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User anonymity and the informativeness of social media: evidence from a natural experiment

Review of Accounting Studies 2026 31(2), 1051-1087 open access
We examine how removing user anonymity affects social media’s ability to generate value-relevant information for the stock market. Using a difference-in-differences design that exploits the differential timing of adopting real-name verification policies by the two most popular investment-related social media websites in China, we find that content on the treated site becomes significantly more informative about future stock returns and earnings after the policy takes effect. This effect is primarily driven by continuing users who post more actively in the pre-period. Although these users post less after the policy, the informational content of their posts increases, suggesting greater prudence in expressing opinions. Our results strengthen for firms that attract regulatory scrutiny. Overall, our study suggests that real-name verification policies can discipline internet users and potentially improve the informativeness of investment-related social media, particularly in emerging markets where retail investors predominate.

Politicians and the IPO decision: The impact of impending political promotions on IPO activity in China

Journal of Financial Economics 2014 111(1), 111-136
This paper shows that incentives created by the impending turnover of local politicians can accelerate the pace of initial public offering (IPO) activity in certain politicized environments. Focusing on China, we exploit a research setting where politicians are rewarded for capital market development, firms rely on political connections for access to capital, rent-seeking behavior is rampant, and the objectives of the state might not be to maximize capital market efficiency. We find that the rate of exchange eligible firms engaging in an IPO temporarily increases in advance of impending political promotion events. This effect holds for both state-owned and non-state-owned entities. For state-owned firms, the effect is strongest in those provinces where the politicians are more likely to be rewarded for market development activity. For non-state-owned firms, the temporary increase in IPO activity appears to be (rationally) opportunistic in nature, with the effect stronger around events more likely to disrupt the firms' political connections. Promotion period IPOs underperform non-promotion period IPOs in terms of both future financial performance and long-run stock returns, have controlling shareholders who retain a larger fraction of the company, and are more likely to divert proceeds away from their intended use after the offering.

Founder Succession and Accounting Properties*

Contemporary Accounting Research 2012 29(1), 283-311
Using a sample of 231 firms in Hong Kong, Singapore, and Taiwan, we examine the changes in firms' accounting practice around leadership successions-the turnovers of chairmen. We find that the successions are associated with reduction in the firms' unsigned discretionary accruals and an increase in timely loss recognition. We argue that the incumbent chairmen cannot transfer most of their unique assets, such as reputation and political/social networks, to their successors, resulting in reduced relationship-based contracting post succession. This change from relationship-based to market-based contracting also shifts the firms to a less insider-based accounting system. Moreover, we find that the extent of the shift in accounting is larger in founder successions ( turnovers of chairmen that are founders) than in subsequent ( non-founder) successions, possibly because the loss of unique assets is more pronounced in the first succession than in subsequent successions.

The effect of audit adjustments on earnings quality: Evidence from China

Journal of Accounting and Economics 2016 61(2-3), 545-562
We examine how adjustments to earnings during year-end audits affect measures of earnings quality. There are four key findings. First, audit adjustments cause earnings to become smoother and more persistent. Second, the adjustments result in higher accrual quality. Third, audit adjustments have a larger negative effect on signed accruals than absolute accruals. Fourth, the adjustments do not reduce the discontinuity in the earnings distribution around zero. These findings are of interest to researchers who use earnings properties as proxies for earnings quality and audit quality. However, we caution that our findings for China may not generalize to other countries.

Political Networks and Stock Price Comovement: Evidence from Network-Connected Firms in China

Review of Finance 2022 26(3), 521-559 open access
In this article, we examine whether comovement in the stock prices of pairs of Chinese firms connected to the same political network are systematically shaped by the prevailing coordination versus competition incentives of that network’s politicians. We find strong evidence from 2000 to 2012 (Jiang’s and Hu’s regimes) that stock price comovement is affected by the embeddedness of the firm–politician ties within the network. Among pairs of firms connected to a network through a common politician, we document an increase in stock price comovement. For those pairs of firms connected to a common network via separate politicians (rather than a common politician), we document a relative decrease in stock price comovement. This negative effect suggests that politicians’ relationships within these political networks are generally adversarial rather than cooperative in nature. These results become significantly weaker during Xi’s regime from 2013 to 2017, suggesting that Xi’s anti-corruption campaign and state-owned enterprise reforms may have attenuated these political network effects on the firms. Our additional tests also show that stock price comovement becomes even more positive (negative) in settings which are expected to increase the coordination or decrease the competition (decrease the coordination or increase the competition) of the politicians.

Political considerations in the decision of Chinese SOEs to list in Hong Kong

Journal of Accounting and Economics 2012 53(1-2), 435-449 open access
This paper investigates why Chinese state-owned enterprises (SOEs) with strong political connections (i.e., politically connected firms) are more likely to list overseas than non-politically connected firms. We find that connected firms' post-overseas listing performance is worse than that of non-connected firms. This evidence suggests that connected firms' managers list their firms overseas for private (political) benefits. Consistent with this private benefits explanation, we further find that connected firms' managers are more likely to receive political media coverage or a promotion to a senior government position subsequent to overseas listing than domestic listing.

Political Incentives to Suppress Negative Information: Evidence from Chinese Listed Firms

Journal of Accounting Research 2015 53(2), 405-459 open access
This paper tests the proposition that politicians and their affiliated firms (i.e., firms operating in their province) temporarily suppress negative information in response to political incentives. We examine the stock price behavior of Chinese listed firms around two visible political events—meetings of the National Congress of the Chinese Communist Party and promotions of high‐level provincial politicians—that are expected to asymmetrically increase the costs of releasing bad news. The costs create an incentive for local politicians and their affiliated firms to temporarily restrict the flow of negative information about the companies. The result will be fewer stock price crashes for the affiliated firms during these event windows, followed by an increase in crashes after the event. Consistent with these predictions, we find that the affiliated firms experience a reduction (an increase) in negative stock return skewness before (after) the event. These effects are strongest in the three‐month period directly preceding the event, among firms that are more politically connected, and when the province is dominated by faction politics and cronyism. Additional tests document a significant reduction in published newspaper articles about affected firms in advance of these political events, suggestive of a link between our observed stock price behavior and temporary shifts in the listed firms’ information environment.

Why Does the Law Matter? Investor Protection and Its Effects on Investment, Finance, and Growth

Journal of Finance 2012 67(1), 313-350
Investor protection is associated with greater investment sensitivity to q and lower investment sensitivity to cash flow. Finance plays a role in causing these effects; in countries with strong investor protection, external finance increases more strongly with q , and declines more strongly with cash flow. We further find that q and cash flow sensitivities are associated with ex post investment efficiency; investment predicts growth and profits more strongly in countries with greater q sensitivities and lower cash flow sensitivities. The paper's findings are broadly consistent with investor protection promoting accurate share prices, reducing financial constraints, and encouraging efficient investment.

Mixing business with politics: Political participation by entrepreneurs in China

Journal of Banking & Finance 2015 59, 220-235
We study how Chinese private entrepreneurs benefit from participating in politics. Using original hand-collected data on listed firms controlled by private entrepreneurs, we document a significant positive relationship between political participation and subsequent change in firm performance. We also provide evidence that the change in social status cannot explain the change in performance. We then identify several ways through which firms gain preferential treatment when the controlling entrepreneur participates in politics: better access to debt financing, preferential tax treatment, more government subsidies, and superior access to regulated industries.

Calling for transparency: Evidence from a field experiment

Journal of Accounting and Economics 2024 77(1), 101604
We examine how firms respond to requests for enhanced disclosure that we make on an online investor platform. Exploiting variation in firms' customer and supplier disclosures, we ask a randomized set of non-disclosing firms to provide information on their customers' and suppliers' identities. We find that the firms' probability of disclosure depends on the basis we give for the demand—requests appealing to disclosure's usefulness to investors lead to more frequent disclosure, while those appealing to regulators' preference for disclosure lead to less frequent disclosure. The requests we make on the platform lead to more frequent customer- and supplier-related inquiries from other platform users. We also find that the treatment firms' disclosure of customer and supplier information improves in the next period's regulatory filings. The findings suggest that investor platforms can enhance corporate transparency by increasing retail investors' ability to demand information.