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Acquiring Innovation under Information Frictions

Review of Financial Studies 2022 35(10), 4474-4517
Acquiring innovation through M&A is subject to information frictions, as assessing the value of innovative targets is a challenging task. We find an inverted U-shaped relation between firm innovation and takeover exposure; equity usage increases with target innovation; and the deal completion rate drops with innovation. We develop and estimate a model of acquiring innovation under information frictions, featuring endogenous merger, innovation, and offer composition decisions. Our estimates suggest that acquirers’ due diligence reveals only 30% of private information possessed by targets. Eliminating information frictions increases capitalized merger gains by 59%, stimulates innovation, and boosts productivity, business dynamism, and social welfare

RQ Innovative Efficiency and Firm Value

Journal of Financial and Quantitative Analysis 2022 57(5), 1649-1694 open access
We introduce and test a firm-level innovation-efficiency measure new to the finance literature. The measure, termed the research quotient (RQ), defined as the firm-specific output elasticity of research and development (R&D), was first developed in the management literature. RQ has a low correlation with existing innovation input, output, and efficiency measures. We test RQ in a number of innovation tests common to the finance literature and find that RQ is robust in all tests of firm value, even after controlling for previous innovation measures. The results suggest that RQ may serve as a relevant complementary measure of a company’s innovation

Can Corporate Debt Foster Innovation and Growth

Review of Financial Studies 2022 35(9), 4152-4200 open access
Recent empirical studies have shown that innovative firms heavily rely on debt financing. Debt overhang implies that debt hampers innovation by incumbents. A second effect of debt is that it stimulates innovation by entrants. Using a Schumpeterian growth model with endogenous R&D and financing choices, we demonstrate that this second effect always dominates, so that debt fosters innovation and growth at the aggregate level. Our analysis suggests that the relation between debt and investment is more complex than previously acknowledged and highlights potential limitations of empirical work that solely focuses on incumbents when measuring the effects of debt on investment

Fintech, financial constraints and innovation: Evidence from China

Journal of Corporate Finance 2022 73, 102194
We examine how fintech development affects corporate innovation. Using the city-level fintech index that includes 331 cities, which is constructed based on data from Ant Finance Service Group, we identify the economic mechanisms through which fintech development affects technological innovation. We show that firms that are more financially constrained exhibit a disproportionally higher innovation level in cities with better developed fintech services. We further find that fintech development promotes lending to firms and stimulates R&D investment because internet credit intensifies bank loan competition. Our paper provides new insights into the effects of fintech development on the real economy

Do Place-Based Policies Promote Local Innovation and Entrepreneurship

Review of Finance 2022 26(3), 595-635 open access
This paper explores how a prominent place-based policy in China, the national high-tech zones, affects local innovation output and entrepreneurial activities. Making use of staggered establishments of national high-tech zones in various Chinese cities, we find that the establishment of national high-tech zones has positive effects on local innovation output and entrepreneurial activities. A number of additional tests suggest that the effects appear causal. Access to finance, reductions in administrative burdens, and talent cultivation are three plausible underlying economic channels. Our paper sheds new light on the evaluation of the effectiveness of China’s place-based policies

Shielding firm value: Employment protection and process innovation

Journal of Financial Economics 2022 146(2), 637-664
Following state-level legal changes that increase labor dismissal costs, firms increase their innovation in new processes that facilitate the adoption of cost-saving production methods, especially in industries with a large share of labor costs in total costs. Firms with high innovation ability exhibit larger increases in process innovation and capital-labor ratios, an effect driven by both increases in capital investment and decreases in employment. By facilitating the adjustment of the input mix when conditions in input markets change, innovation ability allows firms to mitigate value losses and is a key driver of their performance

University Innovation and Local Economic Growth

The Review of Economics and Statistics 2022 104(4), 718-735
This paper identifies the extent to which knowledge from U.S. universities drives industry agglomeration. Establishment-level data indicate faster growth in employment, wages, and corporate innovation after the 1980 Bayh-Dole Act's shock to the spread of innovation from universities in industries more closely related to the nearby university's innovative strengths. Federal research funding amplified the effect. University knowledge spillovers strengthen with geographic proximity, density, and local skills. Consistent with spatial equilibrium models, the growth effect is driven by nearby entry in university-linked industries, especially of multiunit expansions; these firms disproportionately partner with universities in R&D, transfer IP, and innovate

Social Change through Financial Innovation: Evidence from Donor-Advised Funds

The Review of Corporate Finance Studies 2022 11(3), 694-735
I draw on new data to examine how donor-advised funds (DAFs), a fast-growing philanthropic option, relate to social progress. DAFs are distinguished by flexibility such as their ability to transform complex assets and separate the timing of tax breaks from giving decisions. While DAFs are often classified by their sponsor type, I introduce a new classification scheme that reflects their economic purpose, including the users targeted, style and features offered, and focus of grant making. This classification reveals that growth is fastest among DAFs that offer fintech tools, liquidity transformation, and grant making focused on diversity, equity, and inclusion. Conditional correlations show that DAFs with an innovative style of service distribute more grants to charities serving areas with high inequality, in times of greatest financial need, and with more efficient operations

Capital account liberalization, financial dependence and technological innovation: Cross-country evidence

Journal of Banking & Finance 2022 145, 106642
We study how capital account liberalization affects technological innovation. We provide robust evidence that industries more dependent on external finance have disproportionately higher innovation performance in economies with a more liberalized capital account. Among the components of capital account liberalization, although both equity market liberalization and outward FDI by domestic firms have sizable effects on innovation, they affect it differently. While equity market liberalization helps alleviate financial constraints by facilitating access to external finance, outward FDI by domestic firms promotes innovative activities by increasing internal finance from foreign operations. Further analysis indicates that the innovation-enhancing effects of capital account liberalization are limited mainly to countries with relatively well-developed financial systems and strong institutional quality, even in periods of financial crisis

The role of intrinsic incentives and corporate culture in motivating innovation

Journal of Banking & Finance 2022 134, 106325
This paper examines the optimal incentive scheme in motivating people to innovate under ambiguity. When an innovation’s prospects are ambiguous, the use of extrinsic, high-powered incentives can lead the agent’s beliefs about the project’s outcome to deviate from that of the principal’s, which consequently deters innovation. The deterrent effect, however, is alleviated for firms in which agents have strong intrinsic incentives to adhere to firms’ goals and missions. In equilibrium, extrinsic and intrinsic incentives are complementary, and firms that face greater uncertainty invest more in fostering intrinsic incentives. Hence, firms that pursue more exploratory and radical innovation invest more in creating corporate identity and culture