Publications

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October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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2021
Working Paper

Impact Accounting for Product Use: A Framework and Industry-specific Models

By: George Serafeim and Katie Trinh

This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial... View Details

Keywords: Impact Measurement; Product Impact; Customer Welfare; Environment; ESG; Product; Customers; Well-being; Environmental Sustainability; Measurement and Metrics; Accounting; Financial Statements; Analysis; Framework

SSRN

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data,... View Details

Fall 2021
Article

Strategy as a Way of Life: Businesses Must Root Strategy in Moral Purpose to Thrive in a Complex, Rapidly Changing World

By: Ikujiro Nonaka and Hirotaka Takeuchi

Doing the ordinary things in life a little bit better every day elevates individuals. All of us gained mother's wisdom by living with her, by watching her from behind her, by being scolded by her, and being told over and over again, to be honest, not to tell a lie or... View Details

Keywords: Strategy; Moral Sensibility; Organizational Culture; Organizational Change and Adaptation

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20 Jul 2010
News

How to Measure Brand Value: Likes, Followers, Influencers, Views? No, Social Currency

Web

Measuring Success in Impact Investing | Social Enterprise | Harvard Business School

Measuring Success in Impact Investing Multiple Alumni Topics Business for Social Impact Impact Investing More Impact Stories A Pathway to Pursue Aspirations Mizuho Kanai 2018 While Mizuho Kanai (MBA 2018) was fulfilling her summer... View Details

December 2, 2021
Article

Former Best Buy CEO Hubert Joly: Empowering Workers to Create ‘Magic’

By: Hubert Joly and Adi Ignatius

Hubert Joly was behind an amazing turnaround at Best Buy. While everybody was saying he should lay people off to solve the company’s problems, Joly instead listened to the people working for him and found solutions that didn’t involve people losing their jobs.... View Details

Keywords: Purpose; Meaningful Work; Employee Empowerment; Mission and Purpose; Employees; Organizational Culture; Leadership

July–August 2021
Article

SPACs: What You Need to Know

By: Max Bazerman and Paresh Patel

Special purpose acquisition companies, or SPACs, have been around in various forms for decades, but during the past two years they’ve taken off in the United States. In 2019, 59 were created, with $13 billion invested; in 2020, 247 were created, with $80 billion... View Details

Keywords: Special Purpose Acquisition Companies; SPACs; Mergers and Acquisitions; Going Public; Investment

July 2019
Article

'Forward Flow': A New Measure to Quantify Free Thought and Predict Creativity

By: Kurt Gray, Stephen Anderson, Eric Evan Chen, John Michael Kelly, Michael S. Christian, John Patrick, Laura Huang, Yoed N. Kenett and Kevin Lewis

When the human mind is free to roam, its subjective experience is characterized by a continuously evolving stream of thought. Although there is a technique that captures people’s streams of free thought—free association—its utility for scientific research is undermined... View Details

Keywords: Cognition and Thinking; Creativity; Forecasting and Prediction

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November 2016 (Revised March 2018)
Module Note

Strategy Execution Module 9: Building a Balanced Scorecard

By: Robert Simons

This module reading explains how to construct a strategy map and build a balanced scorecard. Using an internal value chain model, the module illustrates how a balanced scorecard can support and enable customer management, innovation, operations, and post-sale service... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Performance Measurement; Strategy Map; Business Goals; Customer Measures; Strategy; Balanced Scorecard; Business Model

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Article

Seeker Beware: The Interpersonal Costs of Ignoring Advice

By: Hayley Blunden, Jennifer M. Logg, Alison Wood Brooks, Leslie John and Francesca Gino

Prior advice research has focused on why people rely on (or ignore) advice and its impact on judgment accuracy. We expand the consideration of advice-seeking outcomes by investigating the interpersonal consequences of advice seekers’ decisions. Across nine studies, we... View Details

Keywords: Advice; Advice Seeking; Expertise; Impression Management; Wisdom Of Crowds; Interpersonal Communication; Relationships; Behavior; Experience and Expertise; Perception; Judgments; Outcome or Result

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

SSRN

08 Dec 2015
News

Are We There Yet? A Conversation on Performance Measures in the Third Sector

1986
Chapter

Doing Well While Doing Good: Dilemmas of Performance Measurement in Nonprofit Organizations and the Need for a Multiple Constituency Approach

By: R. M. Kanter

Keywords: Nonprofit Organizations; Performance Evaluation; Performance Productivity

Article

Toward a Corporate Culture of Health: Results of a National Survey

By: Michael Anne Kyle, Lumumba Seegars, John M. Benson, Robert J. Blendon, Robert S. Huckman and Sara J. Singer

Context: The private sector has a large potential role in advancing health and well-being, but attention to corporate practices around health tends to focus on a narrow range of issues and on large businesses. Systematically describing private sector engagement in... View Details

Keywords: Corporate Health; Social Determinants Of Health; Health Policy; Public Health; Organizations; Health; Policy; Surveys

Other Article

Sustainable Strategies and Net-Zero Goals

By: Mark L. Frigo, Robert S. Kaplan and Karthik Ramanna

In a recent Harvard Business Review article, Kaplan and Ramanna describe a rigorous approach, the E-liability method, for companies’ ESG reporting, especially as it pertains to GHG emissions measurements. They argue that the current standards for measuring... View Details

Keywords: Measurement; Sustainability; Net-zero Emissions; Environmental Sustainability; Integrated Corporate Reporting; Measurement and Metrics; Strategy

November 9, 2019
Article

Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial

By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham

Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.

Setting: The study was conducted within the manuscript review process at the... View Details

Keywords: Conflicts Of Interest; Peer Review; Randomized Controlled Trial; Scientific Publication; Conflict of Interests; Journals and Magazines; Science

2015
Working Paper

Online Word of Mouth and Product Review Disagreement

By: Frank Nagle and Christoph Riedl

Studies of online word of mouth have frequently posited―but never systematically conceptualized and explored―that the level of disagreement between existing product reviews can impact the volume and the valence of future reviews. In this study we develop a theoretical... View Details

Keywords: Online Word Of Mouth; Online Communities; Viral Marketing; Online Product Reviews; Quality; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Social and Collaborative Networks; Digital Marketing; Analytics and Data Science

SSRN

Article

The Business of Business Schools: Restoring a Focus on Competing to Win

By: Robert Simons

As business leaders worry about the decline of American competitiveness, business schools are responding by changing their curriculums. But are the topics and approaches taught in today's business schools part of the solution or part of the problem? In this paper, I... View Details

Keywords: Business Schools; Purpose Of Business Schools; Management Education; Business School Curriculum; Strategy Execution; U.S. Competitiveness; Capitalism; Management Profession; Innovation; Competing To Win; Integrated Corporate Reporting; Trends; Customer Focus and Relationships; Decision Making; Design; Business Education; Curriculum and Courses; Innovation and Management