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  • All HBS Web  (6,982)
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    • Research  (4,351)
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  • March 2017
  • Case

Acumen Fund: Lean Data in 2017

By: Shawn A. Cole and Tony L He
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Cole, Shawn A., and Tony L He. "Acumen Fund: Lean Data in 2017." Harvard Business School Case 217-072, March 2017.
  • January 1986 (Revised October 1986)
  • Case

Data Administration in Citibank Brazil (Abridged)

By: Shoshana Zuboff
Keywords: Banks and Banking; Information Management; Banking Industry; Brazil
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Zuboff, Shoshana. "Data Administration in Citibank Brazil (Abridged)." Harvard Business School Case 486-081, January 1986. (Revised October 1986.)
  • 2024
  • Working Paper

Incorporating Micro Data into Differentiated Products Demand Estimation with PyBLP

We delineate a general framework for incorporating many types of micro data from summary statistics to full surveys of selected consumers into Berry, Levinsohn, and Pakes (1995) style estimates of differentiated products demand systems. We extend recommended practices... View Details
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Conlon, Chris, and Jeff Gortmaker. "Incorporating Micro Data into Differentiated Products Demand Estimation with PyBLP." Working Paper, September 2024.
  • October 1982
  • Case

Data Resources, Inc.: The Tire-Production Forecast

By: Arthur Schleifer Jr.
Keywords: Forecasting and Prediction
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Schleifer, Arthur, Jr. "Data Resources, Inc.: The Tire-Production Forecast." Harvard Business School Case 183-096, October 1982.
  • September 2022
  • Article

House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data

By: Sari Pekkala Kerr, William R. Kerr and Ramana Nanda
During 1992-2007, house price growth is strongly correlated with local entrepreneurship. We show with Census Bureau data that most of this entry is related to construction and real estate; these entrants tend to be small and short-lived. Using a 1998 Texas reform that... View Details
Keywords: House Prices; Collateral Channel; Entry; Entrepreneurship; Housing; Real Estate Industry; Construction Industry
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Kerr, Sari Pekkala, William R. Kerr, and Ramana Nanda. "House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data." Journal of Monetary Economics 130 (September 2022): 103–119.
  • Article

Some Uses of Happiness Data in Economics

By: Rafael Di Tella and Robert MacCulloch
Keywords: Happiness; Analytics and Data Science; Economics
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Di Tella, Rafael, and Robert MacCulloch. "Some Uses of Happiness Data in Economics." Journal of Economic Perspectives 20, no. 1 (Winter 2006): 25–46.
  • May 2009 (Revised October 2009)
  • Case

Verne Global: Building a Green Data Center in Iceland

Verne Global, a pioneering startup created to build the first large-scale data center in Iceland, faces critical challenges regarding its green strategy. Verne Co-Founder Isaac Kato is tasked with evaluating how the company can most successfully market and sell the... View Details
Keywords: Buildings and Facilities; Business Startups; Marketing Strategy; Product Marketing; Sales; Environmental Sustainability; Pollutants; Green Technology Industry; Service Industry; Iceland
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Steenburgh, Thomas J., and Nnamdi Daniel Okike. "Verne Global: Building a Green Data Center in Iceland." Harvard Business School Case 509-063, May 2009. (Revised October 2009.)
  • December 2024
  • Teaching Note

Assessing the Value of Unifying and De-duplicating Customer Data

By: Elie Ofek and Hema Yoganarasimhan
Teaching Note for HBS Case No. 525-023. View Details
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Ofek, Elie, and Hema Yoganarasimhan. "Assessing the Value of Unifying and De-duplicating Customer Data." Harvard Business School Teaching Note 525-033, December 2024.
  • 2014
  • Other Unpublished Work

Using Big Data to Improve Social Policy

By: Himabindu Lakkaraju, Jon Kleinberg, Jure Leskovec, Jens Ludwig and Sendhil Mullainathan
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Lakkaraju, Himabindu, Jon Kleinberg, Jure Leskovec, Jens Ludwig, and Sendhil Mullainathan. "Using Big Data to Improve Social Policy." NBER Economics of Crime Working Group, 2014.
  • May 1986 (Revised October 1986)
  • Case

Data Administration in Citibank Brazil (B): Strategy and Technology

By: Shoshana Zuboff
Keywords: Banks and Banking; Information Management; Banking Industry; Brazil
Citation
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Zuboff, Shoshana. "Data Administration in Citibank Brazil (B): Strategy and Technology." Harvard Business School Case 486-110, May 1986. (Revised October 1986.)
  • 23 Sep 2017
  • Working Paper Summaries

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity at Scale

Keywords: by Edward L. Glaeser, Hyunjin Kim, and Michael Luca
  • 2023
  • Working Paper

Black-box Training Data Identification in GANs via Detector Networks

By: Lukman Olagoke, Salil Vadhan and Seth Neel
Since their inception Generative Adversarial Networks (GANs) have been popular generative models across images, audio, video, and tabular data. In this paper we study whether given access to a trained GAN, as well as fresh samples from the underlying distribution, if... View Details
Keywords: Cybersecurity; Copyright; AI and Machine Learning; Analytics and Data Science
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Olagoke, Lukman, Salil Vadhan, and Seth Neel. "Black-box Training Data Identification in GANs via Detector Networks." Working Paper, October 2023.
  • 2007
  • Working Paper

The Price of Capital: Evidence from Trade Data

By: Laura Alfaro and Faisal Ahmed
We use highly disaggregated data on trade in capital goods to study differences in the price of capital across countries. This strategy is motivated by the fact that most countries import the bulk of machinery equipment from a small number of industrialized countries.... View Details
Keywords: Price; Goods and Commodities; Trade
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Alfaro, Laura, and Faisal Ahmed. "The Price of Capital: Evidence from Trade Data." Harvard Business School Working Paper, No. 07-073, April 2007. (Revised March 2010.)
  • February 2010
  • Case

Foxwoods: Turning Data into Insights in the Hospitality Industry

By: Lynda M. Applegate and Deborah L. Soule
This case describes how an IT director identified an opportunity and implemented an innovative business solution designed to enable line managers and executives to convert data to information to insights. The case also details how the company partnered with an emerging... View Details
Keywords: Corporate Entrepreneurship; Technological Innovation; Knowledge Use and Leverage; Partners and Partnerships; Information Technology; Entertainment and Recreation Industry; Connecticut
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Applegate, Lynda M., and Deborah L. Soule. "Foxwoods: Turning Data into Insights in the Hospitality Industry." Harvard Business School Case 810-083, February 2010.
  • 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
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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.
  • September 1985 (Revised August 1992)
  • Background Note

Note on Marketing Data Diskettes and MAT (Marketing Analytical Tools)

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Kaufmann, Patrick J. "Note on Marketing Data Diskettes and MAT (Marketing Analytical Tools)." Harvard Business School Background Note 586-056, September 1985. (Revised August 1992.)
  • July–August 2013
  • Article

A Joint Model of Usage and Churn in Contractual Settings

By: Eva Ascarza and Bruce G.S. Hardie
As firms become more customer-centric, concepts such as customer equity come to the fore. Any serious attempt to quantify customer equity requires modeling techniques that can provide accurate multiperiod forecasts of customer behavior. Although a number of researchers... View Details
Keywords: Churn; Retention; Contractual Settings; Access Services; Hidden Markov Models; RFM; Latent Variable Models; Customer Value and Value Chain; Consumer Behavior
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Ascarza, Eva, and Bruce G.S. Hardie. "A Joint Model of Usage and Churn in Contractual Settings." Marketing Science 32, no. 4 (July–August 2013): 570–590.
  • 24 Oct 2014
  • Working Paper Summaries

Individual Experience of Positive and Negative Growth Is Asymmetric: Global Evidence from Subjective Well-being Data

Keywords: by Jan-Emmanuel De Neve, George W. Ward, Femke De Keulenaer, Bert Van Landeghem, Georgios Kavetsos & Michael I. Norton
  • 2022
  • Working Paper

House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data

By: Sari Pekkala Kerr, William R. Kerr and Ramana Nanda
During 1992-2007, house price growth is strongly correlated with local entrepreneurship. We show with Census Bureau data that most of this entry is related to construction and real estate; these entrants tend to be small and short-lived. Using a 1998 Texas reform that... View Details
Keywords: House Prices; Collateral Channel; Entry; Demography; Mortgages; Entrepreneurship
Citation
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Kerr, Sari Pekkala, William R. Kerr, and Ramana Nanda. "House Prices, Home Equity and Entrepreneurship: Evidence from U.S. Census Micro Data." Harvard Business School Working Paper, No. 15-069, February 2015. (Revised June 2022.)
  • 2017
  • Working Paper

Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity

By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
Can new data sources from online platforms help to measure local economic activity? Government datasets from agencies such as the U.S. Census Bureau provide the standard measures of economic activity at the local level. However, these statistics typically appear only... View Details
Keywords: Economy; Analytics and Data Science; Local Range; Social and Collaborative Networks
Citation
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Glaeser, Edward L., Hyunjin Kim, and Michael Luca. "Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity." Harvard Business School Working Paper, No. 18-022, September 2017. (Revised October 2017.)
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