Publications

March 2018
Article

Hospital Budget Systems are Holding Back Innovation

By: Robert S. Kaplan, Michael S. Jellinek and Derek A. Haas

Nearly 800 digital health startups were funded in 2017, an all-time high. Each of the new companies offers the hope of transforming the performance of the U.S. health care system. The audience for such innovation wants to be receptive: A recent American Hospital... View Details

March 2018 (Revised June 2018)
Case

City Year at 30: Toward Long-Term Impact

By: Rosabeth Moss Kanter and James Weber

In 2018, City Year was a 30-year-old nonprofit that recruited and organized teams of young-adult “volunteers” (corps teams) to provide a year of citizen service. It had 3,100 corps members serving in 327 schools located in 28 U.S. cities. In its early decades, City... View Details

Keywords: Education; Service Operations; Nonprofit Organizations; Growth and Development Strategy; Performance Efficiency; Resource Allocation; Change Management; Social Entrepreneurship; Middle School Education; Secondary Education; Philanthropy and Charitable Giving; Human Capital; Growth Management; Service Delivery; Organizational Design; Social Enterprise; Poverty; United States

March 2018
Case

EKOL Logistics: Thinking Outside the Box

By: Willy C. Shih and Esel Çekin

This case describes Ekol, an intermodal transportation and logistics company, and how it manages capacity planning. Its busiest routes linked motor vehicle assemblers in Germany and Turkey with many of their parts suppliers, but it had also developed key links in... View Details

March 2018 (Revised July 2018)
Case

Whole Foods Under Amazon

By: Dennis Campbell, Tatiana Sandino, James Barnett and Christine Snively

In August 2017, Amazon acquired Whole Foods Market for $13.7 billion. Whole Foods was struggling with high costs and faced growing competition from traditional supermarkets offering more organic products. Prior to the acquisition, Whole Foods began rolling out a new... View Details

Keywords: Performance Efficiency; Performance Improvement; Employee Relationship Management; Acquisition; Change Management; Food and Beverage Industry; Retail Industry

March 2018
Case

GiveDirectly

By: John Beshears, Joshua Schwartzstein, Tiffany Y. Chang and Brian J. Hall

How should nonprofits design compensation systems to attract and retain talent? GiveDirectly is a respected charitable organization with an unconventional approach. Instead of spending on traditional aid programs in areas such as health care and food access in... View Details

Keywords: Nonprofits; Charity; Effective Altruism; International Aid; Compensation; Goals; Bonuses; Incentives; GiveDirectly; Compensation and Benefits; Motivation and Incentives; Goals and Objectives; Recruitment; Philanthropy and Charitable Giving

2018
Chapter

Britain: Global Legacy and Domestic Persistence

By: Geoffrey Jones

This chapter explores the British experience in a volume which examines the historical evolution of business groups in developed Western economies. The chapter argues that during the nineteenth century British merchant houses established business groups with... View Details

Keywords: Business Groups; Conglomerates; Globalization; Entrepreneurship; Business History; Organizations; Business Conglomerates; United Kingdom

February 2018
Case

Root Capital and the Efficient Impact Frontier

By: Shawn Cole and Caitlin Reimers Brumme

In 2015 Root Capital, a pioneer in the impact investing space, began to explore how to more systematically integrate impact and financial management. After much deliberation, Root Capital landed on ex-ante rating system for any potential investment that produced a... View Details

Keywords: Measurement and Metrics; Investment; Finance; Performance Efficiency; Boston

February 2018 (Revised October 2019)
Case

HubSpot and Motion AI: Chatbot-Enabled CRM

By: Jill Avery and Thomas Steenburgh

HubSpot, an inbound marketing, sales, and customer relationship management (CRM) software provider, announced that it had acquired Motion AI, a software platform that enabled companies to easily build and deploy chatbots, fueled by artificial intelligence, to interact... View Details

January 2018 (Revised January 2020)
Case

People Analytics at McKinsey

By: Jeffrey T. Polzer and Olivia Hull

A private equity–backed fast food chain has hired McKinsey’s new People Analytics group to help it improve performance. As the final client workshop approaches, Associate Partner Alex DiLeonardo ponders the best way to present the team’s findings, especially those that... View Details

Keywords: Talent and Talent Management; Customer Relationship Management; Forecasting and Prediction; Cost Management; Human Resources; Employees; Recruitment; Retention; Selection and Staffing; Measurement and Metrics; Performance; Performance Capacity; Performance Efficiency; Performance Evaluation; Performance Improvement; Consulting Industry; Service Industry

January 2018
Case

Environmental Technology Fund Partners and E-Leather

By: Vikram S. Gandhi and Aldo Sesia

It is 2014 and Environmental Technologies Fund (ETF) Partners, a UK-based venture capital firm, has an opportunity to invest in a privately held UK company that manufactured engineered composition leather extracted from waste leather using an environmentally friendly... View Details

Keywords: Sustainability; Venture Capital; Investment Strategy; Investment; Strategy; Ownership; Valuation; Energy Conservation; Equity; Technological Innovation; Environmental Sustainability; Performance Efficiency; Manufacturing Industry; Financial Services Industry; United Kingdom

2018
Working Paper

Zig-Zagging Your Way to Transformative Impact

By: V. Kasturi Rangan and Tricia Gregg

Achieving transformative impact has been much discussed by social entrepreneurs, funders, and consultants. These discussions have focused on issues of increasing impact and scale, but often with no clear distinction between the two terms. In order to provide clarity,... View Details

Keywords: Social Entrepreneurship; Performance Efficiency; Growth and Development; Outcome or Result; Strategy

2019
Working Paper

Do Banks Have an Edge?

By: Juliane Begenau and Erik Stafford

Overall, no! We show that the level and time series variation in cash flows for most bank activities are well matched by capital market portfolios with similar interest rate and credit risk to what banks report to hold. Ignoring operating expenses, bank loans earn high... View Details

Keywords: Banks; Market Efficiency; Bank Capital; Bank Debt; CAPM; Banking; Bank Deposits; Bank Funding Advantage; Leverage; Maturity Transformation; Replicating Portfolio; Efficiency; Banks and Banking; Capital Markets; Performance Evaluation; Performance Efficiency; Banking Industry; United States

SSRN

2023
Working Paper

Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill

In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details

Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects

November 2017
Technical Note

21st Century Populism

By: George Serafeim and David Freiberg

While the first decade of the 21st century saw a massive financial crisis that led to significant economic downturn, the second decade saw the rise of political leaders, who built their support upon a political message that championed the common person against the... View Details

Keywords: Populism; Market Efficiency; Market Liberalization; Political Influence; Political Instability; Capital Controls; Partnerships; Coalition; Inequality; Role Of Business In Society; Government Intervention In The Markets; Labor Market; Equality and Inequality; Financial Markets; Social Issues; Immigration; Financial Crisis; Capital Markets; Business and Government Relations

Article

An Invitation to Market Design

By: Scott Duke Kominers, Alexander Teytelboym and Vincent P. Crawford

Market design seeks to translate economic theory and analysis into practical solutions to real-world problems. By redesigning both the rules that guide market transactions and the infrastructure that enables those transactions to take place, market designers can... View Details

Keywords: Matching; Trading; Scrip; Liquidity; Efficiency; Equity; Allocation Rules; Marketplaces; Market Design; Marketplace Matching; Auctions

2017
Working Paper

Identifying Sources of Inefficiency in Health Care

By: Amitabh Chandra and Douglas O. Staiger

In medicine, the reasons for variation in treatment rates across hospitals serving similar patients are not well understood. Some interpret this variation as unwarranted and push standardization of care as a way of reducing allocative inefficiency. However, an... View Details

Keywords: Health Care and Treatment; Performance Efficiency; Performance Productivity; Mathematical Methods

Article

Why Every Organization Needs an Augmented Reality Strategy

By: Michael E. Porter and James E. Heppelmann

While the physical world is three-dimensional, most data is trapped on two-dimensional pages and screens. This gulf between the real and digital worlds prevents us from fully exploiting the volumes of information now available to us. Augmented reality (AR), a set of... View Details

Keywords: Technological Innovation; Innovation Strategy; Organizational Change and Adaptation; Performance Effectiveness