Publications

Web

Finance - Faculty & Research

decision faced by a private equity sponsor. Citation Educators Purchase Related Ivashina, Victoria, and Srimayi Mylavarapu. "Arsenal Capital Partners’ Refinancing of Pinnacle." Harvard Business School Case 225-075, January 2025. Balancing Impact: View Details

December 2002 (Revised October 2006)
Case

Commerce Bank

By: Frances X. Frei and Corey B. Hajim

Commerce Bank has become one of the fastest growing banks in the country, despite having defied conventional wisdom about how to grow deposits. Banks historically have grown either by competing on deposit rates or through acquisitions that expand their deposit base.... View Details

Keywords: Business Model; Design; Growth and Development Strategy; Service Operations; Competition; Banking Industry

Educators

Research Summary

Overview

Paul is primarily interested in studying explainable machine learning (ML), digital transformation, and data science operations. He works on research that explores how stakeholders within organizations can use machine learning to make better decisions. In particular,... View Details

Research Summary

Optimal Contracts under Inequity Aversion with Voluntary Enforcement (with Tilman Borgers)

We analyze contract structure and efficiency in a Moral Hazard model with possibly fairminded agent and principal when the contract is not automatically enforced but this is a voluntary choice by the contracting parties independently. We find that no penalizing... View Details

February 2007 (Revised August 2007)
Case

St. HOPE Academy: The Expansion Decision

St. HOPE is faced with a decision concerning whether or not to expand from Sacramento to New York City. While charter schools are its largest area of activity, founder Kevin Johnson believes that all of St. HOPE's other activities--economic development, civic... View Details

Keywords: Education; Entrepreneurship; Geographic Location; Urban Scope; Adaptation; Expansion; Sacramento; New York (city, NY)

28 Apr 2015
News

Data Science Contest “Keeping it Fresh”: Predict Restaurant Health Scores

Christoph Schiess

Keywords: Real Estate, Hotels, Diversified

May 2008 (Revised May 2008)
Case

Symyx Technologies, Inc.

By: H. Kent Bowen, Courtney Purrington and Thomas D. Perry

Symyx is a science-based company spun out of Berkeley. Its unique materials technology has been exploited for 10 years, but the company needs a new business model. The company concept required the invention of hardware and software to do high throughput materials... View Details

Keywords: Business Model; Transition; Engineering; Technological Innovation; Resource Allocation; Product Development; Partners and Partnerships; Science-Based Business; Information Infrastructure; Applications and Software

2022
Working Paper

How Do Investors Value ESG?

By: Malcolm Baker, Mark Egan and Suproteem K. Sarkar

Environmental, social, and governance (ESG) objectives have risen to near the top of the agenda for corporate executives and boards, driven in large part by their perceptions of shareholder interest. We quantify the value that shareholders place on ESG using a revealed... View Details

Keywords: Investment; Investment Portfolio; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Environmental Sustainability; Governance; Financial Services Industry; United States

April 2024 (Revised February 2025)
Teaching Note

eBee: Affordable Mobility for Africa

By: Ramon Casadesus-Masanell, Gamze Yucaoglu and Jordan Mitchell

Teaching Note for HBS Case No. 724-360.The case opens in March 2023, as Sten van der Ham and Jaap Maljers, CEO and co-founder of eBee, an electric bike (e-bike) company in Africa, are contemplating the different avenues for growth and path to profitability for the... View Details

Keywords: Business Model; Value Creation; Competition; Expansion; Logistics; Profit; Resource Allocation; Corporate Strategy; Business Startups; Growth and Development Strategy; Business Strategy; Product Marketing; Entrepreneurial Finance; Bicycle Industry; Africa; Kenya

2009
Case

What People Want (and How to Predict It)

By: Thomas H. Davenport and Jeanne G. Harris

Historically, neither the creators nor the distributors of cultural products such as books or movies have used analytics -- data, statistics, predictive modeling -- to determine the likely success of their offerings. Instead, companies relied on the brilliance of... View Details

Keywords: Product Development; Creativity; Customer Satisfaction; Forecasting and Prediction; Markets; Business Model; Publishing Industry; Motion Pictures and Video Industry

2012
Working Paper

Platform Competition under Partial Belief Advantage

This paper considers platform competition in a two-sided market that includes buyers and sellers. One of the platforms benefits from a partial belief advantage, in that each side believes that it is more likely that the other side will join the advantaged platform. We... View Details

Keywords: Two-Sided Platforms; Competition; Business Model; Decisions

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17 Dec 2012
Research & Ideas

Teaming in the Twenty-First Century

back to no small degree to people's reluctance to speak up with concerns about models and products that were likely to fail." It's up to leaders, she says, to foster the climate of psychological safety required to overcome that... View Details

Keywords: by Maggie Starvish

March–April 2019
Article

The Dual-Purpose Playbook

By: Julie Battilana, Anne-Claire Pache, Metin Sengul and Marissa Kimsey

Corporations are being pushed to dial down their single-minded pursuit of financial gain and pay closer attention to their impact on employees, customers, communities, and the environment. But changing an organization’s DNA may require upending the existing business... View Details

Keywords: Hybrid Organizing; Business And Society; Organizational Change and Adaptation; Business Model; Goals and Objectives; Organizational Structure; Leadership

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Web

Research Areas - Doctoral

change; business models that address poverty; management of high-performing K-12 public school districts; and financing models for the non-profit sector 12. Technology and Innovation research focuses on... View Details

October 2011
Article

Under Threat: Responses to and the Consequences of Threats to Individuals' Identities

I review and reconceptualize identity threat, defining it as an experience appraised as indicating potential harm to the value, meanings, or enactment of an identity. I also develop a theoretical model and propositions that generate insights into how individuals... View Details

Keywords: Identity; Value; Theory; Organizations; Research

November 2018 (Revised June 2019)
Case

ofo

By: Mitchell Weiss

Dai Wei and his co-founders grew Beijing-based ofo from a school-based startup to a bike-share behemoth in a matter of months, topped an all-out market-share battle fueled with almost $1 billion in venture capital, provided 2 billion bicycle rides, soaked up the... View Details

Educators

Web

Behavioral Finance & Financial Stability

Hanson , Jeremy C. Stein , Adi Sunderam & Eric Zwick OCT 2021 The authors develop models that speak to the goals and design of the government-introduced business lending and corporate bond purchase programs in response to the COVID-19... View Details

December 2017 (Revised April 2018)
Case

Area One Farms

By: Forest Reinhardt, Jose B. Alvarez and Annelena Lobb

In 2017, Joelle Faulkner, CEO of Area One Farms, a Canadian private-equity fund focused on investing in the best Canadian farms and helping them expand, considered the merits and disadvantages of expanding her business to the U.S. While the markets shared some... View Details

Keywords: Expansion; Decision Choices and Conditions; Private Equity; Canada; United States

Educators