Data and Data Sets - Publications - Faculty & Research

12 Feb 2018
Working Paper Summaries

Private Equity, Jobs, and Productivity: Reply to Ayash and Rastad

Keywords: by Steven J. Davis, John Haltiwanger, Kyle Handley, Ron S. Jarmin, Josh Lerner, and Javier Miranda

12 Feb 2015
News

How Yelp Can Help

Keywords: Yelp; social media; government policy; big data; public accountability; Government

13 Mar 2017
Working Paper Summaries

Why and How Investors Use ESG Information: Evidence from a Global Survey

Keywords: by Amir Amel-Zadeh and George Serafeim

Initial Coin Offering (ICO) Success and Post-ICO Performance

We compile a comprehensive data set of initial coin offerings (ICOs) from 19 data sources including 11 ICO aggregators. We alleviate severe limitations of available ICO data by performing the first systematic analysis of ICO data quality. We use our data set to... View Details

November 2016 (Revised April 2017)
Case

Basecamp: Pricing

By: Frank Cespedes and Robb Fitzsimmons

A data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture’s latest version of its project management software product. View Details

Keywords: Pricing; Entrepreneurial Management; Data Analysis; Marketing; Customer Acquisition; Customer Retention; Value Proposition; Sales Management; Product Management; Market Research; Life Time Value; Testing; Entrepreneurship; Analytics and Data Science; Customers; Value; Sales; Product Marketing; United States

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06 Feb 2019
Working Paper Summaries

Does Public Ownership and Accountability Increase Diversity? Evidence from IPOs

Keywords: by Rembrand Koning and John-Paul Ferguson

November–December 2022
Article

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli

Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details

Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Marketing; Retail Industry

17 Mar 2021
Working Paper Summaries

Consuming Contests: Outcome Uncertainty and Spectator Demand for Contest-based Entertainment

Keywords: by Patrick J. Ferguson and Karim R. Lakhani

2021
Working Paper

Friends and Family Money: P2P Transfers and Financially Fragile Consumers

By: Tetyana Balyuk and Emily Williams

We assess the impact that real time money transfer technology has on consumer outcomes, particularly during periods of financial fragility. We do this by developing a new data set that documents use of Zelle—the most widely used P2P money transfer technology in the... View Details

Keywords: P2P Money Transfers; Real Time Payments; Fintech; Finance; Information Technology; Personal Finance; Financial Condition

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30 Jan 2018
Working Paper Summaries

Credit Supply Shocks, Network Effects, and the Real Economy

Keywords: by Laura Alfaro, Manuel García, and Enrique Moral-Benito

January 2017 (Revised March 2017)
Case

IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

By: Rosabeth Moss Kanter and Jonathan Cohen

To transform IBM for the next technology wave, Ginni Rometty, who became CEO in 2012, led divestment of declining businesses, made acquisitions in digital innovation and cloud computing, formed partnerships with former competitors such as Apple and tech startups, and... View Details

Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning

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July–August 2013
Article

Looking Up and Looking Out: Career Mobility Effects of Demographic Similarity among Professionals

By: Kathleen L. McGinn and Katherine L. Milkman

We investigate the role of workgroup sex and race composition on the career mobility of professionals in "up-or-out" organizations. We develop a nuanced perspective on the potential career mobility effects of workgroup demography by integrating the social... View Details

Keywords: Professional Service Firms; Race And Ethnicity; Ethnicity; Race; Personal Development and Career; Gender; Legal Services Industry

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20 Jun 2017
Working Paper Summaries

Conversational Peers and Idea Generation: Evidence from a Field Experiment

Keywords: by Sharique Hasan and Rembrand Koning

September 2016 (Revised October 2018)
Case

LabCDMX: Experiment 50

By: Mitchell Weiss and Maria Fernanda Miguel

There were probably 30,000 public buses, minibuses, and vans in Mexico City. Though, in 2015, no one knew for certain since no comprehensive schedule existed. This was why el Laboratorio para la Ciudad (or LabCDMX) had spawned an effort to generate a map of the... View Details

Keywords: Public Entrepreneurship; Experimentation; Lean Startup; Government; Innovation; Crowdsourcing; Open Data; Entrepreneurship; Social Entrepreneurship; Innovation and Invention; Innovation Leadership; Government Administration; Transportation; Transportation Industry; Mexico City; Mexico

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2015
Case

Advanced Leadership Pathways: Mike Critelli and Dossia Service Corporation

By: Rosabeth Moss Kanter and Patricia Bissett Higgins

In 2010, Mark Critelli was a well-seasoned corporate executive who had recently transitioned from being the CEO of a Fortune 500 company to that of a startup called Dossia. As an AL Fellow, he knew that despite believing in Dossia’s mission to empower individuals with... View Details

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2021
Working Paper

The Value of Descriptive Analytics: Evidence from Online Retailers

By: Ron Berman and Ayelet Israeli

Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic difference-in-differences method to analyze the staggered adoption of a retail analytics dashboard by more than 1,500 e-commerce websites, and we find an... View Details

Keywords: Descriptive Analytics; Big Data; Synthetic Control; E-commerce; Online Retail; Difference-in-differences; Martech; Internet and the Web; Analytics and Data Science; Performance; Retail Industry

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01 Oct 2018
Working Paper Summaries

Negative Shocks and Innovation: Evidence from Medical Device Recalls

Keywords: by George P. Ball, Jeffrey T. Macher, and Ariel Dora Stern; Health; Medical Devices & Supplies

June 2017
Teaching Note

IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

By: Rosabeth Moss Kanter and Jonathan Cohen

Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details