Publications

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2021
Working Paper

The Value of Data and Its Impact on Competition

By: Marco Iansiti

Common regulatory perspective on the relationship between data, value, and competition in online platforms has increasingly centered on the volume of data accumulated by incumbent firms. This view posits the existence of "data network effects," where more data leads to... View Details

Keywords: Online Platforms; Data Network Effects; Analytics and Data Science; Value; Competition; Digital Platforms

SSRN

Article

Two-Sided Platforms: Product Variety and Pricing Structures

By: Andrei Hagiu

This paper provides a new modeling framework to analyze two-sided platforms connecting producers and consumers. In contrast to the existing literature, indirect network effects are determined endogenously, through consumers' taste for variety and producer competition.... View Details

Keywords: Pricing Structure; Indirect Network Effects; Product Variety; Price; Network Effects; Two-Sided Platforms; Product; Renting or Rental; Competition

26 Oct 2010
Working Paper Summaries

When Does a Platform Create Value by Limiting Choice?

Keywords: by Ramon Casadesus-Masanell & Hanna W. Halaburda; Entertainment & Recreation; Technology

Web

Networking Events - Recruiting

Hire Talent Networking Events Hire Talent Networking Events Post your event on our recruiting platform 12twenty to effectively connect with HBS... View Details

September 2014 (Revised January 2015)
Module Note

Building Effective Working Relationships

By: Lakshmi Ramarajan

This note introduces a framework for deliberately building effective interpersonal relationships. First, we will define the necessary attributes of these relationships. Next, we will discuss common barriers to effectiveness. Lastly, we will provide tools to build and... View Details

Keywords: Interpersonal Relations; Power And Influence; Networks; Interpersonal Communication; Performance Effectiveness

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October 2014
Module Note

Market Design in Online Businesses (Abridged)

By: Peter Coles and Benjamin Edelman

The purpose of this note is to characterize the challenges entrepreneurs may face in creating a well-functioning ecosystem of users, and to equip entrepreneurs with tools to overcome these obstacles. The note is meant to accompany the final module of the "The Online... View Details

Keywords: Platform Design; Network Effects; Market Design; Information Technology Industry; Information Industry; Advertising Industry

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July–August 2013
Article

The Network Secrets of Great Change Agents

By: Julie Battilana and Tiziana Casciaro

Change is hard, especially in a large organization. Yet some leaders succeed—often spectacularly—at transforming their workplaces. What makes them able to exert this sort of influence when the vast majority can't? The authors tracked 68 change initiatives in the UK's... View Details

Keywords: Networks; Organizational Change and Adaptation; Leading Change; Health Industry

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2020
Working Paper

Socioeconomic Network Heterogeneity and Pandemic Policy Response

By: Abhishek Nagaraj, Mohammad Akbarpour, Cody Cook, Aude Marzuoli, Simon Mongey, Matteo Saccarola, Pietro Tebaldi, Shoshana Vasserman and Hanbin Yang

We develop and implement a heterogeneous-agents network-based empirical model to analyze alternative policies during a pandemic outbreak. We combine several data sources, including information on individuals’ mobility and encounters across metropolitan areas,... View Details

Keywords: Health Pandemics; Policy; Outcome or Result; Analysis

Research Summary

Social Networks and Unraveling in Labor Markets

This paper develops a model of local unraveling (or early hiring) in entry-level labor markets. Information about workers' productivity is revealed over time and transmitted credibly via a two-sided network connecting firms and workers. While employment starts only... View Details

November–December 2018
Article

Online Network Revenue Management Using Thompson Sampling

By: Kris J. Ferreira, David Simchi-Levi and He Wang

We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details

Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods

2006
Working Paper

The Limits of Authority: Motivation versus Coordination

By: Eric J. Van den Steen

This paper studies the effects of open disagreement on motivation and coordination. It shows how, in the presence of differing priors, motivation and coordination impose conflicting demands on the allocation of authority, leading to a trade-off between the... View Details

Keywords: Decisions; Governance Controls; Organizational Culture; Agency Theory; Conflict and Resolution; Motivation and Incentives

SSRN

May 2011
Background Note

Scale Effects, Network Effects, and Investment Strategy

By: Willy Shih

This technical note discusses scale economies, and direct and indirect network effects in the context of building better business models. Some of the great business disasters of the dot.com bubble were companies that scaled their infrastructure without working through... View Details

Keywords: Business Model; Investment; Price; Crisis Management; Network Effects; Multi-Sided Platforms; Strategy

Educators

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Research Summary

Network Resources and the Performance of Interorganizational Exchange

By: Ranjay Gulati

My recent book (Managing Network Resources, Oxford University Press) introduced the idea of "network resources," valuable assets that accrue to a firm not from within its boundaries but from its ties to key external constituents including but not... View Details

27 Mar 2020
News

CPD Taps Alumni Network to Help Students Navigate Crisis

alumni network has always been an extraordinary resource, especially in times like this,” says Fitzpatrick. “The ripple effect of alumni helping each other and students is what we saw play out in the 2001... View Details

Article

Evaluating and Managing Tramp Shipping Lines Performances: A New Methodology Combining Balanced Scorecard and Network DEA

By: Ying-Chen Hsu, Cheng-Chi Chung, Hsuan-Shih Lee and H. David Sherman

The shipping industry is essential for the economic development of nations like Taiwan as a means delivering and receiving cargo. Shipping has been depressed since 2008 as a result of the financial crisis increasing pressure for the shipping lines to operate more... View Details

Keywords: Network Data Envelopment Analysis; Shipping Line; Centralized Approach; Cross-efficiency; Balanced Scorecard; Performance Evaluation