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  • All HBS Web  (1,079)
    • People  (4)
    • News  (111)
    • Research  (734)
    • Events  (9)
    • Multimedia  (2)
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  • 2021
  • Working Paper

The Value of Data and Its Impact on Competition

By: Marco Iansiti
Common regulatory perspective on the relationship between data, value, and competition in online platforms has increasingly centered on the volume of data accumulated by incumbent firms. This view posits the existence of "data network effects," where more data leads to... View Details
Keywords: Online Platforms; Data Network Effects; Analytics and Data Science; Value; Competition; Digital Platforms
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Iansiti, Marco. "The Value of Data and Its Impact on Competition." Harvard Business School Working Paper, No. 22-002, July 2021.
  • September 2009 (Revised May 2011)
  • Supplement

Acumen Fund: Measurement in Impact Investing (B)

By: Alnoor Ebrahim and V. Kasturi Rangan
As Acumen Fund, a global venture philanthropy firm, moves forward with an investment portfolio exceeding $22 million, it runs into two critical measurement problems. First, how should it track the performance of each investment when its interest is not just the bottom... View Details
Keywords: Venture Capital; Investment Portfolio; Philanthropy and Charitable Giving; Standards; Corporate Social Responsibility and Impact; Performance Evaluation; Social Enterprise; Competition; Financial Services Industry; Kenya
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Ebrahim, Alnoor, and V. Kasturi Rangan. "Acumen Fund: Measurement in Impact Investing (B)." Harvard Business School Supplement 310-017, September 2009. (Revised May 2011.)
  • Article

An Exploration of Marketing's Impact on Society: A Perspective Linked to Democracy

By: John A. Quelch and Katherine Jocz
The authors propose a political theory perspective for examining the impact of the modern aggregate marketing system on consumer welfare and society. Specifically, they suggest that the benefits marketing delivers to consumers are similar to the conditions required for... View Details
Keywords: Government and Politics; Marketing; Demand and Consumers; Welfare
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Quelch, John A., and Katherine Jocz. "An Exploration of Marketing's Impact on Society: A Perspective Linked to Democracy." Journal of Public Policy & Marketing 27, no. 2 (Fall 2008): 202–206.
  • November 2013 (Revised January 2014)
  • Supplement

Man Jit Singh at Sony Entertainment Television (B)

By: Linda A. Hill, Dana M. Teppert and Allison J. Wigen
Supplement to (A) case: Explores the role of CEO Man Jit Singh and his senior management committee in leading Multi Screen Media Pvt. Ltd. (formerly SET Pvt. Ltd.), a leading television broadcaster in India. Describes Singh's decision to evaluate employees based on... View Details
Keywords: Performance Appraisals; Performance Management; Performance Evaluation; Leadership Style; Managerial Roles; Organizational Culture; Groups and Teams; Management Teams; Change Management; Decision Making; Emerging Markets; Media and Broadcasting Industry; India
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Hill, Linda A., Dana M. Teppert, and Allison J. Wigen. "Man Jit Singh at Sony Entertainment Television (B)." Harvard Business School Supplement 414-052, November 2013. (Revised January 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 2022 (Revised May 2025)
  • Case

Fresh Food Generation

By: Brian Trelstad, Amy Klopfenstein and Mel Martin
This case highlights one of five BIPOC entrepreneurs in the Boston area as part of the HBS Impact Investment Fund. In fall 2021, a team of HBS students reviewed the financial statements of Fresh Food Generation (FFG), a Dorchester, Massachusetts-based food service... View Details
Keywords: Impact Investing; Investment; Entrepreneurial Finance; Entrepreneurship; Race; Food and Beverage Industry; Boston
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Trelstad, Brian, Amy Klopfenstein, and Mel Martin. "Fresh Food Generation." Harvard Business School Case 323-010, August 2022. (Revised May 2025.)
  • 2015
  • Article

Percentage Cost Discounts Always Beat Percentage Benefit Bonuses: Helping Consumers Evaluate Nominally Equivalent Percentage Changes

By: Bhavya Mohan, Pierre Chandon and Jason Riis
Marketing offers that are framed as a "percentage change" in consumer cost vs. benefit can have highly non-linear impacts in terms of actual value for consumers. Even though two offers might appear identical, we show that consumers are better off choosing the offer... View Details
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Mohan, Bhavya, Pierre Chandon, and Jason Riis. "Percentage Cost Discounts Always Beat Percentage Benefit Bonuses: Helping Consumers Evaluate Nominally Equivalent Percentage Changes." Journal of Marketing Behavior 1, no. 1 (2015): 75–107.
  • August 2022 (Revised November 2024)
  • Case

Sweet Teez Bakery: Projecting the Dough's Rise

By: Emily R. McComb, Mel Martin and Amy Klopfenstein
In 2021, the HBS Impact Investment Fund student team met with entrepreneur Teresa Maynard, who had applied for a $25,000 impact investment loan. The students thought the former Harvard Data Scientist’s bakery business, Sweet Teez Bakery, showed promise. Maynard had... View Details
Keywords: Impact Investment; Entrepreneurship; Social Entrepreneurship; Finance; Investment; Goods and Commodities; Financial Reporting; Small Business; Food and Beverage Industry; United States; Massachusetts
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McComb, Emily R., Mel Martin, and Amy Klopfenstein. "Sweet Teez Bakery: Projecting the Dough's Rise." Harvard Business School Case 223-004, August 2022. (Revised November 2024.)
  • August 2022
  • Supplement

Sweet Teez Bakery: Projecting the Dough’s Rise Financial Supplement

By: Emily R. McComb, Mel Martin and Amy Klopfenstein
Abstract: In 2021, the HBS Impact Investment Fund student team met with entrepreneur Teresa Maynard, who had applied for a $25,000 impact investment loan. The students thought the former Harvard Data Scientist’s bakery business, Sweet Teez Bakery, showed promise.... View Details
Keywords: Impact Investment; Entrepreneurship; Social Entrepreneurship; Finance; Investment; Goods and Commodities; Financial Reporting; Small Business; Food and Beverage Industry; Massachusetts; United States
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McComb, Emily R., Mel Martin, and Amy Klopfenstein. "Sweet Teez Bakery: Projecting the Dough’s Rise Financial Supplement." Harvard Business School Spreadsheet Supplement 223-702, August 2022.
  • August 2015
  • Article

Cost Conscious? The Neural and Behavioral Impact of Price Primacy on Decision-Making

By: Uma R. Karmarkar, Baba Shiv and Brian Knutson
Price is a key factor in most purchases, but it can be presented at different stages of decision making prior to a purchase. We examine the sequence-dependent effects of price and product information on the decision-making process at both neural and behavioral levels.... View Details
Keywords: fMRI; Retail Promotion; Purchase Decisions; Price; Value; Decision Choices and Conditions; Consumer Behavior; Product Marketing; Retail Industry
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Karmarkar, Uma R., Baba Shiv, and Brian Knutson. "Cost Conscious? The Neural and Behavioral Impact of Price Primacy on Decision-Making." Journal of Marketing Research (JMR) 52, no. 4 (August 2015): 467–481.
  • July 2019
  • Article

The Impact of Price Regulation on the Availability of New Drugs in Germany

By: Ariel Dora Stern, Felicitas Pietrulla, Annika Herr, Aaron S. Kesselheim and Ameet Sarpatwari
The 2011 German Pharmaceutical Market Restructuring Act (“AMNOG”) subjected branded, non-rare disease drugs to price regulation based on an assessment of their clinical benefit. Assessment outcomes range from “major added benefit” to “less benefit than the appropriate... View Details
Keywords: Regulation; Pharmaceuticals; Healthcare; Health Care and Treatment; Price; Governing Rules, Regulations, and Reforms; Pharmaceutical Industry; Germany
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Stern, Ariel Dora, Felicitas Pietrulla, Annika Herr, Aaron S. Kesselheim, and Ameet Sarpatwari. "The Impact of Price Regulation on the Availability of New Drugs in Germany." Health Affairs 38, no. 7 (July 2019): 1182–1187.
  • November 2013 (Revised September 2014)
  • Case

Man Jit Singh at Sony Entertainment Television (A)

By: Linda A. Hill, Dana M. Teppert and Allison J. Wigen
Explores the role of CEO Man Jit Singh and his senior management committee in leading Multi Screen Media Pvt. Ltd. (formerly SET Pvt. Ltd.), a leading television broadcaster in India. Describes Singh's decision to evaluate employees based on values as well as... View Details
Keywords: Performance Appraisals; Performance Management; Performance Evaluation; Leadership Style; Managerial Roles; Organizational Culture; Groups and Teams; Management Teams; Change Management; Decision Making; Emerging Markets; Media and Broadcasting Industry; India
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Hill, Linda A., Dana M. Teppert, and Allison J. Wigen. "Man Jit Singh at Sony Entertainment Television (A)." Harvard Business School Case 414-028, November 2013. (Revised September 2014.)
  • March 2022
  • Article

Assessing the Impact of the COVID-19 Pandemic on Clinician Ambulatory Electronic Health Record Use

By: A Jay Holmgren, Lance Downing, Mitchell Tang, Christopher Sharp, Christopher Longhurst and Robert S. Huckman
Objective: The COVID-19 pandemic changed clinician electronic health record (EHR) work in a multitude of ways. To evaluate how, we measure ambulatory clinician EHR use in the United States throughout the COVID-19 pandemic.

Materials and Methods: We use EHR... View Details
Keywords: Health Care; Electronic Health Records; Productivity; COVID-19 Pandemic; Health Care and Treatment; Health Pandemics; Information Technology; Performance Productivity; United States
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Holmgren, A Jay, Lance Downing, Mitchell Tang, Christopher Sharp, Christopher Longhurst, and Robert S. Huckman. "Assessing the Impact of the COVID-19 Pandemic on Clinician Ambulatory Electronic Health Record Use." Journal of the American Medical Informatics Association 29, no. 3 (March 2022): 453–460.
  • 2022
  • Working Paper

Getting on the Map: The Impact of Online Listings on Business Performance

By: Michael Luca, Abhishek Nagaraj and Gauri Subramani
We evaluate the extent to which small businesses maintain an online presence, looking at restaurant listings on a major online review platform. While the majority of restaurants have an online presence, we find that roughly 18 percent in our sample have no presence as... View Details
Keywords: Small Business; Internet and the Web; Revenue; Digital Marketing; Food and Beverage Industry
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Luca, Michael, Abhishek Nagaraj, and Gauri Subramani. "Getting on the Map: The Impact of Online Listings on Business Performance." Harvard Business School Working Paper, No. 23-031, December 2022.
  • 2021
  • Working Paper

The Health Costs of Cost-Sharing

By: Amitabh Chandra, Evan Flack and Ziad Obermeyer
We use the design of Medicare’s prescription drug benefit program to demonstrate three facts about the health consequences of cost-sharing. First, we show that an as-if-random increase of 33.6% in out-of-pocket price (11.0 percentage points (p.p.) change in... View Details
Keywords: Cost-sharing; Impact; Health Care and Treatment; Insurance; Health; Consumer Behavior
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Chandra, Amitabh, Evan Flack, and Ziad Obermeyer. "The Health Costs of Cost-Sharing." NBER Working Paper Series, No. 28439, February 2021.
  • October 2016
  • Article

Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

By: Alan MacCormack and Daniel J. Sturtevant
Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and... View Details
Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure
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MacCormack, Alan, and Daniel J. Sturtevant. "Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity." Journal of Systems and Software 120 (October 2016): 170–182. (Received 31 May 2015. Revised 28 May 2016. Accepted 4 June 2016.)
  • September 2010
  • Teaching Note

Acumen Fund: Measurement in Impact Investing (TN) (A) and (B)

By: Alnoor Ebrahim
Teaching Note for 310011 and 310017. View Details
Keywords: Projects; For-Profit Firms; Networks; Health Care and Treatment; Performance Evaluation; Investment Portfolio; Asset Pricing; Competition; Multinational Firms and Management; Venture Capital; Investment Return; Poverty; Financial Services Industry; Kenya
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Ebrahim, Alnoor. "Acumen Fund: Measurement in Impact Investing (TN) (A) and (B)." Harvard Business School Teaching Note 311-056, September 2010.
  • November 2007
  • Case

The 1995 Release of the Institutional Investor Research Report: The Impact of New Information

By: Boris Groysberg, Nitin Nohria and Derek Haas
In 1995, Institutional Investor magazine began selling a complete ranking of the best equity research analysts. This report allowed research firms to assess the relative quality of each analyst across the industry, and this enabled firms to know nearly as much about... View Details
Keywords: Talent and Talent Management; Investment Banking; Retention; Selection and Staffing; Reports; Knowledge Use and Leverage; Performance Evaluation; Banking Industry
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Groysberg, Boris, Nitin Nohria, and Derek Haas. "The 1995 Release of the Institutional Investor Research Report: The Impact of New Information." Harvard Business School Case 408-061, November 2007.
  • March 2023 (Revised March 2023)
  • Case

Roche: Innovation and Access to Healthcare

By: George Serafeim, Susanna Gallani and Benjamin Maletta
In May 2022, Roche Group, one of the largest healthcare companies in the world, hosted its first investor event focused exclusively on its efforts to impact access to healthcare. While Roche had recently set an ambitious goal to double the number of patients that had... View Details
Keywords: ESG (Environmental, Social, Governance) Performance; Sustainable Finance; Growth Strategy And Execution; Sustainability Targets; Impact Evaluation; Healthcare Access; Healthcare Innovation; Healthcare Systems; Healthcare Operations; Finance; Strategy; Health Testing and Trials; Health Care and Treatment; Growth Management; Measurement and Metrics; Innovation Strategy; Corporate Social Responsibility and Impact; Health Industry; Pharmaceutical Industry; Switzerland; North America; Europe; Asia; Latin America; Africa
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Serafeim, George, Susanna Gallani, and Benjamin Maletta. "Roche: Innovation and Access to Healthcare." Harvard Business School Case 123-075, March 2023. (Revised March 2023.)
  • 2020
  • Working Paper

A Preliminary Framework for Product Impact-Weighted Accounts

By: George Serafeim and Katie Trinh
While there has been significant progress in the measurement of an organization’s environmental and social impacts from its operations, metrics to evaluate the impact of products once they come to market lag far behind. In this paper, we provide a framework for... View Details
Keywords: Social Impact; Product Life Cycle; Environment; Sustainability; Measurement; Metrics; Impact Investing; ESG; ESG (Environmental, Social, Governance) Performance; ESG Reporting; Product; Environmental Sustainability; Measurement and Metrics; Framework; Financial Statements
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Serafeim, George, and Katie Trinh. "A Framework for Product Impact-Weighted Accounts." Harvard Business School Working Paper, No. 20-076, January 2020. (Revised October 2020.)
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