Measurement and Metrics - Publications - Faculty & Research - Harvard Business School

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Summer 2021
Article

The World Management Survey at 18: lessons and the way forward

By: Daniela Scur, Raffaella Sadun, John Van Reenen, Renata Lemos and Nicholas Bloom

Understanding how differences in management ‘best practices’ affect organizational outcomes has been a focus of both theoretical and empirical work in the fields of management, sociology, economics, and public policy. The World Management Survey (WMS) project was born... View Details

Keywords: Firm Objectives, Organization, And Behavior; Business Economics; Choice Of Technology; Management Of Technological Innovation And R＆D; Technological Change: Choices And Consequences; Management Practices and Processes

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08 Oct 2020
Research & Ideas

Keep Your Weary Workers Engaged and Motivated

maximizing productivity? How do we help employees with work/life balance?” “How to keep people engaged and connected and OPTIMISTIC in appropriate measure while so many have so... View Details

Keywords: by Boris Groysberg and Robin Abrahams

September 2023
Article

Customer Churn and Intangible Capital

By: Scott R. Baker, Brian Baugh and Marco Sammon

Intangible capital is a crucial and growing piece of firms’ capital structure, but many of its distinct components are difficult to measure. We develop and make available several new firm-level metrics regarding a key component of intangible capital – firms’ customer... View Details

Keywords: Customer Base; Transaction Data; Customer Churn; Intangible Capital; Capital Structure; Measurement and Metrics; Customers

July 2020 (Revised January 2021)
Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A)

By: Linda A. Hill and Emily Tedards

In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation — a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details

2021
Other Unpublished Work

Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2

By: Daniel J. Sturtevant, Carliss Baldwin, Alan MacCormack, Sunny Ahn and Sean Gilliland

An interrelated set of tools and methods is disclosed for: (1) measuring the relationship between software source code attributes (such as code quality, design quality, test quality, and complexity metrics) and software economics outcome metrics (such as... View Details

Keywords: Technical Debt; Applications and Software; Economics; Measurement and Metrics; Patents

2021
Working Paper

Pandemic Schooling Mode and Student Test Scores: Evidence from U.S. States

By: Clare Halloran, Rebecca Jack, James C. Okun and Emily Oster

We estimate the impact of district-level schooling mode (in-person versus hybrid or distance learning) on test scores. We combine Spring 2021 state standardized test score data with comprehensive data on schooling in the 2020-21 school year across 12 states. We find... View Details

Keywords: COVID-19 Pandemic; In-person Schooling; Distance Learning; Outcomes Measurement; Health Pandemics; Education; Performance Evaluation

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February 2019 (Revised October 2019)
Teaching Note

The Rise Fund: TPG Bets Big on Impact

By: Vikram S Gandhi, Caitlin Reimers Brumme and Sarah Mehta

Teaching Note for HBS No. 318-041. View Details

Keywords: Impact Investing; Impact Measurement; Equity; Investment; Measurement and Metrics; Financial Services Industry; San Francisco

1980
Chapter

Behavioral Measurement of the Relative Importance of Attribute-Related Information Cues: The Case of Cold Breakfast Cereals

By: S. Ash, C. Duhaime and J. Quelch

2019
Chapter

Return on Invested Capital (ROIC)

By: Carliss Y. Baldwin

Return on invested capital (ROIC) is a financial measure of the profitability of a firm or business unit. If it is greater than the business's cost of capital, then reinvestment of earnings increases shareholder VALUE. The ROIC also determines a maximum self-sustaining... View Details

Keywords: Capital Efficiency; Dupont Analysis; Financial Metrics; Schumpeterian Competition; Sustainable Growth; Competitive Advantage; Financial Strategy; Resource Allocation; Valuation; Value Creation

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03 Dec 2020
Research & Ideas

Cut Payroll Costs with Transparency, Fairness, and Compassion

care needs, provide technology tools, and ensure they have what they need to safeguard their health. Communicate the context underlying salary or headcount reductions. How has the pandemic affected revenue? What other cost-cutting View Details

Keywords: by Boris Groysberg and Sarah Abbott

September–October 2015
Article

Facts and Figuring: An Experimental Investigation of Network Structure and Performance in Information and Solution Spaces

By: Jesse Shore, Ethan Bernstein and David Lazer

Using data from a novel laboratory experiment on complex problem solving in which we varied the structure of 16-person networks, we investigate how an organization's network structure shapes performance of problem-solving tasks. Problem solving, we argue, involves both... View Details

2018
Working Paper

Managing Through Organizational Change: Employee Alignment in the Presence of Unexpected Career Concerns

By: Ohchan Kwon and Jee-Eun Shin

This study examines performance consequences due to unexpected career concerns – layoff risks due to institutional reasons. Exploiting a company-wide announcement of a merger decision by management as a trigger event for unexpected career concerns, we examine employee... View Details

Keywords: Career Changes; Performance Measures; Incentives; M＆A; Employees; Personal Development and Career; Mergers and Acquisitions; Organizational Change and Adaptation; Performance; Motivation and Incentives

Third Quarter 2018
Article

Why and How Investors Use ESG Information: Evidence from a Global Survey

By: Amir Amel-Zadeh and George Serafeim

Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy

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July 2020 (Revised January 2021)
Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)

By: Linda A. Hill and Emily Tedards

In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation—a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details

2014
Article

The Governance of Social Enterprises: Mission Drift and Accountability Challenges in Hybrid Organizations

By: Alnoor Ebrahim, Julie Battilana and Johanna Mair

We examine the challenges of governance facing organizations that pursue a social mission through the use of market mechanisms. These hybrid organizations, often referred to as social enterprises, combine aspects of both charity and business at their core. In this... View Details

Keywords: Governance; Hybrid Organizations; Nonprofit; Performance Measurement; Legal Form; Agency Theory; Stakeholder Management; Mission and Purpose; Social Enterprise; Corporate Accountability

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March 2024
Article

Establishing the Foundation for Carbon Trading Markets

By: Robert S. Kaplan, Karthik Ramanna and Marc Roston

Poor measurement practices and inadequate controls have led to extensive trading of carbon offset instruments that do not materially reduce the supply of atmospheric GHG. We introduce five carbon offset accounting principles, built from fundamental financial-accounting... View Details

Keywords: Carbon Offsetting; Accounting; Carbon Accounting; E-liabilities; Measurement; Trading; Environmental Accounting; Environmental Sustainability

Article

Emodiversity and the Emotional Ecosystem

By: Jordi Quoidbach, June Gruber, Moira Mikolajczak, Alexsandr Kogan, Ilios Kotsou and Michael I. Norton

Bridging psychological research exploring emotional complexity and research in the natural sciences on the measurement of biodiversity, we introduce—and demonstrate the benefits of—emodiversity: the variety and relative abundance of the emotions that humans experience.... View Details

Keywords: Health; Diversity; Emotions

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August 2012 (Revised July 2017)
Case

Netflix: Valuing a New Business Model

By: Francois Brochet, Suraj Srinivasan and Michael Norris

In autumn 2011, Netflix was working to right the ship after publicly stumbling through a price hike and strategic shift and then retreat. The company was changing its business model to focus on streaming video service rather than the DVDs by mail that had brought the... View Details

Keywords: Performance Measurement; Online Business; Asset Recognition; Accounting; Performance Evaluation; Online Technology; Motion Pictures and Video Industry; United States; Canada; Latin America; West Indies

November 1997 (Revised April 2017)
Teaching Note

Compagnie du Froid, S.A.

By: Robert Simons, Antonio Dávila, Kathryn Rosenberg and Jennifer Packard

Teaching Note for (9-197-085). View Details

Keywords: Management Control Systems; Strategy And Execution; Variance Analysis; Performance Measurement; Food and Beverage Industry; Europe

August 2015 (Revised August 2015)
Case

Hoag Orthopedic Institute

By: Robert S. Kaplan and Jonathan Warsh

Two groups of orthopedic surgeons form a joint venture with a community hospital to establish Hoag Orthopedic Institute, a for-profit hospital and two ambulatory service centers. By controlling and integrating all aspects of the patients' medical treatment, the... View Details

Keywords: Outcomes Measurement; Bundled Payment; Health Care; Activity-based Costing And Management; Measurement and Metrics; Activity Based Costing and Management; Competitive Strategy; Medical Specialties; Health Care and Treatment; Outcome or Result; Health Industry

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