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May 2001 (Revised June 2010)
Case

Jumpstart

By: Allen S. Grossman

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

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

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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

August 19, 2024
Article

The Business Roundtable’s Stakeholder Pledge, Five Years Later

By: Lynn S. Paine

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 interests... View Details

Keywords: Business and Stakeholder Relations; Business or Company Management; Mission and Purpose; Corporate Governance

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

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

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

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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

Keywords: Strategy; Performance Improvement; Outcome or Result; Standards; Education Industry

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

2004
Working Paper

Judging Fund Managers by the Company They Keep

By: Randolph Cohen, Joshua Coval and Luboš 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

Keywords: Measurement and Metrics; Performance Evaluation; Investment Funds; Investment

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

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

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

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

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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

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

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

2016
Article

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

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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September 2011 (Revised July 2012)
Case

Building Watson: Not So Elementary, My Dear!

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

16 Jul 2013
Working Paper Summaries

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

Keywords: by Robert Lagerstrom, Carliss Baldwin, Alan MacCormack & David Dreyfus

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