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  • All HBS Web  (624)
    • People  (1)
    • News  (90)
    • Research  (443)
    • Events  (2)
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  • 2025
  • Working Paper

Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach

By: Ta-Wei Huang and Eva Ascarza
As firms increasingly rely on customer data for personalization, concerns over privacy and regulatory compliance have grown. Local Differential Privacy (LDP) offers strong individual-level protection by injecting noise into data before collection. While... View Details
Keywords: Targeted Intervention; Conditional Average Treatment Effect Estimation; Differential Privacy; Honest Estimation; Post-processing; Analytics and Data Science; Consumer Behavior; Marketing
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Huang, Ta-Wei, and Eva Ascarza. "Enhancing Treatment Effect Prediction on Privacy-Protected Data: An Honest Post-Processing Approach." Harvard Business School Working Paper, No. 24-034, December 2023. (Revised March 2025.)
  • Research Summary

Innovating in Energy: Learning from High-Potential Ventures

By: Joseph B. Lassiter

My work at HBS has always focused on high-potential ventures.  Most recently, these have been professionally financed start-ups and buyouts in newly emerging energy and cleantech businesses. These ventures tend to be based on innovative insights into technology and... View Details

  • 09 Apr 2008
  • Research & Ideas

The Matchmaker of the Modern Economy

unwavering belief in human potential. After the war, the stage was set for an explosion of innovation, and Doriot was in a perfect position to light the fuse. As a professor of a leading business school and a director of dozens of companies, Doriot had become an expert... View Details
Keywords: by Spencer E. Ante
  • February 2023 (Revised February 2024)
  • Case

Doing Business in Istanbul, Turkey

By: Prithwiraj Choudhury, Leonard A. Schlesinger, Namrata Arora and Umut Arslan
This case examines the challenges and opportunities of doing business in Turkey. It highlights Turkey's economic transformation in the decades leading up to 2024 in the context of its history, culture, and politics. The case gives an overview of some of the main... View Details
Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Technology Industry; Technology Industry; Turkey
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Choudhury, Prithwiraj, Leonard A. Schlesinger, Namrata Arora, and Umut Arslan. "Doing Business in Istanbul, Turkey." Harvard Business School Case 323-081, February 2023. (Revised February 2024.)
  • 2021
  • Working Paper

Invisible Primes: Fintech Lending with Alternative Data

By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to... View Details
Keywords: Fintech Lending; Alternative Data; Machine Learning; Algorithm Bias; Finance; Information Technology; Financing and Loans; Analytics and Data Science; Credit
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Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
  • November 2016
  • Supplement

Uber in China: Driving in the Gray Zone (B)

By: William C. Kirby, Yuanzhuo Wang, Shuang L. Frost and Adam K. Frost
Starting in 2014, for two years Uber had fought an intense, costly battle for China’s ridesharing market with well-financed and well-connected domestic Chinese competitors. During this time, Uber also had to respond to an ever-shifting regulatory landscape that looked... View Details
Keywords: China; Uber; Didi Chuxing; Start-up Growth; Regulation; Ride-sharing; Transportation; Business Startups; Growth and Development; Cross-Cultural and Cross-Border Issues; Technology Industry; Technology Industry; China
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Kirby, William C., Yuanzhuo Wang, Shuang L. Frost, and Adam K. Frost. "Uber in China: Driving in the Gray Zone (B)." Harvard Business School Supplement 317-064, November 2016.
  • January 2021 (Revised October 2021)
  • Case

eToro: Building the World's Largest Social Trading Network

By: Elie Ofek and Danielle Golan
Social trading platform eToro was preparing for the launch of its expanded offering in the U.S. The company faced critical decisions regarding product-market fit, go-to-market strategy, positioning and monetization. Moreover, it faced the challenge of how best to make... View Details
Keywords: Social Trading Platform; Investment; Social and Collaborative Networks; Marketing Strategy; Expansion; Digital Platforms
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Ofek, Elie, and Danielle Golan. "eToro: Building the World's Largest Social Trading Network." Harvard Business School Case 521-057, January 2021. (Revised October 2021.)
  • May 2014
  • Article

Incorporating Field Data into Archival Research

By: Eugene F. Soltes
I explore the use of field data in conjunction with archival evidence by examining Iliev, Miller, and Roth's (2014) analysis of an amendment to the Securities Exchange Act of 1934. This regulatory amendment allowed depositary banks to cross-list firms without the... View Details
Keywords: Analytics and Data Science; Research; Financial Reporting
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Soltes, Eugene F. "Incorporating Field Data into Archival Research." Journal of Accounting Research 52, no. 2 (May 2014): 521–540.
  • 22 Feb 2024
  • Research & Ideas

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

There’s a virtual elephant in AI’s room: It’s nearly impossible to make the technology forget. And there are an increasing number of scenarios where consumers and programmers may not only want to remove data from a machine learning... View Details
Keywords: by Rachel Layne; Technology; Technology
  • June 1998 (Revised December 2006)
  • Case

Clear Communications Ltd. vs. Telecom Corporation of New Zealand Ltd. (A)

By: Willis M. Emmons III and Martin Calles
Features the challenges facing an entrant in the New Zealand telecommunications market during the period 1989-1994. Clear Communications Ltd. (CCL), a joint venture owned by Bell Canada, MCI, New Zealand Television Corp., and Todd Companies, begins offering long... View Details
Keywords: Market Entry and Exit; Competition; Emerging Markets; Privatization; Monopoly; Mobile and Wireless Technology; Corporate Strategy; Business or Company Management; Expansion; Law; Telecommunications Industry; New Zealand
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Emmons, Willis M., III, and Martin Calles. "Clear Communications Ltd. vs. Telecom Corporation of New Zealand Ltd. (A)." Harvard Business School Case 798-085, June 1998. (Revised December 2006.)
  • June 2021
  • Case

Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)

By: Linda A. Hill and Emily Tedards
In 2016, Akira Fukabori and Kevin Kajitani, aeronautical engineers at All Nippon Airways Co., Ltd., began to wonder why, in a world of accelerating globalization and digital connectivity, those who lived in far-remote villages or impoverished urban areas could not... View Details
Keywords: Agility; Ecosystem; Innovation Ecosystems; Innovation; Crowdsourcing; XPRIZE; Open Innovation; Partnership; Government; Collaboration; Co-creation; Purpose; Impact; Social Impact; Movement; Organizational Behavior; Organizational Ambidexterity; Ambidexterity; Culture; Culture Change; Global Teams; Experimentation; Space; Space Industry; Airline Industry; Start-up; Platform Business; Platform Strategy; Platform; Digital; Robotics; Robots; Avatar; Telepresence; Innovation Lab; Mobility; COVID-19; Intrapreneurship; Public-private Partnership; Innovation and Invention; Technological Innovation; Partners and Partnerships; Collaborative Innovation and Invention; Alignment; Leadership; Leading Change; Diversity; Organizational Culture; Change Management; Strategy; Entrepreneurship; Digital Platforms; Transportation Industry; Aerospace Industry; Japan
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Hill, Linda A., and Emily Tedards. "Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)." Harvard Business School Case 421-085, June 2021.
  • March 2000
  • Case

Aspect Medical Systems

By: Richard M.J. Bohmer and Naomi Atkins
Entrepreneur Nassib Chamoun has created an innovative anesthesiology device that monitors patients' consciousness levels during surgery. This case tracks how Chamoun and his executive team built the infrastructure of the company and actively managed the adoption... View Details
Keywords: Decision Choices and Conditions; Entrepreneurship; Independent Innovation and Invention; Infrastructure; Product Design; Product Development; Problems and Challenges; Adoption; Competitive Strategy; Technology Industry
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Bohmer, Richard M.J., and Naomi Atkins. "Aspect Medical Systems." Harvard Business School Case 600-076, March 2000.
  • 25 Apr 2017
  • First Look

First Look at New Research, April 25

operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at the core of the new corporate strategy, alongside... View Details
Keywords: Sean Silverthorne
  • Article

Health App Policy: International Comparison of Nine Countries' Approaches

By: Anna Essén, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens and David W. Bates
An abundant and growing supply of digital health applications (apps) exists in the commercial tech-sector, which can be bewildering for clinicians, patients, and payers. A growing challenge for the health care system is therefore to facilitate the identification of... View Details
Keywords: Digital Health; Apps; Health Care and Treatment; Internet and the Web; Policy; Global Range; Applications and Software
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Essén, Anna, Ariel Dora Stern, Christoffer Bjerre Haase, Josip Car, Felix Greaves, Dragana Paparova, Steven Vandeput, Rik Wehrens, and David W. Bates. "Health App Policy: International Comparison of Nine Countries' Approaches." npj Digital Medicine 5, no. 31 (2022).
  • February 2016 (Revised March 2017)
  • Case

Regulating Radio in the Age of Broadcasting

By: David Moss, Marc Campasano and Colin Donovan
When the Titanic tragically sank on April 15, 1912, potentially life-saving help was delayed as a result of failures in radio communication. In part as a result, Congress moved swiftly to regulate radio, passing the Radio Act of 1912 four months later. Although at... View Details
Keywords: Radio; Regulation; Communication Technology; Government Legislation; History; Media and Broadcasting Industry; United States
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Moss, David, Marc Campasano, and Colin Donovan. "Regulating Radio in the Age of Broadcasting." Harvard Business School Case 716-043, February 2016. (Revised March 2017.)
  • 09 Sep 2008
  • First Look

First Look: September 9, 2008

agencies. While negative ratings may "shame" firms that are performing poorly, the threat of regulatory action and the presence of "low hanging fruit" are important drivers of how firms respond to information-based... View Details
Keywords: Sean Silverthorne
  • January 2025
  • Teaching Note

Vytal: Packaging-as-a-Service

By: George Serafeim, Michael W. Toffel and Stacy Straaberg
Teaching Note for HBS Case No. 124-007. The Germany-based startup Vytal operated the largest digital-native reusable packaging-as-a-service network globally, having raised nearly €15 million, established a large network of restaurant partners, and prevented the use of... View Details
Keywords: Environmental Sustainability; Innovation and Invention; Business Growth and Maturation; Growth and Development Strategy; Business Startups; Resource Allocation; Risk Management; Adoption; Strategy; Performance Productivity; Service Delivery; Service Operations; Supply Chain; Distribution; Entrepreneurship; Climate Change; Business Model; Governing Rules, Regulations, and Reforms; Profit; Financing and Loans; Expansion; Green Technology Industry; Service Industry; Retail Industry; Germany; Europe
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Serafeim, George, Michael W. Toffel, and Stacy Straaberg. "Vytal: Packaging-as-a-Service." Harvard Business School Teaching Note 125-003, January 2025.
  • 10 Jun 2008
  • First Look

First Look: June 10, 2008

governance, voluntary public-private partnerships and self-regulation programs have proliferated. However, because few have been subjected to robust evaluation, little is known about whether these innovative approaches are achieving their objectives and enhancing View Details
Keywords: Martha Lagace
  • 18 Jun 2013
  • First Look

First Look: June 18

regulatory requirements, and some existing taxi booking vendors feel threatened by SaferTaxi's efforts to enter the market. As SaferTaxi attempts to satisfy these diverse constituents, international competition looms. What should... View Details
Keywords: Anna Secino
  • February 2023 (Revised March 2025)
  • Case

Doing Business in Accra, Ghana

By: Hakeem Belo-Osagie, Leonard Schlesinger and Namrata Arora
This case examines the challenges and opportunities of doing business in Ghana. It highlights Ghana economic transformation in the decades leading up to 2024 in the context of its history, culture, and politics. The case gives an overview of some of the main obstacles... View Details
Keywords: Business History; Business and Government Relations; Technological Innovation; Foreign Direct Investment; Economic Growth; Financial Crisis; Agribusiness; Food and Beverage Industry; Agriculture and Agribusiness Industry; Ghana
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Belo-Osagie, Hakeem, Leonard Schlesinger, and Namrata Arora. "Doing Business in Accra, Ghana." Harvard Business School Case 323-090, February 2023. (Revised March 2025.)
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