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May 2012
Article

Global, Local, and Contagious Investor Sentiment

By: Malcolm Baker, Jeffrey Wurgler and Yu Yuan

We construct investor sentiment indices for six major stock markets and decompose them into one global and six local indices. In a validation test, we find that relative sentiment is correlated with the relative prices of dual-listed companies. Global sentiment is a... View Details

Keywords: Business and Shareholder Relations; Globalization; Stocks; Markets; Capital; Financial Services Industry

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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

2025
Book

After the Idea: What It Really Takes to Create and Scale a Startup

By: Julia Austin

A lot of entrepreneurs are great at the idea part but do not anticipate the details required to actually run and scale a new venture. Drawing on my experience at renowned startups like Akamai Technologies, VMware, and DigitalOcean and the hundreds of founders and... View Details

Keywords: Entrepreneurship; Business Startups; Business Plan; Growth and Development Strategy; Business or Company Management

October 2022 (Revised January 2025)
Case

Founders First Capital Partners: An Approach to Capital Access Equity

By: Brian Trelstad, Mel Martin and Amy Klopfenstein

In June 2021, Kim T. Folsom, the founder and CEO of revenue-based financing firm Founders First Capital Partners (FFCP), must decide whether to issue another loan to OnShore Technology Group, an up-and-coming software validation company. FFCP provided revenue-based... View Details

Keywords: Finance; Financial Instruments; Financing and Loans; Interest Rates; Investment Return; Revenue; Capital; Financial Services Industry; North and Central America; United States

January 2020
Article

Rethinking Measurement of Pay Disparity and Its Relation to Firm Performance

By: Ethan Rouen

I develop measures of firm-level pay disparity and examine their relation to firm performance. Using comprehensive compensation data for a large sample of firms, I find no statistically significant relation between the ratio of CEO-to-mean employee compensation and... View Details

Keywords: Pay Disparity; Pay Ratio; CEO Pay Ratio; Income Inequality; Executive Compensation; Employees; Wages; Equality and Inequality; Business Ventures; Performance

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Fall 2016
Article

The Integrity of Private Third-party Compliance Monitoring

By: Jodi L. Short and Michael W. Toffel

Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details

Keywords: Regulation; Compliance; Compliance Policies; Conflict Of Interest; Independent Third Party; Inspection; Audit Quality; Auditor; Audit; Environment; Safety; Conflict of Interests; Working Conditions; Labor; Corporate Social Responsibility and Impact; Governance Compliance; Accounting Audits

2015
Working Paper

The Integrity of Private Third-party Compliance Monitoring

By: Jodi L. Short and Michael W. Toffel

Government agencies are increasingly turning to private, third-party monitors to inspect and assess regulated entities’ compliance with law. The integrity of these regulatory regimes rests on the validity of the information third-party monitors provide to regulators.... View Details

2023
Working Paper

Design-Based Confidence Sequences: A General Approach to Risk Mitigation in Online Experimentation

By: Dae Woong Ham, Michael Lindon, Martin Tingley and Iavor Bojinov

Randomized experiments have become the standard method for companies to evaluate the performance of new products or services. In addition to augmenting managers’ decision-making, experimentation mitigates risk by limiting the proportion of customers exposed to... View Details

Keywords: Performance Evaluation; Research and Development; Analytics and Data Science; Consumer Behavior

March 2020
Case

SRS and the Defense Innovation Unit: Rethinking Procurement

By: Paul A. Gompers and David Lane

SRS and the Defense Innovation Unit (DIU) follows the process by which SRS, a lean maker of remotely-operated submersible vehicles, navigates the DIU’s acquisition process. Set up in 2015 to speed the U.S. military’s access to promising commercial technologies, the DIU... View Details

Keywords: Procurement; Defense Innovation Unit; Business Startups; Acquisition; Technological Innovation; Investment; Commercialization; United States

09 Feb 2007
Working Paper Summaries

Do Corporate Social Responsibility Ratings Predict Corporate Social Performance?

Keywords: by Aaron K. Chatterji, David I. Levine & Michael W. Toffel

Research Summary

Overcoming Large-N, Small-T Issues in Asset Pricing Tests

The large-N, small-T (i.e. large cross-section, short time series) nature of our asset data presents serious estimation problems for empirical asset pricing. In response, the literature tests asset pricing models against 10-25 test assets or portfolios. A... View Details

April 2015
Article

Measuring Teamwork in Health Care Settings: A Review of Survey Instruments

By: Melissa Valentine, Ingrid M. Nembhard and Amy C. Edmondson

Background: Teamwork in health care settings is widely recognized as an important factor in providing high quality patient care. However, the behaviors that comprise effective teamwork, the organizational factors that support teamwork, and the relationship... View Details

Keywords: Teamwork; Psychometric Properties; Survey Instruments:; Measurement and Metrics; Surveys; Groups and Teams; Health Care and Treatment; Health Industry

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Research Summary

Thin Slices of Teams with Professor Jeff Polzer, Patricia Satterstrom, and Lisa Kwan

How do people evaluate team effectiveness from short observations of interactions among team members? What are the cues people take in in such narrow windows of experience? What contributes to the accuracy of evaluations based on thin slices of... View Details

Fall 2012
Article

Innovation Strategy and Entry Deterrence

By: Ozge Turut and Elie Ofek

We model an incumbent's decision to pursue radical or incremental innovation when facing a rival entrant. The radical innovation may yield lucrative financial returns but entails significant technological and market-related uncertainties. It is also particularly... View Details

Keywords: Competition; Innovation Strategy; Risk and Uncertainty; Markets; Mathematical Methods

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2024
Working Paper

People, Practices, and Productivity: A Review of New Advances in Personnel Economics

By: Mitchell Hoffman and Christopher T. Stanton

This chapter surveys recent advances in personnel economics. We begin by presenting evidence showing substantial and persistent productivity variation among workers in the same roles. We discuss new research on incentives and compensation; hiring practices; the... View Details

Keywords: Employees; Labor

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December 1996 (Revised June 1998)
Case

Midnight Networks, Inc.

By: H. Kent Bowen and Marilyn Matis

Midnight Networks, Inc., is a small computer network validation company. This case describes how the five founders built their business from operations earnings and how they established "best practices" operational processes to run their firm successfully. Operational... View Details

Keywords: Corporate Entrepreneurship; Business or Company Management; Operations; Organizational Culture; Applications and Software; Business Startups; Business Growth and Maturation; Information Technology Industry; Massachusetts

Beyond Their Funds, How Can Your Investors Be Helpful?

An entrepreneur recently said to me “When it gets really hard, I feel like I’m doing it wrong.” She went on to say that sometimes she’s not sure how her investors could be helpful — even if it’s just validating what’s hard vs. advising on how to work through... View Details

February 2013
Supplement

The Pritzker Architecture Prize: Building Value (B)

By: Mukti Khaire and Eleanor Kenyon

The case provides a history of the architectural profession and the Pritzker Prize and also describes the role of prizes in validating innovations and making them acceptable and valuable in creative industries. By providing their imprimatur, coveted Prizes with good... View Details

Keywords: Architecture; Innovation; History; Valuation; United States

February 2013
Case

The Pritzker Architecture Prize: Building Value (A)

By: Mukti Khaire and Eleanor Kenyon

The case provides a history of the architectural profession and the Pritzker Prize and also describes the role of prizes in validating innovations and making them acceptable and valuable in creative industries. By providing their imprimatur, coveted Prizes with good... View Details

Keywords: Architecture; Value Drivers; Innovation; History; United States

January 2020
Case

Celata Bioinnovations

By: John R. Wells and Benjamin Weinstock

In December 2019, Jon Hu (HBS ‘19) and Dr. Samantha Dale Strasser, co-founders of Celata Bioinnovations, were raising $1 million to launch their company. They had founded Celata less than six months earlier with the aim of redefining the drug discovery process.... View Details

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