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Finance and employment: Evidence from U.S. banking reforms

Journal of Banking & Finance 2014 46, 343-354
Economic theory offers competing hypotheses about how the cost and availability of finance influence labor market outcomes. Making use of the U.S. banking reforms between the 1970s and the 1990s as a quasi-natural experiment, this paper studies the impact of credit market development on employment. This paper documents the significant effects of these reforms on employment growth. Potential channels between finance and employment are also investigated. Changes in the growth of the number of self-employed individuals, the entry and exit of firms, and investment growth do not explain most of the employment growth following the reforms. The reforms had a substantially higher impact in industries with higher labor intensity, which is consistent with the idea that labor has fixed costs that need to be financed.

The Brand Premium

Review of Financial Studies 2025 38(1), 294-336
We highlight the limitations of using cumulative advertising expenses as an input measure of brand value. Using two output measures—Interbrand’s data and a novel text-based measure—we find that an equal-weighted portfolio of top brands yields an annual abnormal return of 3%. The excess returns are driven by companies that develop their brands internally. Intangible factors proposed in the literature have no explanatory power for the premium. Analysts underestimate the future earnings of top brands, leading to significant excess returns following earnings announcements. We find no abnormal returns associated with the input measure of brand value.

Wages and Human Capital in Finance: International Evidence, 1970–2011

Review of Finance 2018 22(2), 699-745
We study the allocation and compensation of human capital in the finance industry in a set of developed economies in 1970–2011. Finance relative wages generally increase—but not in all countries, and to varying degrees. Trading-related activities account for 50% of the increases, despite accounting for only 13% of finance employment, on average. Financial deregulation is the most important factor driving up wages in finance; it has a larger effect in environments where informational rents and socially inefficient risk taking are likely to be prevalent. Differential investment in information and communication technology does not have causal explanatory power. High finance wages attract skilled international immigration to finance, raising concerns for “brain drain.”