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Show Results For
- All HBS Web
(1,507)
- People (2)
- News (425)
- Research (945)
- Events (1)
- Multimedia (4)
- Faculty Publications (454)
- 2020
- Working Paper
Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective
We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details
Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science
Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
- 01 Dec 2006
- What Do You Think?
How Important Is Quality of Labor? And How Is It Achieved?
jobs as well as labor, most agreed with author Gregory Clark's thesis that "labor quality," not just low cost, is a major driver of capital flows that leads to economic prosperity. This raised... View Details
Keywords: by by Jim Heskett
- September 2011
- Case
AXA Private Equity: The Diana Investment
By: Michael J. Roberts and William A. Sahlman
The case focuses on an investment made by AXA Private Equity, a French manufacturer of food ingredients. The investment is made at the height of the financial markets, and financed with significant debt. Soon thereafter, the financial crisis impacted the company's... View Details
Roberts, Michael J., and William A. Sahlman. "AXA Private Equity: The Diana Investment." Harvard Business School Case 812-042, September 2011.
- April 2000 (Revised July 2000)
- Case
Ameritrade Holding Corporation
By: Lisa K. Meulbroek
Some of the senior managers at Ameritrade, an Internet brokerage firm, are selling their holdings in the firm. Why are the managers selling, how will it affect shareholders, and what should the CEO do about it? The CEO is concerned that the market will interpret... View Details
Keywords: Valuation; Internet and the Web; Stock Options; Risk Management; Financial Services Industry
Meulbroek, Lisa K. "Ameritrade Holding Corporation." Harvard Business School Case 200-057, April 2000. (Revised July 2000.)
- October 2021 (Revised May 2023)
- Case
Project Maji: Pricing Water in Sub-Saharan Africa
By: Elie Ofek, Marco Bertini, Dilyana Karadzhova Botha and Esel Çekin
In July 2021, Sunil Lalvani, founder and CEO of Project Maji, a non-profit social enterprise headquartered in Dubai that had already provided sustainable, clean water solutions to 80,000 people living in rural communities across Ghana and Kenya, was facing an important... View Details
Keywords: Water; Pricing; Nonprofit Organizations; Projects; Price; Decision Making; Social Enterprise; Growth and Development Strategy; Equity; Green Technology; Social and Collaborative Networks; Africa; Dubai
Ofek, Elie, Marco Bertini, Dilyana Karadzhova Botha, and Esel Çekin. "Project Maji: Pricing Water in Sub-Saharan Africa." Harvard Business School Case 522-043, October 2021. (Revised May 2023.)
- 06 Feb 2013
- What Do You Think?
Is ‘Conscious Capitalism’ an Antidote to Income Inequality?
Summing Up Can "Conscious Capitalism" Become a Viable Antidote to Income Inequality? Conscious capitalism as an antidote to income inequality apparently is an idea that attracts the attention of a diverse community, judging from... View Details
Keywords: by James Heskett
- May 2020
- Article
The Creation and Evolution of Entrepreneurial Public Markets
By: Shai Bernstein, Abhishek Dev and Josh Lerner
This paper explores the creation and evolution of new stock exchanges around the world geared towards entrepreneurial companies, known as second-tier exchanges. Using hand-collected novel data, we document the proliferation of these new stock exchanges that were... View Details
Keywords: Stock Exchanges; Entrepreneurship; Finance; Initial Public Offering; Capital; Entrepreneurial Finance
Bernstein, Shai, Abhishek Dev, and Josh Lerner. "The Creation and Evolution of Entrepreneurial Public Markets." Journal of Financial Economics 136, no. 2 (May 2020): 307–329.
- Research Summary
Impact Investing
In the last decade, inspired by the success of commercial microfinance, the concept of applying the practice of equity investing to the delivery of high social impact interventions has drawn increasing attention in development circles, business academia and... View Details
- December 2019 (Revised June 2024)
- Case
The Dutch East India Company in 1612 (A)
By: Lynn S. Paine and Giuseppe Dari-Mattiacci
The Dutch East India Company’s board of directors must decide what to do about an impending legal requirement to liquidate the company’s assets and return to shareholders their capital and any profits earned during a ten-year lock-up period. The charter granted to the... View Details
Keywords: Corporate Governance; Globalized Firms and Management; Organizational Structure; Laws and Statutes; Financial Markets; Business and Shareholder Relations; Business and Government Relations; Business History; Shipping Industry; Netherlands
Paine, Lynn S., and Giuseppe Dari-Mattiacci. "The Dutch East India Company in 1612 (A)." Harvard Business School Case 320-047, December 2019. (Revised June 2024.)
- November 2012
- Case
Tracy Palandjian at Social Finance US (A)
By: Alnoor Ebrahim, Catherine Clark and Beth Bafford
It had been eighteen months since Tracy Palandjian had left her position as a managing director at The Parthenon Group to start an ambitious venture called Social Finance US. With a mission "to mobilize investment capital to drive social change," her new organization... View Details
- 2025
- Working Paper
Investor Influence on Media Coverage: Evidence from Venture Capital-Backed Startups
By: Brian K. Baik and Albert Shin
We examine whether and how investors influence media coverage of their private portfolio companies. Using a stacked difference-in-differences design, we find that media coverage of startups increases significantly following venture capital (VC) investment. The effect... View Details
Baik, Brian K., and Albert Shin. "Investor Influence on Media Coverage: Evidence from Venture Capital-Backed Startups." Harvard Business School Working Paper, No. 24-073, May 2024. (Revised April 2025.)
- 18 Nov 2010
- Working Paper Summaries
Payout Taxes and the Allocation of Investment
Reza R. Satchu
Reza Satchu is a Senior Lecturer in the Entrepreneurship Management Unit at the Harvard Business School where he teaches The Entrepreneurial Manager, The Founder Mindset and Founder Launch. He is also the Founder, Managing Partner and majority shareholder of... View Details
- May 1999 (Revised December 2007)
- Case
The Dana-Farber Cancer Institute: Development Strategy
By: V. Kasturi Rangan and Marie Bell
Despite revenues in excess of $93 million in 1998, world-renowned Dana-Farber Cancer Institute constantly faces an operating shortfall and looks to its highly successful development office to help cover the deficit. The development office raises money annually (with a... View Details
Keywords: Decision Choices and Conditions; Capital; Revenue; Growth and Development Strategy; Mission and Purpose; Nonprofit Organizations
Rangan, V. Kasturi, and Marie Bell. "The Dana-Farber Cancer Institute: Development Strategy." Harvard Business School Case 599-104, May 1999. (Revised December 2007.)
- November 2006 (Revised August 2009)
- Case
Malaysia: Halfway to 2020
This country case on Malaysia extends forward by seven years the case “Malaysia: Capital and Control” (702-040). It is based on Malaysia's ninth plan, which took effect in 2006. The ninth plan proposed five thrusts—moving the economy to higher value-added goods and... View Details
Keywords: Developing Countries and Economies; Growth and Development Strategy; Strategic Planning; Welfare; Equality and Inequality; Malaysia
Vietor, Richard H.K. "Malaysia: Halfway to 2020." Harvard Business School Case 707-002, November 2006. (Revised August 2009.)
- November 2009 (Revised August 2010)
- Case
NovoCure Ltd.
By: William A. Sahlman and Sarah Flaherty
Venture capitalist William Doyle must raise $35 million for a portfolio company with a promising, novel cancer therapy, just as global capital markets are imploding in the fall of 2008. NovoCure, Ltd., has developed an electrical-field-based therapy, called Tumor... View Details
Keywords: Financial Crisis; Entrepreneurship; Venture Capital; Investment; Health Care and Treatment; Health Testing and Trials; Technological Innovation; Financial Services Industry
Sahlman, William A., and Sarah Flaherty. "NovoCure Ltd." Harvard Business School Case 810-045, November 2009. (Revised August 2010.)
- August 2020 (Revised May 2021)
- Case
PayPal: The Next Chapter
By: Michael Porter, Mark Kramer and Annelena Lobb
Can a social purpose and stakeholder capitalism confer a powerful competitive advantage in the age of COVID-19? For PayPal, the answer is yes. After spinning off from eBay in a 2015 IPO, the company declared its purpose as "democratizing financial services" by ensuring... View Details
Keywords: Mission and Purpose; Finance; Business and Stakeholder Relations; Social Entrepreneurship; Competitive Advantage; Financial Services Industry
Porter, Michael, Mark Kramer, and Annelena Lobb. "PayPal: The Next Chapter." Harvard Business School Case 721-378, August 2020. (Revised May 2021.)
- June 2005 (Revised May 2006)
- Case
Vidient (A)
Vidient, a young company, is in the process of being spun out of a much larger, established Japanese business. Vidient is in the business of analyzing the feeds from security cameras and catches security breaches automatically, without human assistance. The parent... View Details
Keywords: Technological Innovation; Business Growth and Maturation; Corporate Entrepreneurship; Financing and Loans; Business Startups; Service Industry; Japan
Roberts, Michael J. "Vidient (A)." Harvard Business School Case 805-163, June 2005. (Revised May 2006.)
- 09 Sep 2015
- News
Entrepreneurship: Increasingly, the Province of the Wealthy
- December 2019 (Revised March 2020)
- Case
Impossible Foods
By: Jose B. Alvarez and Natalie Kindred
Impossible Foods founder and CEO Pat Brown started the company out of concern over livestock production’s impact on climate change. Impossible’s mission is to end consumption of animals by 2035, and its strategy is to develop and market plant-based foods so similar to... View Details
Keywords: Agribusiness; Food; Consumer Behavior; Behavior; Venture Capital; Technological Innovation; Innovation Strategy; Entrepreneurship; Marketing Strategy; Distribution; Production; Product Development; Product Positioning; Growth Management; Global Strategy; Competition; Climate Change; Environmental Sustainability; Animal-Based Agribusiness; Agriculture and Agribusiness Industry; Technology Industry; Food and Beverage Industry; Consumer Products Industry; United States; China; Asia; California; Hong Kong; Taiwan
Alvarez, Jose B., and Natalie Kindred. "Impossible Foods." Harvard Business School Case 520-046, December 2019. (Revised March 2020.)