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  • 2016
  • Chapter

User-Generated Content and Social Media

By: Michael Luca
This paper documents what economists have learned about user-generated content (UGC) and social media. A growing body of evidence suggests that UGC on platforms ranging from Yelp to Facebook has a large causal impact on economic and social outcomes ranging from... View Details
Keywords: User-generated Content; Crowdsourcing; Design Economics; Internet and the Web; Marketing; Economics; Media; Social Media
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Luca, Michael. "User-Generated Content and Social Media." Chap. 12 in Handbook of Media Economics. Vol. 1B, edited by Simon Anderson, Joel Waldfogel, and David Strömberg. North-Holland Publishing Company, 2016.
  • 2019
  • Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 16 Capturing Value by Controlling Bottlenecks in Open Platform Systems

By: Carliss Y. Baldwin
The purpose of this chapter is to investigate the means by which firms capture value in open platform systems. I begin by arguing that the surplus value created by complementarities within a technical system will be split among the owners of the unique and essential... View Details
Keywords: Open Platforms; Bottlenecks; Flow Production; Value Capture; Disintermediation; Production; Management; Digital Platforms
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 16 Capturing Value by Controlling Bottlenecks in Open Platform Systems." Harvard Business School Working Paper, No. 20-054, November 2019.
  • November 2021
  • Article

Corporate Strategy and the Theory of the Firm in the Digital Age

By: Markus Menz, Sven Kunisch, Julian Birkinshaw, David J. Collis, Nicolai J. Foss, Robert E. Hoskisson and John Prescott
The purpose of this article is to reinvigorate research in the intersection of corporate strategy and the theory of the firm in light of the rapid advancement of digital technologies. Using the theory of the firm as an interpretive lens, we focus our analysis on the... View Details
Keywords: Digitalization; Multi-business Firm; Scale And Scope; Theory Of The Firm; Corporate Strategy; Technological Innovation; Competitive Advantage; Organizational Design; Theory; Research; Digital Transformation
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Menz, Markus, Sven Kunisch, Julian Birkinshaw, David J. Collis, Nicolai J. Foss, Robert E. Hoskisson, and John Prescott. "Corporate Strategy and the Theory of the Firm in the Digital Age." Journal of Management Studies 58, no. 7 (November 2021): 1695–1720.
  • January 1987
  • Article

Posterior Implementability in a Two-person Decision Problem

By: Jerry R. Green and Jean-Jacques Laffont
When a decision rule is implemented using a Bayesian incentive compatible mechanism in which the messages are publicly observable, the players' information is augmented by their observation of each others' strategies. In this paper we study the set of Bayesian... View Details
Keywords: Incentives; Commitment; Mechanism Design; Decision Making; Information
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Green, Jerry R., and Jean-Jacques Laffont. "Posterior Implementability in a Two-person Decision Problem." Econometrica 55, no. 1 (January 1987): 69–94.
  • April 2019 (Revised August 2020)
  • Case

Raksul

By: Scott Duke Kominers, Masahiro Kotosaka, Nobuo Sato and Akiko Kanno
Raksul, 2018 Forbes Japan "Startup of the Year," ran an e-commerce platform drawing upon thousands of individual suppliers. Launched as a business-to-business printing services marketplace, Raksul had recently expanded to operate both a logistics/delivery marketplace... View Details
Keywords: Marketplace Design; B2B; Platform Strategy; Printing; Entrepreneurship; Digital Platforms; Logistics; Advertising; Growth and Development Strategy; Industry Structures; E-commerce; Web Services Industry; Japan
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Kominers, Scott Duke, Masahiro Kotosaka, Nobuo Sato, and Akiko Kanno. "Raksul." Harvard Business School Case 819-115, April 2019. (Revised August 2020.)
  • July–August 2016
  • Article

Beyond the Holacracy Hype: The Overwrought Claims—and Actual Promise—of the Next Generation of Self-Managed Teams

By: Ethan Bernstein, John Bunch, Niko Canner and Michael Lee
Holacracy and other forms of self-organization have been getting a lot of press. Proponents hail them as "flat" environments that foster flexibility, engagement, productivity, and efficiency. Critics say they're naive, unrealistic experiments. We argue, using evidence... View Details
Keywords: Self-Managed Organizations; Self-Managed Teams; Reliability; Adaptability; Holacracy; Organization Design; Organization Structure; Organizational Charts; Organizational Architecture; Organizational Forms; Organizational Design; Organizational Structure; Organizational Change and Adaptation; Performance Effectiveness; Performance Productivity; Management Practices and Processes; Management Systems; Managerial Roles; Human Resources; Apparel and Accessories Industry; Manufacturing Industry; Retail Industry; Public Administration Industry; Technology Industry; North America
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Bernstein, Ethan, John Bunch, Niko Canner, and Michael Lee. "Beyond the Holacracy Hype: The Overwrought Claims—and Actual Promise—of the Next Generation of Self-Managed Teams." Harvard Business Review 94, nos. 7-8 (July–August 2016): 38–49.
  • Oct 2020
  • Conference Presentation

Optimal, Truthful, and Private Securities Lending

By: Emily Diana, Michael J. Kearns, Seth Neel and Aaron Leon Roth
We consider a fundamental dynamic allocation problem motivated by the problem of securities lending in financial markets, the mechanism underlying the short selling of stocks. A lender would like to distribute a finite number of identical copies of some scarce resource... View Details
Keywords: Differential Privacy; Mechanism Design; Finance; Mathematical Methods
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Diana, Emily, Michael J. Kearns, Seth Neel, and Aaron Leon Roth. "Optimal, Truthful, and Private Securities Lending." Paper presented at the 1st Association for Computing Machinery (ACM) International Conference on AI in Finance (ICAIF), October 2020.
  • 2010
  • Working Paper

The Architecture of Complex Systems: Do Core-periphery Structures Dominate?

By: Alan MacCormack, Carliss Y. Baldwin and John Rusnak

Any complex technological system can be decomposed into a number of subsystems and associated components, some of which are core to system function while others are only peripheral. The dynamics of how such "core-periphery" structures evolve and become embedded in a... View Details

Keywords: Innovation and Management; Product Design; Practice; Core Relationships; Software; Information Technology Industry
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MacCormack, Alan, Carliss Y. Baldwin, and John Rusnak. "The Architecture of Complex Systems: Do Core-periphery Structures Dominate?" Harvard Business School Working Paper, No. 10-059, January 2010.
  • June 2022 (Revised January 2025)
  • Technical Note

Causal Inference

By: Iavor I Bojinov, Michael Parzen and Paul Hamilton
This note provides an overview of causal inference for an introductory data science course. First, the note discusses observational studies and confounding variables. Next the note describes how randomized experiments can be used to account for the effect of... View Details
Keywords: Causal Inference; Causality; Experiment; Experimental Design; Data Science; Analytics and Data Science
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Bojinov, Iavor I., Michael Parzen, and Paul Hamilton. "Causal Inference." Harvard Business School Technical Note 622-111, June 2022. (Revised January 2025.)
  • June 2018 (Revised November 2018)
  • Case

Innovation at Insigne Health

By: Srikant M. Datar, Linda A. Cyr and Caitlin N. Bowler
Insigne Health is a fictional for-profit, integrated health insurer/health care provider whose leadership believes that by shifting members’ focus from “sickness” to “well-being” it could increase the overall health of its insured population and decrease the resources... View Details
Keywords: Design Thinking; Behavior Change; Chronic Disease; Health Care; Health Care and Treatment; Design; Behavior; Change; Innovation and Management
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Datar, Srikant M., Linda A. Cyr, and Caitlin N. Bowler. "Innovation at Insigne Health." Harvard Business School Case 118-042, June 2018. (Revised November 2018.)
  • 2015
  • Comment

In the Shadow of the Crowd: A Comment on 'Valve's Way'

By: Carliss Y. Baldwin
There are many ways to exercise authority. Perrow (1986), in his review of March and Simon's Organizations (1958), offers a threefold classification of the ways authority can be exercised in organizations: (1) direct, "fully obtrusive" controls such as giving orders... View Details
Keywords: New Forms Of Organizing; Organizational Forms; Non-hierarchical Organizations; Self-organizing Teams; Boss-less Organizations; Organizational Design; United States
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Baldwin, Carliss Y. "In the Shadow of the Crowd: A Comment on 'Valve's Way'." Journal of Organization Design 4, no. 2 (2015): 5–7.
  • 2017
  • Working Paper

Empowering Bureaucracy: Achieving Non-Hierarchical Control and Employee Autonomy Through Dynamic Formal Roles

By: Michael Lee
Hierarchy and formal structure are conventionally viewed as two tightly coupled dimensions of organization design. As organizations move from more hierarchical to less hierarchical authority structures, they also tend to reduce formal structure. However, organic... View Details
Keywords: Organization Design; Autonomy; Decentralization; Self-Managed Organizations; Formalization; Roles; Organizational Design; Organizational Structure; Management Systems
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Lee, Michael. "Empowering Bureaucracy: Achieving Non-Hierarchical Control and Employee Autonomy Through Dynamic Formal Roles." Working Paper, August 2017.
  • May 2017 (Revised October 2017)
  • Case

Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems

By: Lynda M. Applegate, Terri L. Griffith and Ann Majchrzak
Dirk Ahlborn, co-founder and CEO of Hyperloop Transportation Technologies, Inc. (HTT) looks back at the evolving organizational design and community that allows HTT to be crowd-powered. Since the founding in 2013, HTT has dealt with building an organization with less... View Details
Keywords: Collaboration; Crowdsourcing; Entrepreneurial Finance; Innovation; Organizational Design; Startups; Business Startups; Collaborative Innovation and Invention; Entrepreneurship; Finance; Product Development
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Applegate, Lynda M., Terri L. Griffith, and Ann Majchrzak. "Hyperloop Transportation Technologies: Building Breakthrough Innovations in Crowd-Powered Ecosystems." Harvard Business School Case 817-134, May 2017. (Revised October 2017.)
  • December 2020
  • Case

Tokio Marine Group (A)

By: David J. Collis, Nobuo Sato and Akiko Kanno
Tokio Marine, Japan's leading insurance company, has spent nearly two decades building a global footprint in different insurance businesses around the world. As the company becomes majority non-domestic it has to make a choice of what organisation structure to adopt to... View Details
Keywords: Organisational Design; Culture; Values; Global Strategy; Organizational Structure; Organizational Culture; Values and Beliefs; Insurance Industry; Japan
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Collis, David J., Nobuo Sato, and Akiko Kanno. "Tokio Marine Group (A)." Harvard Business School Case 721-417, December 2020.
  • 2020
  • Working Paper

Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 4 The Mirroring Hypothesis: Linkages Inside and Across Transaction Free Zones

By: Carliss Y. Baldwin
A technology is a specific way to achieve a material goal. It describes a feasible path—a recipe—by which a group of people can arrive at a goal that none could achieve individually. Technical recipes thus require linkages between and among the various contributors to... View Details
Keywords: Modularity; Mirroring Hypothesis; Information Technology; Organizations
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 4 The Mirroring Hypothesis: Linkages Inside and Across Transaction Free Zones." Harvard Business School Working Paper, No. 21-032, August 2020.
  • September 2020
  • Article

Regulatory Sandboxes: A Cure for mHealth Pilotitis?

By: Abhishek Bhatia, Rahul Matthan, Tarun Khanna and Satchit Balsari
Mobile health (mHealth) and related digital health interventions in the past decade have not always scaled globally as anticipated earlier despite large investments by governments and philanthropic foundations. The implementation of digital health tools has suffered... View Details
Keywords: COVID-19; mHealth; Digital Health; Design Thinking; Regulation; Intervention; Regulatory Sandbox; Health Care and Treatment; Technological Innovation; Design; Governing Rules, Regulations, and Reforms; India
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Bhatia, Abhishek, Rahul Matthan, Tarun Khanna, and Satchit Balsari. "Regulatory Sandboxes: A Cure for mHealth Pilotitis?" Journal of Medical Internet Research 22, no. 9 (September 2020).
  • December 2016 (Revised May 2018)
  • Module Note

Strategy Execution Module 15: Using the Levers of Control to Implement Strategy

By: Robert Simons
This module reading pulls together key concepts and techniques from the Strategy Execution series into an integrated model—the levers of control. The four levers are: (1) belief systems, (2) boundary systems, (3) diagnostic control systems, and (4) interactive control... View Details
Keywords: Management Control Systems; Implementing Strategy; Execution; Levers Of Control; Balancing Innovation And Control; Managing Growing Businesses; Turn Around Management; Human Behavior; Organizational Life Cycle; Strategy; Management Systems; Performance; Measurement and Metrics; Management Analysis, Tools, and Techniques; Behavior
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Simons, Robert. "Strategy Execution Module 15: Using the Levers of Control to Implement Strategy." Harvard Business School Module Note 117-115, December 2016. (Revised May 2018.)
  • Research Summary

How and When Does Hierarchy Emerge in Firms?

Despite understanding that formal structure within firms is crucial for maintaining coordination and control as young firms grow, relatively little is systematically known about the initial formation of hierarchy in firms. By exploiting access to a dataset of all... View Details
Keywords: Organization Design; Start-up Growth; Startup Management; Organizational Design; Entrepreneurship; Brazil
  • February 2017
  • Case

Shang Xia: The Creation of a Chinese Luxury Lifestyle Brand

By: Anat Keinan, Sandrine Crener, Jing Xu, Janet Borgerson, Jonathan Schroeder and Zhiyan Wu
The case traces the birth of Shang Xia, a joint venture between the Hermès Group and Chinese designer Jiang Qiong Er. Launched in 2009 in Shanghai, the new brand's core mission is to revive and promote China’s 5,000-year-old cultural heritage and leverage Chinese... View Details
Keywords: Brands and Branding; Marketing Strategy; Product Positioning; Luxury; China
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Keinan, Anat, Sandrine Crener, Jing Xu, Janet Borgerson, Jonathan Schroeder, and Zhiyan Wu. "Shang Xia: The Creation of a Chinese Luxury Lifestyle Brand." Harvard Business School Case 517-032, February 2017.
  • August 1993 (Revised April 1994)
  • Case

Flanders of Springfield

By: Arthur Schleifer Jr.
Flanders is a catalog merchandiser. Various decisions on catalog distribution policy, ordering and inventory policy, and catalog format design are considered. This was a final examination, and serves as a review for a number of topics in the course. View Details
Keywords: Decisions; Policy; Distribution; Product Design; Supply Chain; Mathematical Methods; Consumer Products Industry
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Schleifer, Arthur, Jr. "Flanders of Springfield." Harvard Business School Case 894-005, August 1993. (Revised April 1994.)
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