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  • Research Summary

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details
  • 2021
  • Chapter

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

By: Karen G. Mills and Annie Dang
Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details
Keywords: Big Data; Fintech; Artificial Intelligence; Small Business; Financing and Loans; Capital; Success; AI and Machine Learning; Analytics and Data Science
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Mills, Karen G., and Annie Dang. "Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success." In Big Data in Small Business, edited by Carsten Lund Pedersen, Adam Lindgreen, Thomas Ritter, and Torsten Ringberg. Edward Elgar Publishing, 2021.
  • 21 Jul 2014
  • Research & Ideas

Is a Gap in Small-Business Credit Holding Back the American Economy?

patents per employee than larger firms, and employ more than 40 percent of high-tech workers in America. “Small business owners feel that despite being creditworthy today, banks remain either wary or entirely unwilling to View Details
Keywords: by Karen Mills; Manufacturing
  • 22 Dec 2006
  • Research & Ideas

What’s Behind the Private Equity Boom?

Podcast with: Josh Lerner Interviewer: James Aisner Running Time: 15 min., 56 sec. View Details
Keywords: by Jim Aisner; Financial Services
  • 2010
  • Other Unpublished Work

Why Takeover Vulnerability Matters to Debtholders

By: Joan Farre-Mensa
Recent work documents that firms that are more vulnerable to takeover have higher borrowing costs. This paper investigates the reasons behind this stylized fact. My results show that firms with few antitakeover defenses face a higher cost of debt because lenders are... View Details
Keywords: Acquisition; Borrowing and Debt; Cost; Equity; Banks and Banking; Investment Portfolio; Risk Management; Agreements and Arrangements; Business and Shareholder Relations; Conflict and Resolution
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Farre-Mensa, Joan. "Why Takeover Vulnerability Matters to Debtholders." 2010.
  • January 2011 (Revised April 2012)
  • Case

BBVA Compass: Marketing Resource Allocation

By: Sunil Gupta and Joseph Davies-Gavin
BBVA Compass, the 15th largest commercial bank in the U.S., is a part of the BBVA Group of Spain, the second largest bank in Spain with $755 billion in assets. In December 2010, Frank Sottosanti, Chief Marketing Officer of BBVA Compass, was reviewing the marketing... View Details
Keywords: Advertising; Resource Allocation; Marketing Channels; Marketing Strategy; Performance Evaluation; Banking Industry; United States
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Gupta, Sunil, and Joseph Davies-Gavin. "BBVA Compass: Marketing Resource Allocation." Harvard Business School Case 511-096, January 2011. (Revised April 2012.)
  • January 2009 (Revised February 2010)
  • Case

Necessity and Invention: Monetary Policy Innovation and the Subprime Crisis

By: Aldo Musacchio and Dante Roscini
This case describes the efforts of Ben Bernanke, Chairman of the Federal Reserve, to improve liquidity in money markets during the subprime crisis. The case explains the four main new tools for monetary policy (or quantitative easing) the Federal Reserve has used... View Details
Keywords: Financial Crisis; Money; Financial Liquidity; Central Banking; Policy; Business and Government Relations
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Musacchio, Aldo, and Dante Roscini. "Necessity and Invention: Monetary Policy Innovation and the Subprime Crisis." Harvard Business School Case 709-041, January 2009. (Revised February 2010.)
  • July 2003 (Revised September 2003)
  • Case

Refinancing of Shanghai General Motors (A), The

By: Mihir A. Desai and Mark Veblen
The CFO of General Motors' joint venture in Shanghai, Shanghai General Motors (SGM), wants to refinance almost $900 million of project finance it raised to begin operations. The highest priority is improving the terms of the financing with regard to costs and specific... View Details
Keywords: Business Subsidiaries; Multinational Firms and Management; Joint Ventures; Financing and Loans; Auto Industry; Shanghai
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Desai, Mihir A., and Mark Veblen. "Refinancing of Shanghai General Motors (A), The." Harvard Business School Case 204-031, July 2003. (Revised September 2003.)
  • 18 Oct 2011
  • First Look

First Look: October 18

expenditures, general consumer inability to budget and forecast, bank incentives, and community norms and social capital. Furthermore, using both national data and a natural experiment, we find that access to payday View Details
Keywords: Sean Silverthorne
  • 15 Jun 2010
  • First Look

First Look: June 15

at the firm level, we can directly address how the composition of firms raising finance varies through time. We find strong evidence of substitution from bank loans to bonds at times characterized by tight View Details
Keywords: Martha Lagace
  • 25 Apr 2014
  • Research & Ideas

To Pay or Not to Pay: Argentina and the International Debt Market

Costa Rica, recommends a course of action sure to anger banks and fund managers: absolute sovereign immunity, which is the way things were done before 1976. Argentina's escalating financial crisis is taking on the look and feel of 2002,... View Details
Keywords: by Laura Alfaro
  • July 2003 (Revised September 2003)
  • Case

Refinancing of Shanghai General Motors (B), The

By: Mihir A. Desai and Mark Veblen
This case provides the outcome to "The Refinancing of Shanghai General Motors (A)" in which the CFO of General Motors' joint venture in Shanghai, Shanghai General Motors (SGM), wants to refinance almost $900 million of project finance it raised to begin operations. The... View Details
Keywords: Business Subsidiaries; Multinational Firms and Management; Joint Ventures; Financing and Loans; Auto Industry; Shanghai
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Desai, Mihir A., and Mark Veblen. "Refinancing of Shanghai General Motors (B), The." Harvard Business School Case 204-025, July 2003. (Revised September 2003.)
  • January 1993 (Revised November 1997)
  • Case

BayBank Boston

In 1992, the Federal Reserve released a study of mortgage lending patterns in Boston. It concluded that even when credit factors were taken into account, black and Hispanic applicants experienced higher rejection rates. Richard Pollard, chairman of BayBank Boston, had... View Details
Keywords: Prejudice and Bias; Ethics; Race; Mortgages; Banking Industry; Boston
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Dees, J. Gregory, and Christine C. Remey. "BayBank Boston." Harvard Business School Case 393-095, January 1993. (Revised November 1997.)
  • September 2011
  • Article

Political Instability: Effects on Financial Development, Roots in the Severity of Economic Inequality

By: Mark J. Roe and Jordan I. Siegel
We here bring forward strong evidence that political instability impedes financial development, with its variation a primary determinant of differences in financial development around the world. As such, it needs to be added to the short list of major determinants of... View Details
Keywords: Financial Development; Political Instability; Government and Politics; Finance; Growth and Development; Economics; Equality and Inequality
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Roe, Mark J., and Jordan I. Siegel. "Political Instability: Effects on Financial Development, Roots in the Severity of Economic Inequality." Journal of Comparative Economics 39, no. 3 (September 2011): 279–309. (We here bring forward strong evidence that political instability impedes financial development, with its variation a primary determinant of differences in financial development around the world. As such, it needs to be added to the short list of major determinants of financial development. First, structural conditions first postulated by Engerman and Sokoloff (2002) as generating long-term inequality are shown here empirically to be exogenous determinants of political instability. Second, that exogenously-determined political instability in turn holds back financial development, even when we control for factors prominent in the last decade's cross-country studies of financial development. The findings indicate that inequality-perpetuating conditions that result in political instability are fundamental roadblocks for international organizations like the World Bank that seek to promote financial development. The evidence here includes country fixed effect regressions and an instrumental model inspired by Engerman and Sokoloff's (2002) work, which to our knowledge has not yet been used in finance and which is consistent with current tests as valid instruments. Four conventional measures of national political instability — Alesina and Perotti's (1996) well-known index of instability, a subsequent index derived from Banks' (2005) work, and two indices of managerial perceptions of nation-by-nation political instability — persistently predict a wide range of national financial development outcomes for recent decades. Political instability's significance is time consistent in cross-sectional regressions back to the 1960's, the period when the key data becomes available, robust in both country fixed-effects and instrumental variable regressions, and consistent across multiple measures of instability and of financial development. Overall, the results indicate the existence of an important channel running from structural inequality to political instability, principally in nondemocratic settings, and then to financial backwardness. The robust significance of that channel extends existing work demonstrating the importance of political economy explanations for financial development and financial backwardness. It should help to better understand which policies will work for financial development, because political instability has causes, cures, and effects quite distinct from those of many of the key institutions most studied in the past decade as explaining financial backwardness.)
  • 10 Nov 2015
  • First Look

November 10, 2015

multivariate time series model to investigate the interaction between paid search and display ads and calibrate the model using data from a large commercial bank that uses online ads to acquire new checking account customers. We find that... View Details
Keywords: Sean Silverthorne
  • 26 Apr 2011
  • First Look

First Look: April 26

PapersThe Impact of Forward-Looking Metrics on Employee Decision Making Authors:Pablo, F. Casas-Arce, Asís Martínez-Jerez, and V.G. Narayanan Abstract This paper analyzes the effects of providing forward-looking metrics on employee decision making. We use data from a... View Details
Keywords: Sean Silverthorne
  • Article

Liability Structure in Small-Scale Finance

By: Fenella Carpena, Shawn Cole, Jeremy Shapiro and Bilal Zia
Microfinance, the provision of small individual and business loans, has experienced dramatic growth, reaching over 150 million borrowers worldwide. Much of the success of microfinance has been attributed to attempts to overcome the challenges of information asymmetries... View Details
Keywords: Microfinance; Emerging Markets; Financial Markets; Legal Liability; Banks and Banking; Banking Industry; India
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Carpena, Fenella, Shawn Cole, Jeremy Shapiro, and Bilal Zia. "Liability Structure in Small-Scale Finance." World Bank Economic Review 27, no. 3 (2013): 437–469.
  • 11 Oct 2022
  • Research & Ideas

Shrinking the Racial Wealth Gap, One Mortgage at a Time

the Federal Reserve Bank of Dallas, and Erik J. Mayer and Ruidi Huang of Southern Methodist University. Closing the gap between white and minority loan officers may help change that pattern, the researchers find. That has big implications... View Details
Keywords: by Rachel Layne; Financial Services
  • 08 Oct 2014
  • Working Paper Summaries

The Federal Reserve’s Abandonment of Its 1923 Principles

Keywords: by Julio J. Rotemberg; Banking; Banking
  • March 2012
  • Article

How to Make Finance Work

By: Robin Greenwood and David S. Scharfstein
Once a sleepy old boys' club, the U.S. financial sector is now a dynamic and growing business that attracts the best and the brightest. It is tempting to declare the industry a roaring success. But its purpose is to serve the needs of U.S. households and firms, and by... View Details
Keywords: Business Ventures; Value; Competitive Advantage; Investment; Performance Evaluation; Household; Financial Crisis; Finance; Financial Services Industry; United States
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Greenwood, Robin, and David S. Scharfstein. "How to Make Finance Work." Harvard Business Review 90, no. 3 (March 2012).
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