Demand Measurement - Publications - Faculty & Research - Harvard Business School

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17 Nov 2003
Research & Ideas

The Business of Babies

commercial business," Spar said. "I think this is wrong. The demands of the parent will outweigh political and moral opposition." However, those who want to succeed in the market need to fight to shape property, privacy,... View Details

Keywords: by Julia Hanna; Health

Article

How Much Is a Reduction of Your Customers' Wait Worth? An Empirical Study of the Fast-Food Drive-Thru Industry Based on Structural Estimation Methods

In many service industries, companies compete with each other on the basis of the waiting time their customers experience, along with other strategic instruments such as the price they charge for their service. The objective of this paper is to conduct an empirical... View Details

Keywords: Customer Satisfaction; Price; Service Delivery; Mathematical Methods; Competition; Food and Beverage Industry; Service Industry

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March 2003
Background Note

Monitoring the Health of Customer Relationships

By: Das Narayandas

Discusses the role of satisfaction and loyalty measurement in monitoring the health of customer relationships. View Details

Keywords: Customer Relationship Management; Customer Satisfaction; Demand and Consumers; Measurement and Metrics; Business and Stakeholder Relations

2011
Working Paper

The Flexible Substitution Logit: Uncovering Category Expansion and Share Impacts of Marketing Instruments

By: Qiang Liu, Thomas J. Steenburgh and Sachin Gupta

Different instruments are relevant for different marketing objectives (category demand expansion or market share stealing). To help brand managers make informed marketing mix decisions, it is essential that marketing mix models appropriately measure the different... View Details

Keywords: Decision Choices and Conditions; Forecasting and Prediction; Investment; Brands and Branding; Marketing Strategy; Demand and Consumers; Mathematical Methods

2024
Working Paper

Private Equity and Digital Transformation

By: Brian K. Baik, Wilbur Chen and Suraj Srinivasan

We study the role which private equity (PE) plays in digital transformation. We find that PE investment is associated with greater investments into portfolio firm’s digital technologies, as measured by IT expenditures and the hiring demand for AI skills. This... View Details

Keywords: Digital Transformation; Private Equity; Selection and Staffing; Investment Portfolio; Value Creation

August 2001 (Revised February 2005)
Case

Dakota Office Products

By: Robert S. Kaplan

The senior management team of Dakota, an office products distributor, is concerned about the company's first loss in history. Explores the role for activity based costing and customer profitability measurement in a distribution company. Dakota's customers are... View Details

Keywords: Activity Based Costing and Management; Order Taking and Fulfillment; Profit; Distribution; Customers; Distribution Industry

Article

Four Things No One Will Tell You About ESG Data

By: Sakis Kotsantonis and George Serafeim

As the ESG finance field and the use of ESG data in investment decision-making continue to grow, the authors seek to shed light on several important aspects of ESG measurement and data. This article is intended to provide a useful guide for the rapidly rising number of... View Details

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March 2020
Case

ZEISS Group: Organize by Customer Culture?

By: Willy C. Shih

How should ZEISS, the German manufacturer of precision optical and optoelectronic systems manage two historic businesses that operated fairly autonomously? The Industrial Quality Solutions (IQS) business sold measurement equipment to manufacturing companies in sectors... View Details

Keywords: Organizational Structure; Organizational Culture; Manufacturing Industry; Europe; Germany

September – October 2009
Article

U.S. Energy Policy: Overcoming Barriers to Acting

By: Max Bazerman

Energy policy is on everyone's mind these days. The U.S. presidential campaign focused on energy independence and exploration (drill, baby, drill), climate change, alternative fuels, even nuclear energy. But there is a serious problem endemic to America's energy... View Details

Keywords: Policy; Climate Change; Energy Sources; Government and Politics; Cognition and Thinking; Management Analysis, Tools, and Techniques; Problems and Challenges; Non-Renewable Energy; Economics; Natural Environment; Energy Industry; United States

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20 Oct 2011
Research & Ideas

Getting the Marketing Mix Right

Businesses rely on solid marketing strategies to boost sales—yet the tools used to evaluate these strategies often provide misleading results, leaving managers with the inability to accurately measure how they can get the best bang for... View Details

Keywords: by Dina Gerdeman

2024
Working Paper

Catalysts for Climate Solutions: Corporate Responses to Venture Capital Financing of Climate-tech Startups

By: Shirley Lu, George Serafeim and Simon Xu

We study whether incumbent firms increase their product focus on climate solutions in response to venture capital (VC) financing of climate-tech startups. Using large language models to measure a firm's focus on climate solutions, we find that incumbents in similar... View Details

Keywords: Climate Finance; Climate Change; Technological Innovation; Entrepreneurship; Venture Capital; Private Equity; Environmental Sustainability; Business Startups

Who Guarantees Your Workplace is Safe for Return?

As we start to think about returning to work, shopping, and recreation, there is much talk about transformed... View Details

Research Summary

Drip Pricing

Anyone who has shopped for an airline ticket online has experienced drip pricing, as each successive screen seems to reveal another fee throughout the purchasing process. This practice is becoming prevalent in a variety of industries, but its effect on consumers is... View Details

June 2023
Case

Investing in the Climate Transition at Neuberger Berman

By: George Serafeim and Benjamin Maletta

By mid-2023, Neuberger Berman (NB), an active asset manager, had grown its assets under management to about half a trillion dollars and took pride in its client centricity and innovative spirit. Responding to client demand for investment products that integrated... View Details

Article

Equitable and Efficient Coordination in Traffic Flow Management

By: Cynthia Barnhart, Dimitris Bertsimas, Constantine Caramanis and Douglas S. Fearing

When air traffic demand is projected to exceed capacity, the FAA implements Traffic Flow Management programs. Independently, these programs maintain a first-scheduled, first-served invariant, which is the accepted standard of fairness within the industry. Coordinating... View Details

Keywords: Traffic Flow Management; Ground Holding Programs; Equitable Flight Delay; Equity; Saving; Management; Management Practices and Processes; Demand and Consumers; Performance Capacity; Performance Efficiency; Conflict and Resolution; System; Aerospace Industry

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December 1996 (Revised December 1997)
Case

NAPOCOR Privatization: Power in the Philippines

In the summer of 1993, brownouts reached 10 hours a day in Metro Manila, the center of the Philippine economy. Solving the electricity crisis was central to recently elected President Fidel Ramos's plan to transform the Philippines from the "sick man of Asia" to the... View Details

Keywords: Energy Generation; Privatization; Energy Industry; Philippines

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May 2023 (Revised November 2023)
Case

Arcos Dorados: Decarbonizing McDonald’s in Latin America

By: George Serafeim, Michael W. Toffel, Jenyfeer Martinez Buitrago and Mariana Cal

This case describes the decarbonization strategy of Arcos Dorados—McDonald’s largest independent franchisee, operating in 20 countries and territories in Latin America and the Caribbean—and how the company measured its greenhouse gas (GHG) emissions, including those... View Details

Keywords: Environmental Accounting; Animal-Based Agribusiness; Plant-Based Agribusiness; Change Management; Forecasting and Prediction; Environmental Sustainability; Food; Growth Management; Supply Chain; Corporate Social Responsibility and Impact; Strategy; Agriculture and Agribusiness Industry; Food and Beverage Industry; Green Technology Industry; Consumer Products Industry; Latin America; North and Central America; South America

May 2008
Article

Excess Comovement of Stock Returns: Evidence from Cross-sectional Variation in Nikkei 225 Weights

By: Robin Greenwood

In the presence of limits to arbitrage, cross-sectional variation in periodic investor demand should be related to the degree of comovement of returns. I exploit the unusual weighting system of the Nikkei 225 index in Japan to identify cross-sectional variation in... View Details

Keywords: Stocks; Investment; Investment Return; Market Transactions; Weight; Performance Expectations; Behavior; Japan

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Article

A Framework for Research on Corporate Accountability Reporting

By: Karthik Ramanna

This paper provides an accounting-based conceptual framing of the phenomenon of corporate accountability reporting. Such reporting is seen as arising from a delegator's (e.g., a citizenry) demand to hold a delegate (e.g., shareholders) to account. When effective,... View Details

Keywords: Corporate Accountability; Value; Financial Reporting; Business and Shareholder Relations

24 Nov 2020
Working Paper Summaries

Accounting for Product Impact in the Consumer Finance Industry

Keywords: by George Serafeim and Katie Trinh; Financial Services

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