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  • October 2023
  • Article

Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA

By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a U.S. Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details
Keywords: Safety Regulations; Regulations; Regulatory Enforcement; Machine Learning Models; Safety; Operations; Service Operations; Production; Forecasting and Prediction; Decisions; United States
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Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA." American Economic Journal: Applied Economics 15, no. 4 (October 2023): 30–67. (Profiled in the Regulatory Review.)
  • 2020
  • Working Paper

Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA

By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
We study how a regulator can best target inspections. Our case study is a US Occupational Safety and Health Administration (OSHA) program that randomly allocated some inspections. On average, each inspection averted 2.4 serious injuries (9%) over the next five years.... View Details
Keywords: Government Administration; Working Conditions; Safety; Quality; Production; Analysis; Resource Allocation; Manufacturing Industry; United States
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Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Improving Regulatory Effectiveness Through Better Targeting: Evidence from OSHA." Harvard Business School Working Paper, No. 20-019, August 2019. (Revised February 2020.)
  • 2014
  • Working Paper

Entrepreneurship as Experimentation

By: William R. Kerr, Ramana Nanda and Matthew Rhodes-Kropf
Entrepreneurship research is on the rise but many questions about its fundamental nature still exist. We argue that entrepreneurship is about experimentation: the probabilities of success are low, extremely skewed and unknowable until an investment is made. At a macro... View Details
Keywords: Experiments; Innovation; Entrepreneurship; Innovation and Invention
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Kerr, William R., Ramana Nanda, and Matthew Rhodes-Kropf. "Entrepreneurship as Experimentation." Harvard Business School Working Paper, No. 15-005, July 2014.
  • March 2015
  • Case

Unilever: Combatting Global Food Waste

By: David F. Drake, Janice H. Hammond and Matthew G. Preble
The global consumer goods company Unilever was on pace to hit a number of aggressive targets by 2020 as part of the Unilever Sustainable Living Project, including a goal to halve the waste associated with the disposal of its products. Unilever's chief supply chain... View Details
Keywords: Food Waste; Sustainable Business And Innovation; Sustainable Supply Chains; Sustainable Operations; Organization Alignment; Environmental Sustainability; Operations; Supply Chain Management; Growth and Development Strategy; Food; Agribusiness; Strategy; Organizational Change and Adaptation; Beauty and Cosmetics Industry; Consumer Products Industry; Food and Beverage Industry; Forest Products Industry; Manufacturing Industry; Retail Industry; North and Central America; Europe; Asia; Africa; Latin America; India
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Drake, David F., Janice H. Hammond, and Matthew G. Preble. "Unilever: Combatting Global Food Waste." Harvard Business School Case 615-040, March 2015.
  • 16 Aug 2016
  • First Look

August 16, 2016

activities of a large cohort of physician-MBAs by gathering information on 206 physician graduates from the Harvard Business School MBA program who obtained their degrees between 1941 and 2014. Key outcome measures that were examined... View Details
Keywords: Sean Silverthorne
  • October 2008 (Revised December 2008)
  • Supplement

Gillette Company (E): Procter & Gamble

By: Rosabeth M. Kanter and Matthew Bird
After arriving in 2001 as the first outsider Chairman and CEO in Gillette history, Jim Kilts led a remarkable turnaround. But by late 2004 he had to make a difficult decision. To better position the 104-year-old, Boston-based company, he opted to sell it to... View Details
Keywords: Mergers and Acquisitions; Decision Choices and Conditions; Leading Change; Growth and Development Strategy; Managerial Roles; Organizational Change and Adaptation
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Kanter, Rosabeth M., and Matthew Bird. "Gillette Company (E): Procter & Gamble." Harvard Business School Supplement 309-033, October 2008. (Revised December 2008.)
  • October 2009 (Revised October 2010)
  • Case

Grove Street Advisors: September 2009

By: Matthew Rhodes-Kropf and Ann Leamon
The investment committee of Grove Street Advisors, a pioneer in the provision of customized private equity funds-of-funds for pension fund clients, must decide how to respond to the market opportunities and challenges presented by the turmoil of 2008 and 2009. How can... View Details
Keywords: Private Equity; Expansion; Investment Funds; Financial Services Industry
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Rhodes-Kropf, Matthew, and Ann Leamon. "Grove Street Advisors: September 2009." Harvard Business School Case 810-064, October 2009. (Revised October 2010.)
  • Article

Beyond the Target Customer: Social Effects in CRM Campaigns

By: Eva Ascarza, Peter Ebbes, Oded Netzer and Matthew Danielson
Customer relationship management (CRM) campaigns have traditionally focused on maximizing the profitability of the targeted customers. The authors demonstrate that in business settings characterized by network externalities, a CRM campaign that is aimed at changing the... View Details
Keywords: Social Effects; Field Experiment; Mobile; Customer Relationship Management; Network Effects; Consumer Behavior
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Ascarza, Eva, Peter Ebbes, Oded Netzer, and Matthew Danielson. "Beyond the Target Customer: Social Effects in CRM Campaigns." Journal of Marketing Research (JMR) 54, no. 3 (June 2017): 347–363.
  • 02 Apr 2013
  • First Look

First Look: April 2

https://www.hbs.edu/faculty/Pages/item.aspx?num=41870 Expected Returns Dynamics Implied by Firm Fundamentals By: Lyle, Matthew R., and Charles C.Y. Wang Abstract—We provide a tractable stock valuation model to study the... View Details
Keywords: Sean Silverthorne
  • December 2013 (Revised December 2014)
  • Case

Reform in the Chicago Public Schools

By: Matthew Weinzierl and Katrina Flanagan
In 2012, the Chicago Teachers' Union went on strike over proposed reforms by the city's mayor, Rahm Emanuel. At the heart of the reforms, and the strike, was frustration over many decades of underperformance in the Chicago Public Schools (CPS) and a surge of... View Details
Keywords: Public Education; Public Goods; Samuelson Rule; Externalities And Pigouvian Corrections; Tiebout Sorting And Efficiency; Education; Labor Unions; Public Administration Industry; Education Industry; Chicago
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Weinzierl, Matthew, and Katrina Flanagan. "Reform in the Chicago Public Schools." Harvard Business School Case 714-027, December 2013. (Revised December 2014.)
  • 10 Aug 2010
  • First Look

First Look: August 10

recipients' actual trustworthiness. This lax approach gives rise to adverse selection: the sites that seek and obtain trust certifications are actually less trustworthy than others. Using an original dataset on web site safety, I demonstrate that sites certified View Details
Keywords: Martha Lagace
  • 2020
  • Working Paper

Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation

By: Benjami Lockwood, Afras Y. Sial and Matthew C. Weinzierl
Economists typically check the robustness of their results by comparing them across plausible ranges of parameter values and model structures. A preferable approach to robustness—for the purposes of policymaking and evaluation—is to design policy that takes these... View Details
Keywords: Optimal Taxation; Robust Optimization; Taxation; Income; Policy; Design
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Lockwood, Benjami, Afras Y. Sial, and Matthew C. Weinzierl. "Designing, Not Checking, for Policy Robustness: An Example with Optimal Taxation." NBER Working Paper Series, No. 28098, November 2020.
  • 27 Oct 2009
  • First Look

First Look: October 27

and Karim R. Lakhani Publication: Organization Science (forthcoming). Abstract We examine who the winners are in science problem-solving contests characterized by open broadcast of problem information, self-selection of external solvers... View Details
Keywords: Martha Lagace
  • September 1999
  • Case

Sally Jameson - 1999

By: George C. Chacko, Henry B. Reiling, Peter Tufano and Matthew Bailey
Sally Jameson has a large block of appreciated stock, which she is contemplating selling to purchase a home. She is comparing an outright sale, borrowing against the stock, shorting against the box, and a stock loan proposed by a small financial services firm. View Details
Keywords: Asset Pricing; Asset Management; Financial Liquidity; Stocks; Stock Options; Financing and Loans; Financial Services Industry
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Chacko, George C., Henry B. Reiling, Peter Tufano, and Matthew Bailey. "Sally Jameson - 1999." Harvard Business School Case 200-006, September 1999.
  • 23 Feb 2011
  • First Look

First Look: Feb. 23

  PublicationsEngineers and the State in Modern China Author:William C. Kirby Publication:In Prospects for the Professions in China, edited by William P. Alford, William C. Kirby, and Kenneth Winston, 283-314. Routledge Studies in Civil... View Details
Keywords: Sean Silverthorne
  • 18 Mar 2008
  • First Look

First Look: March 18, 2008

  Working PapersWhere Does It Go? Spending by the Financially Constrained Authors:Shawn A. Cole, John Thompson, and Peter Tufano Abstract In this paper, we analyze the spending decisions of over 1.5 million Americans who vary in their... View Details
Keywords: Martha Lagace
  • 27 May 2014
  • First Look

First Look: May 27

argues Mikołaj Piskorski, one of the world's leading experts on the business of social media. In A Social Strategy, he provides the most convincing answer yet, one backed by original research, data, and case studies from companies such as... View Details
Keywords: Sean Silverthorne
  • 22 Apr 2014
  • First Look

First Look: April 22

control over the use of remittances. In partnership with a Salvadoran bank, we offered U.S.-based migrants from El Salvador bank accounts in their home country into which they could send remittances. We randomly varied migrant control over El Salvador-based savings... View Details
Keywords: Sean Silverthorne
  • 2021
  • Article

Everyday Illiberalism: How Hungarian Subnational Politics Propel Single-Party Dominance

By: Laura Jakli and Matthew Stenberg
While numerous studies consider the roles that media consolidation, court-packing, and economic crises have played in Hungary's democratic decline since 2010, none have considered the subnational mechanisms driving illiberalism. This study examines the types of... View Details
Keywords: Democracy; Government and Politics; Governing Rules, Regulations, and Reforms; Hungary
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Jakli, Laura, and Matthew Stenberg. "Everyday Illiberalism: How Hungarian Subnational Politics Propel Single-Party Dominance." Governance 34, no. 2 (2021): 315–334.
  • February 26, 2024
  • Article

Making Workplaces Safer Through Machine Learning

By: Matthew S. Johnson, David I. Levine and Michael W. Toffel
Machine learning algorithms can dramatically improve regulatory effectiveness. This short article describes the authors' scholarly work that shows how the U.S. Occupational Safety and Health Administration (OSHA) could have reduced nearly twice as many occupational... View Details
Keywords: Government Experimentation; Auditing; Inspection; Evaluation; Process Improvement; Government Administration; AI and Machine Learning; Safety; Governing Rules, Regulations, and Reforms
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Johnson, Matthew S., David I. Levine, and Michael W. Toffel. "Making Workplaces Safer Through Machine Learning." Regulatory Review (February 26, 2024).
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