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

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Spring 2016
Article

The Billion Prices Project: Using Online Prices for Inflation Measurement and Research

By: Alberto Cavallo and Roberto Rigobon

New data-gathering techniques, often referred to as “Big Data” have the potential to improve statistics and empirical research in economics. In this paper we describe our work with online data at the Billion Prices Project at MIT and discuss key lessons for both... View Details

Keywords: Billion Prices Project; Online Scraped Data; Online Price Index; Economics; Research; Price; Analytics and Data Science

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11 Jun 2013
Working Paper Summaries

Measurement Errors of Expected Returns Proxies and the Implied Cost of Capital

Keywords: by Charles C.Y. Wang

September 2016 (Revised March 2017)
Module Note

Strategy Execution Module 3: Using Information for Performance Measurement and Control

By: Robert Simons

This module reading explains how managers use information to control critical business processes and outcomes. The analysis begins by illustrating how managers use information to communicate goals and track performance. Then the focus turns to the choices that managers... View Details

Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Organization Process; Feedback Model; Innovation; Uses Of Information; Big Data; Benchmarking; Decision Making; Information; Performance Evaluation; Analytics and Data Science

1985
Article

Measuring and Reporting the Financial Condition of Public Organizations

By: Dutch Leonard

Keywords: Measurement and Metrics; Finance; Organizations

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18 Jun 2018
Working Paper Summaries

A Measure of Risk Appetite for the Macroeconomy

Keywords: by Carolin E. Pflueger, Emil Siriwardane, and Adi Sunderam

2023
Working Paper

Corporate Website-based Measures of Firms' Value Drivers

By: Wei Cai, Dennis Campbell and Patrick Ferguson

We develop and validate new text-based measures of firms’ financial and non-financial value drivers. Using the Wayback Machine to access public US firms’ archived websites from 1995-2020, we scrape text from corporate homepages. We use Kaplan and Norton’s (1992)... View Details

Keywords: Value; Corporate Strategy; Accounting; Analytics and Data Science

11 Dec 2012
News

Measuring Bank Credit Supply

October 1995 (Revised January 1999)
Case

Western Chemical Corporation: Divisional Performance Measurement (A)

By: William J. Bruns Jr. and Roger Atherton

The president and controller of Western Chemical Corp. are discussing the best way to measure and report performance of foreign subsidiaries. One subsidiary is a joint venture with its own borrowing capacity; another is wholly owned; and a third is wholly owned and... View Details

Keywords: Business Subsidiaries; Financial Reporting; Performance Evaluation; Chemical Industry

2012
Other Unpublished Work

Measuring Shared Value: How to Unlock Value by Linking Business and Social Results

By: Michael E. Porter, Greg Hills, Marc Pfitzer, Sonja Patscheke and Elizabeth Hawkins

Measuring shared value allows companies to maximize opportunities for innovation, growth, and social impact at scale. This article explains the specific purpose of shared value measurement and offers a step-by-step process and pragmatic approaches to measurement with... View Details

Keywords: Society

2008
Working Paper

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

By: Dale F. Gray, Robert C. Merton and Zvi Bodie

This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details

Keywords: Financial Crisis; Macroeconomics; Central Banking; Risk Management

December 2009
Article

Estimation and Empirical Properties of a Firm-Year Measure of Accounting Conservatism

By: Mozaffar N. Khan and Ross L. Watts

We estimate a firm-year measure of accounting conservatism, examine its empirical properties as a metric, and illustrate applications by testing new hypotheses that shed further light on the nature and effects of conservatism. The results are consistent with the... View Details

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March 13, 2013
Blog Post

Let's Be Realistic About Measuring Impact

By: Alnoor Ebrahim

"Measure impact" has become a mantra for creating social change. Claims about making a difference are no longer sufficient; evidence of how much difference you're making is now required. We should applaud this trend, because results are sometimes ambiguous and claims... View Details

Keywords: Corporate Social Responsibility and Impact; Social Entrepreneurship; Performance Evaluation

December 1999 (Revised December 2012)
Background Note

Measuring Interim Period Performance

By: David F. Hawkins

Covers interim period accounting objectives, theories, and practices. Special financial analysis concerns related to this topic are discussed. A rewritten version of an earlier note. View Details

Keywords: Accounting; Business Ventures; Policy; Management Practices and Processes; Measurement and Metrics; Performance Evaluation

2017
Working Paper

Rethinking Measurement of Pay Disparity and its Relation to Firm Performance

By: Ethan Rouen

I develop measures of firm-level pay disparity and examine their relation to firm accounting performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee... View Details

Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Wages; Equality and Inequality; Business Ventures; Performance

September 2012
Article

The Relationship Between Economic Preferences and Psychological Personality Measures

By: Anke Becker, Thomas Deckers, Thomas Dohmen, Armin Falk and Fabian Kosse

Although both economists and psychologists seek to identify determinants of heterogeneity in behavior, they use different concepts to capture them. In this review, we first analyze the extent to which economic preferences and psychological concepts of personality, such... View Details

Keywords: Risk Preference; Time Preference; Social Preferences; Locus Of Control; Big Five; Economics; Behavior; Personal Characteristics

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23 Sep 2008
Working Paper Summaries

New Framework for Measuring and Managing Macrofinancial Risk and Financial Stability

Keywords: by Dale F. Gray, Robert C. Merton & Zvi Bodie

2010
Chapter

Measuring and Managing Macrofinancial Risk and Financial Stability: A New Framework

By: Dale F. Gray, Robert C. Merton and Zvi Bodie

This paper proposes a new approach to improve the way central banks can analyze and manage the financial risks of a national economy. It is based on the modern theory and practice of contingent claims analysis (CCA), which is successfully used today at the level of... View Details

Keywords: Financial Statements; Economy; Financial Condition; Central Banking; Management Analysis, Tools, and Techniques; Management Practices and Processes; Risk Management; Measurement and Metrics; System Shocks

2013
Working Paper

Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus

We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details

Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry

Web

Shared Value Measurement - Institute For Strategy And Competitiveness

rigorously track the interdependency between social and business results, they miss important opportunities for innovation, growth, and sustainable social impact at scale. An approach to shared value View Details

January 2020
Article

Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance

By: Ethan Rouen

I develop measures of firm-level pay disparity and examine their relation to firm performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee compensation and... View Details

Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Employees; Wages; Equality and Inequality; Business Ventures; Performance

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