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- 2023
- Working Paper
Applications or Approvals: What Drives Racial Disparities in the Paycheck Protection Program?
By: Sergey Chernenko, Nathan Kaplan, Asani Sarkar and David S. Scharfstein
We use the 2020 Small Business Credit Survey to study the sources of racial disparities in use of the Paycheck Protection Program (PPP). Black-owned firms are 8.9 percentage points less likely than observably similar white-owned firms to receive PPP loans. About 55% of...
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- 2022
- Chapter
Lessons Learned from Support to Business during COVID-19
By: Gabriel Chodorow-Reich, Benjamin Iverson and Adi Sunderam
The authors survey the new federal subsidies and loans provided to businesses in the first year of the pandemic—including the Paycheck Protection Program (PPP), the Economic Injury Disaster Loan (EIDL) program, and aid targeted at specific industries such as airlines...
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- 2021
- Working Paper
Racial Disparities in the Paycheck Protection Program
By: Sergey Chernenko and David S. Scharfstein
Using a large sample of Florida restaurants, we document significant racial disparities in borrowing through the Paycheck Protection Program (PPP) and investigate the causes of these disparities. Black-owned restaurants are 25% less likely to receive PPP loans....
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- 2021
- Working Paper
CRM and AI in Time of Crisis
By: Michelle Y. Lu and Navid Mojir
A crisis can affect the incentives of various players within a firm’s multi-layered sales and marketing organization (e.g., headquarters and branches of a bank). Such shifts can result in sales decisions against the firm’s best interests. Motivated by the backlash to...
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- 2021
- Chapter
Business Continuity Insurance in the Next Disaster
By: Samuel Gregory Hanson, Adi Sunderam and Eric Zwick
This article draws lessons from the business support policies pursued in the COVID-19
pandemic to guide policy design for the next disaster. We contrast the performance
of the Paycheck Protection Program to the Main Street Lending Program to illustrate
how design...
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- October 2021
- Case
Yildiz Holding's Corporate Strategy: Managing Diversification for Growth
By: Juan Alcácer and Esel Çekin
The case opens in May 2018 with Nurtaç Ziyal Afridi, chief strategy and growth officer of Yıldız Holding, a Turkish conglomerate, reflecting on the group’s diversification journey. In ten years, the group had achieved a remarkable growth through diversification: seven...
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- January 2021 (Revised May 2021)
- Case
Amazon Shopper Panel: Paying Customers for Their Data
By: Eva Ascarza and Ayelet Israeli
This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to explore issues in customers’ privacy in the digital age, the value of customers’ own...
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Keywords:
Data Analytics;
Data Privacy;
Data Management;
＂Marketing Analytics＂;
Marketing Communication;
Marketing Research;
Data-driven Management;
E-Commerce Strategy;
Ethical Decision Making;
CRM;
Consumer Protection;
Targeted Advertising;
Targeted Policies;
Data Ownership;
Marketing;
Research;
Marketing Communications;
Analytics and Data Science;
Management;
Customer Relationship Management;
Ethics;
E-commerce;
Retail Industry;
Technology Industry;
United States
- 2023
- Working Paper
When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program
By: Alexander Bartik, Zoë B. Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam
What happens when public resources are allocated by private companies whose objectives may be
imperfectly aligned with policy goals? We study this question in the context of the Paycheck
Protection Program (PPP), which relied on private banks to disburse aid to small...
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- August 6, 2020
- Article
Companies Must Go Beyond Random Acts of Humanitarianism
By: Frank Cooper and Ranjay Gulati
Any organization can write a check or mobilize resources when confronted with a crisis such as the Covid-19 pandemic or a social movement such as Black Lives Matter. But corporate crisis response becomes much more meaningful when stakeholders know that the organization...
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- July 2018
- Article
Reimagining Health Data Exchange: An Application Programming Interface-Enabled Roadmap for India
By: Satchit Balsari, Alexander Fortenko MD, MPH, Joaquin A. Blaya PhD, Adrian Gropper MD, Malavika Jayaram LLM, Rahul Matthan LLM, Ram Sahasranam, Mark Shankar MD, Suptendra N. Sarbadhikari PhD, Barbara Bierer, Kenneth D. Mandl MD, Sanjay Mehendale MD, MPH and Tarun Khanna
In February 2018, the Government of India announced a massive public health insurance scheme extending coverage to 500 million citizens, in effect making it the world’s largest insurance program. To meet this target, the government will rely on technology to...
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- April 2017
- Article
The Effectiveness of U.S. Energy Efficiency Building Labels
By: Omar Isaac Asensio and Magali A Delmas
Information programs are promising strategies to encourage investments in energy efficiency in commercial buildings. However, the realized effectiveness of these programs has not yet been estimated on a large scale. Here we take advantage of a large sample of monthly...
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- February 2016 (Revised March 2017)
- Case
Regulating Radio in the Age of Broadcasting
By: David Moss, Marc Campasano and Colin Donovan
When the Titanic tragically sank on April 15, 1912, potentially life-saving help was delayed as a result of failures in radio communication. In part as a result, Congress moved swiftly to regulate radio, passing the Radio Act of 1912 four months later. Although at...
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- January – February 2011
- Article
Stop Holding Yourself Back
By: Anne Morriss, Robin J. Ely and Frances X. Frei
After working with hundreds of leaders in a wide variety of organizations and in countries all over the globe, the authors found one very clear pattern: when it comes to meeting their leadership potential, many people unintentionally get in their own way. Five barriers...
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- 2009
- Other Unpublished Work
When Does Industrial Policy Work? Evidence from the Brazilian Ethanol Fuel Industry
By: Santiago Mingo and Tarun Khanna
What is the impact of a state-led industrial policy program on entrepreneurial activity, industry evolution, and firm competitiveness? How and when is industrial policy an effective tool to spur the development of an emerging industry? To address these questions, we...
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- January 2009 (Revised April 2009)
- Case
The Canada Pension Plan Investment Board
By: G. Felda Hardymon, Josh Lerner and Ann Leamon
The Canada Pension Plan Investment Board is one of the largest and fastest-growing pools of investment capital in the world and follows an unusually active program of investment management. In the market turmoil of late 2008, Mark Wiseman, Senior Vice President of the...
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- Article
The Causes and Consequences of Industry Self-Policing
By: Jodi L. Short and Michael W. Toffel
Innovative regulatory programs are encouraging firms to police their own regulatory compliance and voluntarily disclose, or "confess," the violations they find. Despite the "win-win" rhetoric surrounding these government voluntary programs, it is not clear why...
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- May 2008
- Article
Coerced Confessions: Self-Policing in the Shadow of the Regulator
By: Jodi L. Short and Michael W. Toffel
As part of a recent trend toward more cooperative relations between regulators and industry, novel government programs are encouraging firms to monitor their own regulatory compliance and voluntarily report their own violations. In this study, we examine how regulatory...
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- January 1994 (Revised August 1994)
- Case
Ocean Spray Cranberries: Environmental Risk Management
Ocean Spray Cranberries, one of the nation's most successful agricultural cooperatives, faces some difficult environmental management problems associated with water usage and wetlands development. Because of federal and state wetlands laws, new bogs for expansion had...
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- October 1988
- Case
Agrico, Inc.: A Software Dilemma
An information systems vice president has one hour to make an ethical decision: should a software program, left inadvertently on the company's computer, be copied and stored? Copying the program would protect clients' assets, but it seems to violate the vendor...
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- Teaching Interest
Business Opportunties in Climate Adaptation
By: John D. Macomber
This is a Short Intensive Program or SIP at Harvard Business School. It’s an optional student offering prior to the formal start of the Spring semester the following week. SIPs tend to cover new material on current topics, to be less formal than the HBS Case Study... View Details