Impact Measurement - Publications - Faculty & Research - Harvard Business School

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December 2013 (Revised September 2017)
Case

Atlanta Schools: Measures to Improve Performance

By: Robert Simons and Natalie Kindred

The widespread cheating scandal that rocked the Atlanta public school system in 2010 and 2011 illustrates how high-stakes performance pressure, without sufficient risk controls, can drive dangerous behavior. After becoming superintendent of the low-income and... View Details

November 2017 (Revised June 2019)
Case

Measuring True Value at Ambuja Cement

By: V. Kasturi Rangan, Suraj Srinivasan and Namrata Arora

The case discusses the measurement of social and environmental impact at Ambuja Cements, one of India’s leading cement companies. Ambuja is a leader in CSR activities and is attempting to quantify its impact, both positive and negative, using the “True Value” framework... View Details

Keywords: Corporate Social Responsibility and Impact; Environmental Sustainability; Value; Measurement and Metrics; Framework; Cost vs Benefits

2014
Chapter

The Elusive Quest for Impact: The Evolving Practice of Social Impact Measurement

By: Brian Trelstad

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April 2025
Case

Techint: Strategic Choices for Community Impact

By: Lauren Cohen, Virak Prum, Kenneth Charman, Pedro Levindo and Mariana Cal

In early 2024 Erika Bienek, Chief Community Relations Officer at Techint, had to decide whether to invest in a new company-owned and operated technical school in Veracruz, Mexico, or invest instead in strengthening the city’s public education system. Techint, a global... View Details

Keywords: Technical Institutes; Community Relations; Social Impact; Argentina; Mexico; Brazil; Conglomerate; Stakeholder Management; Government And Business; Community Impact; Philanthropy; Business Conglomerates; Business Subsidiaries; Business Headquarters; Family Business; Decision Making; Private Sector; Public Sector; Education; Curriculum and Courses; Middle School Education; Secondary Education; Teaching; Training; Learning; Energy; Engineering; Construction; Values and Beliefs; Geography; Global Range; Local Range; Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Government Legislation; Recruitment; Innovation and Invention; Disruptive Innovation; Knowledge; Resource Allocation; Industry Clusters; Infrastructure; Family Ownership; Philanthropy and Charitable Giving; Business and Community Relations; Business and Stakeholder Relations; Business and Government Relations; Creativity; Reputation; Social and Collaborative Networks; Civil Society or Community; Social Issues; Poverty; Strategy; Construction Industry; Education Industry; Energy Industry; Industrial Products Industry; Manufacturing Industry; Steel Industry; Europe; Italy; Latin America; North and Central America; Mexico; North America; United States; South America; Argentina; Buenos Aires; Brazil

Editorial

Companies Must Include Environmental and Social Performance Measures

By: George Serafeim

Keywords: Sustainability; Impact; ESG; Transparency; Accounting

June, 2021
Article

Learning from Deregulation: The Asymmetric Impact of Lockdown and Reopening on Risky Behavior During COVID-19

By: Edward L. Glaeser, Ginger Zhe Jin, Benjamin T. Leyden and Michael Luca

During the COVID-19 pandemic, states issued and then rescinded stay-at-home orders that restricted mobility. We develop a model of learning by deregulation, which predicts that lifting stay-at-home orders can signal that going out has become safer. Using restaurant... View Details

Keywords: COVID-19; Lockdown; Reopening; Impact; Coronavirus; Public Health Measures; Mobility; Health Pandemics; Governing Rules, Regulations, and Reforms; Consumer Behavior

02 Nov 2020
Working Paper Summaries

Accounting for Organizational Employment Impact

Keywords: by David Freiberg, Katie Panella, George Serafeim, and T. Robert Zochowski

July 22, 2014
Blog Post

What Impact? Resist Taking Credit for Results You Can't Achieve

By: Alnoor Ebrahim and V. Kasturi Rangan

Keywords: Impact Measurement; Measurement and Metrics; Outcome or Result

April 2021
Exercise

Valuing Employment Exercise

By: George Serafeim, Ethan Rouen and Katie Panella

The Valuing Employment exercise can be used to show the importance of impact measurement in designing incentives and contracts. The exercise has two phases. In the first phase, participants play the role of managers at the State of Massachusetts Infrastructure... View Details

Keywords: Bid Evaluation; Workforce; Impact Measurement; Bids and Bidding; Contracts; Design; Measurement and Metrics

Teaching Interest

Investing for Impact

By: Archie L. Jones

The Field Course: Investing for Impact was born out of the efforts of HBS students and faculty in the spring of 2020 and offered for the first time in fall semester of 2021.

This course seeks to help students understand why certain... View Details

May 2012
Technical Note

Frameworks for Dialogue and Research about Social Impact Investing

By: Herman B. "Dutch" Leonard

Social Impact Investment is a rapidly expanding field, but terminology in the field is poorly defined and imprecise. This note suggests frameworks that help to clarify important dimensions of SII projects, distinguishing and clarifying key differences in approaches to... View Details

Keywords: Development Stage Enterprises; Entrepreneurial Management; Entrepreneurs; Entrepreneurial Finance; Financial Instruments; Performance Measurement; Balanced Scorecard; Investment Funds; Corporate Social Responsibility and Impact; Research; Framework; Entrepreneurship; Financial Services Industry

October 2020 (Revised November 2020)
Case

Wilderness Safaris: Impact Investing and Ecotourism Conservation in Africa

By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard

In 2018 the majority ownership of publicly owned Wilderness Safaris, the leading high-end ecotourism company in Africa with safari operations in eight countries, was acquired by The Rise Fund, one of the world’s largest private social impact investing funds, and by FS... View Details

January 2018
Technical Note

Business at the Base of the Pyramid: Understanding Impact and Impact Evaluations

By: V. Kasturi Rangan and Tricia Gregg

Unlike financial success, there is no clear consensus regarding how best to define and measure social impact. This HBS Technical Note written for students of the HBS MBA course Business at the Base of the Pyramid (BBOP), offers readers pragmatic perspectives on how the... View Details

Keywords: Developing Countries and Economies; Social Issues; Value Creation; Human Needs; Performance Evaluation

14 Dec 2011
Research & Ideas

The New Measures for Improving Nonprofit Performance

investment in a nonprofit was handled strategically it would yield a greater impact for the people served. In an organization with compelling leadership, vision, and evidence of outcomes that were making a material difference in the lives... View Details

Keywords: by Julia Hanna

2024
Working Paper

Scaling Core Earnings Measurement with Large Language Models

By: Matthew Shaffer and Charles CY Wang

We study the application of large language models (LLMs) to the estimation of core earnings, i.e., a firm's persistent profitability from its core business activities. This construct is central to investors' assessments of economic performance and valuations. However,... View Details

Keywords: Large Language Models; AI and Machine Learning; Accounting; Profit; Corporate Disclosure; Analytics and Data Science; Measurement and Metrics

2019
Working Paper

Stewardship Codes and Shareholder Voting on Disputed Ballot Measures

By: Trang T. Nguyen and Charles CY Wang

This study examines the impact of stewardship codes on investor voting behavior in disputed ballot measures-- where ISS's recommendation differs from management's recommendation-- across nine countries. U.S. institutional investors' voting behavior in adopting country... View Details

Keywords: Stewardship Codes; Investment; Voting; Behavior

2006
Article

Performance Measure Properties and the Effect of Incentive Contracts

By: J. Bouwens and L. van Lent

Using data from a third-party survey on compensation practices at 151 Dutch firms, we show that less noisy or distorted performance measures and higher cash bonuses are associated with improved employee selection and better-directed effort. Specifically, (1) an... View Details

Keywords: Motivation and Incentives; Data and Data Sets; Problems and Challenges; Performance Evaluation; Compensation and Benefits; Netherlands

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04 Oct 2004
Research & Ideas

Start to Measure Your E-commerce Success

stringent economic environment and the widely publicized negative impacts of many e-commerce initiatives has caused many senior managers to question the payoffs of e-commerce investments. As companies assess the choice of appropriate... View Details

Keywords: by Marc J. Epstein

October 2023
Case

Prime Coalition: Estimating Climate Impact

By: Natalia Rigol, Benjamin N. Roth, Brian Trelstad and Amram Migdal

A case on CRANE, a tool to help investors and green technology companies estimate the future climate impact of new technologies and products, called emissions reduction potential (ERP). The case includes material on CRANE’s methodology for estimating future carbon... View Details

Keywords: Carbon Emissions; Environmental Accounting; Analysis; Climate Change; Green Technology; Innovation and Invention; Measurement and Metrics; Philanthropy and Charitable Giving; Risk and Uncertainty; Nonprofit Organizations; Social Enterprise

11 Jan 2021
Working Paper Summaries

Accounting for Product Impact in the Airlines Industry

Keywords: by George Serafeim and Katie Trinh; Air Transportation; Transportation

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