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  • All HBS Web  (1,137)
    • People  (1)
    • News  (177)
    • Research  (621)
    • Events  (18)
    • Multimedia  (5)
  • Faculty Publications  (377)
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  • 2022
  • Article

Data Poisoning Attacks on Off-Policy Evaluation Methods

By: Elita Lobo, Harvineet Singh, Marek Petrik, Cynthia Rudin and Himabindu Lakkaraju
Off-policy Evaluation (OPE) methods are a crucial tool for evaluating policies in high-stakes domains such as healthcare, where exploration is often infeasible, unethical, or expensive. However, the extent to which such methods can be trusted under adversarial threats... View Details
Keywords: Analytics and Data Science; Cybersecurity; Mathematical Methods
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Lobo, Elita, Harvineet Singh, Marek Petrik, Cynthia Rudin, and Himabindu Lakkaraju. "Data Poisoning Attacks on Off-Policy Evaluation Methods." Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI) 38th (2022): 1264–1274.
  • September 2017
  • Article

Reexamining Staggered Boards and Shareholder Value

By: Charles C.Y. Wang and Alma Cohen
Cohen and Wang (2013) (CW2013) provide evidence consistent with market participants perceiving staggered boards to be value reducing. Amihud and Stoyanov (2016) (AS2016) contests these findings, reporting some specifications under which the results are not... View Details
Keywords: Staggered Boards; Takeover Defense; Antitakeover Provision; Firm Value; Delaware; Airgas; Governing and Advisory Boards; Corporate Governance; Value
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Wang, Charles C.Y., and Alma Cohen. "Reexamining Staggered Boards and Shareholder Value." Journal of Financial Economics 125, no. 3 (September 2017): 637–647.
  • September 1975 (Revised June 1984)
  • Case

Southwest Airlines (D)

After 18 months of deficit operations, Southwest Airlines stands on the brink of profitability. Selective application of discount fares has contributed to a rapid growth in market share. Then, in February 1973, its major competitor halves all fares on Southwest's... View Details
Keywords: Competition; Air Transportation; Air Transportation Industry; United States
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Lovelock, Christopher H. "Southwest Airlines (D)." Harvard Business School Case 575-135, September 1975. (Revised June 1984.)
  • August 2022
  • Supplement

Zalora: Data-Driven Pricing Recommendations

By: Ayelet Israeli
This exercise can be used in conjunction with the main case "Zalora: Data-Driven Pricing" to facilitate class discussion without requiring data analysis from the students. Instead, the exercise presents reports that were created by the data science team to answer the... View Details
Keywords: Pricing; Pricing Algorithms; Dynamic Pricing; Ecommerce; Pricing Strategy; Pricing And Revenue Management; Apparel; Singapore; Startup; Demand Estimation; Data Analysis; Data Analytics; Exercise; Price; Internet and the Web; Apparel and Accessories Industry; Retail Industry; Fashion Industry; Singapore
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Israeli, Ayelet. "Zalora: Data-Driven Pricing Recommendations." Harvard Business School Supplement 523-032, August 2022.
  • 2010
  • Chapter

Facts and Fallacies about U.S. FDI in China

By: Lee Branstetter and C. Fritz Foley
Despite the rapid expansion of U.S.-China trade ties, the increase in U.S. FDI in China, and the expanding amount of economic research exploring these developments, a number of misconceptions distort the popular understanding of U.S. multinationals in China. In this... View Details
Keywords: Expansion; Trade; Foreign Direct Investment; Mathematical Methods; Multinational Firms and Management; China; United States
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Branstetter, Lee, and C. Fritz Foley. "Facts and Fallacies about U.S. FDI in China." In China's Growing Role in World Trade, edited by Robert Feenstra and Shang-Jin Wei. University of Chicago Press, 2010.
  • April 1992 (Revised April 1997)
  • Case

Reconstruction of Zambia

By: Richard H.K. Vietor
Examines the causes of decline--economic, social, and political--of the Zambian economy since 1974. It takes place at the time of the election of Frederick Chiluba, in October 1991. Examines the problems of economic development in Africa, and especially, of structural... View Details
Keywords: Business Cycles; Development Economics; Developing Countries and Economies; Economic Slowdown and Stagnation; Borrowing and Debt; International Finance; Political Elections; Africa; Zambia
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Vietor, Richard H.K. "Reconstruction of Zambia." Harvard Business School Case 792-089, April 1992. (Revised April 1997.)
  • Research Summary

Technological Resources and Corporate Diversification

To what degree do firms' technological resources influence diversification decisions? Silverman is examining how firms enter new markets to exploit existing technological strengths. Recent research includes 1) development of a framework to identify when a firm might... View Details
  • 2007
  • Working Paper

Facts and Fallacies about U.S. FDI in China

By: Lee Branstetter and C. Fritz Foley
Despite the rapid expansion of U.S.-China trade ties, the increase in U.S. FDI in China, and the expanding amount of economic research exploring these developments, a number of misconceptions distort the popular understanding of U.S. multinationals in China. In this... View Details
Keywords: Macroeconomics; Trade; Foreign Direct Investment; Multinational Firms and Management; Expansion; China; United States
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Branstetter, Lee, and C. Fritz Foley. "Facts and Fallacies about U.S. FDI in China." NBER Working Paper Series, No. 13470, October 2007.
  • July–August 2011
  • Article

Putting Business Models Under the Microscope

By: K. Merchant, Tatiana Sandino and D. Huelsbeck
The article provides advice for financial managers on evaluating business models for corporate performance measurement. Emphasis is given to a study sponsored by the Chartered Institute of Management Accountants (CIMA) that examined the business model of a medical... View Details
Keywords: Business Model; Financial Management; Performance Evaluation
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Merchant, K., Tatiana Sandino, and D. Huelsbeck. "Putting Business Models Under the Microscope." Financial Management (CIMA) (July–August 2011), 54–55.
  • June 2014
  • Simulation

Balanced Scorecard Simulation

By: V.G. Narayanan
In this multi-player simulation, students experience the benefits and challenges of using a scorecard to implement strategic initiatives and monitor firm performance. Small teams of students work together to choose a strategy for their company, create a strategy map,... View Details
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"Balanced Scorecard Simulation." Harvard Business School Simulation 114-701, June 2014.
  • 1 Mar 2013 - 2 Mar 2013
  • Conference Presentation

The Value of Flexibility in Baseball Roster Construction

By: Timothy Chan and Douglas S. Fearing
Drawing inspiration from the theory of production flexibility in manufacturing networks, we provide the first optimization-based analysis of the value of positional flexibility (the ability of a player to play multiple positions) for a major league baseball team in the... View Details
Keywords: Risk and Uncertainty; Design; Production; Resource Allocation; Groups and Teams; Adaptation; Sports
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Chan, Timothy, and Douglas S. Fearing. "The Value of Flexibility in Baseball Roster Construction." Paper presented at the MIT Sloan Sports Analytics Conference, Boston, MA, March 1–2, 2013.
  • Fall 2016
  • Article

The Impact of Supplier Inventory Service Level on Retailer Demand

By: Nathan Craig, Nicole DeHoratius and Ananth Raman
To set inventory service levels, suppliers must understand how changes in inventory service level affect demand. We build on prior research, which uses analytical models and laboratory experiments to study the impact of a supplier’s service level on demand from... View Details
Keywords: Demand and Consumers; Service Delivery; Supply Chain; Order Taking and Fulfillment; Retail Industry
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Craig, Nathan, Nicole DeHoratius, and Ananth Raman. "The Impact of Supplier Inventory Service Level on Retailer Demand." Manufacturing & Service Operations Management 18, no. 4 (Fall 2016): 461–474.
  • August 2012
  • Case

Jess Westerly at Kauflauf GmbH

By: John J. Gabarro and Colleen Kaftan
Jess Westerly is the assistant product owner of CRM applications for computer and office supply wholesalers and retailers at Kauflauf, a fast-growing provider of subscription enterprise software headquartered in Heidelberg, Germany. Only months into her job, outsider... View Details
Keywords: Applications and Software; Organizational Culture; Organizational Change and Adaptation; Change Management; Leading Change; Behavior; Salesforce Management; Social and Collaborative Networks; Planning; Web Services Industry; Germany
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Gabarro, John J., and Colleen Kaftan. "Jess Westerly at Kauflauf GmbH." Harvard Business School Brief Case 913-527, August 2012.
  • 2016
  • Working Paper

The Impact of Supplier Inventory Service Level on Retailer Demand

By: Nathan Craig, Nicole DeHoratius and Ananth Raman
To set inventory service levels, suppliers must understand how changes in inventory service level affect demand. We build on prior research, which uses analytical models and laboratory experiments to study the impact of a supplier's service level on demand from... View Details
Keywords: Customer Satisfaction; Forecasting and Prediction; Learning; Consumer Behavior; Service Delivery; Performance Expectations; Apparel and Accessories Industry; Service Industry
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Craig, Nathan, Nicole DeHoratius, and Ananth Raman. "The Impact of Supplier Inventory Service Level on Retailer Demand." Working Paper. (Revised January 2016.)
  • Teaching Interest

Overview

2014 - Harvard Business Schoool, Technology and Operations Management (first-year required MBA curriculum) Summer 2012 Harvard Kennedy School of Government, Quantitative Methods: mathematics, probability and statistics for incoming mid-career masters students, full... View Details
  • 2016
  • Working Paper

CEO Personality and Firm Policies

By: Ian D. Gow, Steven N. Kaplan, David F. Larcker and Anastasia A. Zakolyukina
Based on two samples of high quality personality data for chief executive officers (CEOs), we use linguistic features extracted from conferences calls and statistical learning techniques to develop a measure of CEO personality in terms of the Big Five traits:... View Details
Keywords: Interpersonal Communication; Personal Characteristics; Management Teams
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Gow, Ian D., Steven N. Kaplan, David F. Larcker, and Anastasia A. Zakolyukina. "CEO Personality and Firm Policies." NBER Working Paper Series, No. 22435, July 2016.
  • 05 May 2016
  • Cold Call Podcast

The Real Cost of Ignoring Mental Health in the Workplace

Keywords: Re: John A. Quelch
  • 2012
  • Other Unpublished Work

Measuring the Broadband Bonus in 20 OECD Countries

By: Shane Greenstein and Ryan McDevitt
This paper provides estimates of the economic value created by broadband Internet using measures of new gross domestic product and consumer surplus. The study finds that the economic value created in 30 OECD countries correlates roughly with the overall size of their... View Details
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Greenstein, Shane, and Ryan McDevitt. "Measuring the Broadband Bonus in 20 OECD Countries." OECD Digital Economy Papers, No. 197, OECD Publishing, April 2012.
  • Research Summary

'Optimal Incentive Contracts under Inequity Aversion' (with Achim Wambach) ), 2005

We analyze the Moral Hazard problem, assuming that the agent is inequity averse. Our results differ from conventional contract theory and are more in line with empirical findings than these standard results. Our key findings are: Inequity aversion alters the structure... View Details
  • Research Summary

Competitive Strategy

Anita M. McGahan and Michael E. Porter and are completing a series of statistical papers on the sources of company and industry profitability. Based on a large new database on the profitability of U.S. business segments between 1981 and 1994, their research examines... View Details
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