Publications

September 2018
Case

ProdEng: Services for Oil & Gas Extraction

By: Frank V. Cespedes, Maria Fernanda Miguel and Mariana Cal

ProdEng is a venture created as part of a PE fund and provides oil field services in Argentina. In 2016, an industry-wide unforeseen oil and gas demand slump drove ProdEng’s average service rates down by more than 37%, with EBITDA margins falling from 50% to 24% in the... View Details

Keywords: Pricing; Entrepreneurship; Sales; Marketing; Price; Strategy; Latin America; Argentina

January 2011
Case

The Risk-Reward Framework at Morgan Stanley Research

By: Suraj Srinivasan and David Lane

The case describes the Risk-Reward framework that Morgan Stanley analysts use as a systematic approach to communicate a broader range of fundamental insights about a company rather than the traditional single point estimates. The goal of the framework is to focus the... View Details

Keywords: Financial Statements; Forecasting and Prediction; Equity; Framework; Management Analysis, Tools, and Techniques; Risk Management; Business Processes; Research; Valuation

February 2010 (Revised January 2014)
Case

Tennant Company

By: Toby E. Stuart, Lynda M. Applegate and James Weber

Tennant, a leading producer of floor cleaning equipment, must determine how to create, finance, structure, staff, govern, measure, and manage a new venture for developing a fundamentally new product line. In 2005, Tennant Company had developed an innovative,... View Details

Keywords: Business Startups; Change Management; Corporate Entrepreneurship; Disruptive Innovation; Product Development; Organizational Design; Organizational Structure; Research and Development

TeachingInterests

Digital Innovation and Transformation – MBA Elective Curriculum

By: Feng Zhu

Digital Innovation and Transformation is designed to equip students to confidently help conceive, lead and execute digital innovation initiatives and develop new business models for existing and insurgent organizations. The basic premise of the course... View Details

2022
Article

Exploring Counterfactual Explanations Through the Lens of Adversarial Examples: A Theoretical and Empirical Analysis.

By: Martin Pawelczyk, Chirag Agarwal, Shalmali Joshi, Sohini Upadhyay and Himabindu Lakkaraju

As machine learning (ML) models become more widely deployed in high-stakes applications, counterfactual explanations have emerged as key tools for providing actionable model explanations in practice. Despite the growing popularity of counterfactual explanations, a... View Details

Keywords: Machine Learning Models; Counterfactual Explanations; Adversarial Examples; Mathematical Methods

2014
Article

Attentional Rhythm: A Temporal Analogue of Object-Based Attention

By: Julian De Freitas, Brandon Liverence and Brian J. Scholl

The underlying units of attention are often discrete visual objects. Perhaps the clearest form of evidence for this is the same-object advantage: Following a spatial cue, responses are faster to probes occurring on the same object than they are to probes occurring on... View Details

Keywords: Object-based Attention; Rhythm; Music Perception; Auditory Perception

March 2017
Article

Risky Business: When Humor Increases and Decreases Status

By: T. B. Bitterly, A.W. Brooks and M. E. Schweitzer

Across eight experiments, we demonstrate that humor can influence status, but attempting to use humor is risky. The successful use of humor can increase status in both new and existing relationships, but unsuccessful humor attempts (e.g., inappropriate jokes) can harm... View Details

Keywords: Status and Position; Behavior; Groups and Teams; Perception

Find at Harvard

October 2007 (Revised May 2008)
Case

Transforming Korea Inc: Financial Crisis and Institutional Reform

By: Laura Alfaro and Renee Kim

South Korea, as one of the Asian "tiger" economies, transformed itself into the world's 11th largest economy and major exporter by 1996, emerging from being one of the lowest income countries in the region back in the 1960s. Yet one year later in 1997, Korea was swept... View Details

Keywords: Development Economics; Financial Crisis; Governing Rules, Regulations, and Reforms; Business and Government Relations; South Korea

June 2002 (Revised October 2002)
Case

Renewing Germany: Kohl's Legacy and Schroder's Dilemma

By: Huw Pill, Michael Linse, Marie-Anne Popp and Ingrid Vogel

The German economy has long been seen as the locomotive of European (and, on occasion, global) growth. Germany appeared to weather the stagflation of the 1970s more successfully than many other economies, and reunification in 1990 appeared to present opportunities for... View Details

Keywords: Macroeconomics; Economy; Policy; Germany

2018
Other Teaching and Training Material

Finance Reading: Corporate Governance

By: John Coates and Suraj Srinivasan

Core Curriculum Readings in Finance cover the fundamental concepts, theories, and frameworks in finance. This reading presents an overview of corporate governance, focusing on for-profit businesses that are privately owned by dispersed investors—that is, not owned by a... View Details

Keywords: Finance; Corporate Governance; For-Profit Firms; Private Ownership; Conflict of Interests

2014
Working Paper

Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches

By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang

Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details

Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Analytics and Data Science; Internet and the Web; Mathematical Methods; Corporate Finance

SSRN

2012
Book

The Rate and Direction of Inventive Activity Revisited

By: Josh Lerner and Scott Stern

While the importance of innovation to economic development is widely understood, the conditions conducive to it remain the focus of much attention. This volume offers new theoretical and empirical contributions to fundamental questions relating to the economics of... View Details

Keywords: Technological Innovation; Opportunities; Nonprofit Organizations; Resource Allocation; Economic Growth; Research and Development

Find at Harvard

While the importance of innovation to economic development is widely understood, the conditions conducive to it remain the focus of much attention. This volume offers new theoretical and empirical contributions to fundamental questions relating to the economics of... View Details

2020
Book

Work, Mate, Marry, Love: How Machines Shape Our Human Destiny

By: Debora L. Spar

Covering a time frame that ranges from 8000 BC to the present, and drawing upon both Marxist and feminist theories, the book argues that nearly all the decisions we make in our most intimate lives—whom to marry, how to have children, how to have sex, how to think about... View Details