show the expansion of bank credit significantly drives up house prices and increases carbon dioxide emissions in mosttimes. The rise in house prices inhibits the expansion of bank credit but increases carbon dioxide emissions and aggravates environment pollution, and that the increase in carbon dioxide is helpful to stimulate bank credit expansion and house price rise. In addition, bank credit and house prices are most relevant, followed by bank credit and carbon dioxide emissions, then by house prices and carbon dioxide emissions. Therefore, we believe that in order to stabilize skyrocketing house prices, restrain carbon dioxide emissions, and secure a stable and healthy macro-economy, the government should strengthen management of bank credit, and effectively control its total volume.

Suggested Citation

  • Guangyang Chen & Kai Dong & Shaonan Wang & Xiuli Du & Ronghua Zhou & Zhongwei Yang, 2022. "The Dynamic Relationship among Bank Credit, House Prices and Carbon Dioxide Emissions in China," IJERPH, MDPI, vol. 19(16), pages 1-18, August.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:16:p:10428-:d:894208
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    as
    1. John V. Duca & John Muellbauer & Anthony Murphy, 2021. "What Drives House Price Cycles? International Experience and Policy Issues," Journal of Economic Literature, American Economic Association, vol. 59(3), pages 773-864, September.
    2. Atif Mian & Amir Sufi, 2022. "Credit Supply and Housing Speculation," The Review of Financial Studies, Society for Financial Studies, vol. 35(2), pages 680-719.
    3. Piet Eichholtz & Nils Kok & John M. Quigley, 2013. "The Economics of Green Building," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 50-63, March.
    4. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    5. Glaeser, Edward L. & Kahn, Matthew E., 2010. "The greenness of cities: Carbon dioxide emissions and urban development," Journal of Urban Economics, Elsevier, vol. 67(3), pages 404-418, May.
    6. John Geanakoplos & William Zame, 2014. "Collateral equilibrium, I: a basic framework," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 56(3), pages 443-492, August.
    7. Morris A. Davis, 2010. "housing and the business cycle," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    8. Zhao, Bingyu & Yang, Wanping, 2020. "Does financial development influence CO2 emissions? A Chinese province-level study," Energy, Elsevier, vol. 200(C).
    9. Al-mulali, Usama & Binti Che Sab, Che Normee, 2012. "The impact of energy consumption and CO2 emission on the economic growth and financial development in the Sub Saharan African countries," Energy, Elsevier, vol. 39(1), pages 180-186.
    10. Miranowski, John & Dinan, T., 1989. "Estimating the Implicit Price of Energy Efficiency Improvement in the Residential Housing Market: A Hedonic Approach," Staff General Research Papers Archive 10698, Iowa State University, Department of Economics.
    11. An, Simin & Li, Bo & Song, Dongping & Chen, Xue, 2021. "Green credit financing versus trade credit financing in a supply chain with carbon emission limits," European Journal of Operational Research, Elsevier, vol. 292(1), pages 125-142.
    12. Fuerst, Franz & Shimizu, Chihiro, 2016. "Green luxury goods? The economics of eco-labels in the Japanese housing market," Journal of the Japanese and International Economies, Elsevier, vol. 39(C), pages 108-122.
    13. Iacoviello, Matteo & Pavan, Marina, 2013. "Housing and debt over the life cycle and over the business cycle," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 221-238.
    14. Greg Kaplan & Kurt Mitman & Giovanni L. Violante, 2020. "The Housing Boom and Bust: Model Meets Evidence," Journal of Political Economy, University of Chicago Press, vol. 128(9), pages 3285-3345.
    15. Dinan, Terry M. & Miranowski, John A., 1989. "Estimating the implicit price of energy efficiency improvements in the residential housing market: A hedonic approach," Journal of Urban Economics, Elsevier, vol. 25(1), pages 52-67, January.
    16. Laquatra, Joseph, 1986. "Housing market capitalization of thermal integrity," Energy Economics, Elsevier, vol. 8(3), pages 134-138, July.
    17. Jos� A. Fioruci & Ricardo S. Ehlers & Marinho G. Andrade Filho, 2014. "Bayesian multivariate GARCH models with dynamic correlations and asymmetric error distributions," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(2), pages 320-331, February.
    18. Gilmer, Robert W., 1989. "Energy labels and economic search : An example from the residential real estate market," Energy Economics, Elsevier, vol. 11(3), pages 213-218, July.
    19. Yazan Qashou & Ahmed Samour & Mohammed Abumunshar, 2022. "Does the Real Estate Market and Renewable Energy Induce Carbon Dioxide Emissions? Novel Evidence from Turkey," Energies, MDPI, vol. 15(3), pages 1-13, January.
    20. Nobuhiro Kiyotaki & Alexander Michaelides & Kalin Nikolov, 2011. "Winners and Losers in Housing Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 255-296, March.
    21. Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
    22. Owen Lamont & Jeremy C. Stein, 1999. "Leverage and House-Price Dynamics in U.S. Cities," RAND Journal of Economics, The RAND Corporation, vol. 30(3), pages 498-514, Autumn.
    23. Edward L. Glaeser & Joshua D. Gottlieb & Kristina Tobio, 2012. "Housing Booms and City Centers," American Economic Review, American Economic Association, vol. 102(3), pages 127-133, May.
    24. Abbasi, Faiza & Riaz, Khalid, 2016. "CO2 emissions and financial development in an emerging economy: An augmented VAR approach," Energy Policy, Elsevier, vol. 90(C), pages 102-114.
    25. Boutabba, Mohamed Amine, 2014. "The impact of financial development, income, energy and trade on carbon emissions: Evidence from the Indian economy," Economic Modelling, Elsevier, vol. 40(C), pages 33-41.
    26. Brounen, Dirk & Kok, Nils, 2011. "On the economics of energy labels in the housing market," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 166-179, September.
    27. Susan Wachter, 2015. "The Housing and Credit Bubbles in the United States and Europe: A Comparison," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(S1), pages 37-42, March.
    28. Zhang, Yue-Jun, 2011. "The impact of financial development on carbon emissions: An empirical analysis in China," Energy Policy, Elsevier, vol. 39(4), pages 2197-2203, April.
    29. Kim, Dong-Hyeon & Wu, Yi-Chen & Lin, Shu-Chin, 2020. "Carbon dioxide emissions and the finance curse," Energy Economics, Elsevier, vol. 88(C).
    30. Tim Landvoigt & Monika Piazzesi & Martin Schneider, 2015. "The Housing Market(s) of San Diego," American Economic Review, American Economic Association, vol. 105(4), pages 1371-1407, April.
    31. Bauwens, Luc & Laurent, Sebastien, 2005. "A New Class of Multivariate Skew Densities, With Application to Generalized Autoregressive Conditional Heteroscedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 346-354, July.
    32. Jouchi Nakajima, 2011. "Time-Varying Parameter VAR Model with Stochastic Volatility: An Overview of Methodology and Empirical Applications," Monetary and Economic Studies, Institute for Monetary and Economic Studies, Bank of Japan, vol. 29, pages 107-142, November.
    33. Piet Eichholtz & Nils Kok & John M. Quigley, 2010. "Doing Well by Doing Good? Green Office Buildings," American Economic Review, American Economic Association, vol. 100(5), pages 2492-2509, December.
    34. Shahbaz, Muhammad & Destek, Mehmet Akif & Dong, Kangyin & Jiao, Zhilun, 2021. "Time-varying impact of financial development on carbon emissions in G-7 countries: Evidence from the long history," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    35. Ozturk, Ilhan & Acaravci, Ali, 2013. "The long-run and causal analysis of energy, growth, openness and financial development on carbon emissions in Turkey," Energy Economics, Elsevier, vol. 36(C), pages 262-267.
    36. Josue Cox & Sydney C. Ludvigson, 2021. "Drivers of the great housing boom‐bust: Credit conditions, beliefs, or both?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(3), pages 843-875, September.
    37. Engle, Robert, 2002. "Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
    38. Pedro Gete & Michael Reher, 2016. "Two Extensive Margins of Credit and Loan‐to‐Value Policies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(7), pages 1397-1438, October.
    39. Bologna, Pierluigi & Cornacchia, Wanda & Galardo, Maddalena, 2022. "Release of a liquidity regulation: What do we learn for credit and house prices?," Journal of Financial Stability, Elsevier, vol. 61(C).
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