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Do Takeover Defense Indices Measure Takeover Deterrence?

Review of Financial Studies 2017 30(7), 2359-2412
Many researchers use the G-index or E-index to measure firms' takeover defenses. Others argue that these indices are not related to firms' takeover likelihoods. We find that, unlike their raw values, the instrumented versions of these indices are significantly and negatively related to acquisition likelihood. The difference between the raw and instrumented results indicates that the G-index and E-index include an endogenous component and highlights the importance of accounting for endogeneity in tests that use takeover indices to measure takeover deterrence. We provide data on new instruments that researchers can use to address these issues.

Can investors anticipate post-IPO mergers and acquisitions?

Journal of Corporate Finance 2017 45, 496-521
Given the frequency and value implications of post-IPO merger and acquisition activity, we investigate empirically whether investors can utilize information based on IPO deal structure to predict merger and acquisition activity among newly public firms. Consistent with the hypothesis that some firms conduct IPOs to facilitate future M&A activity, we find that aspects of IPO deal structure predict whether a newly public firm subsequently becomes a bidder or target. These characteristics include underwriter quality, promotional activity, pricing, proceeds, ownership structure, and issuance activity suggestive of market timing. Investors appear to rely on these observable aspects of a firm's going public process to anticipate the implications of M&A activity for security valuation. Specifically, when newly public firms with IPO deal structures predictive of acquisition activity announce an acquisition their stock returns are indistinguishable from zero. In contrast, abnormal returns to acquisition announcements by unlikely or surprise bidders are positive on average. These results suggest that the going public process has important implications for future M&A activity and valuation.

Do oil futures prices predict stock returns?

Journal of Banking & Finance 2017 79, 129-141
This paper explores stock return predictability by exploiting the cross-section of oil futures prices. Motivated by the principal component analysis, we find the curvature factor of the oil futures curve predicts monthly stock returns: a 1% per month increase in the curvature factor predicts 0.4% per month decrease in stock market index return. This predictive pattern is prevailing in non-oil industry portfolios, but is absent for oil-related portfolios. The in- and out-of-sample predictive power of the curvature factor for non-oil stocks is robust and outperforms many other predictors, including oil spot prices. The predictive power of the curvature factor comes from its ability to forecast supply-side oil shocks, which only affect non-oil stocks and are hedged by oil-related stocks.

The effects of bank and nonbank provider locations on household use of financial transaction services

Journal of Banking & Finance 2017 78, 91-107
We examine the influence that geographic proximity to bank branches and nonbank financial providers has on use of financial transaction services among U.S. households. We specify a bivariate probit model of bank account ownership and nonbank transaction product use to reflect the joint nature of these choices, and estimate the model on a large, nationally representative dataset. Our results indicate that households with reasonable geographic access to bank branches are more likely to have a bank account and less likely to use nonbank transaction products. The influence of bank and nonbank provider locations is fairly modest overall, although effects are bigger for households that are more likely to be on the margin of bank account ownership. Even among such households, however, the effects of bank and nonbank provider locations on financial transaction services use are not as large as those associated with key household-level attributes, such as income, education, or race.

Temporary Shocks and Persistent Effects in Urban Economies: Evidence from British Cities after the U.S. Civil War

The Review of Economics and Statistics 2017 99(1), 67-79 open access
Can a temporary economic shock to an important local industry influence long-run city population? To answer this question I study the large temporary shock to British cities caused by the U.S. CivilWar (1861–1865), which reduced cotton supplies to Britain’s important cotton textile industry. I show that this event temporarily reduced the growth rate of cities specializing in cotton textile production, relative to other English cities, and led to a persistent change in the level of city population.

How Disclosure Features of Corporate Social Responsibility Reports Interact with Investor Numeracy to Influence Investor Judgments

Contemporary Accounting Research 2017 34(3), 1596-1621
Abstract Firms’ Corporate Social Responsibility ( CSR ) reports typically frame their strategies in terms of either community or global efforts (i.e., “strategy frame”). Further, the style used to depict CSR performance in reports often highlights either pictures or words (i.e., “presentation style”). These two prominent disclosure features of CSR reports promote a natural fit or misfit in the focus (relatively low‐level or high‐level focus) investors adopt when thinking about the firm and its CSR efforts. Further, these disclosure features likely have different effects on investors depending on their numeracy or, in other words, the way that they naturally process numerical information. In this study, we predict and find that a fit between the strategy frame and the presentation style of a firm's CSR report causes less numerate investors to be more willing to invest than when a fit is not present. Specifically, we find that a fit leads less numerate investors to experience subjective feelings of processing fluency and, in turn, positive affect that serves as a cue that the positive CSR performance information can be relied upon, which positively influences willingness to invest. Our results have implications for both CSR reports as well as other types of firm disclosures that increasingly vary along similar disclosure characteristics. Our results also contribute to both the growing literature on presentation effects in accounting, as well as the broader business literature on CSR reporting.

Payout Yields and Stock Return Predictability: How Important Is the Measure of Cash Flow?

Journal of Financial and Quantitative Analysis 2017 52(4), 1639-1666
We compare the stock return forecasting performance of alternative payout yields. The net payout yield produces more accurate forecasts relative to alternatives, including the traditional dividend yield. This remains true even after excluding several years during the Great Depression when issuance was unusually high. The measure of cash flow used to form the yield matters economically. Long-term investors’ hedging demand for stock is considerably reduced when net payout, rather than dividends, serves as the cash-flow measure. An agent relying on an incorrect payout measure is willing to pay an economically significant “management fee” to switch to the optimal policy.

Interbank networks in the National Banking Era: Their purpose and their role in the Panic of 1893

Journal of Financial Economics 2017 125(3), 434-453 open access
The unit banking structure of the United States produced a uniquely important interbank correspondent network. During the National Banking Era, this network normally provided banks with access to money markets, facilitated payment processing, and helped banks meet legal reserve requirements. In crises, network connections could be a source of liquidity risk. That risk became evident during the Panic of 1893, when New York suspended convertibility. Banks with high two-sided liquidity risk (those holding more of their liquid assets with their correspondents and funded to a greater extent by deposits of other banks) were particularly exposed and more likely to close.