Investor sentiment, registration reform, and post-IPO performance in China’s ChiNext market

Authors

  • Zhongqin Zhao XiAn international University
  • Norliza Che-Yahya

DOI:

https://doi.org/10.24191/

Keywords:

Investor sentiment, Registration reform, IPO performance

Abstract

This study examines how investor sentiment and China’s registration-based IPO reform jointly shape IPO pricing and post-listing performance in the ChiNext market. Using a sample of 704 IPOs from 2016 to 2022, this study constructs a composite sentiment index by combining market-based indicators with textual sentiment extracted from online investor comments using a machine learning approach. The results show that stronger pre-IPO sentiment is associated with higher initial returns, indicating sentiment-driven overpricing prior to listing. In contrast, the registration-based reform is linked to lower initial underpricing, suggesting improved price discovery under a more market-oriented issuance system. Over longer horizons, higher sentiment predicts significantly negative abnormal returns, consistent with the correction of initial overvaluation. In addition, elevated sentiment is associated with higher post-listing volatility, particularly in the early aftermarket period. Overall, the findings suggest that investor sentiment and registration-based reform jointly influence IPO outcomes, with institutional reform mitigating mispricing and enhancing market efficiency. This study contributes to the literature by providing evidence on the interaction between behavioral factors and institutional change, and by demonstrating the value of machine learning-based sentiment measures in the analysis of IPO performance.

References

Baker, M., & Wurgler, J. (2007a). Investor sentiment in the stock market. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.962706

Baker, M., & Wurgler, J. (2007b). Investor sentiment in the stock market. The Journal of Economic Perspectives, 21(2), 129. https://doi.org/10.1257/jep.21.2.129

Brown, G. W., & Cliff, M. T. (2005). Investor sentiment and asset valuation. The Journal of Business, 78(2), 405. https://doi.org/10.1086/427633

Butler, A. W., Keefe, M. O., & Kieschnick, R. L. (2014). Robust determinants of IPO underpricing and their implications for IPO research. Journal of Corporate Finance, 27, 367. https://doi.org/10.1016/j.jcorpfin.2014.06.002

Chan, Y. (2013). How does retail sentiment affect IPO returns? Evidence from the internet bubble period. International Review of Economics & Finance, 29, 235. https://doi.org/10.1016/j.iref.2013.05.016

Chang, M., Jackson, A. B., & Wee, M. (2017). A review of research on regulation changes in the Asia‐Pacific region. Accounting and Finance, 58(3), 635. https://doi.org/10.1111/acfi.12259

Che Yahya, N., Abdul Rahim, R., & Yong, O. (2014). Influence of institutional investors’ participation on flipping activity of Malaysian IPOs. Economic Systems, 38(4), 470. https://doi.org/10.1016/j.ecosys.2014.03.002

Che Yahya, N., Mohd Rashid, R., Le Thuy Ngoc, A., & Anwar, A. (2025). Winner’s Curse on Malaysian IPOs: Does the phenomenon still exist? Indonesian Capital Market Review, 17(1), 3. https://doi.org/10.7454/icmr.v17i1.1214

Çolak, G., Gounopoulos, D., Loukopoulos, P., & Loukopoulos, G. (2018). Local policy risk and IPO performance. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3275789

Deng, Q., Dai, L., Yang, Z., Zhou, Z., Hussein, M., Chen, D., & Swartz, M. (2023). The impacts of regulation regime changes on ChiNext IPOs: Effects of 2013 and 2020 reforms on initial return, fair value and overreaction. International Review of Financial Analysis, 89, 102794. https://doi.org/10.1016/j.irfa.2023.102794

Deng, Q., Zheng, L., Peng, J., Li, X., Zhou, Z., Hussein, M., Chen, D., & Swartz, M. (2024). The impacts of registration regime implementation on IPO pricing efficiency. International Review of Financial Analysis, 93, 103189. https://doi.org/10.1016/j.irfa.2024.103189

Derrien, F. (2005). IPO underpricing, ownership dispersion, and the flotation costs of going public. Review of Financial Studies, 18(1), 283. https://doi.org/10.1093/rfs/hhi010

Dong, Y., & Huang, J. (2022). Price limits, investor sentiment, and initial public offering underpricing: A quasi-natural experiment based on ChiNext. Emerging Markets Review, 51, 100893. https://doi.org/10.1016/j.ememar.2022.100893

Engelen, P.-J., Heugens, P., van Essen, M., Turturea, R., & Bailey, N. (2018). The impact of stakeholders’ temporal orientation on short- and long-term IPO outcomes: A meta-analysis. Long Range Planning, 53(2), 101853. https://doi.org/10.1016/j.lrp.2018.10.003

Geng, P., & Tan, Q. (2021). Cultural values, economic growth, and international IPO underpricing: Evidence from Chinese companies. Journal of Business Economics and Management, 22(2), 537. https://doi.org/10.3846/jbem.2021.13914

Gompers, P. A., & Lerner, J. (2003). The really long‐run performance of initial public offerings: The pre‐Nasdaq evidence. The Journal of Finance, 58(4), 1355. https://doi.org/10.1111/1540-6261.00570

Guo, D., Zheng, Y., Wang, W., Hu, P.-N., Yang, Z., & Chen, Z. (2022). The impact of different sentiment in investment decisions: Evidence from China’s stock markets IPOs. Economic Research-Ekonomska Istraživanja, 36(1), 2113739. https://doi.org/10.1080/1331677x.2022.2113739

Liu, Z., Hou, W., Li, Z., & Shi, P. (2025). Price limits, investor asset allocation, and price volatility: Evidence from China’s registration-based IPO reform. Research in International Business and Finance, 75, 102757. https://doi.org/10.1016/j.ribaf.2025.102757

Ljungqvist, A., Nanda, V. K., & Singh, R. (2006). Hot markets, investor sentiment, and IPO pricing. The Journal of Business, 79(4), 1667. https://doi.org/10.1086/503644

Lowry, M., Nanda, V. K., & Singh, R. (2017). The view from the top: Investor sentiment and the IPO market. Journal of Financial Economics, 126(3), 606. https://doi.org/10.1016/j.jfineco.2017.09.006

Lowry, M., Officer, M. S., & Schwert, G. W. (2010). The Variability of IPO Initial Returns. The Journal of Finance, 65(2), 425. https://doi.org/10.1111/j.1540-6261.2009.01540.x

Malo, P., Sinha, A., Korhonen, P., Wallenius, J., & Takala, P. (2013). Good debt or bad debt: Detecting semantic orientations in economic texts. Journal of the Association for Information Science and Technology, 65(4), 782. https://doi.org/10.1002/asi.23062

Nguyen, T., Guo, J., Dao, D., Nguyen, F., & To, B. C. N. (2024). The dynamics of investor sentiment impacts in equity crowdfunding: Unveiling the when. British Journal of Management, 36(1), 423. https://doi.org/10.1111/1467-8551.12854

Pham, Q., Pham, H., Pham, T. T. T., & Tiwari, A. (2025). Revisiting the role of investor sentiment in the stock market. International Review of Economics & Finance, 100, 104089. https://doi.org/10.1016/j.iref.2025.104089

Ritter, J. R. (1991). The long‐run performance of initial public offerings. The Journal of Finance, 46(1), 3. https://doi.org/10.1111/j.1540-6261.1991.tb03743.x

Saade, S. (2015). Investor sentiment and the underperformance of technology firms initial public offerings. Research in International Business and Finance, 34, 205. https://doi.org/10.1016/j.ribaf.2015.02.005

Song, S., & Tang, S. (2015). Investor sentiment, underwriters’ behaviour and IPO pricing: Empirical analysis from off-line institutional investors’ bids. China Journal of Accounting Studies, 3(4), 348. https://doi.org/10.1080/21697213.2015.1100087

Su, C., & Bangassa, K. (2011). The impact of underwriter reputation on initial returns and long-run performance of Chinese IPOs. Journal of International Financial Markets Institutions and Money, 21(5), 760. https://doi.org/10.1016/j.intfin.2011.06.002

Su, D. (2003). Adverse selection versus signaling: Evidence from the pricing of Chinese IPOs. Journal of Economics and Business, 56(1), 1. https://doi.org/10.1016/j.jeconbus.2003.07.001

Tang, S., & Luo, R. (2024). Price deregulation and investors’ IPO speculation: Evidence from Chinese registration system reform. Research in International Business and Finance, 71, 102493. https://doi.org/10.1016/j.ribaf.2024.102493

Teti, E., & Montefusco, I. (2021). Corporate governance and IPO underpricing: Evidence from the Italian market. Journal of Management & Governance, 26(3), 851. https://doi.org/10.1007/s10997-021-09563-z

Tetlock, P. C. (2007). Giving content to investor sentiment: The role of media in the stock market. The Journal of Finance, 62(3), 1139. https://doi.org/10.1111/j.1540-6261.2007.01232.x

Vakrman, T., & Krištoufek, L. (2015). Underpricing, underperformance, and overreaction in initial public offerings: Evidence from investor attention using online searches. SpringerPlus, 4(1), 84. https://doi.org/10.1186/s40064-015-0839-4

Wang, Y. (2026). Investor attention, investor sentiment and media in stock market: A literature review and research agenda. International Review of Economics & Finance, 106, 104955. https://doi.org/10.1016/j.iref.2026.104955

Wu, D., & Bu, D. (2024). Sentiment and information: How ‘over-optimistic’ investors influence differences of opinion and IPO pricing? International Review of Financial Analysis, 95, 103436. https://doi.org/10.1016/j.irfa.2024.103436

Downloads

Published

2026-06-02

How to Cite

Investor sentiment, registration reform, and post-IPO performance in China’s ChiNext market. (2026). Journal of Emerging Economies and Islamic Research, 14(2), 11107. https://doi.org/10.24191/