Publications

Program

Competing in the Age of Digital Platforms

a competitive advantage Understand the core fundamentals of how to launch and maintain a platform business that outperforms digital and conventional competitors in the United States, China, and other global markets Identify how to leverage View Details

Article

Beyond Statistics: The Economic Content of Risk Scores

By: Liran Einav, Amy Finkelstein, Raymond Kluender and Paul Schrimpf

"Big data" and statistical techniques to score potential transactions have transformed insurance and credit markets. In this paper, we observe that these widely-used statistical scores summarize a much richer heterogeneity, and may be endogenous to the context in which... View Details

Keywords: Analytics and Data Science; Risk and Uncertainty; Insurance Industry

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30 Jan 2018
Working Paper Summaries

Credit Supply Shocks, Network Effects, and the Real Economy

Keywords: by Laura Alfaro, Manuel García, and Enrique Moral-Benito

December 2014
Supplement

Interview with Anders Byriel and Mads Nygård: Kvadrat

By: Boris Groysberg and Sarah L. Abbott

Anders Byriel, CEO of the family-owned Danish textiles company, Kvadrat, and Mads Nygård, SVP of Strategy & Organization at Kvadrat, discuss the challenges and opportunities faced by the company. They elaborate on areas covered in the case including: 1.) Asia; 2.) Soft... View Details

Keywords: General Management; Organization Behavior; Strategy; Performance Management; Leadership; Business or Company Management; Growth and Development Strategy; Management Practices and Processes; Human Resources; Manufacturing Industry; Denmark

October 1996 (Revised January 1997)
Case

MacTemps: Building Commitment in the Interim Workforce

MacTemps is a provider of temporary workers skilled in computer graphics and database management. Unlike many temporary agencies that treat temps as a commodity, MacTemps has attempted to build relationships with temps through offering benefits and training. This case... View Details

Keywords: Selection and Staffing; Organizational Design; Personal Development and Career; Information Technology Industry; Employment Industry

06 Jan 2015
News

Wanted: The IT-enabled Health Professional

26 Jul 2021
News

The Best Business Startup Ebooks

01 Apr 2019
News

Current H-1B Visa Policies Darken IT Talent Outlook

08 Aug 2023
Research & Ideas

Black Employees Not Only Earn Less, But Deal with Bad Bosses and Poor Conditions

conditions. While such reviews are published anonymously, Zhang cross-referenced the data with a government database from the Equal Employment Opportunity Commission that lists the racial percentages of employees at all US companies with... View Details

Keywords: by Michael Blanding

January 2021
Case

Bespoken Spirits: Disrupting Distilling

By: Benjamin C. Esty and Daniel Fisher

On October 7, 2020, Bespoken Spirits publicly announced it had received $2.6 million of seed funding for its “sustainable maturation process,” a process that could produce award-winning whiskeys in just days rather than years using a novel technology and data science. ... View Details

Keywords: Business Ventures; Business Strategy; Competitive Advantage; Disruption; Entrepreneurship; Environmental Sustainability; Cash Flow; Disruptive Innovation; Innovation Strategy; Brands and Branding; Business Model; Consumer Products Industry; Food and Beverage Industry; Service Industry; United States; California

2022
White Paper

Census II of Free and Open Source Software - Application Libraries

By: Frank Nagle, James Dana, Jennifer Hoffman, Steven Randazzo and Yanuo Zhou

Produced in partnership with Harvard Laboratory for Innovation Science (LISH) and the Open Source Security Foundation (OpenSSF), Census II is the second investigation into the widespread use of Free and Open Source Software (FOSS). The Census II effort utilizes data... View Details

Keywords: Open Source Software; Applications and Software; Cybersecurity; Open Source Distribution

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21 Nov 2008
Working Paper Summaries

Applicant and Examiner Citations in U.S. Patents: An Overview and Analysis

Keywords: by Juan Alcacer

Winter 2020
Article

The Economics of Maps

By: Abhishek Nagaraj and Scott Stern

For centuries, maps have codified the extent of human geographic knowledge and shaped discovery and economic decision-making. Economists across many fields, including urban economics, public finance, political economy, and economic geography, have long employed maps,... View Details

Keywords: Maps; Economic Geography; Geography; Economics; History

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2011
Working Paper

The Impact of Forward-Looking Metrics on Employee Decision Making

By: Pablo Casas-Arce, F. Asis Martinez-Jerez and V.G. Narayanan

This paper analyzes the effects of providing forward-looking metrics on employee decision making. We use data from a southern European bank that, in April 2002, started providing its branch managers with customer lifetime value (CLV) information about mortgage... View Details

Keywords: Customer Value and Value Chain; Decision Choices and Conditions; Mortgages; Employees; Information; Knowledge Use and Leverage; Service Delivery; Banking Industry; Europe

Article

Market Heterogeneity and Local Capacity Decisions in Services

By: Dennis Campbell and Frances X. Frei

We empirically document factors that influence how local operating managers use discretion to balance the tradeoff between service capacity costs and customer sensitivity to service time. Our findings, using data from one of the largest financial services providers in... View Details

Keywords: Customer Satisfaction; Cost; Standards; Service Delivery; Service Operations; Performance Capacity; Performance Productivity; Financial Services Industry; United States

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2025
Working Paper

Dynamic Personalization with Multiple Customer Signals: Multi-Response State Representation in Reinforcement Learning

By: Liangzong Ma, Ta-Wei Huang, Eva Ascarza and Ayelet Israeli

Reinforcement learning (RL) offers potential for optimizing sequences of customer interactions by modeling the relationships between customer states, company actions, and long-term value. However, its practical implementation often faces significant challenges.... View Details

Keywords: Dynamic Policy; Deep Reinforcement Learning; Representation Learning; Dynamic Difficulty Adjustment; Latent Variable Models; Customer Relationship Management; Customer Value and Value Chain; Foreign Direct Investment; Analytics and Data Science

SSRN

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February 2001 (Revised April 2001)
Background Note

Note on Valuing Private Businesses

By: Dwight B. Crane and Indra Reinbergs

This case provides a brief overview of valuation for owners of closely held companies. The focus is on a comparable transactions approach, although rules of thumb and discounted cash flow are mentioned. Earnings multiples and their drivers are discussed. It uses... View Details

Keywords: Earnings Management; Finance; Cash Flow; Analytics and Data Science; Private Ownership; Valuation