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  • March 2017 (Revised March 2022)
  • Case

Flashion: Art vs. Science in Fashion Retailing

By: Kris Ferreira and Karim R. Lakhani
Kate Wilson, retail analytics manager at Flashion, a fashion flash-sale site, is tasked with developing analytics to optimize pricing for first-exposure products on the site. Many in the industry have relied on years of experience and intuition to determine pricing—can... View Details
Keywords: Analytics; Pricing; Data; Service Operations; Forecasting and Prediction; Internet and the Web; Technology Adoption; Mathematical Methods; Decision Making; E-commerce; Retail Industry; Fashion Industry; United States
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Ferreira, Kris, and Karim R. Lakhani. "Flashion: Art vs. Science in Fashion Retailing." Harvard Business School Case 617-059, March 2017. (Revised March 2022.)
  • December 2010
  • Article

Altruistic Dynamic Pricing with Customer Regret

By: Julio J. Rotemberg
A model is considered where firms internalize the regret costs that consumers experience when they see an unexpected price change. Regret costs are assumed to be increasing in the size of price changes and this can explain why the size of price increases is less... View Details
Keywords: Cost; Price; Change; Inflation and Deflation; Cost Management; Customers; Practice; Announcements; Forecasting and Prediction
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Rotemberg, Julio J. "Altruistic Dynamic Pricing with Customer Regret." Scandinavian Journal of Economics 112, no. 4 (December 2010).
  • 03 Jan 2007
  • First Look

First Look: January 3, 2007

Kendall Square Research was a small competitor in the supercomputer industry. Sales grew rapidly in 1992 and early 1993 and the company sold stock to the public for the first time. Analysts forecast higher earnings for 1993, then the... View Details
Keywords: Sean Silverthorne
  • Article

A Choice Prediction Competition for Market Entry Games: An Introduction

By: Ido Erev, Eyal Ert and Alvin E. Roth
A choice prediction competition is organized that focuses on decisions from experience in market entry games (http://sites.google.com/site/gpredcomp/ and http://www.mdpi.com/si/games/predict-behavior/). The competition is based on two experiments: An estimation... View Details
Keywords: Experience and Expertise; Decision Choices and Conditions; Forecasting and Prediction; Learning; Market Entry and Exit; Game Theory; Behavior; Competition
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Erev, Ido, Eyal Ert, and Alvin E. Roth. "A Choice Prediction Competition for Market Entry Games: An Introduction." Special Issue on Predicting Behavior in Games. Games 1, no. 2 (June 2010): 117–136.
  • October 2007
  • Article

Supply and Demand Shifts in the Shorting Market

By: Lauren Cohen, Karl B. Diether and Christopher J. Malloy
Using proprietary data on stock loan fees and quantities from a large institutional investor, we examine the link between the shorting market and stock prices. Employing a unique identification strategy, we isolate shifts in the supply and demand for shorting. We find... View Details
Keywords: Analytics and Data Science; Stocks; Financing and Loans; Price; Strategy; Demand and Consumers; Forecasting and Prediction; Investment Return; Markets; Information
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Cohen, Lauren, Karl B. Diether, and Christopher J. Malloy. "Supply and Demand Shifts in the Shorting Market." Journal of Finance 62, no. 5 (October 2007): 2061–2096. (Winner of Smith Breeden Prize for the Best Paper Published in the Journal of Finance in Asset Pricing (Distinguished Paper) 2007.)
  • 07 Jul 2014
  • Research & Ideas

Banning Big-box Stores Can Hurt Local Retailers

have been increasing their footprint of small urban stores. In February, Walmart announced plans to add 270 to 300 small stores during the fiscal year, adding to the existing stable of 346 Neighborhood Markets and 20 WalMart Express stores. The February announcement... View Details
Keywords: by Carmen Nobel; Retail
  • 19 May 2008
  • Research & Ideas

Connecting School Ties and Stock Recommendations

placed on information acquisition and synthesis. Certain agents play key roles in revealing information into equity markets. A large part of an equity analyst's job is to research, produce, and then disclose reports forecasting aspects of... View Details
Keywords: by Martha Lagace; Financial Services
  • 2009
  • Article

Compelled to Help: Effects of Direct and Indirect Exchange on Perceived Obligation in Professional Networks

By: Roy Y.J. Chua, Billian Sullivan and Michael W. Morris
This research examines felt obligation to help others in employees' and managers' professional networks using a social exchange perspective. We hypothesize that obligation toward others would follow the norms of both direct and indirect reciprocity. Direct reciprocity... View Details
Keywords: Perspective; Conflict of Interests; Research; Surveys; Networks; Forecasting and Prediction; Social Issues
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Chua, Roy Y.J., Billian Sullivan, and Michael W. Morris. "Compelled to Help: Effects of Direct and Indirect Exchange on Perceived Obligation in Professional Networks." Academy of Management Annual Meeting Proceedings (2009).
  • August 2006
  • Article

Investor Sentiment and the Cross Section of Stock Returns

By: Malcolm Baker and Jeffrey Wurgler
We examine how investor sentiment affects the cross-section of stock returns. Theory predicts that a broad wave of sentiment will disproportionately affect stocks whose valuations are highly subjective and are difficult to arbitrage. We test this prediction by... View Details
Keywords: Behavioral Finance; Stocks; Investment Return; Forecasting and Prediction; Motivation and Incentives; Risk and Uncertainty; Volatility
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Baker, Malcolm, and Jeffrey Wurgler. "Investor Sentiment and the Cross Section of Stock Returns." Journal of Finance 61, no. 4 (August 2006): 1645–1680.
  • July 2010 (Revised September 2011)
  • Background Note

Hiring Successful Professionals: One Process--Multiple Goals

By: Heidi K. Gardner
The best hiring practices help professional firms attract successful employees, equip newcomers with critical support networks, increase the firm's diversity, and enhance its reputation. This Note delineates how leading firms manage these multiple objectives throughout... View Details
Keywords: Integration; Goals and Objectives; Selection and Staffing; Talent and Talent Management; Management Practices and Processes; Forecasting and Prediction; Employees; Diversity Characteristics; Service Industry
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Gardner, Heidi K. "Hiring Successful Professionals: One Process--Multiple Goals." Harvard Business School Background Note 411-028, July 2010. (Revised September 2011.)
  • March 2007
  • Article

Authority, Risk, and Performance Incentives: Evidence from Division Manager Positions inside Firms

By: Julie Wulf
I show that performance incentives vary by decision-making authority of division managers. For division managers with broader authority, i.e., those designated as corporate officers, both the sensitivity of pay to global performance measures and the relative importance... View Details
Keywords: Motivation and Incentives; Performance; Risk and Uncertainty; Business Model; Globalization; Measurement and Metrics; Status and Position; Forecasting and Prediction; Business Divisions
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Wulf, Julie. "Authority, Risk, and Performance Incentives: Evidence from Division Manager Positions inside Firms." Journal of Industrial Economics 55, no. 1 (March 2007): 169–196.
  • 05 Feb 2013
  • First Look

First Look: Feb. 5

earns an average risk-adjusted return of 4.68% per year. Firms with central boards also experience higher future growth in return-on-assets (ROA) with analysts failing to fully reflect this information in their earnings forecasts. Return prediction, growth in ROA, and... View Details
Keywords: Sean Silverthorne
  • 16 Aug 2010
  • Lessons from the Classroom

HBS Introduces Marketing Analysis Tools for Managers

Analysis": Managers frequently need to estimate the size of their markets, both for existing products, so that sales forecasts can be developed, and for new products, so that market opportunities can be assessed. This tookit enables... View Details
Keywords: by Sarah Jane Gilbert
  • April 1998 (Revised November 1999)
  • Case

Hamilton Financial Investments: A Franchise Built on Trust

By: Robert L. Simons and Antonio Davila
Provides a vehicle for students to evaluate risk management in the fast-paced mutual funds industry. A new risk manager has been hired to install new management controls and procedures. A series of decisions will determine how much business and franchise risk the... View Details
Keywords: Risk Management; Management Teams; Managerial Roles; Forecasting and Prediction; Investment Funds; Performance Evaluation; Corporate Strategy; Change Management; Financial Services Industry; Banking Industry
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Simons, Robert L., and Antonio Davila. "Hamilton Financial Investments: A Franchise Built on Trust." Harvard Business School Case 198-089, April 1998. (Revised November 1999.)
  • 13 Oct 2015
  • First Look

October 13, 2015

protecting its local focus and traditions? Purchase this case: https://cb.hbsp.harvard.edu/cbmp/product/516031-PDF-ENG Harvard Business School Case 615-031 Caesars Entertainment This case describes the introduction of a regression analysis model for View Details
  • 15 Apr 2008
  • First Look

First Look: April 15, 2008

specializing in building and managing prisons. Students must assess the firm's strategy and risks, evaluate key financial reports, derive forecasts of future performance, and use these forecasts to value the... View Details
Keywords: Martha Lagace
  • 20 Mar 2020
  • Research & Ideas

How Small Businesses Can Survive the Coronavirus Outbreak

businesses often have less than 20 days’ worth. While forecasts vary, many public health experts don’t expect the coronavirus outbreak to subside for at least eight weeks, assuming that social distancing and other mitigation efforts can... View Details
Keywords: by Danielle Kost; Service; Food & Beverage
  • 09 Mar 2016
  • Lessons from the Classroom

In This Classroom, Beer Can Improve Your Grade

harder for breweries to fall into bailout loans, which happened to many teams last year, Casadesus-Masanell says. Enhanced graphics include waterfall charts for just about every metric imaginable on a team’s own brewery and its competitors. Teams can drill down via a... View Details
Keywords: by Roberta Holland; Education; Food & Beverage
  • 06 Mar 2013
  • What Do You Think?

Who Should Manage Our Work Time?

laid the blame at the foot of "an engineer who had difficulty forecasting simple activities and (the) time to accomplish them." Joseph Mello commented that " part of the problem comes from the view of an organization as a... View Details
Keywords: by James Heskett
  • 05 Nov 2012
  • Research & Ideas

What Wall Street Doesn’t Understand About International Trade

'non-strategic traders,' " Cohen says. Historically, Wall Street has failed to consider the local ethnic population trading strategy when assessing the value of a firm. In fact, the researchers found that analysts are significantly less accurate in their earnings View Details
Keywords: by Carmen Nobel
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