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When knowledge is power: Evidence from the municipal bond market

Journal of Accounting and Economics 2018 65(1), 109-128
I investigate whether access to fundamental information enhances retail investors’ bargaining power, reducing the premium that small municipal bond investors pay over large investors. I find a reduction in this small trade premium after the introduction of an online disclosure repository that lowers retail investors’ information acquisition costs. This finding is limited to issuers whose disclosures are disseminated through the repository. The finding is pronounced for issuers that impose high information acquisition costs on investors ex-ante and those that exhibit high disclosure quality ex-post. These results suggest that as investors’ information sets align, so does their bargaining power with dealers.

Voluntary disclosure incentives: Evidence from the municipal bond market

Journal of Accounting and Economics 2016 62(1), 87-102
I investigate the trade-off between capital market incentives, reputational concerns, and administrative costs in the public disclosure decisions of municipal bond issuers. After Ambac׳s bankruptcy, issuers of insured debt increase disclosure relative to issuers of uninsured debt. After local per capita income declines or expenditures increase, issuers, particularly those with strong electoral incentives and weak voter oversight, reduce disclosure. After the implementation of an online filing repository, issuers with few dissemination channels increase disclosure relative to other issuers. Overall, my findings support a positive relationship between voluntary disclosure, risk, and low-cost dissemination, to the extent reputational capital is not threatened.

Information Imprecision

The Accounting Review 2021 96(2), 33-53
This study develops and applies a model-implied measure of information imprecision. We define information imprecision as the degree of noise in investors' prior beliefs about the firm's asset value based on the information set that is currently available. We present a model of credit default swap (CDS) spreads in which the term structure is a function of information imprecision. We exploit observable CDS spreads with short and long maturities to extract an empirical measure of information imprecision. We then examine the moderating role of our measure in two settings. First, we show that the equity market response to credit rating changes increases in the level of information imprecision before the announcement. Second, we show that bond-market professionals' ability to charge a premium to smaller investors, relative to larger investors, increases in the issuing firm's information imprecision. This evidence illustrates the broad applicability of our model-implied measure of information imprecision.

Political costs and strategic corporate communication

Journal of Accounting and Economics 2026 81(3), 101860
Do industries use advertising strategically when subject to the threat of political costs? Communication via advertising can assuage public concerns, which, in turn, reduces the incentives for elected officials to impose regulations on the industry. We identify expected political costs using cases of repeated industry testimony at congressional hearings. To disentangle strategic advertising in response to the threat of political costs from advertising for other reasons (e.g., reputation building or to generate sales), we exploit the fact that only politicians overseeing industry-relevant hearings can impose costs on a given industry. We find that subsequent to these hearings, affected industries increase their advertising by 132% more in the electorates of the politicians overseeing the hearings, relative to the increase in the electorates of other politicians. The strategic increase in advertising is magnified in the electorates served by the most senior politicians on the committees and those with the most politically engaged citizens. The increase is also pronounced in election years, when the hearings are longer, contain more negative language, or include a higher proportion of legislation-related words. Moreover, our results are not driven by politicians’ decisions to serve on committees relevant to their local-area firms. In sum, our findings provide novel evidence about corporate communication with non-investor stakeholders.

From Implicit to Explicit: The Impact of Disclosure Requirements on Hidden Transaction Costs

Journal of Accounting Research 2021 59(1), 215-242
This paper provides evidence that disclosing corporate bond investors' transaction costs (markups) affects the size of the markups. Until recently, markups were embedded in the reported transaction price and not explicitly disclosed. Without explicit disclosure, investors can estimate their markups using executed transaction prices. However, estimating markups imposes information processing costs on investors, potentially creating information asymmetry between unsophisticated investors and bond‐market professionals. We explore changes in markups after bond‐market professionals were required to explicitly disclose the markup on certain retail trade confirmations. We find that markups decline for trades that are subject to the disclosure requirement relative to those that are not. The findings are pronounced when constraints on investors' information processing capacity limit their ability to be informed about their markups without explicit disclosure.

Muni Disclosure: All talk and no trade?

Journal of Accounting and Economics 2025 80(1), 101797
This paper examines which municipal disclosures provide informational value to investors. Using the entire universe of post-issuance financial and event disclosures from 2009 to 2022, we find that most municipal bonds do not trade in the weeks following a disclosure. However, some disclosures do provide enough new information to increase trading. Investors trade more on credit-relevant disclosures, such as adverse credit event disclosures, and less on required annual financial statements. Trading after disclosures also increases more when a bond is large or risky. Moreover, we find that credit rating agencies respond to disclosures, lending support to the idea that some disclosures have informational value. In further analyses, we find that trading before the disclosure, lack of timeliness, illiquidity, and information processing constraints contribute to the limited trading on the average disclosure. The findings suggest that reconsidering a one-size-fits-all approach to regulating post-issuance municipal disclosures may be worthwhile.