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  • 2012
  • Working Paper

Information Technology and Boundary of the Firm: Evidence from Plant-Level Data

By: Chris Forman and Kristina McElheran
We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of Manufactures. Focusing on the short-run decision of whether to allocate production output to downstream plants... View Details
Keywords: Information Technology; Technology Adoption; Production; Factories, Labs, and Plants; Vertical Integration; Supply Chain; Manufacturing Industry; United States
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Forman, Chris, and Kristina McElheran. "Information Technology and Boundary of the Firm: Evidence from Plant-Level Data." Harvard Business School Working Paper, No. 12-092, April 2012.
  • 2024
  • Case

EPCorp: Sell on Amazon or Invest in Our Data?

By: Jacob M. Cook
Amidst a history of exponential growth, Electronic Products Company (EPCorp) finds itself at a crossroads as its once thriving retail presence faces a downturn, despite hefty investments into a promising new direct-to-consumer e-commerce platform. Shivani, EPCorp s... View Details
Keywords: E-commerce; Technology Adoption; Cost vs Benefits; Organizational Culture; Retail Industry
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Cook, Jacob M. "EPCorp: Sell on Amazon or Invest in Our Data?" Harvard Business Publishing Case, 2024. (Quick Case.)
  • 19 Jul 2011
  • Working Paper Summaries

Signaling to Partially Informed Investors in the Newsvendor Model

Keywords: by Vishal Gaur, Richard Lai, Ananth Raman & William Schmidt
  • 21 Jun 2012
  • Working Paper Summaries

Information Technology and Boundary of the Firm: Evidence from Plant-Level Data

Keywords: by Chris Forman & Kristina McElheran
  • 2014
  • Working Paper

Friends with Close Ties: Asset or Liability? Evidence from the Investment Decisions of Mutual Funds in China

By: Xinzi Gao, T.J. Wong, Lijun Xia and Gwen Yu
When fund managers have close ties to their investees, it can facilitate efficient information sharing but can also increase the possibility of favoritism. Using the investment choices of mutual funds in China, we test whether funds with close ties to their investees... View Details
Keywords: Social Ties; Conflict of Interests; Asset Management; Investment Portfolio; Networks; Financial Services Industry; China
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Gao, Xinzi, T.J. Wong, Lijun Xia, and Gwen Yu. "Friends with Close Ties: Asset or Liability? Evidence from the Investment Decisions of Mutual Funds in China." Harvard Business School Working Paper, No. 14-086, March 2014.
  • 09 Apr 2020
  • Research & Ideas

How Social Entrepreneurs Can Increase Their Investment Impact

Both impact investing and traditional philanthropy are on the rise after the decade-long economic boom following the Great Recession. But when does an impact investment make a bigger difference than a grant? The question is far more complicated than simply evaluating... View Details
Keywords: by Rachel Layne
  • August 2024
  • Article

Not a One-Trick Pony: Price Impact of Rating Agency Information

By: Michael Machokoto and Anywhere Sikochi
Prior literature on the informational role of credit rating agencies has largely focused on announcements by the rating agencies regarding rating actions. We take a tangent in this paper and examine the relevance of rating agencies' other information disclosures beyond... View Details
Keywords: Credit; Investment Return; Financial Reporting
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Machokoto, Michael, and Anywhere Sikochi. "Not a One-Trick Pony: Price Impact of Rating Agency Information." Art. 111837. Economics Letters 241 (August 2024).
  • Research Summary

Information Technology and Vertical Integration: Evidence from Plant-level Data (with Chris Forman)

We study the relationship between different margins of information technology (IT) use and vertical integration using plant-level data from the U.S. Census of Manufactures. Focusing on the short-run decision of whether to allocate production output to downstream plants... View Details
  • September 3, 2020
  • Article

How to Measure a Company’s Real Impact

By: Ronald Cohen and George Serafeim
Impact transparency will reshape capitalism. By shifting the pursuit of profit away from negligently creating problems to purposefully creating valuable solutions for the world, it will redefine success, so that its measure is not just money, but the positive impact we... View Details
Keywords: Impact; Impact Investing; Impact Measurement; Impact Investment; Impact Investment Funds; Accountability; Accounting Information; Corporate Performance; Sustainability; Social Impact; Capitalism; Accounting; Corporate Accountability; Performance; Measurement and Metrics; Social Enterprise; Society
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Cohen, Ronald, and George Serafeim. "How to Measure a Company's Real Impact." Harvard Business Review (website) (September 3, 2020).
  • July 2023
  • Article

Marketplace Scalability and Strategic Use of Platform Investment

By: Jin Li, Gary Pisano, Richard Xu and Feng Zhu
The scalability of a marketplace depends on the operations of the marketplace platform as well as its sellers’ capacities. In this study, we explore one strategy that a marketplace platform can use to enhance its scalability: providing an ancillary service to sellers.... View Details
Keywords: Two-sided Platforms; Services; Digital Platforms
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Li, Jin, Gary Pisano, Richard Xu, and Feng Zhu. "Marketplace Scalability and Strategic Use of Platform Investment." Management Science 69, no. 7 (July 2023): 3958–3975.
  • May 2022
  • Case

TikTok and National Security: Investment in an Age of Data Sovereignty?

By: Jeremy Friedman, Sarah Bauerle Danzman and David Lane
This case covers TikTok’s purchase of Musical.ly and the reaction of the United States government, including the review of the purchase by the Committee on Foreign Investment in the United States (CFIUS) and the reaction of the presidential administration of Donald... View Details
Keywords: Data Security; Mergers and Acquisitions; Cybersecurity; Internet and the Web; International Relations; Laws and Statutes; Globalized Firms and Management
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Friedman, Jeremy, Sarah Bauerle Danzman, and David Lane. "TikTok and National Security: Investment in an Age of Data Sovereignty?" Harvard Business School Case 722-020, May 2022.
  • November 2019
  • Article

The Relevance of Broker Networks for Information Diffusion in the Stock Market

By: Marco Di Maggio, Francesco Franzoni, Amir Kermani and Carlo Sommavilla
This paper shows that the network of relationships between brokers and institutional investors shapes information diffusion in the stock market. We exploit trade-level data to show that central brokers gather information by executing informed trades, which is then... View Details
Keywords: Broker Networks; Institutional Investors; Asset Prices; Business and Shareholder Relations; Institutional Investing; Information; Knowledge Dissemination; Financial Markets; Asset Pricing
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Di Maggio, Marco, Francesco Franzoni, Amir Kermani, and Carlo Sommavilla. "The Relevance of Broker Networks for Information Diffusion in the Stock Market." Journal of Financial Economics 134, no. 2 (November 2019): 419–446.
  • 2022
  • Article

Regulatory Treatment of Changes in Fair Value and the Composition of Banks' Investment Portfolios

By: Michael Iselin, Jung Koo Kang and Joshua Madsen
In their implementation of Basel III, U.S. bank regulators are again including changes in the fair value of available-for-sale (AFS) debt securities in Tier 1 capital, but only for the largest U.S. banks. This paper investigates a potential impact of expanding this... View Details
Keywords: Fair Value Accounting; SFAS 115; Basel III; Governing Rules, Regulations, and Reforms; Banks and Banking; Debt Securities; Credit; Risk and Uncertainty; Investment Portfolio; Decision Making; Banking Industry; United States
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Iselin, Michael, Jung Koo Kang, and Joshua Madsen. "Regulatory Treatment of Changes in Fair Value and the Composition of Banks' Investment Portfolios." Journal of Financial Reporting 7, no. 1 (2022): 123–143.
  • 2025
  • Working Paper

How to Choose Among Technologies with Learning Curves: Making Better Investment Decisions

By: Christian Kaps and Arielle Anderer
Learning curves, the fact that technologies improve as a function of cumulative experience or investment, are desirable-think inexpensive solar panels or higher performing semiconductors. But, for firms that need to pick one technology among several candidates, such as... View Details
Keywords: Learning Curve; Technology; Innovation; Batteries; Energy Storage; Sequential Decision Making; TELCO; Exploration; Exploitation; Problems and Challenges; Cost vs Benefits; Technology Adoption; Battery Industry
Citation
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Kaps, Christian, and Arielle Anderer. "How to Choose Among Technologies with Learning Curves: Making Better Investment Decisions." Working Paper, March 2025.
  • September 1998 (Revised December 1998)
  • Case

Walnut Venture Associates (A): RBS Group Investment Memorandum

The Walnut Group's investigation of the RBS Group, a young software company is described. The RBS business plan is also included. View Details
Keywords: Venture Capital; Business Plan; Research; Software; Entrepreneurship; Business Startups; Information Technology Industry
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Roberts, Michael J. "Walnut Venture Associates (A): RBS Group Investment Memorandum." Harvard Business School Case 899-062, September 1998. (Revised December 1998.)
  • 2021
  • Working Paper

Corporate Environmental Impact: Measurement, Data and Information

By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details
Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation
Citation
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Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
  • October 2000 (Revised April 2003)
  • Background Note

Project Finance Research, Data, and Information Sources

By: Benjamin C. Esty and Fuaad Qureshi
Documents the major sources of project finance research and data. It is to be a reference guide for MBA students writing for the elective curriculum course, Large-scale Investment, and for others interested in the field of project finance. View Details
Keywords: Analytics and Data Science; Project Finance; Research; Investment
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Esty, Benjamin C., and Fuaad Qureshi. "Project Finance Research, Data, and Information Sources ." Harvard Business School Background Note 201-041, October 2000. (Revised April 2003.)
  • May 2021
  • Article

The Firm Next Door: Using Satellite Images to Study Local Information Advantage

By: Jung Koo Kang, Lorien Stice-Lawrence and Forester Wong
We use novel satellite data that track the number of cars in the parking lots of 92,668 stores for 71 publicly listed U.S. retailers to study the local information advantage of institutional investors. We establish car counts as a timely measure of store-level... View Details
Keywords: Satellite Images; Store-level Performance; Institutional Investors; Local Advantage; Overweighting; Processing Costs; Alternative Data; Big Data; Emerging Technologies; Information; Quality; Institutional Investing; Decision Making; Behavioral Finance; Analytics and Data Science
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Kang, Jung Koo, Lorien Stice-Lawrence, and Forester Wong. "The Firm Next Door: Using Satellite Images to Study Local Information Advantage." Journal of Accounting Research 59, no. 2 (May 2021): 713–750.
  • 10 Jan 2022
  • Research & Ideas

How to Get Companies to Make Investments That Benefit Everyone

learning more advanced coding. Build shared platforms like the United Nations Development Programme’s Accelerator Labs. This network of small teams exchange information to combat a range of problems, from food shortages in Zimbabwe to... View Details
Keywords: by Lane Lambert
  • December 2002
  • Article

Knowledge Seeking and Location Choice of Foreign Direct Investment in the United States

By: Juan Alcacer and Wilbur Chung
To what extent do firms go abroad to access technology available in other locations? This paper examines whether and when state technical capabilities attract foreign investment in manufacturing from 1987-1993. We find that on average state R&D intensity does not... View Details
Keywords: Knowledge Acquisition; Foreign Direct Investment; Research and Development; Information Technology; Production; Geographic Location; United States
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Alcacer, Juan, and Wilbur Chung. "Knowledge Seeking and Location Choice of Foreign Direct Investment in the United States." Management Science 48, no. 12 (December 2002): 1534–1554.
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