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Publications

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    • All HBS Web  (1,085)
      • Faculty Publications  (124)

      Economic ComplexityRemove Economic Complexity →

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      • February 2022
      • Teaching Note

      AptDeco: Circular Economy Furniture Marketplace

      By: Ayelet Israeli
      Teaching Note for HBS Case No. 521-069. AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120... View Details
      Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word Of Mouth; Word-of-mouth Marketing; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; African-American Protagonist; Circular; Peer-to-peer Markets; Furniture Industry; Growth Hacking; Monetization Strategy; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Retention; Growth and Development Strategy; Customer Focus and Relationships; Expansion; Brands and Branding; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
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      Israeli, Ayelet. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Teaching Note 522-078, February 2022.
      • January 2022 (Revised February 2022)
      • Case

      Introducing EVA at ISS: A Better Way to Evaluate CEO Performance and Compensation?

      By: Jonas Heese, Charles C.Y. Wang and James Weber
      In early 2019, Anthony Campagna, the global director of fundamental research at ISS EVA, a unit of the proxy advisory firm Institutional Shareholder Services (ISS), was preparing to release ISS's analyses of public company performance and CEO compensation ahead of Say... View Details
      Keywords: Jobs and Positions; Compensation and Benefits; Performance; Performance Productivity; Measurement and Metrics; Analytics and Data Science; Value; Business or Company Management; Performance Evaluation; Business and Shareholder Relations
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      Heese, Jonas, Charles C.Y. Wang, and James Weber. "Introducing EVA at ISS: A Better Way to Evaluate CEO Performance and Compensation?" Harvard Business School Case 122-061, January 2022. (Revised February 2022.)
      • 2023
      • Working Paper

      Cognitive Uncertainty in Intertemporal Choice

      By: Benjamin Enke and Thomas Graeber
      This paper studies the relevance of cognitive uncertainty – subjective uncertainty over one's utility-maximizing action – for understanding and predicting intertemporal choice. The main idea is that when people are cognitively noisy, such as when a decision is complex,... View Details
      Keywords: Cognitive Uncertainty; Intertemporal Choice; Cognition and Thinking; Complexity; Decision Choices and Conditions
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      Enke, Benjamin, and Thomas Graeber. "Cognitive Uncertainty in Intertemporal Choice." NBER Working Paper Series, No. 29577, December 2021. (R&R at The Quarterly Journal of Economics.)
      • 2021
      • Working Paper

      The Business of K-12 Education in China

      By: Geoffrey Jones and Yuhai Wu
      This working paper examines the evolution of K-12 education in China, especially between 1985 and the present day, drawing extensive interviews with participants in the educational sector. China has been hugely successful in reaching almost 100 percent literacy,... View Details
      Keywords: K-12 Education; China; Real Estate; Early Childhood Education; Performance Evaluation; Teaching; Governing Rules, Regulations, and Reforms; Personal Development and Career; Social Issues; Nonprofit Organizations; Private Sector; Education Industry; Real Estate Industry; China
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      Jones, Geoffrey, and Yuhai Wu. "The Business of K-12 Education in China." Harvard Business School Working Paper, No. 22-022, October 2021.
      • 2021
      • Other Unpublished Work

      Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2

      By: Daniel J. Sturtevant, Carliss Baldwin, Alan MacCormack, Sunny Ahn and Sean Gilliland
      An interrelated set of tools and methods is disclosed for: (1) measuring the relationship between software source code attributes (such as code quality, design quality, test quality, and complexity metrics) and software economics outcome metrics (such as... View Details
      Keywords: Technical Debt; Applications and Software; Economics; Measurement and Metrics; Patents
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      Sturtevant, Daniel J., Carliss Baldwin, Alan MacCormack, Sunny Ahn, and Sean Gilliland. "Computer-Implemented Methods and Systems for Measuring, Estimating, and Managing Economic Outcomes and Technical Debt in Software Systems and Projects: US Patent 11,126,427 B2." Cambridge, MA, September 2021.
      • March 2021 (Revised December 2023)
      • Case

      Capitalism and the Party-State: The People's Republic of China at 70

      By: Meg Rithmire and Courtney Han
      In 2019, the People’s Republic of China (PRC) turned seventy-years-old and became the longest active authoritarian regime in recent history. By then, China was the world’s second largest economy by GDP (after the United States), and a high-technology industrial... View Details
      Keywords: Party-state; Economic Systems; Business and Government Relations; Economy; Society; International Relations; China
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      Rithmire, Meg, and Courtney Han. "Capitalism and the Party-State: The People's Republic of China at 70." Harvard Business School Case 721-040, March 2021. (Revised December 2023.)
      • March 2021 (Revised August 2021)
      • Case

      Nayana Mawilmada: Transforming Urban Development in Sri Lanka

      By: Joshua D. Margolis and Mahima Rao-Kachroo
      In February 2018, Nayana Mawilmada (Nayana), investment head for the Sri Lankan government’s ambitious $40 billion Megapolis project, must weigh an attractive job offer to move from the public sector to the private sector. A massive government project aimed at... View Details
      Keywords: Change Management; Transformation; Decision Making; Public Sector; Experience and Expertise; Strategic Planning; Work-Life Balance; Transportation; Risk and Uncertainty; Power and Influence; Personal Development and Career; Real Estate Industry; Rail Industry; Transportation Industry; South Asia; Sri Lanka; Boston; Virginia; United States
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      Margolis, Joshua D., and Mahima Rao-Kachroo. "Nayana Mawilmada: Transforming Urban Development in Sri Lanka." Harvard Business School Case 421-065, March 2021. (Revised August 2021.)
      • February 2021 (Revised March 2021)
      • Case

      AptDeco: Circular Economy Furniture Marketplace

      By: Ayelet Israeli and Jamie Merkrebs
      AptDeco, a used furniture marketplace, was growing rapidly in the tri-state area. The co-founders were confident that the business model, financial position, and unit economics positioned AptDeco for scaling in the massive $120 billion furniture market, despite its... View Details
      Keywords: E-Commerce Strategy; Mobile; Word-of-Mouth; Word-of-mouth Marketing; Word Of Mouth; Internet Marketing; Growth Strategy; Platform; Platforms; Two Sided Markets; Two-sided Market; Two-sided Marketplace; Two-Sided Markets; Two-sided Network; Black Entrepreneurs; Black Leadership; African Americans; Circular; Peer-to-peer Markets; Furniture Industry; Furniture; Growth Hacking; Monetization Strategy; African-American Protagonist; Growth Management; Marketing Strategy; Entrepreneurship; Digital Platforms; Marketing Channels; Digital Marketing; Consumer Behavior; Acquisition; Growth and Development Strategy; Customer Focus and Relationships; E-commerce; Retail Industry; Consumer Products Industry; Technology Industry; Web Services Industry; United States; North America; New York (city, NY); New York (state, US)
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      Israeli, Ayelet, and Jamie Merkrebs. "AptDeco: Circular Economy Furniture Marketplace." Harvard Business School Case 521-069, February 2021. (Revised March 2021.)
      • January 2021 (Revised June 2021)
      • Case

      Hester Pharmaceuticals (A): A Pricing Dilemma

      By: Dante Roscini and John Masko
      In August 2019, the leadership of Hester Pharmaceuticals (Hester) had a problem. Italy promised to be a key market for their new breakthrough oncology drug Akrozumab, but for almost two years, its single-payer healthcare system had been unable to agree with Hester on a... View Details
      Keywords: Macroeconomics; Trade; Price; Global Range; Global Strategy; Globalized Markets and Industries; Health Care and Treatment; Patents; Monopoly; Negotiation; Business and Government Relations; Risk and Uncertainty; Human Needs; Business Strategy; Commercialization; Pharmaceutical Industry; Italy
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      Roscini, Dante, and John Masko. "Hester Pharmaceuticals (A): A Pricing Dilemma." Harvard Business School Case 721-001, January 2021. (Revised June 2021.)
      • December 2020
      • Article

      The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices

      By: Scott Duke Kominers and Alexander Teytelboym
      Designing marketplaces in complex settings requires both novel economic theory and real-world engineering, often drawing upon ideas from fields such as computer science and operations research. In Discovering Prices, Milgrom (2017) explains the theory and design... View Details
      Keywords: Pricing; Design; Auctions; Market Design; Complexity
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      Kominers, Scott Duke, and Alexander Teytelboym. "The Parable of the Auctioneer: Complexity in Paul R. Milgrom's Discovering Prices." Journal of Economic Literature 58, no. 4 (December 2020): 1180–1196.
      • October 2020
      • Case

      Fiscal Responses to COVID-19

      By: Rawi Abdelal, Rafael Di Tella, Vincent Pons and Galit Goldstein
      For the first half of 2020, the COVID-19 crisis seemed on the verge of spiraling out of control. The business world struggled to figure out what COVID meant for macroeconomics. Extended restrictions limiting human interaction meant an end to normal economic production,... View Details
      Keywords: Fiscal Policy; COVID; COVID-19; Economic Analysis; Economic Downturn; Economic Conditions; Economic Governance; Economic Systems; Economy; Health Pandemics; Finance; Policy; United States; Germany; France; European Union
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      Abdelal, Rawi, Rafael Di Tella, Vincent Pons, and Galit Goldstein. "Fiscal Responses to COVID-19." Harvard Business School Case 721-011, October 2020.
      • 2020
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 3 Transaction Free Zones

      By: Carliss Y. Baldwin
      In Chapter 2 we saw that the most economical locations for transactions in a task network are the so-called thin crossing points—places where transfers are easy to define, count and pay for. However, in many places in the task network, transfers of material, energy,... View Details
      Keywords: Modularity; Information Technology; Organizations
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 3 Transaction Free Zones." Harvard Business School Working Paper, No. 21-031, August 2020.
      • June 2020
      • Article

      Informing Dissent

      By: Hillary Greene and Dennis Yao
      The first part of this commentary argues that because the production of dissent depends on the availability of information, greater attention should focus on government restrictions on access to official information. At no time is this more important than when... View Details
      Keywords: Dissent; Information Monopoly; Economics Of Speech; Freedom Of Information Act (FOIA); Self-censorship; Social Pressure; Information; Government and Politics; Spoken Communication; Society
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      Greene, Hillary, and Dennis Yao. "Informing Dissent." Law, Culture and the Humanities 16, no. 2 (June 2020): 200–212.
      • 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
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      Kerr, William R., and Gorick Ng. "Talent Management and the Future of Work." Harvard Business School Technical Note 820-084, February 2020.
      • January 2020
      • Article

      Compensation Consultants and the Level, Composition, and Complexity of CEO Pay

      By: Kevin J. Murphy and Tatiana Sandino
      We provide fresh evidence regarding the relation between compensation consultants and CEO pay. First, firms that employ consultants have higher-paid CEOs—this result is robust to firm fixed effects and matching on economic and governance variables. Second, while this... View Details
      Keywords: Consultants; Benchmarking; Incentive Pay; Executive Compensation; Complexity; Motivation and Incentives; Governance
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      Murphy, Kevin J., and Tatiana Sandino. "Compensation Consultants and the Level, Composition, and Complexity of CEO Pay." Accounting Review 95, no. 1 (January 2020): 311–341.
      • December 2019
      • Case

      Steemit: A New Social Media?

      By: Ramon Casadesus-Masanell, Alexander White and Karen Elterman
      This case discusses the alternative social media site Steemit, including the principles it was founded on in 2016 and the challenges it faced in 2019. Steemit was a blockchain-based platform that aimed to differentiate itself from other social media companies by... View Details
      Keywords: Decision Making; Decisions; Voting; Economic Systems; Money; Fairness; Values and Beliefs; Goals and Objectives; Digital Platforms; Product Design; Design; Problems and Challenges; Network Effects; Motivation and Incentives; Social and Collaborative Networks; Reputation; Business Strategy; Competition; Internet and the Web; Social Media; Entertainment and Recreation Industry; United States; Virginia; New York (city, NY)
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      Casadesus-Masanell, Ramon, Alexander White, and Karen Elterman. "Steemit: A New Social Media?" Harvard Business School Case 720-428, December 2019.
      • October 2019 (Revised February 2021)
      • Case

      Myanmar: Special Economic Zones

      By: Willy Shih and Dawn Lau
      This case examines four Special Economic Zones in Myanmar. While the country's development had been hobbled by a complex history of military rule, ethnic conflict, and international sanctions, as it pursued liberalization it sought avenues to developing its economy.... View Details
      Keywords: Economic Development; Emerging Economies; Special Economic Zones (SEZs); Development Economics; Developing Countries and Economies; Manufacturing Industry; Energy Industry; Southeast Asia; Myanmar
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      Shih, Willy, and Dawn Lau. "Myanmar: Special Economic Zones." Harvard Business School Case 620-027, October 2019. (Revised February 2021.)
      • July 2019
      • Case

      Instabeat—One More Lap?

      By: Shikhar Ghosh, Nicole Tempest Keller and Alpana Thapar
      This case follows Lebanese entrepreneur, Hind Hobeika, an engineer and competitive swimmer who spends seven years trying to launch a wearable heartrate monitor and motion sensor to help swimmers track their performance while swimming. While the Beirut-based... View Details
      Keywords: Startup; Manufacturing; Prototyping; Female Protagonist; Business Startups; Decision Making; Entrepreneurship; Information Infrastructure; Information Technology; Design; Organizational Culture; United States; Lebanon
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      Ghosh, Shikhar, Nicole Tempest Keller, and Alpana Thapar. "Instabeat—One More Lap?" Harvard Business School Case 820-005, July 2019.
      • March 2019 (Revised June 2019)
      • Case

      Global Sourcing at Nike

      By: Nien-hê Hsieh, Michael W. Toffel and Olivia Hull
      This case explores the evolution of Nike’s global product sourcing strategy, in particular ongoing efforts to improve working conditions at its suppliers’ factories. When the case opens in July 2018, Vice President of Sourcing Amanda Tucker and her colleagues in Nike’s... View Details
      Keywords: Sourcing; Factory Conditions; Trade; Geography; Geographic Scope; Globalized Firms and Management; Corporate Accountability; Corporate Governance; Governance Compliance; Collaborative Innovation and Invention; Innovation Strategy; Labor; Human Capital; Working Conditions; Supply Chain Management; Corporate Social Responsibility and Impact; Organizational Change and Adaptation; Labor and Management Relations; Complexity; Sports Industry; Fashion Industry; Oregon; Portland; Asia; North and Central America
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      Hsieh, Nien-hê, Michael W. Toffel, and Olivia Hull. "Global Sourcing at Nike." Harvard Business School Case 619-008, March 2019. (Revised June 2019.)
      • December 2018
      • Case

      The Nature Conservancy in 2018

      By: Jose B. Alvarez, Forest Reinhardt and Natalie Kindred
      The Nature Conservancy (TNC) is a U.S.-based environmental NGO with $7 billion in assets and a presence in 72 countries in 2018. TNC originated in 1951 as a land trust, acquiring land in order to conserve it. Over the last 20 years, it developed a pragmatic... View Details
      Keywords: Agriculture and Agribusiness Industry; Food and Beverage Industry
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      Alvarez, Jose B., Forest Reinhardt, and Natalie Kindred. "The Nature Conservancy in 2018." Harvard Business School Case 719-054, December 2018.
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