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The role of due diligence in crowdfunding platforms

Journal of Banking & Finance 2019 108, 105661
Crowdfunding platform due diligence comprises background checks, site visits, credit checks, cross-checks, account monitoring, and third party proof on funding projects. We evaluate the factors associated with platforms’ compliance expenses, and their due diligence application. We find that due diligence is related to legislation requirement, platform size, and type or complexity of crowdfunding campaigns. In addition, we find that platforms applying due diligence provide more services to project issuers and funders. Furthermore, due diligence is associated with higher percentage of successful campaigns, more fund contributors, and larger amount of capital raised on platforms. Our analyses are supported by platform-level data, covering the period 2014–2017.

Corporate finance and the governance implications of removing government support programs

Journal of Banking & Finance 2016 63, 35-47
Governments worldwide spend trillions of dollars on business support programs. This article examines the implications to investors of phasing out one of these subsidy programs. Our setting takes advantage of a unique quasi-natural experiment, where tax subsidies for Canadian Labour-Sponsored Venture Capital Corporations (LSVCCs) were phased out in one province but not in others. Using a difference-in-differences setting, we show that fund performance—unrelated to the tax credit—decreased substantially following the enactment of the phase-out. We further show empirically that LSVCC managers continued to charge venture capital-like management fees, despite the fact that their investment strategies become more similar to mutual funds. Our data strongly support the idea that investors in companies and/or funds that unexpectedly lose government support face significant financial costs.

Democracy, financial liberalisation, and firms’ access to finance: New evidence from around the world

Journal of Financial Stability 2026 85, 101568 open access
This study examines why firms’ access to finance differs across countries and assesses the extent to which democracy and financial liberalisation account for these variations. Using political economy and liberalisation theories as a foundation, we analyse a comprehensive dataset of over 110,000 firms across 112 economies between 2006 and 2021. Although previous research identifies firm-level and macroeconomic sources of financial frictions, evidence on the institutional drivers of cross-country financial access remains limited. Our findings show that democracy and financial liberalisation, when considered independently, are associated with reduced access to finance. However, when both conditions coexist, they ease financing barriers and enhance access to finance. These results remain consistent across multiple robustness tests, including alternative model specifications, endogeneity corrections, and various measures of institutional quality and financial openness. Overall, the study highlights that neither democracy nor liberalisation alone is sufficient to enhance access to credit. Instead, simultaneous institutional strengthening and financial market access are necessary to ease financing barriers. This has important policy implications, particularly for emerging and developing economies seeking to expand firm-level access to capital and stimulate economic growth.

The Digital Credit Divide: Marketplace Lending and Entrepreneurship

Journal of Financial and Quantitative Analysis 2022 57(7), 2659-2692 open access
We conjecture that marketplace lending provokes an increase in the quantity of entrepreneurship, particularly in more regionally disadvantaged areas, albeit at lower average quality. Using a fuzzy regression discontinuity design that exploits exogenous variation in borrowers’ access to marketplace loans along U.S. state borders, we estimate a 10% increase in marketplace lending causes a 0.44% increase in business establishments per capita. The effects are more pronounced for less experienced entrepreneurs, for small and less profitable firms, firms more dependent upon external finance, in industries with lower sunk costs of entry, and for low-income regions with inferior access to financial institutions.