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- All HBS Web
(365)
- News (108)
- Research (218)
- Multimedia (5)
- Faculty Publications (45)
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- May 2018
- Article
Nowcasting Gentrification: Using Yelp Data to Quantify Neighborhood Change
By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
Data from digital platforms have the potential to improve our understanding of gentrification and enable new measures of how neighborhoods change in close to real time. Combining data on businesses from Yelp with data on gentrification from the Census, Federal Housing... View Details
Keywords: Forecasting Models; Simulation Methods; Regional Economic Activity: Growth, Development, Environmental Issues, And Changes; Geographic Location; Local Range; Transition; Analytics and Data Science; Measurement and Metrics; Economic Growth; Forecasting and Prediction
Glaeser, Edward L., Hyunjin Kim, and Michael Luca. "Nowcasting Gentrification: Using Yelp Data to Quantify Neighborhood Change." AEA Papers and Proceedings 108 (May 2018): 77–82.
- 28 Apr 2021
- Research & Ideas
Remote Workers Spend More on Housing. Do They Deserve Higher Pay?
To executives expecting to save on office space when some employees continue working remotely post-pandemic: Not so fast. Makeshift desks and kitchen tables have sufficed for many people working from home to avoid COVID-19. However, permanently remote workers tend to... View Details
Keywords: by Kristen Senz
- November 2017
- Article
Credit-Induced Boom and Bust
By: Marco Di Maggio and Amir Kermani
Can a credit expansion induce a boom and bust in house prices and real economic activity? This paper exploits the federal preemption of national banks in 2004 from local laws against predatory lending to gauge the effect of the supply of credit on the real economy.... View Details
Keywords: Great Recession; Subprime; Credit Supply; Credit Expansion; Household Leverage; Household Debt; Preemption Rule; Mortgages; Laws and Statutes; Credit; Household; Borrowing and Debt; Economic Slowdown and Stagnation
Di Maggio, Marco, and Amir Kermani. "Credit-Induced Boom and Bust." Review of Financial Studies 30, no. 11 (November 2017): 3711–3758. (Lead article and Editor's choice
Winner of the 2018 RFS Rising Scholar Award.)
- 2023
- Working Paper
The Effects of Cryptocurrency Wealth on Household Consumption and Investment
By: Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson and Jason Kotter
This paper uses transaction-level data across millions of accounts to identify cryptocurrency investors and evaluate how fluctuations in individual crypto wealth affect household consumption, equity investment, and local real estate markets. We estimate an MPC out of... View Details
Keywords: Cryptocurrency; Marginal Propensity To Consume; Household Balance Sheet; Real Estate; Etherium; Bitcoin; Investment; Housing; Spending
Aiello, Darren, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson, and Jason Kotter. "The Effects of Cryptocurrency Wealth on Household Consumption and Investment." Harvard Business School Working Paper, No. 23-077, June 2023.
- July 2012 (Revised August 2015)
- Case
SOHO China: Design, Development, and Social Harmony
By: Arthur I Segel and Mukti Khaire
Founded in 1995 by Zhang Xin and her husband Mr. Pan Shiyi, SOHO China has developed into a world-class real estate development firm that has consistently delivered high-quality projects known for their cutting-edge designs and investment potential. Despite the... View Details
Keywords: Real Estate; Organizational Culture; Leasing; Design; Asset Management; Salesforce Management; Sales; Real Estate Industry; China
Segel, Arthur I., and Mukti Khaire. "SOHO China: Design, Development, and Social Harmony." Harvard Business School Case 213-025, July 2012. (Revised August 2015.)
- July 2009 (Revised June 2011)
- Case
Dharavi: Developing Asia's Largest Slum (A)
By: Lakshmi Iyer, John D. Macomber and Namrata Arora
Maharashtra state is accepting bids to redevelop Dharavi, the largest slum in Asia. A real estate developer assesses the risks and tenders a bid. The bid conditions include providing new free housing to tens of thousands of slum dwellers, which is anticipated to be... View Details
Keywords: Risk Management; Development Economics; Housing; Urban Development; Emerging Markets; Social Issues; Business and Government Relations; Real Estate Industry; Mumbai
Iyer, Lakshmi, John D. Macomber, and Namrata Arora. "Dharavi: Developing Asia's Largest Slum (A)." Harvard Business School Case 710-004, July 2009. (Revised June 2011.)
- October 2015 (Revised August 2018)
- Case
Ozark Feed and Ag Corporation: The ERP Decision
By: Jan Hammond, Paul Kalmbach and Eric Bernstein
This case describes a medium-sized business that manufactures animal feed for commercial and companion animals. The company has been growing rapidly and is considering whether or not to implement an enterprise resource planning (ERP) system. Ozark currently uses an IT... View Details
Keywords: ERP Systems; Information Technology; Supply Chain Management; Growth Management; Performance Improvement; Animal-Based Agribusiness; Decision Choices and Conditions; Agriculture and Agribusiness Industry; Information Technology Industry; Missouri; Oklahoma; Texas; Arkansas
Hammond, Jan, Paul Kalmbach, and Eric Bernstein. "Ozark Feed and Ag Corporation: The ERP Decision." Harvard Business School Case 616-019, October 2015. (Revised August 2018.)
- 2018
- Working Paper
Measuring Gentrification: Using Yelp Data to Quantify Neighborhood Change
By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
We demonstrate that data from digital platforms such as Yelp have the potential to improve our understanding of gentrification, both by providing data in close to real time (i.e., nowcasting and forecasting) and by providing additional context about how the local... View Details
Keywords: Geographic Location; Local Range; Transition; Analytics and Data Science; Measurement and Metrics; Forecasting and Prediction
Glaeser, Edward L., Hyunjin Kim, and Michael Luca. "Measuring Gentrification: Using Yelp Data to Quantify Neighborhood Change." NBER Working Paper Series, No. 24952, August 2018.
- 2023
- Working Paper
Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate
By: Mengxia Zhang and Isamar Troncoso
3D virtual tours (VTs) have become a popular digital tool in real estate platforms, enabling potential buyers to virtually walk through the houses they search for online. In this paper, we study home sellers’ adoption of VTs and the VTs’ relative benefits compared to... View Details
Zhang, Mengxia, and Isamar Troncoso. "Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate." Harvard Business School Working Paper, No. 24-003, July 2023.
- 01 Oct 2009
- Working Paper Summaries
Systemic Risk and the Refinancing Ratchet Effect
- June 1992 (Revised March 1993)
- Case
Fleetwood Enterprises, Inc. 1990
By: Timothy A. Luehrman
The CFO of Fleetwood Enterprises is considering whether to recommend a large share repurchase to the board of directors. Fleetwood's core businesses, manufactured housing and recreational vehicles, are very sensitive to business cycles and oil prices. Following Iraq's... View Details
Keywords: Business Cycles; Capital Structure; Stock Shares; Price; Crisis Management; Production; Manufacturing Industry; Iraq; Kuwait
Luehrman, Timothy A. "Fleetwood Enterprises, Inc. 1990." Harvard Business School Case 293-013, June 1992. (Revised March 1993.)
- November 2021 (Revised December 2022)
- Case
Farfetch: Digital Transformation for Luxury Brands
By: Sunil Gupta, Jill Avery, Elena Corsi and Federica Gabrieli
Farfetch, a global luxury technology platform and digital marketplace had been surfing the wave of digital transformation in the luxury fashion industry since 2008. While the company’s stock price and market valuation had fluctuated since its IPO in 2018, it had... View Details
Keywords: Digital Marketing; Marketplaces; Retailing; Internet Marketing; E-Commerce Strategy; Marketing; Marketing Strategy; Marketing Channels; Brands and Branding; Luxury; Growth and Development Strategy; Digital Transformation; E-commerce; Apparel and Accessories Industry; Beauty and Cosmetics Industry; Fashion Industry; Retail Industry; Web Services Industry; Technology Industry; United Kingdom; Europe; Portugal; China
Gupta, Sunil, Jill Avery, Elena Corsi, and Federica Gabrieli. "Farfetch: Digital Transformation for Luxury Brands." Harvard Business School Case 522-051, November 2021. (Revised December 2022.)
- September 2010
- Case
Freddie Mac: Managing in Conservatorship
By: Robert Steven Kaplan, Nitin Nohria and Ben Creo
Ed Haldeman has recently become CEO of Freddie Mac, one of three major government sponsored enterprises (GSEs) charged with supporting U.S. residential mortgage finance. The company was placed into conservatorship by the U.S. treasury on September 7, 2008.... View Details
Keywords: Change Management; Financial Crisis; Mortgages; Leadership; Organizational Culture; Business and Government Relations; Financial Services Industry; United States
Kaplan, Robert Steven, Nitin Nohria, and Ben Creo. "Freddie Mac: Managing in Conservatorship." Harvard Business School Case 411-048, September 2010.
- 2023
- Working Paper
El Dorado Lost: Local Elites, Real Estate and the Education Business in China
By: Geoffrey Jones and Yuhai Wu
This working paper examines the evolving, complex and multifaceted relationship between the real estate industry and the education sector in China. The current crises in the private education and real estate sectors caused by policy shifts reflect the inter-meshing of... View Details
Keywords: Business and Government Relations; Policy; Government and Politics; Economic Sectors; Education Industry; Real Estate Industry; China
Jones, Geoffrey, and Yuhai Wu. "El Dorado Lost: Local Elites, Real Estate and the Education Business in China." Harvard Business School Working Paper, No. 23-065, May 2023.
- 06 Nov 2008
- Op-Ed
Selling Out The American Dream
leveraging of assets, on irresponsible banks and mortgage brokers who fabricated applications for no downpayment home loans knowing that the risks could be readily laid off on unsuspecting third parties. But underpinning the collapse of the View Details
Keywords: by John Quelch
- January 2025 (Revised April 2025)
- Case
Blue Frontier: Disrupting Air Conditioning
By: Rosabeth Moss Kanter and Jacob A. Small
Serial entrepreneur Daniel Betts founded Blue Frontier in South Florida to offer a climate-friendly solution to increase air conditioning efficiency and dehumidify using new technology he developed. Backed by significant venture capital, Blue Frontier had to choose... View Details
Keywords: Entrepreneurship; Climate Change; Environmental Sustainability; Technological Innovation; Market Entry and Exit; Performance Efficiency; Business Strategy; Florida
Kanter, Rosabeth Moss, and Jacob A. Small. "Blue Frontier: Disrupting Air Conditioning." Harvard Business School Case 325-088, January 2025. (Revised April 2025.)
- 04 Nov 2014
- First Look
First Look: November 4
emotion regulation and utilitarian decision making. November 2014 Journal of Marketing Research Cost Conscious? The Neural and Behavioral Impact of Price Primacy on Decision-Making By: Karmarkar, Uma R., Baba Shiv, and Brian Knutson... View Details
Keywords: Sean Silverthorne
- 2006
- Working Paper
The Value of a 'Free' Customer
By: Sunil Gupta, Carl F. Mela and Jose M. Vidal-Sanz
Central to a firm's growth and marketing policy is the revenus and profit potential of its customer assets. As a result, there has been a recent proliferation of work regarding customer lifetime value. However, extant research in this area is silent regarding how to... View Details
Gupta, Sunil, Carl F. Mela, and Jose M. Vidal-Sanz. "The Value of a 'Free' Customer." Harvard Business School Working Paper, No. 07-035, December 2006.
- 27 Feb 2018
- First Look
First Look at New Research and Ideas, February 27, 2018
percent increase in housing prices. Moreover, Yelp measures of local business activity provide leading indicators for housing price changes and help to forecast which... View Details
Keywords: Sean Silverthorne
- 2009
- Working Paper
Systemic Risk and the Refinancing Ratchet Effect
By: Amir E. Khandani, Andrew W. Lo and Robert C. Merton
The confluence of three trends in the U.S. residential housing market-rising home prices, declining interest rates, and near-frictionless refinancing opportunities-led to vastly increased systemic risk in the financial system. Individually, each of these trends is... View Details
Khandani, Amir E., Andrew W. Lo, and Robert C. Merton. "Systemic Risk and the Refinancing Ratchet Effect." Harvard Business School Working Paper, No. 10-023, September 2009. (Revised July 2010.)