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

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10 Mar 2015
News

UCLA Researchers for the first Time Measure the Cost of Care for a Common Prostate Condition

05 Jul 2006
Working Paper Summaries

A Survey-Based Procedure for Measuring Uncertainty or Heterogeneous Preferences in Markets

Keywords: by Pai-Ling Yin; Technology; Web Services

August 2014
Technical Note

Conjoint Analysis: A Do it Yourself Guide

By: Elie Ofek and Olivier Toubia

Conjoint Analysis has become one of the most commonly used quantitative market research methods. It has been successfully employed across a wide variety of industries to quantify consumer preferences for products and services. This technical note is intended to provide... View Details

Keywords: Market Research; Conjoint Analysis; Consumer Preferences; Segmentation; Product Development; Demand Measurement; Demand and Consumers; Analysis; Markets

2016
Chapter

Navigating Natural Monopolies: Market Strategy and Nonmarket Challenges in Radio and Television Audience Measurement Markets

By: Hillary Greene and Dennis Yao

This paper explores how firms within the audience measurement industry, specifically its radio and television markets, have navigated myriad market and nonmarket challenges. The market strategies and the nonmarket forces that constrain those strategies are largely... View Details

Keywords: Measurement and Metrics; Marketing Strategy; Consumer Behavior; Monopoly; Television Entertainment; Public Opinion; Geographic Scope; Media and Broadcasting Industry; United States

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Summer 2017
Article

Measuring Consumer Preferences for Video Content Provision via Cord-Cutting Behavior

By: Jeffrey Prince and Shane Greenstein

The television industry is undergoing a generational shift in structure; however, many demand-side determinants are still not well understood. We model how consumers choose video content provision among over-the-air (OTA), paid subscription to cable or satellite, and... View Details

Keywords: Information Technology; Service Delivery; Consumer Behavior; Television Entertainment; Service Industry; Media and Broadcasting Industry

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Web

Data for Impact: Impact Measurement from Startup to Fortune 500 C-Suite - Course Catalog

facing demands to look beyond their bottom line, to meet a broader set of responsibilities to society and our planet. This is evidenced by the strength of ESG and impact investing industries but also by the proliferation of roles... View Details

2015
Working Paper

The Wisdom of Crowds in Operations: Forecasting Using Prediction Markets

By: Achal Bassamboo, Ruomeng Cui and Antonio Moreno

Prediction is an important activity in various business processes, but it becomes difficult when historical information is not available, such as forecasting demand of a new product. One approach that can be applied in such situations is to crowdsource opinions from... View Details

Keywords: Wisdom Of Crowds; Demand Forecasting; Price Forecasting; Forecasting and Prediction; Social and Collaborative Networks; Size; Performance

December 2016
Module Note

Strategy Execution Module 10: Using the Job Design Optimization Tool to Build Effective Organizations

By: Robert Simons

This module reading provides directions for using the online Job Design Optimization Tool (JDOT) which is available free of charge from Harvard Business School Publishing at https://cb.hbsp.harvard.edu/cbmp/resources/marketing/multimedia/JDOT/index.html. This tool can... View Details

Keywords: Management Control Systems; Implementing Strategy; Execution; Span Of Control; Span Of Accountability; Performance Measurement; Job Design; Organization Design; Strategy; Entrepreneurship

March 2017 (Revised May 2017)
Teaching Note

The Strategy Execution Series

By: Robert Simons and Jennifer Packard

This is the teaching note for the 15-module Strategy Execution series. New management tools and techniques are needed to implement strategy in the 21st century. Rapid innovation, entrepreneurial competitors, and increasingly demanding customers have radically altered... View Details

Keywords: Management Control Systems; Implementing Strategy; Strategy Execution; Performance Measurement; Profit Planning; Organization Design; Profitable Growth; Management Attention; Organizational Conflict; Job Design; Business Strategy; Management Systems; Entrepreneurship; Competition; Organizational Design; Performance Evaluation; Management Analysis, Tools, and Techniques

June, 2021
Article

Learning from Deregulation: The Asymmetric Impact of Lockdown and Reopening on Risky Behavior During COVID-19

By: Edward L. Glaeser, Ginger Zhe Jin, Benjamin T. Leyden and Michael Luca

During the COVID-19 pandemic, states issued and then rescinded stay-at-home orders that restricted mobility. We develop a model of learning by deregulation, which predicts that lifting stay-at-home orders can signal that going out has become safer. Using restaurant... View Details

Keywords: COVID-19; Lockdown; Reopening; Impact; Coronavirus; Public Health Measures; Mobility; Health Pandemics; Governing Rules, Regulations, and Reforms; Consumer Behavior

April 2011
Supplement

Porcini's Pronto: 'Great Italian cuisine without the wait!', Spreadsheet Supplement (Brief Case)

By: James L. Heskett and Richard Luecke

Keywords: Franchising; Syndication; Quantitative Analysis; Performance Measurement; Human Resource Management; Incentives; Motivation; Motivation and Incentives; Analysis; Consumer Behavior; Franchise Ownership; Human Resources; Performance Evaluation

September 2021 (Revised December 2021)
Case

STARZPLAY: Shooting for the Stars

By: Elie Ofek, Marco Bertini and Alpana Thapar

In mid-2021, Maaz Sheikh, cofounder and CEO of STARZPLAY, a Dubai-based subscription video on demand (SVOD) provider that catered to the Middle East and North Africa region, was wrestling with how to find the right balance between continued subscriber growth and... View Details

April 2011
Teaching Note

Porcini's Pronto: "Great Italian cuisine without the wait!" (Brief Case)

By: James L. Heskett and Richard Luecke

Teaching Note to 4277. View Details

Keywords: Franchising; Syndication; Quantitative Analysis; Performance Measurement; Human Resource Management; Incentives; Motivation; Management; Motivation and Incentives; Consumer Behavior; Mathematical Methods; Franchise Ownership; Human Resources; Performance Evaluation

24 Jul 2000
Research & Ideas

Value Maximization and Stakeholder Theory

we measure better versus worse? Even more simply, How do we keep score? "At the economy wide or social level," he continues, "the issue is the following: If we could dictate the criterion or objective function to be... View Details

Keywords: by Michael C. Jensen

June 2004
Article

A Catering Theory of Dividends

By: Malcolm Baker and Jeffrey Wurgler

We propose that the decision to pay dividends is driven by prevailing investor demand for dividend payers. Managers cater to investors by paying dividends when investors put a stock price premium on payers, and by not paying when investors prefer nonpayers. To test... View Details

Keywords: Dividends; Catering; Financial Instruments; Investment Return; Business and Shareholder Relations

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2023
Working Paper

ESG: From Process to Product

By: George Serafeim

ESG measurement, analysis, management, and communication is a process that the financial industry has turned into a product, resulting in many investment funds using the ESG label. This has caused confusion, generating demand for a framework that defines... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; ESG Ratings; ESG Reporting; Investment Fund; Investment; Corporate Social Responsibility and Impact; Financial Services Industry

2023
Working Paper

The Benefits of Revealing Race: Evidence from Minority-owned Local Businesses

By: Abhay Aneja, Michael Luca and Oren Reshef

Is there latent demand to support Black-owned businesses? To explore, we analyze a new feature that made it easier to identify Black-owned restaurants on a large online platform. We find that labeling restaurants as “Black-owned” increased customer engagement and... View Details

Keywords: Black-owned Businesses; Race; Prejudice and Bias; Ownership; Knowledge Dissemination; Digital Platforms; Consumer Behavior; Food and Beverage Industry

February 2010
Background Note

Marketing Analysis Toolkit: Market Size and Market Share Analysis

By: Thomas J. Steenburgh and Jill Avery

Marketers 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 toolkit enables students to size a market and generate a sales... View Details

Keywords: Forecasting and Prediction; Management Analysis, Tools, and Techniques; Marketing Strategy; Markets; Demand and Consumers; Size; Strategic Planning; Sales

May 2021 (Revised July 2021)
Case

Coats: Supply Chain Challenges

By: Willy C. Shih and Adina Wong

Coats, the largest thread maker in the world, transformed its business to digital colour measurement so that it could respond better to customer demand in the garment industry for rapid product cycles and more fragmented colour choices. Its embrace of digital colour... View Details

Keywords: Inventory Management; Supply Chains; Digital; Operations; Supply Chain Management; Apparel and Accessories Industry; Asia

August 2021
Supplement

Coats: Supply Chain Challenges: Spreadsheet Supplement

By: Willy C. Shih

Coats, the largest thread maker in the world, transformed its business to digital colour measurement so that it could respond better to customer demand in the garment industry for rapid product cycles and more fragmented colour choices. Its embrace of digital colour... View Details

Keywords: Inventory Management; Supply Chain; Inventory; Supply Chain Management; Operations; Growth and Development Strategy; Forecasting and Prediction; Demand and Consumers; Consolidation; Apparel and Accessories Industry; Asia

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