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  • May 2012
  • Article

Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time

By: Jill Avery, Thomas J. Steenburgh, John Deighton and Mary Caravella
The authors propose a conceptual framework to explain whether and when the introduction of a new retail store channel helps or hurts sales in existing direct channels. A conceptual framework separates short- and long-term effects by analyzing the capabilities of a... View Details
Keywords: Marketing; Channels; Channels Of Distribution; Distribution; Retailing; Channel Management; Channel Migration; Multichannel Retailing; Framework; Customers; Marketing Channels; Sales; Internet and the Web; Demand and Consumers; Competency and Skills; Distribution Channels; E-commerce; Retail Industry; United States
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Avery, Jill, Thomas J. Steenburgh, John Deighton, and Mary Caravella. "Adding Bricks to Clicks: Predicting the Patterns of Cross-Channel Elasticities over Time." Journal of Marketing 76, no. 3 (May 2012): 96–111.
  • June 2024
  • Case

Metub: Scaling Influence beyond Vietnam

By: Paul A. Gompers and Shu Lin
Founded in 2014, Metub was a leading video and talent network in Vietnam. It managed over 3,000 channels on YouTube and more than 3,000 content creators. To expand creators’ income opportunities across multiple platforms, Metub had diversified beyond its original... View Details
Keywords: Intellectual Property; Business or Company Management; Brands and Branding; Competition; Diversification; Expansion; Recruitment; Entrepreneurship; Media and Broadcasting Industry; Viet Nam; Southeast Asia
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Gompers, Paul A., and Shu Lin. "Metub: Scaling Influence beyond Vietnam." Harvard Business School Case 824-137, June 2024.
  • Article

Matching in Networks with Bilateral Contracts

By: John William Hatfield and Scott Duke Kominers
We introduce a model in which firms trade goods via bilateral contracts which specify a buyer, a seller, and the terms of the exchange. This setting subsumes (many-to-many) matching with contracts, as well as supply chain matching. When firms' relationships do not... View Details
Keywords: Contracts; Market Design; Marketplace Matching; Supply Chain
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Hatfield, John William, and Scott Duke Kominers. "Matching in Networks with Bilateral Contracts." American Economic Journal: Microeconomics 4, no. 1 (February 2012): 176–208.
  • Article

The What and Why of Self-deception

By: Zoë Chance and Michael I. Norton
Scholars from many disciplines have investigated self-deception, but defining self-deception and establishing its possible benefits have been a matter of heated debate—a debate impoverished by a relative lack of empirical research. Drawing on recent research, we first... View Details
Keywords: Cognition and Thinking
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Chance, Zoë, and Michael I. Norton. "The What and Why of Self-deception." Special Issue on Morality and Ethics edited by Francesca Gino and Shaul Salvi. Current Opinion in Psychology 6 (December 2015): 104–107.
  • Article

The Power of Political Voice: Women's Political Representation and Crime in India

By: Lakshmi Iyer, Anandi Mani, Prachi Mishra and Petia Topalova
Using state-level variation in the timing of political reforms, we find that an increase in female representation in local government induces a large and significant rise in documented crimes against women in India. Our evidence suggests that this increase is good... View Details
Keywords: Leadership; Crime and Corruption; Rank and Position; Performance Effectiveness; Gender; Government and Politics; India
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Iyer, Lakshmi, Anandi Mani, Prachi Mishra, and Petia Topalova. "The Power of Political Voice: Women's Political Representation and Crime in India." American Economic Journal: Applied Economics 4, no. 4 (October 2012): 165–193.
  • May 2010 (Revised September 2013)
  • Case

Friend Bank: The Time for Hope

By: Clayton S. Rose and Aldo Sesia
In 2010, Friend Bank was entering the fifth year of Hope Harris Johnson's ambitious 20-year growth plan to transform her family's one branch community bank into an institution with a substantial presence in southeastern Alabama. Harris Johnson was pleased, so far, with... View Details
Keywords: Family Business; Financial Crisis; Banks and Banking; Growth and Development Strategy; Risk Management; Family Ownership; Competitive Advantage; Banking Industry; Alabama
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Rose, Clayton S., and Aldo Sesia. "Friend Bank: The Time for Hope." Harvard Business School Case 310-070, May 2010. (Revised September 2013.)
  • Article

Estimating the Effects of Large Shareholders Using a Geographic Instrument

Large shareholders may play an important role for firm performance and policies, but identifying this empirically presents a challenge due to the endogeneity of ownership structures. We develop and test an empirical framework, which allows us to separate selection from... View Details
Keywords: Business and Shareholder Relations; Performance; Policy; Ownership; Selection and Staffing; Business Headquarters; Geography; Framework
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Becker, Bo, Henrik Cronqvist, and Rudiger Fahlenbrach. "Estimating the Effects of Large Shareholders Using a Geographic Instrument ." Journal of Financial and Quantitative Analysis 46, no. 4 (August 2011): 907–942.
  • 2007
  • Working Paper

Paths to Equality: Walking the Talk in Multi-party Negotiations

By: Kathleen L. McGinn, Katherine L. Milkman and Markus Nöth
Past research has shown that communication in negotiations heightens social awareness, facilitates coordination, increases the utility for the other's positive outcomes, and thereby leads to more equal payoffs. But the role of specific communication strategies in... View Details
Keywords: Interpersonal Communication; Fairness; Agreements and Arrangements; Negotiation Types; Behavior; Competition
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McGinn, Kathleen L., Katherine L. Milkman, and Markus Nöth. "Paths to Equality: Walking the Talk in Multi-party Negotiations." Harvard Business School Working Paper, No. 08-032, November 2007. (Revised June 2008.)
  • November 2015 (Revised May 2016)
  • Case

Aspiring Minds

By: Karim R. Lakhani, Marco Iansiti and Christine Snively
By 2015, India-based employment assessment and certification provider Aspiring Minds had helped facilitate over 300,000 job matches through its assessment tools. Aspiring Minds' flagship product, the Aspiring Minds Computer Adaptive Test (AMCAT), used machine learning... View Details
Keywords: Information Technology; Strategy; Higher Education; Technological Innovation; Employment; Technology Industry; India; China
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Lakhani, Karim R., Marco Iansiti, and Christine Snively. "Aspiring Minds." Harvard Business School Case 616-013, November 2015. (Revised May 2016.)
  • Research Summary

Prudence in Bargaining

We investigate the outcome of Rubinstein’s (1982) alternating-offer bargaining game when noise is added to a player’s pay-off. We find that a risk-averse player typically increases his equilibrium receipts when his pay-off is made risky. This is because... View Details

  • 1980
  • Working Paper

Taxation and the Ex-dividend Day Behavior of Common Stock Prices

By: Jerry R. Green
The behavior of stock prices around ex-dividend days has been suggested as evidence for tax-induced clientele effects and as a means to estimate the average effective tax rate faced by investors. In this paper these possibilities are examined theoretically and... View Details
Keywords: Taxation; Stocks; Price
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Green, Jerry R. "Taxation and the Ex-dividend Day Behavior of Common Stock Prices." NBER Working Paper Series, No. 496, July 1980.
  • February 2003 (Revised March 2007)
  • Case

Internet Customer Acquisition Strategy at Bankinter

By: Francisco de Asis Martinez-Jerez, V.G. Narayanan and Lisa Brem
Bankinter, a relatively small Spanish bank, has a large presence as an Internet financial services provider. Leading the way to profitability through the Internet will give Bankinter a major competitive advantage over the larger, more established Spanish banks. Ann... View Details
Keywords: Customer Relationship Management; Internet and the Web; Activity Based Costing and Management; Customer Value and Value Chain; Banks and Banking; Banking Industry; Spain
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Martinez-Jerez, Francisco de Asis, V.G. Narayanan, and Lisa Brem. "Internet Customer Acquisition Strategy at Bankinter." Harvard Business School Case 103-021, February 2003. (Revised March 2007.)
  • January 1985 (Revised June 1993)
  • Case

Turner Construction Co.

By: Frank V. Cespedes
In June, 1984, a vice president at Turner Construction Co. must decide whether to approve a construction project being considered by one of Turner's territorial offices and how to manage that territory general manager's apparent reluctance to pursue another account... View Details
Keywords: Organizational Structure; Projects; Market Entry and Exit; Integration; Contracts; Marketing Strategy; Sales; Business or Company Management; Business Offices; Geographic Location; Construction Industry
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Cespedes, Frank V. "Turner Construction Co." Harvard Business School Case 585-031, January 1985. (Revised June 1993.)
  • 2014
  • Working Paper

The Unfairness Trap: A Key Missing Factor in the Economic Theory of Discrimination

By: Jordan I. Siegel, Naomi Kodama and Hanna Halaburda
Prior evidence linking increased female representation in management to corporate performance has been surprisingly mixed, due in part to data limitations and methodological difficulties, and possibly to omission of a fairness factor in the economic theory of... View Details
Keywords: Managerial Roles; Fairness; Performance Productivity; Gender; Japan
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Siegel, Jordan I., Naomi Kodama, and Hanna Halaburda. "The Unfairness Trap: A Key Missing Factor in the Economic Theory of Discrimination." Harvard Business School Working Paper, No. 13-082, March 2013. (Revised January 2014, June 2014.)
  • August 2009 (Revised September 2009)
  • Case

Tenova: Mining for Growth in an Economic Crisis

By: Gary P. Pisano, Elena Corsi and Elisa Farri
In December 2008, Gianluigi Nova, CEO of Tenova SpA, a technology and equipment supplier to the metals and mining industry, had to choose between two options. The first was to continue growing in the company's core business: equipment for the steel production. The... View Details
Keywords: Decision Choices and Conditions; Financial Crisis; Leadership; Crisis Management; Growth and Development Strategy; Market Entry and Exit; Diversification; Industrial Products Industry; Mining Industry
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Pisano, Gary P., Elena Corsi, and Elisa Farri. "Tenova: Mining for Growth in an Economic Crisis." Harvard Business School Case 610-021, August 2009. (Revised September 2009.)
  • June 2015
  • Supplement

TAV Airports Holding (B)

By: Juan Alcácer and Esel Çekin
This case explores the strategic options available to TAV Airports Holding, a Turkish firm, after it withdraws from a bid to build Istanbul's newest airport. The new airport would eventually replace Istanbul Atatürk Airport, where TAV makes 43% of its current revenue,... View Details
Keywords: Strategy; Corporate Strategy; International Expansion; Infrastructure; Emerging Markets; Horizontal Integration; Expansion; Vertical Integration; Globalization
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Alcácer, Juan, and Esel Çekin. "TAV Airports Holding (B)." Harvard Business School Supplement 715-470, June 2015.
  • April 2005 (Revised November 2005)
  • Case

Tata Consultancy Services Iberoamerica

By: Michael Chu and Gustavo Herrero
To launch its Latin American operations, the Indian IT giant Tata Consultancy Services recruits a seasoned executive who becomes the only non-Indian member of senior management. Reviews the start-up operations, from the site selection to staffing and training, the... View Details
Keywords: Business Startups; Developing Countries and Economies; Initial Public Offering; Investment; Globalization; Human Resources; Selection and Staffing; Management Teams; Emerging Markets; Problems and Challenges; Consulting Industry; Latin America
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Chu, Michael, and Gustavo Herrero. "Tata Consultancy Services Iberoamerica." Harvard Business School Case 705-020, April 2005. (Revised November 2005.)
  • 2025
  • Working Paper

The Value of Silence: The Effect of UMG’s Licensing Dispute with TikTok on Music Demand

By: Mengjie (Magie) Cheng, Elie Ofek and Hema Yoganarasimhan
Social media platforms like TikTok have transformed how music is discovered, consumed, and monetized. This study examines the implications of the dispute between TikTok and Universal Music Group (UMG), which resulted in UMG excluding its music from TikTok from... View Details
Keywords: Demand And Consumers; Monetization; Social Media; Revenue; Conflict and Resolution; Music Industry
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Cheng, Mengjie (Magie), Elie Ofek, and Hema Yoganarasimhan. "The Value of Silence: The Effect of UMG’s Licensing Dispute with TikTok on Music Demand." Harvard Business School Working Paper, No. 25-014, July 2024. (Revised June 2025.)
  • November 2018 (Revised May 2019)
  • Case

Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia

By: Kristin Fabbe, Safwan Al-Amin, Esel Cekin and Natalie Kindred
With SAR 14 billion ($3.7 billion) in 2017 revenues, Almarai was Saudi Arabia’s largest dairy producer, distributor, and marketer, with a large portfolio of branded dairy products, juices, bakery goods, and infant formula and a sales presence across the Gulf region,... View Details
Keywords: Dairy; Agriculture; Kingdom Of Saudi Arabia; Almarai; Schorderet; Food Security; Public Policy; Self Sufficiency; Gulf; GCC; Business And Government; Agribusiness; Marketing; Distribution; Change Management; Leading Change; Strategy; Government and Politics; Policy; Diversification; Integration; Horizontal Integration; Vertical Integration; Food; Brands and Branding; Growth and Development Strategy; Business and Government Relations; Agriculture and Agribusiness Industry; Food and Beverage Industry; Consumer Products Industry; Saudi Arabia; Middle East
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Fabbe, Kristin, Safwan Al-Amin, Esel Cekin, and Natalie Kindred. "Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia." Harvard Business School Case 719-020, November 2018. (Revised May 2019.)
  • Research Summary

Overview

By: Himabindu Lakkaraju
I develop machine learning tools and techniques which enable human decision makers to make better decisions. More specifically, my research addresses the following fundamental questions pertaining to human and algorithmic decision-making:

1. How to build... View Details
Keywords: Artificial Intelligence; Machine Learning; Decision Analysis; Decision Support
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