by William George - Publications - Faculty & Research - Harvard Business School

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2020
Working Paper

A Framework for Product Impact-Weighted Accounts

By: George Serafeim and Katie Trinh

While there has been significant progress in the measurement of an organization’s environmental and social impacts from its operations, metrics to evaluate the impact of products once they come to market lag far behind. In this paper, we provide a framework for... View Details

Keywords: Social Impact; Product Life Cycle; Environment; Sustainability; Measurement; Metrics; Impact Investing; ESG; ESG (Environmental, Social, Governance) Performance; ESG Reporting; Product; Environmental Sustainability; Measurement and Metrics; Framework; Financial Statements

January 2020
Case

Lunchclub: Algorithmic Networking

By: Scott Duke Kominers and George Gonzalez

Algorithmic networking startup Lunchclub coordinates in-person meetings between professionals who would have been unlikely to meet. The company faces marketplace design, growth, and monetization challenges: The executive team has to refine Lunchclub's marketplace... View Details

Keywords: Monetization Strategy; Networking; Business Startups; Marketplace Matching; Market Design; Growth and Development Strategy; Information Industry

January 2020 (Revised March 2020)
Case

Huawei: A Global Tech Giant in the Crossfire of a Digital Cold War

By: William C. Kirby, Billy Chan and John P. McHugh

By 2020, Ren Zhengfei, CEO of Huawei, had transformed the small telephone switch manufacturer he founded in 1987 into a $120 billion telecommunications company poised to lead the lucrative rollout of fifth-generation (5G) cellular networks. However, an emerging... View Details

Keywords: International Strategy; Government And Business; Digital Infrastructure; Political Risk; Information Technology; Infrastructure; Business and Government Relations; Government and Politics; Information Infrastructure; Technology Industry; China; United States

January 2020
Case

SK Group: Social Progress Credits

By: George Serafeim, Ethan Rouen and David Freiberg

SK Group was one of the largest companies South Korea. A family-run conglomerate consisting of around 120 subsidiaries and employing more than 100,000, SK was tightly knit into the fabric of Korean society. SK viewed their future success as contingent upon the strength... View Details

January 2020
Case

Khan Academy 2018 (Abridged)

By: William A. Sahlman and Nicole Tempest Keller

Founded in 2008, Khan Academy was a global educational nonprofit with a mission to provide a free, world-class education for anyone anywhere in the world. By 2018, the organization had expanded into numerous content areas, product areas, and geographic markets.... View Details

Keywords: Entrepreneur; Sustainability; Scaling; Social Entrepreneurship; Nonprofit Organizations; Education; Entrepreneurship; Strategy; Teaching; Education Industry

Article

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III

Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details

Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science

November 2019 (Revised April 2020)
Case

Purple Innovation, Inc.: The Online to Offline Marketing Challenge

By: Elie Ofek and Nakisha Williams

This case focuses on Purple Innovation Inc. (Purple), a company that started out in the Direct to Consumer (DTC) mattress space. In late 2018, after a successful launch and IPO with sales predominantly originating from its website, Purple was looking to sustain its... View Details

Keywords: Offline Sales; Marketing Strategy; Digital Marketing; Growth and Development Strategy; Consumer Products Industry; Retail Industry

November 9, 2019
Article

Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial

By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham

Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.

Setting: The study was conducted within the manuscript review process at the... View Details

Keywords: Conflicts Of Interest; Peer Review; Randomized Controlled Trial; Scientific Publication; Conflict of Interests; Journals and Magazines; Science

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2020
Working Paper

How ESG Issues Become Financially Material to Corporations and Their Investors

By: George Serafeim

Management and disclosure of environmental, social and governance (ESG) issues have received substantial interest over the last decade. In this paper, we outline a framework of how ESG issues become financially material, affecting corporate profitability and valuation.... View Details

November 2019 (Revised January 2020)
Supplement

Taiwan Semiconductor Manufacturing Company Limited: A Global Company's China Strategy (B)

By: William C. Kirby, Billy Chan and Dawn H. Lau

After the legendary founder of Taiwan Semiconductor Manufacturing Company (TSMC) retired, the new chairman had to grapple with fresh challenges related to its China market: a recently opened factory in China had to find ways to reverse its financial loss and meet its... View Details

Keywords: Cross-cultural; Foreign Investment; Government; Business and Government Relations; Globalization; Change Management; Customer Relationship Management; Innovation Strategy; Global Strategy; Leadership; Semiconductor Industry; Taiwan; China

2019
Working Paper

Intelligent Design of Inclusive Growth Strategies

By: Robert S. Kaplan, George Serafeim and Eduardo Tugendhat

Improving corporate engagement with society, as advocated in the Business Roundtable’s 2019 statement, should not be viewed as a zero-sum proposition where attention to new stakeholders detracts from delivering shareholder value. Corporate programs for sustainable and... View Details

Keywords: Inclusion; Sustainability; Performance Measures; Environmental Sustainability; Social Issues; Strategy; Governance; Corporate Social Responsibility and Impact; Business and Stakeholder Relations

2019
Chapter

The Consequences of Mandatory Corporate Sustainability Reporting

By: Ioannis Ioannou and George Serafeim

A key aspect of the governance process inside organizations and markets is the measurement and disclosure of important metrics and information. In this chapter, we examine the effect of sustainability disclosure regulations on firms’ disclosure practices and... View Details

October 2019
Teaching Note

Managing the Future of Work

By: William R. Kerr and Carl Kreitzberg

This teaching note has been prepared to assist instructors with teaching HBS Case Study 818-128 "Managing the Future of Work.' This case has been designed to introduce leaders from various sectors to the Future of Work, and to give them the analytical tools and... View Details

Keywords: Future Of Work; Employment; Technological Innovation; Organizational Change and Adaptation; Change Management; Problems and Challenges; Opportunities

October 2019
Teaching Note

Google: To TVC or Not to TVC?

By: William R. Kerr and Carl Kreitzberg

A Teaching Note for the "Google: To TVC or Not to TVC?" case study (HBS#820-048). The case discusses recent controversies regarding how Google manages temporary help agency workers, workers supplied by vendors, and independent contractors ("TVCs"). Such TVCs reportedly... View Details

October 2019 (Revised March 2021)
Background Note

Modern Automation (B): Robotics

By: William R. Kerr and James Palano

Driven largely by advances in perception and situational awareness, robots in the 2010s were gaining functionality that allowed them to be applied to fundamentally new types of work. The expanding range of new tasks that could be completed by machines had significant... View Details

Keywords: Robotics; Artificial Intelligence; Future Of Work; Technology Commercialization; Information Technology; Commercialization; Employment; AI and Machine Learning

September 2019 (Revised December 2019)
Case

Google: To TVC or Not to TVC?

By: William R. Kerr and Carl Kreitzberg

In late 2018, evidence emerged that many of Google’s temporary help agency workers, vendors, and independent contractors (“TVCs”) were unhappy with the company. TVCs, who reportedly made up 49.95% of Google’s 170,000-person global workforce, had raised concerns of... View Details

September 2019
Technical Note

Care Economy in the U.S. (Primer)

By: Joseph B. Fuller, William R. Kerr, Manjari Raman and Carl Kreitzberg

This case describes how caregiving responsibilities influence American employees, firms, and the broader economy. It details how sociodemographic trends in the late 20th century transformed the way that Americans balance their personal and professional lives, analyzing... View Details

Keywords: Human Resources; Talent and Talent Management; Demographics; Labor; Health Care and Treatment; Family and Family Relationships; Strategy; Management; United States

2019
Working Paper

Decarbonization Factors

By: Alex Cheema-Fox, Bridget LaPerla, George Serafeim, David Turkington and Hui (Stacie) Wang

In the face of accelerating climate change, investors are making capital allocations seeking to decarbonize portfolios by reducing the carbon emissions of their holdings. To understand the performance of portfolio decarbonization strategies and investor behavior... View Details

Keywords: ESG; Investment Management; Factor Investing; Investor Behavior; Climate Change; Environmental Sustainability; Investment; Management

2020
Working Paper

Collusion in Brokered Markets

By: John William Hatfield, Scott Duke Kominers and Richard Lowery

The U.S. residential real estate agency market presents a puzzle for economic theory: commissions on real estate transactions have remained high for decades even though entry is frequent and costs are low. We model the real estate agency market, and other brokered... View Details

Keywords: Real Estate; ＂Repeated Games＂; Collusion; Antitrust; Brokered Markets; Game Theory; Real Estate Industry

2019
White Paper

Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy

By: George Serafeim, T. Robert Zochowski and Jennifer Downing

Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details

Keywords: Impact-Weighted Accounts; IWAI; Background; Economic Systems; Economy; Corporate Social Responsibility and Impact; Measurement and Metrics; Financial Statements

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