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  • September 2010
  • Article

Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

By: Saravanan Kesavan, Vishal Gaur and Ananth Raman
Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details
Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States
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Kesavan, Saravanan, Vishal Gaur, and Ananth Raman. "Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?" Management Science 56, no. 9 (September 2010): 1519–1533.
  • 2024
  • Working Paper

What Do Impact Investors Do Differently?

By: Shawn Cole, Leslie Jeng, Josh Lerner, Natalia Rigol and Benjamin N. Roth
In recent years, impact investors – private investors who seek to generate simultaneously financial and social returns – have attracted intense interest and controversy. We analyze a novel, comprehensive data set of impact and traditional investors to assess how the... View Details
Keywords: ESG; Socially Responsible Investing; Investment Decisions; Public Goods; Impact Investment; Investment; Private Equity; Venture Capital
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Cole, Shawn, Leslie Jeng, Josh Lerner, Natalia Rigol, and Benjamin N. Roth. "What Do Impact Investors Do Differently?" Harvard Business School Working Paper, No. 24-028, November 2023. (Revise and Resubmit, Review of Financial Studies.)
  • February 2024
  • Article

An Economic Framework for Vaccine Prioritization

By: Mohammad Akbarpour, Eric Budish, Piotr Dworczak and Scott Duke Kominers
We propose an economic framework for determining the optimal allocation of a scarce supply of vaccines that become gradually available during a public health crisis, such as the Covid-19 pandemic. Agents differ in observable and unobservable characteristics, and the... View Details
Keywords: Vaccine; Fairness; Public Finance; Public Goods; Allocation Problems; Allocative Efficiency; Allocation Rules; Social Welfare; Pandemics; Inequality; COVID-19; COVID-19 Pandemic; Public Sector; Resource Allocation; Market Design; Marketplace Matching; Public Administration Industry
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Akbarpour, Mohammad, Eric Budish, Piotr Dworczak, and Scott Duke Kominers. "An Economic Framework for Vaccine Prioritization." Quarterly Journal of Economics 139, no. 1 (February 2024): 359–417. (Authors' names are in certified random order.)
  • 09 Dec 2002
  • Research & Ideas

Most Accountants Aren’t Crooks—Why Good Audits Go Bad

fundamental changes to the way accounting firms and their clients operate. If we are really going to restore trust in the U.S. system of auditing, we will need to go well beyond the provisions of the Sarbanes-Oxley Act. We will need to... View Details
Keywords: by Max H. Bazerman, George Loewenstein & Don A. Moore; Accounting; Financial Services
  • December 2010
  • Article

Rating the Ratings: How Good are Commercial Governance Ratings?

By: Robert M. Daines, Ian D. Gow and David F. Larcker
Proxy advisory and corporate governance rating firms (such as RiskMetrics/Institutional Shareholder Services, GovernanceMetrics International, and The Corporate Library) play an increasingly important role in U.S. public markets. They rank the quality of firm corporate... View Details
Keywords: Corporate Governance; Markets; Rank and Position; Quality; Business and Shareholder Relations; Voting; Change; Information; Outcome or Result; United States
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Daines, Robert M., Ian D. Gow, and David F. Larcker. "Rating the Ratings: How Good are Commercial Governance Ratings?" Journal of Financial Economics 98, no. 3 (December 2010): 439–461.
  • June 2015
  • Case

1996 Welfare Reform in the United States

By: Matthew Weinzierl, Katrina Flanagan and Alastair Su
On August 22, 1996, U.S. President Bill Clinton signed into law the Personal Responsibility and Work Opportunity Reconciliation Act (PRWORA)—a dramatic reform of the American system of economic assistance for the poor that, as its title suggested, attempted to... View Details
Keywords: Welfare State; Public Goods; Moral Hazard; Median Voter Theorem; Poverty; Welfare; Public Administration Industry; United States
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Weinzierl, Matthew, Katrina Flanagan, and Alastair Su. "1996 Welfare Reform in the United States." Harvard Business School Case 715-030, June 2015.
  • 24 Jan 2018
  • Research & Ideas

How to Get People Addicted to a Good Habit

activity, and even when provided with free supplies, people continue to wash their hands without soap—if they wash their hands at all. “If you look at these public health initiatives, you see that they are often a complicated combination... View Details
Keywords: by Carmen Nobel
  • 07 Jul 2021
  • Book

Good News for Disgraced Companies: You Can Regain Trust

with customers, employees, and investors by being “the real deal,” creating valuable products and services, acting on good intentions, treating people fairly, and taking responsibility for how an organization impacts business and society,... View Details
Keywords: by Lane Lambert
  • 21 Sep 2012
  • Working Paper Summaries

Public Procurement and the Private Supply of Green Buildings

Keywords: by Timothy Simcoe & Michael W. Toffel
  • 10 Sep 2009
  • Working Paper Summaries

Feeling Good about Giving: The Benefits (and Costs) of Self-Interested Charitable Behavior

Keywords: by Lalin Anik, Lara B. Aknin, Michael I. Norton & Elizabeth W. Dunn
  • 29 May 2001
  • Research & Ideas

Good News, Not Blues, For the Inner City

University's most influential professors and the author of numerous books and publications including On Competition (HBSP 1998) and co-author of Can Japan Compete? (Perseus Press, 2000), told the audience that it's time to look at inner... View Details
Keywords: by Martha Lagace
  • November 2012
  • Case

CSIRO: The Light Metals Flagship Decision

By: Willy Shih, Margaret P. Pierson and Dawn Lau
This case explores the challenge of investing in basic research as a public good. CSIRO was Australia's leading science and research agency, and it was chartered to enhance national prosperity through R&D. Its Flagships program was designed to align research interests... View Details
Keywords: R&D; Basic Research; Government-funded Research; Public Goods; Extractive Industries; Metals; Metals Processing; Decision Choices and Conditions; Decisions; Globalized Markets and Industries; Growth and Development; Innovation Strategy; Technological Innovation; Research and Development; Science-Based Business; Technology Adoption; Technology Platform; Manufacturing Industry; Mining Industry; Oceania; Australia
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Shih, Willy, Margaret P. Pierson, and Dawn Lau. "CSIRO: The Light Metals Flagship Decision." Harvard Business School Case 613-029, November 2012.
  • 19 Oct 2015
  • Research & Ideas

Business Research that Makes for Smarter Public Policy

the job, having access to independent, high-quality research from outside sources can make a real difference both in developing good policies and in getting broad-based support for their implementation.” Researchers and Regulators The... View Details
Keywords: by Michael Blanding
  • 2012
  • Working Paper

No News Is Good News: CSR Strategy and Newspaper Coverage of Negative Firm Events

By: Jiao Luo, Stephan Meier and Felix Oberholzer-Gee
One of the benefits of Corporate Social Responsibility (CSR) programs, it has been argued, is that they build up a reservoir of public good will, shielding companies in times of trouble. In this paper, we test the view that CSR provides protection from public ire by... View Details
Keywords: Corporate Social Responsibility and Impact; Crisis Management; Media; Newspapers; Business and Community Relations; Corporate Strategy
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Luo, Jiao, Stephan Meier, and Felix Oberholzer-Gee. "No News Is Good News: CSR Strategy and Newspaper Coverage of Negative Firm Events." Harvard Business School Working Paper, No. 12-091, April 2012.
  • 2014
  • Working Paper

Islam, Inequality, and Pre-Industrial Comparative Development

By: Stelios Michalopoulos, Alireza Naghavi and Giovanni Prarolo
This study explores the interaction between trade and geography in shaping the Islamic economic doctrine and in turn the comparative development of the Muslim world. We build a model where an unequal distribution of land quality in presence of trade opportunities... View Details
Keywords: Islam; Inequality In Land Quality; Wealth Accumulation; Public Good Investment; Conflict; Wealth; Geography; Religion; Trade
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Michalopoulos, Stelios, Alireza Naghavi, and Giovanni Prarolo. "Islam, Inequality, and Pre-Industrial Comparative Development." Harvard Business School Working Paper, No. 15-076, March 2015.
  • 02 Sep 2014
  • Research & Ideas

Food Stamp Entrepreneurs: How Public Assistance Enables Business Bootstrapping

what could become a wildly successful company, but I also want to make sure my kids have health insurance. If I have this outside option, if I have access to public health insurance, then I'm more likely to join. The founders of the next... View Details
Keywords: by Carmen Nobel; Health
  • 03 Oct 2022
  • Research & Ideas

Why a Failed Startup Might Be Good for Your Career After All

charismatic but controversial cofounder of WeWork, who quit as CEO in 2019 after a bungled initial public offering amid questions about his business practices. “The market values the experience they have and rewards them in terms of high... View Details
Keywords: by Sean Silverthorne
  • 06 Mar 2012
  • Working Paper Summaries

Big BRICs, Weak Foundations: The Beginning of Public Elementary Education in Brazil, Russia, India, and China

Keywords: by Latika Chaudhary, Aldo Musacchio, Steven Nafziger & Se Yan; Education
  • Article

Statistical Physics of Human Cooperation

By: Matjaž Perc, Jillian J. Jordan, David G. Rand, Zhen Wang, Stefano Boccaletti and Attila Szolnoki
Extensive cooperation among unrelated individuals is unique to humans, who often sacrifice personal benefits for the common good and work together to achieve what they are unable to execute alone. The evolutionary success of our species is indeed due, to a large... View Details
Keywords: Human Cooperation; Evolutionary Game Theory; Public Goods; Reward; Punishment; Tolerance; Self-organization; Pattern Formation; Cooperation; Behavior; Game Theory
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Perc, Matjaž, Jillian J. Jordan, David G. Rand, Zhen Wang, Stefano Boccaletti, and Attila Szolnoki. "Statistical Physics of Human Cooperation." Physics Reports 687 (May 8, 2017): 1–51.
  • 02 May 2016
  • Research & Ideas

Why People Don’t Vote--and How a Good Ground Game Helps

Democracy has a dirty little secret. Despite the fever pitch over presidential primaries this year, the truth is there are few people actually voting. Before the most recent round of voting, only some 11 percent of eligible Democrats voted in the primaries, and the... View Details
Keywords: by Michael Blanding; Public Relations; Public Relations
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