Publications

2021
Working Paper

Accounting for Workforce Impact at Scale

By: Adel Fadhel, Katie Panella, Ethan Rouen and George Serafeim

Using new data on workforce composition and wages, we systematically measure the employment impact at U.S. firms from 2008 to 2020, including 2,682 unique firms and 22,322 firm-year observations. We document significant variation across industries and firms within each... View Details

Keywords: Impact Accounting; ESG; Employee Turnover; Wages; Employment; Measurement and Metrics; Human Capital; Diversity; United States

02 Nov 2020
Working Paper Summaries

Accounting for Organizational Employment Impact

Keywords: by David Freiberg, Katie Panella, George Serafeim, and T. Robert Zochowski

April 2021
Exercise

Valuing Employment Exercise

By: George Serafeim, Ethan Rouen and Katie Panella

The Valuing Employment exercise can be used to show the importance of impact measurement in designing incentives and contracts. The exercise has two phases. In the first phase, participants play the role of managers at the State of Massachusetts Infrastructure... View Details

Keywords: Bid Evaluation; Workforce; Impact Measurement; Bids and Bidding; Contracts; Design; Measurement and Metrics

Purchase

2021
Working Paper

Measuring Employment Impact: Applications and Cases

By: Katie Panella and George Serafeim

Applying the Impact-Weighted Accounts Initiative’s employment impact methodology on eight leading companies, we document wide variability in employment impacts as a percentage of salaries paid, ranging between 59 and 80 percent. We identify opportunities for... View Details

Keywords: Impact Measurement; Employee Compensation; Accounting; Employees; Labor; Well-being; Diversity; Wages; Compensation and Benefits

2010
Chapter

The Impact of Employer Matching on Savings Plan Participation under Automatic Enrollment

By: John Beshears, James J. Choi, David Laibson and Brigitte C. Madrian

Existing research has documented the large impact that automatic enrollment has on savings plan participation. All the companies examined in these studies, however, have combined automatic enrollment with an employer match. This raises a question about how effective... View Details

Keywords: Motivation and Incentives; Consumer Behavior; Personal Finance; Investment Funds; Microeconomics; Compensation and Benefits

16 Nov 2011
Working Paper Summaries

Private Equity and Employment

Keywords: by Steven J. Davis, John C. Haltiwanger, Ron S. Jarmin, Josh Lerner & Javier Miranda

11 Sep 2017
Research & Ideas

Why Employers Favor Men

than odd-month employers were. In fact, when birth month was the consideration, rather than gender, the difference was even bigger, with odd-month employers hiring even-month workers only 30 percent of the... View Details

Keywords: by Dina Gerdeman

2017
Working Paper

Patent Trolls and Small Business Employment

By: Ian Appel, Joan Farre-Mensa and Elena Simintzi

We analyze how frivolous patent-infringement claims made by “patent trolls” affect small firms’ ability to create jobs, raise capital, and survive. Our identification strategy exploits the staggered passage of anti-patent-troll laws at the state level. We find that the... View Details

Keywords: Patent Trolls; Patents; Small Business; Employment; Venture Capital

28 Feb 2021
Working Paper Summaries

Measuring Employment Impact: Applications and Cases

Keywords: by Katie Panella and George Serafeim

2013
Working Paper

Skilled Immigration and the Employment Structures of U.S. Firms

By: Sari Pekkala Kerr, William R. Kerr and William F. Lincoln

We study the impact of skilled immigrants on the employment structures of U.S. firms using matched employer-employee data. Unlike most previous work, we use the firm as the lens of analysis to account for a greater level of heterogeneity and the fact that many skilled... View Details

Keywords: H-1B; Firms; Scientists; Engineers; Inventors; Age; Employment; Competency and Skills; Immigration; United States

July 2015
Article

Skilled Immigration and the Employment Structures of U.S. Firms

By: Sari Pekkala Kerr, William R. Kerr and William F. Lincoln

We study the impact of skilled immigrants on the employment structures of U.S. firms using matched employer-employee data. Unlike most previous work, we use the firm as the lens of analysis to account for a greater level of heterogeneity and the fact that many skilled... View Details

Keywords: Firms; Scientists; Engineers; Inventors; H-1B; Age; Employment; Immigration; United States

December 2020
Article

The Employment Effects of Faster Payment: Evidence from the Federal Quickpay Reform

By: Jean-Noel Barrot and Ramana Nanda

We study the impact of Quickpay, a federal reform that indefinitely accelerated payments to small business contractors of the U.S. government. We find a strong direct effect of the reform on employment growth at the firm level. Importantly, however, we also... View Details

Keywords: Small Business; Employment; Business and Government Relations; Governing Rules, Regulations, and Reforms

Find at Harvard

15 Sep 2020
Working Paper Summaries

State and Local Government Employment in the COVID-19 Crisis

Keywords: by Daniel Green and Erik Loualiche

August 2012
Supplement

William Jeffrey: Performance at Bay Colony (B)

By: Lena G. Goldberg

The decision-making process, policies and procedures, and legal obligations of the Board, the company's inside counsel and the company's outside counsel are explored in connection with on-boarding, investigating alleged misconduct of, and terminating a company's CEO,... View Details

Keywords: Leadership And Managing People; Employment Law; Business or Company Management; Law; Leadership; Governing and Advisory Boards; Employment; Corporate Governance; Financial Services Industry; Massachusetts

July 2022
Article

The Pass-Through of Uncertainty Shocks to Households

By: Marco Di Maggio, Amir Kermani, Rodney Ramcharan, Vincent Yao and Edison Yu

Using new employer-employee matched data, this paper investigates the impact of uncertainty, as measured by idiosyncratic stock market volatility, on individual outcomes. We find that firms provide at best partial insurance to their workers. An increase in firm-level... View Details

Keywords: Employment Risk; Consumption; Employment; Risk and Uncertainty; System Shocks; Insurance; Household; Spending

August 2012
Case

William Jeffrey at Bay Colony: On-Boarding (A)

By: Lena G. Goldberg

The decision-making process, policies and procedures, and legal obligations of the Board, the company's inside counsel and the company's outside counsel are explored in connection with on-boarding, investigating alleged misconduct of, and terminating a company's CEO,... View Details

Keywords: Leadership And Managing People; Employment Law; Business or Company Management; Law; Leadership; Governing and Advisory Boards; Employment; Corporate Governance; Financial Services Industry; Massachusetts

Educators

August 2012
Supplement

William Jeffrey: Departing Bay Colony (C)

By: Lena G. Goldberg

The decision-making process, policies and procedures, and legal obligations of the Board, the company's inside counsel and the company's outside counsel are explored in connection with on-boarding, investigating alleged misconduct of, and terminating a company's CEO,... View Details

Keywords: Leadership And Managing People; Employment Law; Corporate Governance; Governing and Advisory Boards; Resignation and Termination; Governance Compliance; Leadership; Insurance Industry; Financial Services Industry; United States