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  • August 2020 (Revised March 2021)
  • Supplement

Migros Turkey: Scaling Online Operations (B)

By: Antonio Moreno and Gamze Yucaoglu
The case opens in February 2020 as Ozgur Tort and Mustafa Bartin, CEO and chief large-format and online retail officer of Migros Ticaret A.S. (Migros), Turkey’s oldest and one of its largest supermarket chains, are looking over the results of the fulfillment pilot the... View Details
Keywords: Grocery; Business Model; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Retail Industry; Turkey
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Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations (B)." Harvard Business School Supplement 621-027, August 2020. (Revised March 2021.)
  • March 2018
  • Article

In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions

By: Eva Ascarza, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost and Rom Schrift
In today’s turbulent business environment, customer retention presents a significant challenge for many service companies. Academics have generated a large body of research that addresses part of that challenge—with a particular focus on predicting customer churn.... View Details
Keywords: Customer Retention; Churn; Customer Relationship Management; Measurement and Metrics
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Ascarza, Eva, Scott A. Neslin, Oded Netzer, Zachery Anderson, Peter S. Fader, Sunil Gupta, Bruce Hardie, Aurelie Lemmens, Barak Libai, David T. Neal, Foster Provost, and Rom Schrift. "In Pursuit of Enhanced Customer Retention Management: Review, Key Issues, and Future Directions." Special Issue on 2016 Choice Symposium. Customer Needs and Solutions 5, nos. 1-2 (March 2018): 65–81.
  • 2024
  • Working Paper

Corporate Culture Homogeneity and Top Executive Incentive Design: Evidence from CEO Compensation Contracts

By: Dennis Campbell, Ruidi Shang and Zhifang Zhang
We examine how corporate cultures characterized by high degrees of homogeneity in the underlying values and beliefs of organizational members are related to the design of CEO incentive compensation contracts. We argue that culture homogeneity within firms lowers... View Details
Keywords: Corporate Culture; Compensation Design; Accounting; Management Control; Incentive Systems; Organizational Culture; Job Design and Levels; Governance; Executive Compensation; Motivation and Incentives
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Campbell, Dennis, Ruidi Shang, and Zhifang Zhang. "Corporate Culture Homogeneity and Top Executive Incentive Design: Evidence from CEO Compensation Contracts." Harvard Business School Working Paper, No. 24-054, February 2024.
  • June 2016
  • Teaching Note

HubSpot: Lower Churn through Greater CHI

By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh
HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details
Keywords: CRM; Customer Acquisition; Customer Retention; Churn Management; SaaS Business Models; Customer Lifetime Value; Venture Capital; Startup; Software; Monitoring And Control; Marketing; Customer Relationship Management; Marketing Strategy; Accounting; Technology Industry; United States
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Avery, Jill, Asis Martinez Jerez, and Thomas Steenburgh. "HubSpot: Lower Churn through Greater CHI." Harvard Business School Teaching Note 116-051, June 2016.
  • April 2025 (Revised June 2025)
  • Case

Governing Sustainability in a Shifting Context (A)

By: Lynn S. Paine and Will Hurwitz
In early 2025, boards of directors had to rethink corporate responsibility and sustainability efforts amid rapidly-shifting social, legal, regulatory, and economic forces. While just a few years earlier, calls to address racial justice and climate change reached into... View Details
Keywords: Climate Change; Corporate Governance; Diversity; Leadership; Business or Company Management; Mission and Purpose; Social Media; Race; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Lawfulness; Lawsuits and Litigation; Measurement and Metrics; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Social Issues; Retail Industry; Food and Beverage Industry; Banking Industry; United States
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Paine, Lynn S., and Will Hurwitz. "Governing Sustainability in a Shifting Context (A)." Harvard Business School Case 325-121, April 2025. (Revised June 2025.)
  • June, 2023
  • Article

Walking the Purpose-Talk Inside a Large Company: Sustainable Product Development as an Instance of Divergent Change

By: Marissa Kimsey, Thijs Geradts and Julie Battilana
There is a growing interest in large companies pursuing a new purpose—changing their core reason for being from a singular focus on financial gain to a renewed responsibility to people and the planet alongside profit. Yet knowledge of how a large company can walk that... View Details
Keywords: Product Development; Environmental Sustainability; Mission and Purpose; Leading Change
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Kimsey, Marissa, Thijs Geradts, and Julie Battilana. "Walking the Purpose-Talk Inside a Large Company: Sustainable Product Development as an Instance of Divergent Change." Special Issue on Corporate Purpose. Strategy Science 8, no. 2 (June, 2023): 311–321.
  • Article

Are Buybacks Really Shortchanging Investment?

By: Jesse M. Fried and Charles C.Y. Wang
It’s no secret that the American economy is suffering from the twin ills of slow growth and rising income inequality. Many lay the blame at the doors of America’s largest public corporations. The charge? These firms prefer to distribute cash generated from their... View Details
Keywords: Economy; Investment; Stocks; Business and Shareholder Relations; Equality and Inequality; United States
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Fried, Jesse M., and Charles C.Y. Wang. "Are Buybacks Really Shortchanging Investment?" Harvard Business Review 96, no. 2 (March–April 2018): 88–95.
  • February 2014
  • Article

Developing a System to Track Meaningful Outcome Measures in Head and Neck Cancer Treatment

By: Ronald S. Walters, Heidi W. Albright, Randal S. Weber, Thomas W. Feeley, Ehab Y. Hanna, Scott B. Cantor, Carol M. Lewis and Thomas W. Burke
The health care industry, including consumers, providers, and payers of health care, recognize the importance of developing meaningful, patient-centered measures. This article describes our experience using an existing electronic medical record largely based on free... View Details
Keywords: Cancer Treatment; Cancer Care In The U.S.; Outcomes Measurement; Health Care and Treatment; Measurement and Metrics; Health Industry; North and Central America
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Walters, Ronald S., Heidi W. Albright, Randal S. Weber, Thomas W. Feeley, Ehab Y. Hanna, Scott B. Cantor, Carol M. Lewis, and Thomas W. Burke. "Developing a System to Track Meaningful Outcome Measures in Head and Neck Cancer Treatment." Head & Neck 36, no. 2 (February 2014): 226–230. (e-Pub 6/2013. PMID: 23729280.)
  • 2024
  • Conference Paper

Quantifying Uncertainty in Natural Language Explanations of Large Language Models

By: Himabindu Lakkaraju, Sree Harsha Tanneru and Chirag Agarwal
Large Language Models (LLMs) are increasingly used as powerful tools for several high-stakes natural language processing (NLP) applications. Recent prompting works claim to elicit intermediate reasoning steps and key tokens that serve as proxy explanations for LLM... View Details
Keywords: Large Language Model; AI and Machine Learning
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Lakkaraju, Himabindu, Sree Harsha Tanneru, and Chirag Agarwal. "Quantifying Uncertainty in Natural Language Explanations of Large Language Models." Paper presented at the Society for Artificial Intelligence and Statistics, 2024.
  • 2015
  • Chapter

The Fourth Wave: Business Management and Business Education in the Age of the Anthropocene

By: Andrew J. Hoffman and John Ehrenfeld
Sustainability has become mainstream in both management practice and management research. Firms incorporate sustainability strategies into their core mission. University administrators promote sustainability as central to their curricula. Scholars pursue sustainability... View Details
Keywords: Environmental Sustainability; Social Issues; Natural Environment; Leading Change; Management Systems
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Hoffman, Andrew J., and John Ehrenfeld. "The Fourth Wave: Business Management and Business Education in the Age of the Anthropocene." Chap. 13 in Corporate Stewardship: Achieving Sustainable Effectiveness, edited by Susan Albers Mohrman, James O'Toole, and Edward E. Lawler, 228–246. Sheffield, UK: Greenleaf Publishing, 2015.
  • 2016
  • Article

Organizational Decision-Making and Information: Angel Investments by Venture Capital Partners

By: Andy Wu
We study information aggregation in organizational decision-making for the financing of entrepreneurial ventures. We introduce a formal model of voting where agents face costly tacit information to improve their decision quality. Equilibrium outcomes suggest a... View Details
Keywords: Entrepreneurial Finance; Angel Investors; Organization Design; Voting; Group Decision-making; Information; Strategy; Organizations; Entrepreneurship; Decision Making; Financing and Loans
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Wu, Andy. "Organizational Decision-Making and Information: Angel Investments by Venture Capital Partners." Academy of Management Best Paper Proceedings (2016): 189–194.
  • May 2014
  • Case

Building a High Performance Culture at IDFC

By: V.G. Narayanan and Vidhya Muthuram
IDFC was set up in 1997 to direct private finance to infrastructure projects in India. Over the years, it expanded its capabilities to become a 'complete solutions provider' offering financing solutions including debt and equity, investment banking, brokerage and asset... View Details
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Narayanan, V.G., and Vidhya Muthuram. "Building a High Performance Culture at IDFC." Harvard Business School Case 114-077, May 2014.
  • December 2018 (Revised March 2020)
  • Technical Note

Note on Economic Inequality (2020)

By: Rebecca Henderson, Jessica A. Gover, Aldo Sesia and Mariana Oseguera Rodriguez
For over half a century, most of the world's economies have enjoyed steady growth and prosperity. While this economic growth has reduced the number of people living in poverty, it has come with an increase in economic inequality. The gap between the "haves" and the... View Details
Keywords: Economic Inequalty; Wealth Inequality; Equality Of Opportunity; Political Polarization; Economic Growth; Economics; Income; Wealth; Equality and Inequality; Society; Problems and Challenges
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Henderson, Rebecca, Jessica A. Gover, Aldo Sesia, and Mariana Oseguera Rodriguez. "Note on Economic Inequality (2020)." Harvard Business School Technical Note 319-071, December 2018. (Revised March 2020.)
  • Article

Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting

By: Raymond H. Mak, Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani and Eva C. Guinan
Importance: Radiation therapy (RT) is a critical cancer treatment, but the existing radiation oncologist work force does not meet growing global demand. One key physician task in RT planning involves tumor segmentation for targeting, which requires substantial... View Details
Keywords: Crowdsourcing; AI Algorithms; Health Care and Treatment; Collaborative Innovation and Invention; AI and Machine Learning
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Mak, Raymond H., Michael G. Endres, Jin Hyun Paik, Rinat A. Sergeev, Hugo Aerts, Christopher L. Williams, Karim R. Lakhani, and Eva C. Guinan. "Use of Crowd Innovation to Develop an Artificial Intelligence-Based Solution for Radiation Therapy Targeting." JAMA Oncology 5, no. 5 (May 2019): 654–661.
  • 2022
  • White Paper

The American Opportunity Index: A Corporate Scorecard of Worker Advancement

By: Matt Sigelman, Joseph Fuller, Nik Dawson and Gad Levanon
The American Opportunity Index: A Corporate Scorecard of Worker Advancement is a new effort to give companies and other stakeholders a set of robust tools that measure how well major employers are doing in fostering economic mobility for workers and how they could do... View Details
Keywords: Upward Mobility; Career Advancement; Personal Development and Career; Compensation and Benefits; Employees; Wages; Human Capital; Recruitment
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Sigelman, Matt, Joseph Fuller, Nik Dawson, and Gad Levanon. "The American Opportunity Index: A Corporate Scorecard of Worker Advancement." White Paper, Burning Glass Institute, October 2022 (A joint project with Harvard Business School Project on Managing the Future of Work and Schultz Family Foundation.)
  • May 19, 2021
  • Article

Measuring the Impact of #MeToo on Gender Equity in Hollywood

By: Hong Luo and Laurina Zhang
The #MeToo movement has brought issues of sexual harassment and gender inequities to the forefront around the world. But how much of a tangible impact has it had on the experiences of women in the workplace? In this piece, the authors discuss their research that... View Details
Keywords: #MeToo Movement; Gender Equity; Creative Industries; Impact; Gender; Equality and Inequality; Film Entertainment; Social Issues
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Luo, Hong, and Laurina Zhang. "Measuring the Impact of #MeToo on Gender Equity in Hollywood." Harvard Business Review Digital Articles (May 19, 2021).
  • November 8, 2018
  • Article

Transitioning Payment Models: Fee-for-Service to Value-Based Care

By: Thomas W. Feeley and Namita Seth Mohta
In a survey of the NEJM Catalyst Insights Council in July 2018, 42% of respondents say they think value-based reimbursement models will be the primary revenue model for U.S. health care. Indeed, this transition is already happening. Respondents report that a quarter of... View Details
Keywords: Payment Methods; Value-based Healthcare Reimbursements; Health Care and Treatment; Value; Transformation
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Feeley, Thomas W., and Namita Seth Mohta. "Transitioning Payment Models: Fee-for-Service to Value-Based Care." NEJM Catalyst (November 8, 2018).
  • October 2017 (Revised April 2018)
  • Case

Improving Worker Safety in the Era of Machine Learning (A)

By: Michael W. Toffel, Dan Levy, Jose Ramon Morales Arilla and Matthew S. Johnson
Managers make predictions all the time: How fast will my markets grow? How much inventory do I need? How intensively should I monitor my suppliers? Which potential customers will be most responsive to a particular marketing campaign? Which job candidates should I... View Details
Keywords: Machine Learning; Policy Implementation; Empirical Research; Inspection; Occupational Safety; Occupational Health; Regulation; Analysis; Forecasting and Prediction; Policy; Operations; Supply Chain Management; Safety; Manufacturing Industry; Construction Industry; United States
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Toffel, Michael W., Dan Levy, Jose Ramon Morales Arilla, and Matthew S. Johnson. "Improving Worker Safety in the Era of Machine Learning (A)." Harvard Business School Case 618-019, October 2017. (Revised April 2018.)
  • 02 Apr 2024
  • What Do You Think?

What's Enough to Make Us Happy?

ambitious but not always assured. “Career planning provides an opportunity to think about 'enough,' especially in a given timeframe." Our late colleague at Harvard Business School, Clayton Christensen, provided inspiration for this kind of thinking by advising us,... View Details
Keywords: by James Heskett
  • August 2016
  • Article

Value-Based Breast Cancer Care: A Multidisciplinary Approach for Defining Patient-Centered Outcomes

By: Fayanju M. Oluwadamilola, Tinisha L. Mayo, Tracy E. Spinks, Seohyun Lee, Carlos H. Barcenas, Benjamin D. Smith, Sharon H. Giordano, Rosa F. Hwang, Richard A. Ehlers, Jesse C. Selber, Ronald Walters, Debu Tripathy, Kelly K. Hunt, Thomas A. Buchholz, Thomas W. Feeley and Henry M. Kuerer
Purpose. Value in healthcare—i.e., patient-centered outcomes achieved per healthcare dollar spent—can define quality and unify performance improvement goals with health outcomes of importance to patients across the entire cycle of care. We describe the process... View Details
Keywords: Health Disorders; Value; Health Care and Treatment; Performance Improvement; Health Industry
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Oluwadamilola, Fayanju M., Tinisha L. Mayo, Tracy E. Spinks, Seohyun Lee, Carlos H. Barcenas, Benjamin D. Smith, Sharon H. Giordano, Rosa F. Hwang, Richard A. Ehlers, Jesse C. Selber, Ronald Walters, Debu Tripathy, Kelly K. Hunt, Thomas A. Buchholz, Thomas W. Feeley, and Henry M. Kuerer. "Value-Based Breast Cancer Care: A Multidisciplinary Approach for Defining Patient-Centered Outcomes." Annals of Surgical Oncology 23, no. 8 (August 2016). (Published online early, March 15, 2016.)
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