Sell-Side School Ties

Lauren H. Cohen; Christopher J. Malloy; Andrea  Frazzini

Article | Journal of Finance | August 2010

Sell-Side School Ties

by Lauren H. Cohen, Christopher J. Malloy and Andrea Frazzini

Abstract

We study the impact of social networks on agents' ability to gather superior information about firms. Exploiting novel data on the educational backgrounds of sell-side equity analysts and senior officers of firms, we test the hypothesis that analysts' school ties to senior officers impart comparative information advantages in the production of analyst research. We find evidence that analysts outperform on their stock recommendations when they have an educational link to the company. A simple portfolio strategy of going long the buy recommendations with school ties and going short buy recommendations without ties earns returns of 6.60% per year. We test whether Regulation FD, targeted at impeding selective disclosure, constrained the use of direct access to senior management. We find a large effect: pre-Reg FD the return premium from school ties was 9.36% per year, while post-Reg FD the return premium was nearly zero and insignificant. In contrast, in an environment that did not change selective disclosure regulation (the U.K.), the analyst school-tie premium has remained large and significant over the entire sample period.

Keywords: Investment Return; Investment Portfolio; Corporate Disclosure; Governing Rules, Regulations, and Reforms; Knowledge Acquisition; Social and Collaborative Networks;

Format: Print

29 pages

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Citation:

Cohen, Lauren H., Christopher J. Malloy, and Andrea Frazzini. "Sell-Side School Ties." Journal of Finance 65, no. 4 (August 2010): 1409–1437. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2010.)

Case | HBS Case Collection | September 2017 (Revised June 2019)

Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China

Christopher J. Malloy, Lauren H. Cohen, Anthony K. Woo, Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo

This case examines the strategic positioning of Dianrong, one of the largest online peer-to-peer (P2P) lending platforms in China, in its attempt to become a foundational player in the expansion of the FinTech sector in Asia. Dianrong had recently announced the acquisition of the asset-origination operations of Shanghai-based Quark Finance, augmenting Dianrong’s asset management and credit evaluation capabilities across China, as well as a new initiative to develop the first blockchain platform for supply chain finance in China. The goal was to provide capital to smaller suppliers in the supply chain, and provide enhanced visibility and transparency of supply chains for large multinational manufacturers. The company had also made several recent forays into other related sectors, with their creation of “DR Group” as an umbrella corporate structure that included all wholly-owned businesses, joint ventures, and partnerships. This rebranded group structure encompassed the various aspects of “The New Finance,” leveraging FinTech innovation to deliver value for borrowers, lenders, and investors. Case protagonist Soul Htite, Founder and CEO of Dianrong, and the former CTO of Lending Club, must decide how to execute on the firm’s aggressive diversification plan. Recent advances at the company, while promising, were complicated by the uncertainties in the political and regulatory landscape. How should the company leverage its advantage in technology and position itself in the market? Which sectors within its larger umbrella structure were the most promising avenues to focus on? Was Dianrong tackling too many sectors and problems at once? Htite’s view was that in order to truly succeed in China a technology company had to “create” much of the ecosystem and infrastructure oneself, as opposed to in the US where companies could simply “provide add-ons” to existing firms and capabilities. But the reality of trying to excel in so many different areas was daunting.

Keywords: Financing and Loans; Online Technology; Supply Chain; Finance; Innovation and Invention; Competition; Product Positioning; Strategy; Financial Services Industry; China;

Citation:

Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Dianrong: Marketplace Lending, Blockchain, and 'The New Finance' in China." Harvard Business School Case 218-043, September 2017. (Revised June 2019.) View Details

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