Publications

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October 2001
Exercise

Liability Problems

By: Robert S. Kaplan

This case provides three examples of the recognition and measurement of liabilities. The first focuses on recognizing when employees have rendered services for which future period benefits have been earned, that is, whether unused vacation, sick, and personal days at... View Details

Keywords: Cash; Annuities; Interest Rates; Compensation and Benefits; Employees; Wages; Problems and Challenges; Value

31 Oct 2013
Working Paper Summaries

Do Measures of Financial Constraints Measure Financial Constraints?

Keywords: by Joan Farre-Mensa & Alexander Ljungqvist

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

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

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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14 Jun 2010
Research & Ideas

The Hard Work of Measuring Social Impact

Quantifying performance and measuring results are no longer the sole domain of for-profit enterprises. Today, many nonprofit organizations also find themselves on the hot seat—not with stockholders but with donors who expect similar... View Details

Keywords: by Julia Hanna

30 Aug 2010
Research & Ideas

Turning Employees Into Problem Solvers

context of the health-care industry drew instant attention. Preventable medical errors resulting in injury cost the industry somewhere between $9 billion and $15 billion a year, the report stated. Even more shockingly, by some measures... View Details

Keywords: by Julia Hanna; Health

January 2000
Case

Measurement and Management at CitySoft

By: V.G. Narayanan and Sanjay Pothen

CitySoft is a very small software developer that is grappling with issues of cost measurement and management. View Details

Keywords: Cost Accounting; Cost Management; Applications and Software; Problems and Challenges; Information Technology Industry

Educators

June 2000
Article

On the Regulatory Application of Efficiency Measures

The last decade has witnessed a change to more powerful incentive schemes and the adoption by a large number of regulators of some form of price cap regimes. The efficiency frontiers literature tackles the problem of measuring the X factor in a price cap regime... View Details

Keywords: Performance Productivity; Mathematical Methods; Performance Efficiency

26 Nov 2001
Research & Ideas

How Toyota Turns Workers Into Problem Solvers

When HBS professor Steven Spear recently released an abstract on problem solving at Toyota, HBS Working Knowledge staffer Sarah Jane Johnston e-mailed off some questions. Spear not only answered the questions, but also asked some of his... View Details

Keywords: by Sarah Jane Johnston; Manufacturing; Transportation; Auto

December 2006 (Revised February 2007)
Case

Opportunity International: Measurement and Mission

By: Herman B. Leonard, Marc J. Epstein and Melissa Tritter

After a "first career" in business, HBS graduate Christopher Crane becomes CEO of a worldwide microfinance network. The organization's twin challenges are: 1) developing metrics to give it an accurate picture of its situation and impacts, and 2) generating rapid... View Details

Keywords: Microfinance; Measurement and Metrics; Problems and Challenges; Growth and Development Strategy; Business and Stakeholder Relations; Business Model; Nonprofit Organizations; Philanthropy and Charitable Giving; Financial Services Industry

Educators

09 May 2012
Research & Ideas

Clayton Christensen’s “How Will You Measure Your Life?”

Editor's note: Every year, HBS Professor Clayton Christensen teaches students that well-tested academic theories can help them succeed not just in business, but in life. He expounds upon those lessons in his forthcoming book, How Will You View Details

September 2009 (Revised May 2011)
Supplement

Acumen Fund: Measurement in Impact Investing (B)

By: Alnoor Ebrahim and V. Kasturi Rangan

As Acumen Fund, a global venture philanthropy firm, moves forward with an investment portfolio exceeding $22 million, it runs into two critical measurement problems. First, how should it track the performance of each investment when its interest is not just the bottom... View Details

Keywords: Venture Capital; Investment Portfolio; Philanthropy and Charitable Giving; Standards; Corporate Social Responsibility and Impact; Performance Evaluation; Social Enterprise; Competition; Financial Services Industry; Kenya

14 Dec 2011
Research & Ideas

The New Measures for Improving Nonprofit Performance

actually focusing on the mission of the organization and making sure there's a strategy that can be implemented and measured in terms of performance targets. You need an environment that encourages lively debate, where the CEO feels... View Details

Keywords: by Julia Hanna

06 Oct 2003
Research & Ideas

The Problem with Hedge Funds

the investor has seen before. In many instances the banks are accepting investments from qualified individuals—people with a net worth of more than a certain amount. But the net worth measure is somewhat elastic, and smaller investors are... View Details

Keywords: by D. Quinn Mills

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

March 2015 (Revised February 2017)
Case

Shanghai: GDP Apostasy

By: George Serafeim

Balancing economic growth alongside environmental sustainability and social inclusion was becoming increasingly important in China. The case describes Shanghai's decision to abandon growth of Gross Domestic Product (GDP) as its primary metric of measuring success.... View Details

Keywords: China; Gdp; Measurement; Measurement Problems; Accountability; Sustainability; Sustainable Development; Strategy Execution; Strategy; Balanced Scorecard; Strategy Map; Macroeconomics; Measurement and Metrics; Corporate Accountability; Accounting; Environmental Sustainability; Development Economics; Corporate Governance; Shanghai

Educators

Spring 2014
Article

What Impact? A Framework for Measuring the Scale & Scope of Social Performance

By: Alnoor Ebrahim and V. Kasturi Rangan

Organizations with social missions, such as nonprofits and social enterprises, are under growing pressure to demonstrate their impacts on pressing societal problems such as global poverty. This article draws on several cases to build a performance assessment framework... View Details

Keywords: Nonprofit Organizations; Performance Evaluation

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2010
Working Paper

The Limits of Nonprofit Impact: A Contingency Framework for Measuring Social Performance

By: Alnoor Ebrahim and V. Kasturi Rangan

Leaders of organizations in the social sector are under growing pressure to demonstrate their impacts on pressing societal problems such as global poverty. We review the debates around performance and impact, drawing on three literatures: strategic philanthropy,... View Details

Keywords: Development Economics; Philanthropy and Charitable Giving; Leadership; Corporate Social Responsibility and Impact; Performance Expectations; Nonprofit Organizations; Social Issues