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A note on the “risk-adjusted” price–concentration relationship in banking

Journal of Banking & Finance 2006 30(3), 1041-1054
Price–concentration studies in banking typically find a significant and negative relationship between consumer deposit rates (i.e., prices) and market concentration. This implies highly concentrated banking markets are “bad” for depositors. It also provides support for the Structure-Conduct-Performance hypothesis and rejects the Efficient-Structure hypothesis. However, these studies have focused almost exclusively on supply-side control variables and neglected demand-side variables when estimating the reduced form price–concentration relationship. For example, previous studies have not included in their analysis bank-specific risk variables as measures of cross-sectional derived deposit demand. We find that when bank-specific risk variables are included in the analysis the magnitude of the relationship between deposit rates and market concentration decreases by over 50%. We offer an explanation for these results based on the correlation between a bank’s risk profile and the structure of the market in which it operates. These results suggest that it may be necessary to reconsider the well-established assumption that higher market concentration necessarily leads to anticompetitive deposit pricing behavior by commercial banks. This has direct implications for the antitrust evaluations of bank merger and acquisition proposals by regulatory agencies. And, in a more general sense, these results suggest that any Structure-Conduct-Performance based study that does not explicitly consider the possibility of very different risk profiles of the firms analyzed may indeed miss a very important set of explanatory variables. And, thus, the results from those studies may be spurious.

A theory of socialistic internal capital markets

Journal of Financial Economics 2006 80(3), 485-509 open access
We develop a model of a two-division firm in which the “strong” division has, on average, higher quality investment opportunities than the “weak” division. We show that, in the presence of agency and information problems, optimal effort incentives are less powerful and thus managerial effort is lower in the strong division. This leads the firm to bias its project selection policy against the strong division. The selection bias is more severe when there is a larger spread in the average quality of investment opportunities between the two divisions.

Bounds in Competing Risks Models and the War on Cancer

Econometrica 2006 74(6), 1675-1698 open access
In 1971 President Nixon declared war on cancer and increased the federal funds allocated to cancer research dramatically. Thirty years later, many have declared this war a failure. Overall cancer statistics confirm this view: age-adjusted mortality in 2000 was essentially unchanged from the early 1970s. At the same time, age-adjusted mortality rates from cardiovascular disease have fallen quite dramatically. Since the causes underlying cancer and cardiovascular disease are likely to be correlated, the decline in mortality rates from cardiovascular disease may be somewhat responsible for the rise in cancer mortality. It is natural to model mortality with more than one cause of death as a competing risks model. Such models are fundamentally unidentified, and it is therefore difficult to get a clear picture of the progress in cancer. This paper derives bounds for aspects of the underlying distributions under a number of different assumptions. Most importantly, we do not assume that the underlying risks are independent, and impose weak parametric assumptions in order to obtain identification. The theoretical contribution of the paper is to provide a framework to estimate competing risk models with interval data and discrete explanatory variables, both of which are common in empirical applications. We use our method to estimate changes in cancer and cardiovascular mortality since 1970. The estimated bounds for the effect of time on the duration until death for either cause are fairly tight and we find that trends in cancer show much larger improvements than previously estimated. For example, we find that time until death from cancer increased by about 10% for white males and 20% for white women.

Assessing the Impact of a School Subsidy Program in Mexico: Using a Social Experiment to Validate a Dynamic Behavioral Model of Child Schooling and Fertility

American Economic Review 2006 96(5), 1384-1417
This paper uses data from a randomized social experiment in Mexico to estimate and validate a dynamic behavioral model of parental decisions about fertility and child schooling, to evaluate the effects of the PROGRESA school subsidy program, and to perform a variety of counterfactual experiments of policy alternatives. Our method of validation estimates the model without using post-program data and then compares the model’s predictions about program impacts to the experimental impact estimates. The results show that the model’s predicted program impacts track the experimental results. Our analysis of counterfactual policies reveals an alternative subsidy schedule that would induce a greater impact on average school attainment at similar cost to the existing program.

Do Venture Capitalists Influence the Decision to Manage Earnings in Initial Public Offerings?

The Accounting Review 2006 81(5), 1119-1150
Prior studies suggest that venture capitalists (VCs) play a monitoring role. We predict and find that IPO-year abnormal accruals are lower in the presence of VCs for a sample of 2,630 IPO firms during 1983–2001. Our findings are robust to controls for the endogenous choice of VC financing. We consistently find that the VC effect holds even when controlling for IPO lock-up provisions, VC partial cashing out subsequent to the IPO, and alternative proxies for earnings management. In addition, our findings do not support the claims of critics that VCs inflated earnings during the Internet IPO bubble. Finally, we provide some evidence that the lower earnings management associated with VC monitoring partially explains the superior post-IPO returns of VC-backed firms.

Impartiality, Priority, and Solidarity in the Theory of Justice

Econometrica 2006 74(5), 1419-1427
The ethic of priority is a compromise between the extremely compensatory ethic of outcome equality and the needs-blind ethic of resource equality. We propose an axiom of priority and characterize resource-allocation rules that are impartial, prioritarian, and solidaristic. They comprise a class of rules that equalize across individuals some index of outcome and resources. Consequently, we provide an ethical rationalization for the many applications in which such indices have been used (e.g., the human development index, the index of primary goods, etc.).

Historical financing of small- and medium-size enterprises

Journal of Banking & Finance 2006 30(11), 3017-3042
We focus on the economies of the North Atlantic Core during the 19th and early 20th centuries and find that an impressive variety of local financial institutions emerged to supply the needs of SMEs wherever there was sufficient demand for their services. Although these intermediaries had significant weaknesses, they were able to tap into local information networks and so extend credit to firms that were too young or small to secure funds from large regional or national institutions. In addition, by raising the return to savings for local households, they helped to mobilize significant new resources for economic development.

Institutional Investors and Stock Market Volatility

Quarterly Journal of Economics 2006 121(2), 461-504
We present a theory of excess stock market volatility, in which market movements are due to trades by very large institutional investors in relatively illiquid markets. Such trades generate significant spikes in returns and volume, even in the absence of important news about fundamentals. We derive the optimal trading behavior of these investors, which allows us to provide a unified explanation for apparently disconnected empirical regularities in returns, trading volume and investor size.