Publications

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

10 Feb 2020
In Practice

6 Ways That Emerging Technology Is Disrupting Business Strategy

involving artificial intelligence (AI), data analytics, and the Internet of Things are changing the way business leaders think about strategy. Here’s what they said: 1. Talent and data are more critical than... View Details

Keywords: by Danielle Kost

09 Dec 2019
Research & Ideas

Identify Great Customers from Their First Purchase

Power of Data Pay Attention To Your ‘Extreme Consumers’ On Target: Rethinking the Retail Website What do you think of this research? Share your insights below. View Details

Keywords: by Kristen Senz; Retail; Service

03 Jan 2023
Book

Confront Workplace Inequity in 2023: Dig Deep, Build Bridges, Take Collective Action

your corporate processes.” Questions she might ask of a company during the “dig” process include: What is the company’s pay scale by race, gender, and level? Would it share that data with everyone in the... View Details

Keywords: by Pamela Reynolds

25 Jun 2024
Research & Ideas

How Transparency Sped Innovation in a $13 Billion Wireless Sector

Many businesses are loath to share proprietary information with others, fearing it will undercut their long-term financial prospects. They view openness as a threat to innovation. But a new years-long study of the wireless router industry... View Details

Keywords: by Jay Fitzgerald; Technology

September 2006 (Revised August 2007)
Background Note

The History of Credit Agencies in the United States

By: F. Warren McFarlan and Tracy Manty

Provides a brief background on the history of credit agencies in the United States. Focuses on the mature process of data collection on an American consumer and how credit agencies share the information to determine proper credit risk and worthiness of a consumer. The... View Details

Keywords: Credit; United States

Educators

January 2005 (Revised March 2008)
Case

Kohler Co. (A)

Kohler Co., best known for its plumbing fixtures, is a large, private family firm. As part of a recapitalization aimed at preserving family ownership of Kohler Co., nonfamily shareholders, who held 4% of common stock, were required to sell their shares to the company.... View Details

Keywords: Family Business; Capital Structure; Cash Flow; Stocks; Price; Family Ownership; Business and Shareholder Relations; Valuation

Educators

March–April 2020
Article

Building A Culture of Experimentation

By: Stefan Thomke

Why don’t organizations test more? After examining this question for several years, I can tell you that the central reason is culture. As companies try to scale up their experimentation capacity, they often find that the obstacles are not tools and technology but... View Details

Keywords: Experimentation; Culture; Innovation; Online; Customer Experience; Organizational Culture; Innovation and Invention; Internet and the Web; Attitudes; Decision Making; Change; Leadership

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May 2013
Teaching Note

Coca-Cola: Residual Income Valuation

By: Suraj Srinivasan and Edward J. Riedl

Teaching note for a case of the same title that introduces students to the residual income (also known as the abnormal earnings) valuation model using the firm Coca-Cola. Students are provided with the primary financial statements (through fiscal 2010) and forecast... View Details

Keywords: Valuation; United States

2019
Working Paper

The Gift of Global Talent: Innovation Policy and the Economy

By: William R. Kerr

Talent is the most precious resource for today’s knowledge-based economy, and a significant share of the U.S. skilled workforce in technology fields is foreign born. The United States has long held a leading position in attracting global talent, but the gap to other... View Details

Keywords: Global Talent Flows; Talent and Talent Management; Global Range; Immigration; Policy; Economy

26 May 2022
HBS Case

Apple vs. Feds: Is iPhone Privacy a Basic Human Right?

resolve Although Cook stood by his convictions in the US, other countries posed different challenges. China, for instance, is an important market for Apple. Officials there wanted assurances from the company that it wasn’t sharing its... View Details

Keywords: by Avery Forman

15 Nov 2011
Working Paper Summaries

Engaging Supply Chains in Climate Change

Keywords: by Chonnikarn Fern Jira & Michael W. Toffel

16 May 2023
In Practice

After Silicon Valley Bank's Flameout, What's Next for Entrepreneurs?

While I am sure we will continue to analyze the data to better understand the failure’s impact, my early read is that SVB’s failure—perhaps because the government so quickly stepped in—has not resulted in a startup apocalypse. AI startups... View Details

Keywords: by Avery Forman; Technology; Financial Services

July 2010
Article

Is a Higher Calling Enough? Incentives Effects in the Church

By: Christopher Parsons, J. Hartzell and D. Yermack

We study the compensation and productivity of more than 2,000 Methodist ministers in a 43‐year panel data set. The church appears to use pay‐for‐performance incentives for its clergy, as their compensation follows a sharing rule by which pastors receive approximately... View Details

Keywords: Motivation and Incentives; Organizations; Religion; Performance Evaluation; Compensation and Benefits

Find at Harvard

2016
Working Paper

Reviews, Reputation, and Revenue: The Case of Yelp.com

By: Michael Luca

Do online consumer reviews affect restaurant demand? I investigate this question using a novel dataset combining reviews from the website Yelp.com and restaurant data from the Washington State Department of Revenue. Because Yelp prominently displays a restaurant's... View Details

Keywords: Revenue; Network Effects; Reputation; Social and Collaborative Networks; Food and Beverage Industry; Service Industry; Washington (state, US)

SSRN

03 May 2023
Research & Ideas

Why Confronting Racism in AI 'Creates a Better Future for All of Us'

pretty bad. The present is better than 100 years ago and much better than 200 years ago. Today, the tech world is building AI systems and making decisions that will use human inferences and data built on the past. So instead of mimicking... View Details

Keywords: by Barbara DeLollis

Article

Biosimilars and Follow-On Products in the United States: Adoption, Prices, and Users

By: Ariel Dora Stern, Jacqueline L. Chen, Melissa Ouellet, Mark R. Trusheim, Zeid El-Kilani, Amber Jessup and Ernst R. Berndt

Biologic drugs account for a disproportionate share of the increase in pharmaceutical spending in the U.S. and worldwide. Against this backdrop, many look to the expanding market for biosimilars—follow-on products to biologic drugs—as a vehicle for controlling... View Details

Keywords: Pharmaceuticals; Drug Spending; Drug Pricing; Health Care and Treatment; Spending; Price; Markets; Cost Management; United States

February 2020
Technical Note

Talent Management and the Future of Work

By: William R. Kerr and Gorick Ng

The nature of work is changing—and it is changing rapidly. Few days go by without industry giants such as Amazon and AT&T announcing plans to invest billions of dollars towards retraining nearly half of their respective workforces for jobs of the future. What changes... View Details

Keywords: Human Resource Management; Human Capital Development; Human Resource Practices; Talent; Talent Acquisition; Talent Development; Talent Development And Retention; Talent Management; Talent Retention; Labor Flows; Labor Management; Labor Market; Strategy Development; Strategy Management; Strategy Execution; Strategy And Execution; Strategic Change; Transformations; Organization; Organization Alignment; Organization Design; Organizational Adaptation; Organizational Effectiveness; Management Challenges; Management Of Business And Political Risk; Change Leadership; Future Of Work; Future; Skills Gap; Skills Development; Skills; Offshoring And Outsourcing; Investment; Capital Allocation; Work; Work Culture; Work Force Management; Work/life Balance; Work/family Balance; Work-family Boundary Management; Workers; Worker Productivity; Worker Performance; Work Engagement; Work Environment; Work Environments; Productivity; Organization Culture; Soft Skills; Technology Management; Technological Change; Technological Change: Choices And Consequences; Technology Diffusion; Disruptive Technology; Global Business; Global; Workplace; Workplace Context; Workplace Culture; Workplace Wellness; Collaboration; Competencies; Productivity Gains; Digital; Digital Transition; Competitive Dynamics; Competitiveness; Competitive Strategy; Data Analytics; Data; Data Management; Data Strategy; Data Protection; Aging Society; Diversity; Diversity Management; Millennials; Communication Complexity; Communication Technologies; International Business; Work Sharing; Global Competitiveness; Global Corporate Cultures; Intellectual Property; Intellectual Property Management; Intellectual Property Protection; Intellectual Capital And Property Issues; Globalization Of Supply Chain; Inequality; Recruiting; Hiring; Hiring Of Employees; Training; Job Cuts And Outsourcing; Job Performance; Job Search; Job Design; Job Satisfaction; Jobs; Employee Engagement; Employee Attitude; Employee Benefits; Employee Compensation; Employee Fairness; Employee Relationship Management; Employee Retention; Employee Selection; Employee Motivation; Employee Feedback; Employee Coordination; Employee Performance Management; Employee Socialization; Process Improvement; Application Performance Management; Stigma; Institutional Change; Candidates; Digital Enterprise; Cultural Adaptation; Cultural Change; Cultural Diversity; Cultural Context; Cultural Strategies; Cultural Psychology; Cultural Reform; Performance; Performance Effectiveness; Performance Management; Performance Evaluation; Performance Appraisal; Performance Feedback; Performance Measurement; Performance Metrics; Performance Measures; Performance Efficiency; Efficiency; Performance Analysis; Performance Appraisals; Performance Improvement; Automation; Artificial Intelligence; Technology Companies; Managerial Processes; Skilled Migration; Assessment; Human Resources; Management; Human Capital; Talent and Talent Management; Retention; Demographics; Labor; Strategy; Change; Change Management; Transformation; Organizational Change and Adaptation; Organizational Culture; Working Conditions; Information Technology; Technology Adoption; Disruption; Economy; Competition; Globalization; AI and Machine Learning; Digital Transformation

Educators

June 23, 2021
Article

Research: When A/B Testing Doesn't Tell You the Whole Story

By: Eva Ascarza

When it comes to churn prevention, marketers traditionally start by identifying which customers are most likely to churn, and then running A/B tests to determine whether a proposed retention intervention will be effective at retaining those high-risk customers. While... View Details

Keywords: Customer Retention; Churn; Targeting; Market Research; Marketing; Investment Return; Customers; Retention; Research