Open Data - Publications - Faculty & Research

Fast Answer

Government data and information sources for public entrepreneurship

Municipal, local and national level financial data, demographics and market information sources to inform and support public sector entrepreneurship Where can I find government data (federal, municipal, city, etc.)? Lists... View Details

08 Oct 2021
Research & Ideas

How Newspaper Closures Open the Door to Corporate Crime

percent of Fortune 100 firms, from 2000 to 2017. The database contains the location of each violation, allowing Heese and his colleagues to overlay that data both in areas where local newspapers were operating and in other areas where... View Details

Keywords: by Avery Forman

Fast Answer

Finding a Time Series of Financial Data in Compustat

Tab-delimited text (*.txt) format Leave all other boxes in this step as is Click Submit Query Data Request Summary window will open Right mouse click on the highlighted file name... View Details

22 Feb 2024
Research & Ideas

How to Make AI 'Forget' All the Private Data It Shouldn't Have

training data from large language models. It’s still an open question how to reliably determine how much memorization a given LLM is doing of its training set, which I think could be a standard analysis that... View Details

Keywords: by Rachel Layne; Technology; Information Technology

July 13, 2023
Article

Threads Foreshadows a Big—and Surprising—Shift in Social Media

By: Scott Duke Kominers and Liang Wu

Threads, Meta’s Twitter competitor, has become the fastest downloaded app in history. One of the reasons for this is because it allows users to port over their profiles and follows from the already popular social media platform Instagram, also owned by Meta—a feature... View Details

Keywords: Decentralization; Twitter; Facebook; Instagram; Crypto Economy; Blockchain; Network; Industrial Organization; Competition; Open Innovation; Open Platforms; Open Source Innovation; Social Networks; Social Media; Applications and Software; Information Technology Industry

Citation

Register to Read

01 Jan 2020
What Do You Think?

Why Not Open America's Doors to All the World’s Talent?

the abuse of H-1B visas is as old as the program itself. “I had 3 trainees; each learned a different facet of my job. None of them had near the knowledge or experience as me. I was the lucky American who found work elsewhere and left on my own.” H1BReformNow provided... View Details

Keywords: by James Heskett; Technology

Web

Data Tips & Toolkits - Research Computing Services

Data Practices Data Tips & Toolkits 23ms Causal Inference R Packages causalTree, CausalImpact, Counterfactual, BayesTree, rrd, FindIt, causaldrf, uplift, Synth, matchIt, pcalg, wfe, matching, med ex, BCEE,... View Details

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

Citation

Educators

Purchase

August 2003
Case

Mercury Computer Systems: The Evolution from Integrated Technology to Open Standard

By: Rebecca Henderson and Nancy Confrey

For 20 years, Mercury Computer Systems has thrived, providing products and services that support ultrafast processing of real time data. Now Jay Bertelli, the CEO, faces a critical question: How can the firm compete once the standards on which its products are based... View Details

Keywords: Analytics and Data Science; Open Source Distribution; Strategic Planning; Competitive Strategy; Competitive Advantage; Information Technology; Information Technology Industry

Citation

Find at Harvard

June 2018
Teaching Note

LabCDMX: Experiment 50

By: Mitchell Weiss and Matt Higgins

Teaching Note for HBS No. 817-031. View Details

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

Citation

Purchase

Web

Finding a Time Series of Financial Data in Compustat | Baker Library

Updates Choose Fundamentals Annual Step One: Date Range Set Date Variable to Data date Set Beginning Date month and year Set Ending Date month and year Step Two: Search Set code format to GVKEY Click Code Lookup under Manually enter... View Details

Article

The Translucent Hand of Managed Ecosystems: Engaging Communities for Value Creation and Capture

By: Elizabeth J. Altman, Frank Nagle and Michael Tushman

Management research has increasingly explored the domains of ecosystems, platforms, and open/user/distributed innovation—governance structures focused on engaging with external communities. While these research areas include substantial empirical and theoretical work... View Details

Keywords: Ecosystems; Platforms; Open And User Innovation Strategy; Capabilities; Governance; Innovation Strategy; Organizational Change and Adaptation; Value Creation

Citation

Find at Harvard

Register to Read

May 2014
Article

Digital Dark Matter and the Economic Contribution of Apache

By: Shane Greenstein and Frank Nagle

Researchers have long hypothesized that research outputs from government, university, and private company R&D contribute to economic growth, but these contributions may be difficult to measure when they take a non-pecuniary form. The growth of networking devices and... View Details

Keywords: Open Source; Apache; Economic Measurement; Digital Economics; Measurement and Metrics; Open Source Distribution; Internet and the Web; Information Technology; Applications and Software; Economic Growth; Research and Development; Web Services Industry; Information Technology Industry; United States

March 2019
Case

HOPI: Turkey's Shopping Companion

By: Sunil Gupta, Donald Ngwe and Gamze Yucaoglu

The case opens in 2017 as Onur Erbay, CEO of HOPI, a multi-vendor loyalty platform, is contemplating a critical decision. The case chronicles the origins of Boyner Group, the parent company of HOPI and a major retailer in Turkey, and development of retail and customer... View Details

Keywords: Loyalty Programs; Multi-vendor Platform; Retail; Big Data; Customer Relationship Management; Mobile and Wireless Technology; Business Model; Analytics and Data Science; Competitive Strategy; Decision Making; Applications and Software; Digital Platforms; Technology Industry; Retail Industry; Turkey

Citation

Educators

Purchase

January 2014 (Revised January 2017)
Case

Nivea (A)

By: Karim R. Lakhani, Johann Fuller, Volker Bilgram and Greta Friar

The case describes the efforts of Beiersdorf, a worldwide leader in the cosmetics and skin care industries, to generate and commercialize new R&D through open innovation using external crowds and "netnographic" analysis. Beiersdorf, best known for its consumer brand... View Details

Keywords: Innovation; Innovation Management; Crowdsourcing; Big Data; Innovation Strategy; Innovation and Management; Knowledge Management; Knowledge Sharing; Research and Development; Social and Collaborative Networks; Collaborative Innovation and Invention; Analytics and Data Science; Beauty and Cosmetics Industry; Consumer Products Industry

Citation

Educators

Purchase

Forthcoming
Article

FinTech Lending and Cashless Payments

By: Pulak Ghosh, Boris Vallée and Yao Zeng

Borrower's use of cashless payments both improves their access to capital from FinTech lenders and predicts a lower probability of default. These relationships are stronger for cashless technologies providing more precise information, and for outflows. Cashless payment... View Details

Keywords: Fintech; Lending; Payments; Data Sharing; Financing and Loans; Information Technology; Banks and Banking; Business Model

Citation

Article

The Impact of the 'Open' Workspace on Human Collaboration

By: Ethan Bernstein and Stephen Turban

Organizations’ pursuit of increased workplace collaboration has led managers to transform traditional office spaces into “open,” transparency-enhancing architectures with fewer walls, doors, and other spatial boundaries, yet there is scant direct empirical research on... View Details

Citation

Find at Harvard

Read Now

2019
Working Paper

The Impact of Professionals' Contributions to Online Knowledge Communities on Their Workplace Knowledge Work

By: Hila Lifshitz - Assaf and Frank Nagle

Knowledge work is becoming increasingly challenging as pace of change in the knowledge frontier is increasing. Organizations have created multiple mechanisms to minimize knowledge gaps and increase learning such internal training, mentorship programs as well as... View Details

Keywords: Open Source; Future Of Work; Software Development; Knowledge Work; Online Community; Learning; Knowledge Sharing; Applications and Software; Open Source Distribution; Performance Productivity

Citation

01 Dec 1999
News

The Way You See It

Among dozens of other leaders cited were W. Edwards Deming, Franklin D. Roosevelt, John Maynard Keynes, Sam Walton, J.P. Morgan, Martin Luther King, John D. Rockefeller, and Peter Drucker. Also mentioned were Bernard Baruch, Oprah Winfrey, Howard Hughes, and Ben and... View Details

Keywords: Garry Emmons. Data collection by Ericka Webb.

October 2015 (Revised October 2016)
Case

Building Watson: Not So Elementary, My Dear! (Abridged)

By: Willy C. Shih

This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details