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Exploring Bubbles in the Digital Economy: The Case of China

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  • Qin, Meng
  • Mirza, Nawazish
  • Su, Chi-Wei
  • Umar, Muhammad

Abstract

This study identifies the cyclical boom-and-bust episodes in digital economy-related assets and determines whether bubbles exist in China's digital economy. The extant literature mainly focuses on tech or cryptocurrency bubbles and has not considered the digital economy. Therefore, we use data from March 22, 2017, to March 3, 2022, and employ the generalized supremum augmented Dickey–Fuller (GSADF) technique to capture the irrational prosperity in China's digital economy. The conclusion suggests the existence of five bubbles in China's digital economy, all accompanied by extreme fluctuations in related asset prices, which the asset-pricing model supports. Under the backdrop of the scientific and technological revolution and industrial transformation, this exploration offers meaningful suggestions for China to facilitate the sound development of the digital economy.

Suggested Citation

  • Qin, Meng & Mirza, Nawazish & Su, Chi-Wei & Umar, Muhammad, 2023. "Exploring Bubbles in the Digital Economy: The Case of China," Global Finance Journal, Elsevier, vol. 57(C).
  • Handle: RePEc:eee:glofin:v:57:y:2023:i:c:s1044028323000662
    DOI: 10.1016/j.gfj.2023.100871
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    1. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015. "Testing For Multiple Bubbles: Historical Episodes Of Exuberance And Collapse In The S&P 500," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1043-1078, November.
    2. Liang, Lin & Li, Yan, 2023. "How does government support promote digital economy development in China? The mediating role of regional innovation ecosystem resilience," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    3. Refet S. Gürkaynak, 2008. "Econometric Tests Of Asset Price Bubbles: Taking Stock," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 166-186, February.
    4. Peter C. B. Phillips & Shu-Ping Shi & Jun Yu, 2011. "Testing for Multiple Bubbles," Working Papers CoFie-03-2011, Singapore Management University, Sim Kee Boon Institute for Financial Economics.
    5. Robert J. Shiller, 1984. "Stock Prices and Social Dynamics," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 15(2), pages 457-510.
    6. Zhang, Chuan & Liu, Lixia, 2023. "Corporate inventory and cash holdings in digital economy strategy: Evidence from China," Finance Research Letters, Elsevier, vol. 53(C).
    7. Peter C. B. Phillips & Jun Yu, 2011. "Dating the timeline of financial bubbles during the subprime crisis," Quantitative Economics, Econometric Society, vol. 2(3), pages 455-491, November.
    8. Can Gao & Ian W. R. Martin, 2021. "Volatility, Valuation Ratios, and Bubbles: An Empirical Measure of Market Sentiment," Journal of Finance, American Finance Association, vol. 76(6), pages 3211-3254, December.
    9. Marcel Nutz & José A. Scheinkman, 2020. "Shorting in Speculative Markets," Journal of Finance, American Finance Association, vol. 75(2), pages 995-1036, April.
    10. Yousaf, Imran & Yarovaya, Larisa, 2022. "Herding behavior in conventional cryptocurrency market, non-fungible tokens, and DeFi assets," Finance Research Letters, Elsevier, vol. 50(C).
    11. Haddad, Valentin & Ho, Paul & Loualiche, Erik, 2022. "Bubbles and the value of innovation," Journal of Financial Economics, Elsevier, vol. 145(1), pages 69-84.
    12. Chowdhury, Md Shahedur R. & Damianov, Damian S. & Elsayed, Ahmed H., 2022. "Bubbles and crashes in cryptocurrencies: Interdependence, contagion, or asset rotation?," Finance Research Letters, Elsevier, vol. 46(PB).
    13. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-930, September.
    14. López, Raquel & Sevillano, María Caridad & Jareño, Francisco, 2023. "Uncertainty and US stock market dynamics," Global Finance Journal, Elsevier, vol. 56(C).
    15. Bhattacharya, Utpal & Galpin, Neal & Ray, Rina & Yu, Xiaoyun, 2009. "The Role of the Media in the Internet IPO Bubble," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 657-682, June.
    16. Tirole, Jean, 1982. "On the Possibility of Speculation under Rational Expectations," Econometrica, Econometric Society, vol. 50(5), pages 1163-1181, September.
    17. Lin, Kun, 2023. "The impact of intellectual property protection on business performance of high-tech enterprises: The mediating effect of political-business relations," Finance Research Letters, Elsevier, vol. 54(C).
    18. Mauck, Nathan & Pruitt, Stephen & Zhang, Wenjia, 2022. "Words matter: Market responses to changes in U.S. and Chinese trade-related internet search frequency under different U.S. administrations," Global Finance Journal, Elsevier, vol. 53(C).
    19. Azmat, Saad & Hassan, M. Kabir & Ghaffar, Hamza & Azad, A.S.M. Sohel, 2021. "State contingent banking and asset price bubbles: The case of Islamic banking industry," Global Finance Journal, Elsevier, vol. 50(C).
    20. Li, Shanshan, 2022. "COVID-19 and A-share banks' stock price volatility: From the perspective of the epidemic evolution in China and the US," Global Finance Journal, Elsevier, vol. 54(C).
    21. Cheng, Feiyang & Wang, Chunfeng & Cui, Xin & Wu, Ji & He, Feng, 2021. "Economic policy uncertainty exposure and stock price bubbles: Evidence from China," International Review of Financial Analysis, Elsevier, vol. 78(C).
    22. Emna Mnif & Bassem Salhi & Khaireddine Mouakha & Anis Jarboui, 2022. "Investor behavior and cryptocurrency market bubbles during the COVID-19 pandemic," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 14(4), pages 491-507, June.
    23. Qin, Meng & Su, Chi-Wei & Tao, Ran, 2021. "BitCoin: A new basket for eggs?," Economic Modelling, Elsevier, vol. 94(C), pages 896-907.
    24. Anderson, Keith & Brooks, Chris & Katsaris, Apostolos, 2010. "Speculative bubbles in the S&P 500: Was the tech bubble confined to the tech sector?," Journal of Empirical Finance, Elsevier, vol. 17(3), pages 345-361, June.
    25. Guo, Bingnan & Wang, Yu & Zhang, Hao & Liang, Chunyan & Feng, Yu & Hu, Feng, 2023. "Impact of the digital economy on high-quality urban economic development: Evidence from Chinese cities," Economic Modelling, Elsevier, vol. 120(C).
    26. Li, Zheng-Zheng & Su, Chi-Wei & Chang, Tsangyao & Lobonţ, Oana-Ramona, 2022. "Policy-driven or market-driven? Evidence from steam coal price bubbles in China," Resources Policy, Elsevier, vol. 78(C).
    27. Yu, Xiaoling & Xiao, Kaitian, 2023. "COVID-19 Government restriction policy, COVID-19 vaccination and stock markets: Evidence from a global perspective," Finance Research Letters, Elsevier, vol. 53(C).
    28. Hancock, Mary Everett & Mora, Jesse, 2023. "The Impact of COVID-19 on Chinese trade and production: An empirical analysis of processing trade with Japan and the US," Journal of Asian Economics, Elsevier, vol. 86(C).
    29. Chi-Wei Su & Lidong Pang & Muhammad Umar & Oana-Ramona Lobonţ, 2022. "Will Gold Always Shine amid World Uncertainty?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(12), pages 3425-3438, September.
    30. Jang, Jeewon & Kang, Jangkoo, 2019. "Probability of price crashes, rational speculative bubbles, and the cross-section of stock returns," Journal of Financial Economics, Elsevier, vol. 132(1), pages 222-247.
    31. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    32. Su, Chi Wei & Qin, Meng & Chang, Hsu-Ling & Țăran, Alexandra-Mădălina, 2023. "Which risks drive European natural gas bubbles? Novel evidence from geopolitics and climate," Resources Policy, Elsevier, vol. 81(C).
    33. Wang, Jianda & Wang, Bo & Dong, Kangyin & Dong, Xiucheng, 2022. "How does the digital economy improve high-quality energy development? The case of China," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    34. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
    35. Nartea, Gilbert V. & Bai, Hengyu & Wu, Ji, 2020. "Investor sentiment and the economic policy uncertainty premium," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    36. Choi, Jongmoo Jay & Kedar-Levy, Haim & Yoo, Sean Sehyun, 2015. "Are individual or institutional investors the agents of bubbles?," Journal of International Money and Finance, Elsevier, vol. 59(C), pages 1-22.
    37. Peter C. B. Phillips & Shuping Shi & Jun Yu, 2015. "Testing For Multiple Bubbles: Historical Episodes Of Exuberance And Collapse In The S&P 500," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 1043-1078, November.
    38. John M. Griffin & Jeffrey H. Harris & Tao Shu & Selim Topaloglu, 2011. "Who Drove and Burst the Tech Bubble?," Journal of Finance, American Finance Association, vol. 66(4), pages 1251-1290, August.
    39. Chiang, Ming-Chu & Tsai, I-Chun & Lee, Cheng-Feng, 2011. "Fundamental indicators, bubbles in stock returns and investor sentiment," The Quarterly Review of Economics and Finance, Elsevier, vol. 51(1), pages 82-87, February.
    40. Efthymios Pavlidis & Ivan Paya & David Peel, 2012. "A New Test for Rational Speculative Bubbles using Forward Exchange Rates: The Case of the Interwar German Hyperinflation," Working Papers 18599597, Lancaster University Management School, Economics Department.
    41. Geuder, Julian & Kinateder, Harald & Wagner, Niklas F., 2019. "Cryptocurrencies as financial bubbles: The case of Bitcoin," Finance Research Letters, Elsevier, vol. 31(C).
    42. Chen, Yufeng & Zhang, Shun & Miao, Jiafeng, 2023. "The negative effects of the US-China trade war on innovation: Evidence from the Chinese ICT industry," Technovation, Elsevier, vol. 123(C).
    43. Qin, Meng & Su, Chi-Wei & Umar, Muhammad & Lobonţ, Oana-Ramona & Manta, Alina Georgiana, 2023. "Are climate and geopolitics the challenges to sustainable development? Novel evidence from the global supply chain," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 748-763.
    44. Kyriazis, Nikolaos & Papadamou, Stephanos & Corbet, Shaen, 2020. "A systematic review of the bubble dynamics of cryptocurrency prices," Research in International Business and Finance, Elsevier, vol. 54(C).
    45. Lucas, Robert E, Jr, 1978. "Asset Prices in an Exchange Economy," Econometrica, Econometric Society, vol. 46(6), pages 1429-1445, November.
    46. Rim El Khoury & Nohad Nasrallah & Khaled Hussainey & Rima Assaf, 2023. "Spillover analysis across FinTech, ESG, and renewable energy indices before and during the Russia–Ukraine war: International evidence," Post-Print hal-04564870, HAL.
    47. Maouchi, Youcef & Charfeddine, Lanouar & El Montasser, Ghassen, 2022. "Understanding digital bubbles amidst the COVID-19 pandemic: Evidence from DeFi and NFTs," Finance Research Letters, Elsevier, vol. 47(PA).
    48. Tirole, Jean, 1985. "Asset Bubbles and Overlapping Generations," Econometrica, Econometric Society, vol. 53(6), pages 1499-1528, November.
    49. Chen, Xiangyu & Tongurai, Jittima, 2023. "Informational linkage and price discovery between China's futures and spot markets: Evidence from the US–China trade dispute," Global Finance Journal, Elsevier, vol. 55(C).
    50. Campello, Murillo & Graham, John R., 2013. "Do stock prices influence corporate decisions? Evidence from the technology bubble," Journal of Financial Economics, Elsevier, vol. 107(1), pages 89-110.
    51. Montasser, Ghassen El & Charfeddine, Lanouar & Benhamed, Adel, 2022. "COVID-19, cryptocurrencies bubbles and digital market efficiency: sensitivity and similarity analysis," Finance Research Letters, Elsevier, vol. 46(PA).
    52. E. Mnif & B. Salhi & K. Mouakhar & A. Jarboui, 2022. "Investor Behavior and Cryptocurrency Market Bubbles during the COVID-19 Pandemic," Post-Print hal-04452853, HAL.
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    More about this item

    Keywords

    Digital economy; China; Asset bubbles; Generalized SADF; Irrational prosperity;
    All these keywords.

    JEL classification:

    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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