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  • Article

An Exploration of Optimal Stabilization Policy

By: N. Gregory Mankiw and Matthew C. Weinzierl
This paper examines the optimal response of monetary and fiscal policy to a decline in aggregate demand. The theoretical framework is a two-period general equilibrium model in which prices are sticky in the short-run and flexible in the long-run. Policy is evaluated by... View Details
Keywords: Fiscal Policy; Monetary Policy; Economic Models; Aggregate Demand; Demand and Consumers; Money; Mathematical Methods; Taxation; Spending; Policy; Welfare; Household; Economic Slowdown and Stagnation
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Mankiw, N. Gregory, and Matthew C. Weinzierl. "An Exploration of Optimal Stabilization Policy." Brookings Papers on Economic Activity (Spring 2011). (Also Harvard Business School Working Paper, No. 11-113, May 2011 and NBER Working Paper Series, No. 17029, May 2011.)
  • March 2022 (Revised January 2025)
  • Technical Note

Linear Regression

By: Iavor I. Bojinov, Michael Parzen and Paul Hamilton
This note provides an overview of linear regression for an introductory data science course. It begins with a discussion of correlation, and explains why correlation does not necessarily imply causation. The note then describes the method of least squares, and how to... View Details
Keywords: Data Science; Linear Regression; Mathematical Modeling; Mathematical Methods; Analytics and Data Science
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Linear Regression." Harvard Business School Technical Note 622-100, March 2022. (Revised January 2025.)
  • September 12, 2024
  • Other Article

Review of Widy Novantyo Susanto, "U.S.-Japanese Relations, ASEAN, and Economic Power in Southeast Asia, 1969–1981," April 2024

By: Mattias Fibiger
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Fibiger, Mattias. Review of Widy Novantyo Susanto, "U.S.-Japanese Relations, ASEAN, and Economic Power in Southeast Asia, 1969–1981," April 2024. Article Review 1217. H-Diplo (September 12, 2024).
  • July 2008
  • Supplement

The Politics and Economics of Accounting for Goodwill at Cisco Systems (A) and (B) Teaching Note (CW)

By: Karthik Ramanna
Keywords: Goodwill Accounting; Information Technology; Teaching; Information; Computer Industry; Technology Industry
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Ramanna, Karthik. "The Politics and Economics of Accounting for Goodwill at Cisco Systems (A) and (B) Teaching Note (CW)." Harvard Business School Spreadsheet Supplement 109-703, July 2008.
  • February 2009 (Revised September 2009)
  • Case

Investing in Early Learning as Economic Development at the Minneapolis Federal Reserve Bank

By: Stacey M. Childress and Geoff Eckman Marietta
In his role as Senior Vice President and Director of Research at the Federal Reserve Bank of Minneapolis (Minneapolis Fed), Art Rolnick and his colleague, Rob Grunewald, had written "Early Childhood Development: Economic Development with a High Public Return." The... View Details
Keywords: Development Economics; Early Childhood Education; Investment Return; Demand and Consumers; Supply and Industry; Performance Effectiveness; Nonprofit Organizations; Minneapolis; Saint Paul
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Childress, Stacey M., and Geoff Eckman Marietta. "Investing in Early Learning as Economic Development at the Minneapolis Federal Reserve Bank." Harvard Business School Case 309-090, February 2009. (Revised September 2009.)
  • 2022
  • Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo
For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details
Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting
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Serafeim, George, and Gladys Vélez Caicedo. "Machine Learning Models for Prediction of Scope 3 Carbon Emissions." Harvard Business School Working Paper, No. 22-080, June 2022.
  • 28 Nov 2023
  • Book

Economic Growth Draws Companies to Asia. Can They Handle Its Authoritarian Regimes?

and others do not, or for why some crony relationships facilitate growth and others create crisis or stagnation. What strategies do authoritarian political elites adopt to manage the business class? What kinds of strategies succeed, for... View Details
Keywords: by Sean Silverthorne
  • 2022
  • Chapter

Sustainability Science and Corporate Cleanup in Community Fields: The Translation, Resistance and Integration Process Model

By: P. Devereaux Jennings, Maggie Cascadden and Andrew J. Hoffman
Both practically and theoretically, the sustainability science and corporate operation perspectives often diverge. Overcoming this divergence requires some degree of engagement with organizational field members; not just negotiation, but on-the-ground process work to... View Details
Keywords: Environmental Sustainability; Business Processes; Science-Based Business; Research
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Jennings, P. Devereaux, Maggie Cascadden, and Andrew J. Hoffman. "Sustainability Science and Corporate Cleanup in Community Fields: The Translation, Resistance and Integration Process Model." Chap. 12 in Handbook on the Business of Sustainability: The Organization, Implementation, and Practice of Sustainable Growth, edited by Gerard George, Martine Haas, Havovi Joshi, Anita McGahan, and Paul Tracey, 214–231. Edward Elgar Publishing, 2022.
  • 11 Dec 2020
  • Research & Ideas

Economic Jitters Push Pandemic Job Seekers to Big Companies, Not Startups

talent to draw from, write the authors of a recent working paper titled Flight to Safety: How Economic Downturns Affect Talent Flows to Startups. This has important implications, says Shai Bernstein, an... View Details
Keywords: by Rachel Layne
  • April 2013
  • Article

Rx: Human Nature: How Behavioral Economics Is Promoting Better Health Around the World

By: Nava Ashraf
Why doesn't a woman who continues to have unwanted pregnancies avail herself of the free contraception at a nearby clinic? What keeps people from using free chlorine tablets to purify their drinking water? Behavioral economics has shown us that we don't always act in... View Details
Keywords: Behavior; Economics; Motivation and Incentives; Zambia
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Ashraf, Nava. "Rx: Human Nature: How Behavioral Economics Is Promoting Better Health Around the World." Harvard Business Review 91, no. 4 (April 2013): 119–125.
  • August 2017 (Revised August 2018)
  • Case

The Oakland Athletics: Strategy & Metrics for a Budget

By: Srikant M. Datar and Caitlin N. Bowler
This case considers Oakland Athletics General Manager Billy Beane’s data driven and, in baseball circles unconventional, approach to winning games over the duration of the long Major League Baseball season. Beane’s critical approach to crafting strategy within his... View Details
Keywords: Data Analysis; Metrics; Data Science; Analytics and Data Science; Analysis; Measurement and Metrics; Competitive Strategy; Organizational Culture; Sports Industry
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Datar, Srikant M., and Caitlin N. Bowler. "The Oakland Athletics: Strategy & Metrics for a Budget." Harvard Business School Case 118-010, August 2017. (Revised August 2018.)
  • 29 Oct 2015
  • Other Presentation

Social Progress: The Next Development Agenda

By: Michael E. Porter and Scott Stern
How do we measure development? The Social Progress Index was launched in 2013 as a holistic approach to benchmarking countries' social performance, independent of economic measures. SPI has been widely taken up on a global basis in evaluating national performance, and... View Details
Keywords: Economic Development; Development Economics; Society; United States
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Porter, Michael E., and Scott Stern. "Social Progress: The Next Development Agenda." DEC Lecture Series Series, World Bank, Economic Development Institute, Washington, D.C., United States, October 29, 2015.
  • November 2012
  • Article

Empirical Observations on Longer-term Use of Incentives for Weight Loss

By: Leslie K. John, George Loewenstein and Kevin Volpp
Behavioral economic-based interventions are emerging as powerful tools to help individuals accomplish their own goals, including weight loss. Deposit contract incentive systems give participants the opportunity to put their money down toward losing weight, which they... View Details
Keywords: Weight Loss; Obesity; Behavioral Economics; Intervention; Behavior; Motivation and Incentives
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John, Leslie K., George Loewenstein, and Kevin Volpp. "Empirical Observations on Longer-term Use of Incentives for Weight Loss." Preventive Medicine 55, Supplement 1 (November 2012): S68–S74.
  • Article

The Impact of Penalties for Wrong Answers on the Gender Gap in Test Scores

By: Katherine B. Coffman and David Klinowski
Multiple-choice exams play a critical role in university admissions across the world. A key question is whether imposing penalties for wrong answers on these exams deters guessing from women more than men, disadvantaging female test-takers. We consider data from a... View Details
Keywords: Behavioral Economics; Standardized Testing; Gender; Higher Education; Prejudice and Bias
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Coffman, Katherine B., and David Klinowski. "The Impact of Penalties for Wrong Answers on the Gender Gap in Test Scores." Proceedings of the National Academy of Sciences 117, no. 16 (April 21, 2020): 8794–8803.
  • 2017
  • Other Book

Good Work: The Taylor Review of Modern Working Practices

By: Matthew Taylor, Greg Marsh, Diane Nicol and Paul Broadbent
I was not the only person appointed to the Review. My fellow Review team members, Greg Marsh, Diane Nicol and Paul Broadbent have not only been an important source of ideas and wisdom throughout the process but have led in engaging with key groups of... View Details
Keywords: Future Of Work; Labor Relations; Marketplaces; Employment; Labor and Management Relations; Labor; Markets
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Taylor, Matthew, Greg Marsh, Diane Nicol, and Paul Broadbent. Good Work: The Taylor Review of Modern Working Practices. London: Great Britain, Department for Business, Energy & Industrial Strategy, 2017. Electronic.
  • Article

Big Names or Big Ideas: Do Peer-Review Panels Select the Best Science Proposals?

By: Danielle Li and Leila Agha
This paper examines the success of peer-review panels in predicting the future quality of proposed research. We construct new data to track publication, citation, and patenting outcomes associated with more than 130,000 research project (R01) grants funded by the U.S.... View Details
Keywords: Patents; Research; Entrepreneurship; Forecasting and Prediction; Innovation and Invention; Business and Government Relations; United States
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Li, Danielle, and Leila Agha. "Big Names or Big Ideas: Do Peer-Review Panels Select the Best Science Proposals?" Science 348, no. 6233 (April 24, 2015): 434–438.
  • 2000
  • Chapter

Research That Will Break the Code of Change: The Role of Useful Normal Science and Usable Action Science, A Commentary on Van de Ven and Argyris

By: Michael Beer
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Beer, Michael. "Research That Will Break the Code of Change: The Role of Useful Normal Science and Usable Action Science, A Commentary on Van de Ven and Argyris." In Breaking the Code of Change, edited by Michael Beer and Nitin Nohria. Boston: Harvard Business School Press, 2000.
  • August 2017
  • Article

Should Governments Invest More in Nudging?

By: Shlomo Benartzi, John Beshears, Katherine L. Milkman, Cass R. Sunstein, Richard H. Thaler, Maya Shankar, Will Tucker-Ray, William J. Congdon and Steven Galing
Governments are increasingly adopting behavioral science techniques for changing individual behavior in pursuit of policy objectives. The types of “nudge” interventions that governments are now adopting alter people’s decisions without coercion or significant changes... View Details
Keywords: Nudge; Nudge Unit; Choice Architecture; Behavioral Science; Behavioral Economics; Savings; Pension Plan; Education; College Enrollment; Energy; Electricity Usage; Preventive Health; Influenza Vaccination; Flu Shot; Open Materials; Behavior; Governance; Economics; Policy; Power and Influence
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Benartzi, Shlomo, John Beshears, Katherine L. Milkman, Cass R. Sunstein, Richard H. Thaler, Maya Shankar, Will Tucker-Ray, William J. Congdon, and Steven Galing. "Should Governments Invest More in Nudging?" Psychological Science 28, no. 8 (August 2017): 1041–1055.
  • 2022
  • Working Paper

Flight to Safety: How Economic Downturns Affect Talent Flows to Startups

By: Shai Bernstein, Richard Townsend and Ting Xu
Using proprietary data from AngelList Talent, we study how individuals’ job search and application behavior changed during the COVID-19 downturn. We find that job seekers shifted their searches toward more established firms and away from early-stage startups, even... View Details
Keywords: Startup Labor Market; Flight To Safety; COVID-19; Recession; Business Startups; Human Capital; Business Cycles; Health Pandemics
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Bernstein, Shai, Richard Townsend, and Ting Xu. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups." Harvard Business School Working Paper, No. 21-045, September 2020. (Revised March 2022.)
  • 2012
  • Article

A Field Study on the Acceptance and Use of a New Accounting System

By: V.G. Narayanan, Ranjani Krishnan and Jamshed J. Mistry
This study examines the attitudes, use, and acceptance of a new accounting system in a pharmaceutical corporation that switched from an Activity Based Costing System to the Theory of Constraints System (TOC). Using structuration theory as a framework, we posit that... View Details
Keywords: Theory Of Constraints; Structuration; Field Study; Accounting; Innovation and Invention
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Narayanan, V.G., Ranjani Krishnan, and Jamshed J. Mistry. "A Field Study on the Acceptance and Use of a New Accounting System." Journal of Management Accounting Research 24 (2012): 103–133.
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