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- Faculty Publications (288)
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- All HBS Web (515)
- Faculty Publications (288)
- 2023
- Article
Experimental Evaluation of Individualized Treatment Rules
By: Kosuke Imai and Michael Lingzhi Li
The increasing availability of individual-level data has led to numerous applications of individualized (or personalized) treatment rules (ITRs). Policy makers often wish to empirically evaluate ITRs and compare their relative performance before implementing them in a... View Details
Keywords: Causal Inference; Heterogeneous Treatment Effects; Precision Medicine; Uplift Modeling; Analytics and Data Science; AI and Machine Learning
Imai, Kosuke, and Michael Lingzhi Li. "Experimental Evaluation of Individualized Treatment Rules." Journal of the American Statistical Association 118, no. 541 (2023): 242–256.
- May 2001 (Revised June 2010)
- Case
Jumpstart
Many in the nonprofit sector doubt whether organizational performance can be measured. Jumpstart, a 10-year-old nonprofit, developed performance measurement and management systems from its inception. The organization has experienced explosive growth and attributes a... View Details
Keywords: Management Systems; Measurement and Metrics; Organizational Culture; Performance Improvement; Nonprofit Organizations
Grossman, Allen S. "Jumpstart." Harvard Business School Case 301-037, May 2001. (Revised June 2010.)
- 2021
- Working Paper
Accounting for Product Impact in the Interactive Media and Services Industry
By: DG Park, George Serafeim and Katie Trinh
We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the interactive media and services industry. We design a monetization methodology that allows us to calculate monetary impact... View Details
Keywords: Product Innovation; Impact; Impact Investing; Impact Measurement; ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; Social Corporate Responsibility; Corporate Social Responsibility; Social Impact; Product Design; Product Positioning; Society; Product; Environmental Sustainability; Measurement and Metrics; Framework; Corporate Social Responsibility and Impact; Social Media; Technology Industry
Park, DG, George Serafeim, and Katie Trinh. "Accounting for Product Impact in the Interactive Media and Services Industry." Harvard Business School Working Paper, No. 21-134, June 2021.
- September 2009 (Revised May 2011)
- Case
Acumen Fund: Measurement in Impact Investing (A)
By: Alnoor Ebrahim and V. Kasturi Rangan
Acumen Fund is a global venture capital firm with a dual purpose: it looks for a return on its investments, and it also seeks entrepreneurial solutions to global poverty. This case examines Acumen's new projects in Kenya. The organization's investment committee and its... View Details
Keywords: Decision Choices and Conditions; Venture Capital; Investment Return; Philanthropy and Charitable Giving; Risk Management; Corporate Social Responsibility and Impact; Business and Government Relations; Social Enterprise; Financial Services Industry; Kenya
Ebrahim, Alnoor, and V. Kasturi Rangan. "Acumen Fund: Measurement in Impact Investing (A)." Harvard Business School Case 310-011, September 2009. (Revised May 2011.)
The Business Roundtable’s Stakeholder Pledge, Five Years Later
Five years ago, the Business Roundtable issued a statement pledging to “lead their companies for the benefit of all stakeholders.” In the past five years, stakeholderism has gained wider acceptance and helped many corporate leaders see the value of taking the... View Details
- Article
ESG Integration in Investment Management: Myths and Realities
By: Sakis Kotsantonis, Christopher Pinney and George Serafeim
The authors’ aim in this article is to set the record straight on the financial performance of sustainable investing while also correcting a number of other widespread misconceptions about this rapidly growing set of principles and methods.
Myth Number 1:... View Details
Keywords: ESG; Sustainability; Investment Management; Finance; Corporate Social Responsibility; Integrated Corporate Reporting; Corporate Social Responsibility and Impact; Investment; Environmental Sustainability; Corporate Governance
Kotsantonis, Sakis, Christopher Pinney, and George Serafeim. "ESG Integration in Investment Management: Myths and Realities." Journal of Applied Corporate Finance 28, no. 2 (Spring 2016): 10–16.
- 2004
- Working Paper
Judging Fund Managers by the Company They Keep
By: Randolph Cohen, Joshua Coval and Lubo Pástor
We develop a performance evaluation approach in which a fund manager's skill is judged by the extent to which his investment decisions resemble the decisions of managers with distinguished performance records. The proposed performance measures are estimated more... View Details
Cohen, Randolph, Joshua Coval, and Lubo Pástor. "Judging Fund Managers by the Company They Keep." NBER Working Paper Series, No. W9359, January 2004.
- December 2016 (Revised May 2018)
- Module Note
Strategy Execution Module 15: Using the Levers of Control to Implement Strategy
By: Robert Simons
This module reading pulls together key concepts and techniques from the Strategy Execution series into an integrated model—the levers of control. The four levers are: (1) belief systems, (2) boundary systems, (3) diagnostic control systems, and (4) interactive control... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Levers Of Control; Balancing Innovation And Control; Managing Growing Businesses; Turn Around Management; Human Behavior; Organizational Life Cycle; Strategy; Management Systems; Performance; Measurement and Metrics; Management Analysis, Tools, and Techniques; Behavior
Simons, Robert. "Strategy Execution Module 15: Using the Levers of Control to Implement Strategy." Harvard Business School Module Note 117-115, December 2016. (Revised May 2018.)
- October 1980 (Revised December 1986)
- Case
Ernie Budding (A)
Details an instructor's attempt to motivate his section to raise its classroom performance standards. Outlines the situation when the section was performing well, the decline in standards, the action the professor took to revise the situation, and the final outcome. View Details
Christensen, C. Roland, and Abby J. Hansen PHD. "Ernie Budding (A)." Harvard Business School Case 381-038, October 1980. (Revised December 1986.)
- June 2020
- Background Note
Customer Management Dynamics and Cohort Analysis
By: Elie Ofek, Barak Libai and Eitan Muller
The digital revolution has allowed companies to amass considerable amounts of data on their customers. Using this information to generate actionable insights is fast becoming a critical skill that firms must master if they wish to effectively compete and win in today’s... View Details
Keywords: Cohort Analysis; Customers; Analytics and Data Science; Segmentation; Analysis; Customer Value and Value Chain
Ofek, Elie, Barak Libai, and Eitan Muller. "Customer Management Dynamics and Cohort Analysis." Harvard Business School Background Note 520-122, June 2020.
- January – February 2008
- Article
Managing the Impact of Employee Turnover on Performance: The Role of Process Conformance
By: Zeynep Ton and Robert S. Huckman
We examine the impact of employee turnover on operating performance in settings that require high levels of knowledge exploitation. Using 48 months of turnover data from U.S. stores of a major retail chain, we find that, on average, employee turnover is associated with... View Details
Keywords: Customer Focus and Relationships; Governance Compliance; Retention; Standards; Service Operations; Business Processes; Retail Industry; United States
Ton, Zeynep, and Robert S. Huckman. "Managing the Impact of Employee Turnover on Performance: The Role of Process Conformance." Organization Science 19, no. 1 (January–February 2008): 56–68.
- January 2008 (Revised May 2011)
- Case
Cognizant Technology Solutions
By: Robert G. Eccles, David Lane and Prabakar 'PK' Kothandaraman
In the highly competitive information technology outsourcing industry, Cognizant Technology Solutions has developed a strategy to differentiate itself by emphasizing building very close client relationships through its "Two-in-a-box" (TIB) model. This model is based on... View Details
Keywords: Customer Relationship Management; Knowledge Sharing; Resource Allocation; Competitive Advantage; Information Technology; Information Technology Industry
Eccles, Robert G., David Lane, and Prabakar 'PK' Kothandaraman. "Cognizant Technology Solutions." Harvard Business School Case 408-099, January 2008. (Revised May 2011.)
- July 2023 (Revised October 2024)
- Case
Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup
By: Paul M. Healy and Jung Koo Kang
The case explores the challenges of revenue recognition and financial reporting for Stride Funding (Stride), a fintech startup that has disrupted the student loan market. Stride leveraged proprietary machine learning and financial models to underwrite alternative... View Details
Keywords: Revenue Recognition; Financial Reporting; Entrepreneurial Finance; Business Startups; Growth and Development Strategy; Governance Compliance; Accrual Accounting; Financial Services Industry; United States
Healy, Paul M., and Jung Koo Kang. "Revenue Recognition at Stride Funding: Making Sense of Revenues for a Fintech Startup." Harvard Business School Case 124-015, July 2023. (Revised October 2024.)
- 2022
- Book
The Role of Innovation and Entrepreneurship in Economic Growth
By: Michael J. Andrews, Aaron Chatterji, Josh Lerner and Scott Stern
We live in an era in which innovation and entrepreneurship seem ubiquitous, particularly in regions like Silicon Valley, Boston, and the Research Triangle Park. But many metrics of economic growth, such as productivity growth and business dynamism, have been at best... View Details
Keywords: Productivity Growth; Production Technologies; Innovation and Invention; Entrepreneurship; Economic Growth; Competition; Organizational Design; Economic Slowdown and Stagnation
Andrews, Michael J., Aaron Chatterji, Josh Lerner, and Scott Stern, eds. The Role of Innovation and Entrepreneurship in Economic Growth. Chicago: University of Chicago Press, 2022.
- 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
Moreno, Antonio, and Gamze Yucaoglu. "Migros Turkey: Scaling Online Operations (B)." Harvard Business School Supplement 621-027, August 2020. (Revised March 2021.)
- 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
Wu, Andy. "Organizational Decision-Making and Information: Angel Investments by Venture Capital Partners." Academy of Management Best Paper Proceedings (2016): 189–194.
- May 2022 (Revised June 2024)
- Case
LOOP: Driving Change in Auto Insurance Pricing
By: Elie Ofek and Alicia Dadlani
John Henry and Carey Anne Nadeau, co-founders and co-CEOs of LOOP, an insurtech startup based in Austin, Texas, were on a mission to modernize the archaic $250 billion automobile insurance market. They sought to create equitably priced insurance by eliminating pricing... View Details
Keywords: AI and Machine Learning; Technological Innovation; Equality and Inequality; Prejudice and Bias; Growth and Development Strategy; Customer Relationship Management; Price; Insurance Industry; Financial Services Industry
Ofek, Elie, and Alicia Dadlani. "LOOP: Driving Change in Auto Insurance Pricing." Harvard Business School Case 522-073, May 2022. (Revised June 2024.)
- 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
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.
- September 2011 (Revised July 2012)
- Case
Building Watson: Not So Elementary, My Dear!
By: Willy Shih
This case is set inside IBM Research's efforts to build a computer that can successfully take on human challengers playing the game show Jeopardy! It opens with the machine named Watson offering the incorrect answer "Toronto" to a seemingly simple question during the... View Details
Keywords: Technological Innovation; Standards; Product Development; Organizational Change and Adaptation; Mathematical Methods; Research and Development; Information Technology
Shih, Willy. "Building Watson: Not So Elementary, My Dear!" Harvard Business School Case 612-017, September 2011. (Revised July 2012.)
- 10 Oct 2017
- First Look
First Look at New Research and Ideas, October 10, 2017
https://www.hbs.edu/faculty/Pages/item.aspx?num=53251 August 22, 2017 Harvard Business Review Find the Right Metrics for Your Sales Team By: Cespedes, Frank V., and Robert Marsh Abstract—This article reports the results of a survey of key... View Details
Keywords: Sean Silverthorne