Publications

September 2010
Article

Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

By: Saravanan Kesavan, Vishal Gaur and Ananth Raman

Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details

Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States

24 May 2013
Working Paper Summaries

Improving Store Liquidation

Keywords: by Nathan Craig & Ananth Raman; Retail

Research Summary

Professor Hiatt’s research is aimed at discovering how institutional factors can affect sector growth and technology development and adoption by mediating and moderating uncertainty. His work encompasses two related research questions:

1) How can... View Details

September 2012 (Revised September 2015)
Case

Doing Business in Turkey

By: Felix Oberholzer-Gee, Robin J. Ely, Daniela Beyersdorfer, Emilie Billaud and Cigdem Çelik

In a rather flat international business environment characterized by shrinking markets and economic turmoil, Turkey promoted itself as one of the safe havens for investments. Led by the strong domestic demand of a young population, the country had tripled its GDP... View Details

Keywords: Emerging Market Finance; Emergent Countries; Business History; Economic History; Fieldwork; Emerging Markets; Business Ventures; Strategy; Turkey

Keywords: information technology industry; information technology industry; information technology industry; information technology industry; information technology industry; information technology industry; information technology industry; information technology industry; information technology industry; information technology industry

02 Apr 2018
Blog Post

Event Planning for Recruiting Success – Part 2

pipeline without discussing recruiting. Before scheduling an Industry Education event through our office, think through your topic, speakers, and the unique insight your company can share. Industry... View Details

Keywords: All Industries

Karim R. Lakhani

Karim R. Lakhani is the Dorothy & Michael Hintze Professor of Business Administration at the Harvard Business School. He specializes in technology management, innovation, digital transformation and artificial... View Details

2011
Other Unpublished Work

Aligning Collective Production with Demand: Evidence from Wikipedia

Economic markets align supply and demand through prices. However, many social phenomena lack pricing to inform producers about consumer demand. This can lead to the over- or under-production of certain goods and services. In this paper, I propose a social mechanism... View Details

Keywords: Demand and Consumers; Supply and Industry

SSRN

Program

Foundations of Private Equity and Venture Capital

industry models, from venture capital to growth equity to buyouts, as well as the key issues related to investment criteria, management strategies, and decision-making processes. For executives with significant experience in the private... View Details

Keywords: Finance; Finance

24 Oct 2008
Working Paper Summaries

Platform Rules: Multi-Sided Platforms as Regulators

Keywords: by Kevin J. Boudreau & Andrei Hagiu; Technology

October 2021 (Revised March 2022)
Supplement

PittaRosso: Artificial Intelligence-Driven Pricing and Promotion

By: Ayelet Israeli and Fabrizio Fantini

PittaRosso, a traditional Italian shoe retailer, is implementing an AI system to provide pricing and promotion recommendations. The system allows them to implement changes that would affect both the top of funnel and bottom of funnel activities for the company: once... View Details

June 2022 (Revised August 2022)
Case

Sustainability Reporting at Dollar Tree, Inc.

By: Suraj Srinivasan and Li-Kuan Ni

The cases discusses the ESG strategy of Dollar Tree Inc., a U.S. Fortune 500 company in the deep discount retail industry and the and shareholder pressure faced by the company. In 2022, the company faced a shareholder resolution from a renowned shareholder advocacy... View Details

Keywords: ESG; Sustainability; Shareholder Activism; Dollar Tree; Sustainability Reporting; ESG Reporting; Board Of Directors; Shareholder Engagement; GHG; Environmental Accounting; Integrated Corporate Reporting; Trends; Communication; Announcements; Voting; Environmental Management; Climate Change; Environmental Sustainability; Values and Beliefs; Corporate Accountability; Corporate Disclosure; Corporate Governance; Governing Rules, Regulations, and Reforms; Policy; Reports; Business or Company Management; Risk Management; Corporate Social Responsibility and Impact; Outcome or Result; Strategic Planning; Business and Stakeholder Relations; Situation or Environment; Opportunities; Civil Society or Community; Social Issues; Public Opinion; Strategy; Adaptation; Alignment; Business Strategy; Corporate Strategy; Value Creation; Retail Industry; United States; Virginia

2010
Book

The New Science of Retailing: How Analytics Are Transforming the Supply Chain and Improving Performance

By: Marshall Fisher and Ananth Raman

Retailers today are drowning in data but lacking in insight: They have huge volumes of information at their disposal. But they're unsure of how to sort through it and use it to make smart decisions. The result? They're struggling with profit-sapping supply chain... View Details

Keywords: Profit; Knowledge Use and Leverage; Logistics; Supply Chain Management; Mathematical Methods; Retail Industry

November 1983 (Revised May 1990)
Case

Procter & Gamble Co. (A)

By: John A. Quelch

An associate advertising manager at Procter & Gamble is considering several options to strengthen the company's position in the light duty liquid detergent market. One option is to introduce a fourth Procter & Gamble brand in the category. Provides substantial... View Details

Keywords: Product Positioning; Advertising; Product Launch; Brands and Branding; Consumer Products Industry; United States

June 1999 (Revised August 2004)
Case

The American Basketball League: The Last Chapter

By: Stephen A. Greyser and Elizabeth (Lisa) Smyth

Provides information on the demise of the American Basketball League (ABL) in December 1998. Reviews the League's attendance, television activity, and competitive positioning versus the Women's National Basketball Association (WNBA). In conjunction with earlier cases... View Details

Keywords: Product Positioning; Failure; Finance; Sports Industry

July 1987 (Revised October 1995)
Case

Phillips 66: Controlling a Company Through Crisis

By: Lynda M. Applegate

The downstream operations subsidiary of a major U.S. petroleum company is faced with major restructuring decisions and responds by developing an Executive Information System (EIS) which allows for increased responsiveness, wider span of control, and higher levels of... View Details

Keywords: Restructuring; Information Management; Governance Controls; Organizational Design; Crisis Management; Communication; Management Teams; Growth Management; Mining Industry; Mining Industry; United States