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- 2022
- Working Paper
Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments
By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso
We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s...
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Chen, Fanglin, Xiao Liu, Davide Proserpio, and Isamar Troncoso. "Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments." NYU Stern School of Business Research Paper Series, July 2022.
- Article
Complementarity between Audited Financial Reporting and Voluntary Disclosure: The Case of Former Andersen Clients
By: Richard Frankel, Alon Kalay, Gil Sadka and Yuan Zou
Prior literature presents various perspectives on the role of financial reporting. One view is that mandatory periodic reporting disciplines managers and encourages timely voluntary disclosure. We examine this "confirmation hypothesis" using the shock to financial...
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Keywords:
Financial Disclosure;
Mandatory Reporting;
Reliability;
Voluntary Disclosure;
Financial Reporting;
Quality;
Corporate Disclosure
Frankel, Richard, Alon Kalay, Gil Sadka, and Yuan Zou. "Complementarity between Audited Financial Reporting and Voluntary Disclosure: The Case of Former Andersen Clients." Accounting Review 96, no. 6 (November 2021): 215–238.
- 2022
- Working Paper
Behavioral Transmission
By: Reshmaan Hussam and Dayea Oh
Behavior change programs, including much of early education curricula, assume the positive transmission of behavior from one context to another. We randomize a hand hygiene edutain-ment program in schools in Bangladesh to trace school-to-home transmission of...
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Hussam, Reshmaan, and Dayea Oh. "Behavioral Transmission." Working Paper, January 2022.
- 2020
- Working Paper
Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Ecosystems and Complementarities
The purpose of this chapter is to introduce two new building blocks to the theory of how technology shapes organizations. The first is a new layer of organization structure: a business “ecosystem.” The second is the economic concept of “complementarity.” Ecosystems are...
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Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Ecosystems and Complementarities." Harvard Business School Working Paper, No. 21-033, August 2020.
- 2022
- Working Paper
Local Shocks and Internal Migration: The Disparate Effects of Robots and Chinese Imports in the U.S.
By: Marius Faber, Andres Sarto and Marco Tabellini
Migration is a key mechanism through which local labor markets adjust to economic shocks. In this paper, we analyze the migration response of American workers to two of the most important shocks that hit US manufacturing since the 1990s: Chinese import competition and...
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Faber, Marius, Andres Sarto, and Marco Tabellini. "Local Shocks and Internal Migration: The Disparate Effects of Robots and Chinese Imports in the U.S." Harvard Business School Working Paper, No. 20-071, December 2019. (Revised May 2022. Also appears in HBS Working Knowledge.)
- 2019
- Working Paper
Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 16 Capturing Value by Controlling Bottlenecks in Open Platform Systems
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...
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Keywords:
Open Platforms;
Bottlenecks;
Flow Production;
Value Capture;
Disintermediation;
Production;
Management;
Digital Platforms
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.
- October 2019
- Article
Returns to Talent and the Finance Wage Premium
By: Boris Vallée and Claire Célérier
To study the role of talent in finance workers' pay, we exploit a special feature of the French higher education system. Wage returns to talent have been significantly higher and have risen faster in finance since the 1980s than in other sectors. Both wage returns to...
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Vallée, Boris, and Claire Célérier. "Returns to Talent and the Finance Wage Premium." Review of Financial Studies 32, no. 10 (October 2019): 4005–4040.
- 2018
- Working Paper
Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Complementarity
The purpose of this chapter is to relate the theory of task networks and technology set forth in previous chapters to theories of firm boundaries from economics and management. Complementary goods have more value when used together than separately. Complementarity may...
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Keywords:
Complementarity
Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 5 Complementarity." Harvard Business School Working Paper, No. 19-036, October 2018.
- October 2018
- Article
A Theory of Intergenerational Mobility
By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show...
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Keywords:
Intergenerational Mobility;
Inequality;
Complementarities;
Equality and Inequality;
Human Capital;
Income;
Family and Family Relationships
Becker, Gary, Scott Duke Kominers, Kevin Murphy, and Jorg L. Spenkuch. "A Theory of Intergenerational Mobility." Journal of Political Economy 126, no. S1 (October 2018): S7–S25.
- August 2018
- Teaching Note
IguanaFix
By: Frank V. Cespedes and Thomas Eisenmann
Teaching Note for HBS No. 817-056. IguanaFix, based in Argentina, is a platform business that connects consumers with home improvement contractors. The founders are evaluating growth options and an investment offer. The case focuses on scaling issues for a venture...
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- April 2017
- Article
Prizes, Patents and the Search for Longitude
By: M. Diane Burton and Tom Nicholas
The 1714 Longitude Act created the Board of Longitude to administer a large monetary prize and progress payments for the precise determination of a ship’s longitude. However, the prize did not prohibit patenting. We use a new dataset of marine chronometer inventors to...
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Burton, M. Diane, and Tom Nicholas. "Prizes, Patents and the Search for Longitude." Explorations in Economic History 64 (April 2017): 21–36.
- Article
Gains from Foreign Direct Investment: Macro and Micro Approaches
By: Laura Alfaro
This paper discussed the importance of an “integrated approach” to the study of the effects of FDI on host countries. Macro-level work that examines countries at different stages of development and institutional capacity is needed to surface the role of local...
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Alfaro, Laura. "Gains from Foreign Direct Investment: Macro and Micro Approaches." World Bank Economic Review 30, Suppl. 1 (March 2017): S2–S15. (World Bank’s ABCDE Conference Keynote Presentation. Published early online March 23, 2016.)
- March 2017
- Article
Land Institutions and Chinese Political Economy: Institutional Complementarities and Macroeconomic Management
By: Meg Rithmire
This article critically examines the origins and evolution of China’s unique land institutions and situates land policy in the larger context of China’s reforms and pursuit of economic growth. It argues that the Chinese Communist Party (CCP) has strengthened the...
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Keywords:
China;
Economic Reform;
Land Politics;
Macromanagement;
Government and Politics;
Macroeconomics;
China
Rithmire, Meg. "Land Institutions and Chinese Political Economy: Institutional Complementarities and Macroeconomic Management." Politics & Society 45, no. 1 (March 2017): 123–153.
- 2017
- Chapter
Multinational Activity in Emerging Markets: How and When Does Foreign Direct Investment Promote Growth?
By: Laura Alfaro
Among the prominent economic trends in recent decades is the exponential increase in flows of goods and capital driven by technological progress and a falling number of restrictions. A key driver of this phenomenon has been the cross-border production, foreign...
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Keywords:
Multinational Activity;
Growth;
Spillovers;
Complementarities;
Foreign Direct Investment;
Emerging Markets;
Growth and Development;
Multinational Firms and Management
Alfaro, Laura. "Multinational Activity in Emerging Markets: How and When Does Foreign Direct Investment Promote Growth?" In Geography, Location, and Strategy. Vol. 36, edited by Juan Alcácer, Bruce Kogut, Catherine Thomas, and Bernard Yin Yeung, 429–462. Advances in Strategic Management. Emerald Publishing Limited, 2017.
- 2015
- Working Paper
A Theory of Intergenerational Mobility
By: Gary Becker, Scott Duke Kominers, Kevin Murphy and Jorg L. Spenkuch
We develop a model of intergenerational resource transmission that emphasizes the link between cross-sectional inequality and intergenerational mobility. By drawing on first principles of human capital theory, we derive several novel results. In particular, we show...
View Details
Keywords:
Intergenerational Mobility;
Inequality;
Complementarities;
Human Capital;
Equality and Inequality;
Income;
Family and Family Relationships
Becker, Gary, Scott Duke Kominers, Kevin Murphy, and Jorg L. Spenkuch. "A Theory of Intergenerational Mobility." Working Paper, August 2015.
- 2015
- Working Paper
Full Substitutability
By: John William Hatfield, Scott Duke Kominers, Alexandru Nichifor, Michael Ostrovsky and Alexander Westkamp
Various forms of substitutability are essential for establishing the existence of
equilibria and other useful properties in diverse settings such as matching, auctions,
and exchange economies with indivisible goods. We extend earlier models' canonical
definitions of...
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Hatfield, John William, Scott Duke Kominers, Alexandru Nichifor, Michael Ostrovsky, and Alexander Westkamp. "Full Substitutability." Working Paper, May 2015.
- Article
Multilateral Matching
By: John William Hatfield and Scott Duke Kominers
We introduce a matching model in which agents engage in joint ventures via multilateral contracts. This approach allows us to consider production complementarities previously outside the scope of matching theory. We show analogues of the first and second welfare...
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Keywords:
Matching;
Stability;
Competitive Equilibrium;
Core;
Networks;
Competition;
Joint Ventures;
Balance and Stability;
Groups and Teams;
Entrepreneurship
Hatfield, John William, and Scott Duke Kominers. "Multilateral Matching." Journal of Economic Theory 156 (March 2015): 175–206.
- December 2014
- Article
Clusters, Convergence, and Economic Performance
By: Mercedes Delgado, Michael E. Porter and Scott Stern
This paper evaluates the role of regional cluster composition in regional industry performance. On the one hand, diminishing returns to specialization in a location can result in a convergence effect: the growth rate of an industry within a region may be declining in...
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Delgado, Mercedes, Michael E. Porter, and Scott Stern. "Clusters, Convergence, and Economic Performance." Research Policy 43, no. 10 (December 2014): 1785–1799.
- November 2014
- Article
The Trillion Dollar Conundrum: Complementarities and Health Information Technology
By: David Dranove, Chris Forman, Avi Goldfarb and Shane Greenstein
Dranove, David, Chris Forman, Avi Goldfarb, and Shane Greenstein. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology." American Economic Journal: Economic Policy 6, no. 4 (November 2014).
- 2014
- Working Paper
Hidden Substitutes
By: John William Hatfield and Scott Duke Kominers
In this paper, we show that preferences exhibiting some forms of complementarity
in fact have an underlying substitutable structure. Specifically, we show that some
preferences that are not substitutable in the setting of many-to-one matching with
contracts become...
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Keywords:
Many-to-One Matching;
Many-to-Many Matching;
Stability;
Substitutes;
Matching With Contracts;
Slot-Specific Priorities;
Sherlock;
Market Design;
Contracts;
Marketplace Matching;
Balance and Stability
Hatfield, John William, and Scott Duke Kominers. "Hidden Substitutes." Working Paper, September 2014.