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

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September 2020 (Revised March 2022)
Case

JOANN: Joannalytics Inventory Allocation Tool

By: Kris Ferreira and Srikanth Jagabathula

Michael Joyce, Vice President of Inventory Management at JOANN, championed an effort to develop and implement an inventory allocation analytics tool that used advanced analytics to predict in-season demand of seasonal items for each of JOANN’s nearly 900 stores and... View Details

Keywords: Analytics; Machine Learning; Optimization; Inventory Management; Mathematical Methods; Decision Making; Operations; Supply Chain Management; Resource Allocation; Distribution; Technology Adoption; Applications and Software; Change Management; Fashion Industry; Consumer Products Industry; Retail Industry; United States; Ohio

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

February 2016 (Revised June 2016)
Case

Curtis LLP: A Case on Cases

By: Nikolaos Trichakis

A product market firm faces an inventory investment decision in the face of demand uncertainty. To hedge against some of the uncertainty, the firm contemplates an additional fixed investment that would offer the flexibility of diverting inventory in case of weak sales.... View Details

Keywords: Dynamic Decision Making Under Uncertainty; Operations Management; Inventory Management; Real Options; Management; Risk and Uncertainty; Decision Choices and Conditions; Operations

August 2021 (Revised November 2023)
Teaching Note

Coats: Supply Chain Challenges

By: Willy C. Shih

Teaching Note for HBS Case No. 621-115.
Faced with continuing cost pressure, should Coats, the world's largest thread maker, relocate some of its make-to-stock manufacturing to an ultra-low-cost region while leaving make-to-order demand close to customers? View Details

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

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

August 2015 (Revised October 2017)
Case

Turnaround at Norsk Gjenvinning (A)

By: George Serafeim

Erik Osmundsen, CEO of Norsk Gjenvinning (NG), had initiated a program to strenghten corporate governance, eliminate corruption and improve compliance, and as a result the company had experienced a turnover of almost half of its top 70 line managers and strained... View Details

August 2021 (Revised November 2023)
Supplement

Coats: Supply Chain Challenges

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; Apparel and Accessories Industry; Asia

March 2013
Teaching Note

Nestlé: Agricultural Material Sourcing Within the Concept of Creating Shared Value (CSV) (TN)

By: Ray A. Goldberg and Matthew Preble

In December 2012, Hans Jöhr, Nestlé's head of corporate agriculture, was preparing to meet with the company's board of directors to discuss its vision for the future related to sustainable agriculture. Nestlé's continued success depended on its ability to access the... View Details

Keywords: Sustainability; Sustainability Management; Agribusiness; Environmental Sustainability; Food; Nutrition; Agriculture and Agribusiness Industry

Research Summary

Overview

By: Kris Johnson Ferreira

Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details

Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry

2016
Working Paper

Capital Requirements, Risk Choice, and Liquidity Provision in a Business Cycle Model

By: Juliane Begenau

This paper develops a quantitative dynamic general equilibrium model in which households' preferences for safe and liquid assets constitute a violation of Modigliani and Miller. I show that the scarcity of these coveted assets created by increased bank capital... View Details

Keywords: Capital Requirement; Bank Regulation; Demand For Safe Assets; Business Cycles; Bank Lending; Risk Management; Financial Liquidity; Financing and Loans; Capital; Banks and Banking

May 2008
Case

Thomas Green: Power, Office Politics and a Career in Crisis

By: W. Earl Sasser Jr. and Heather Beckham

The case describes the dilemma of a marketing manager, Thomas Green, who, after being rapidly promoted, is harshly criticized by his boss, Frank Davis. Green and Davis disagree on work styles and market projections. Green believes the sales goals set by Davis are based... View Details

Keywords: Superior ＆ Subordinate; Performance Management; Personal Strategy ＆ Style; Management Style; Conflict Management; Communication; Rank and Position; Personal Characteristics; Power and Influence

January 2015 (Revised October 2015)
Case

Trouble at Tessei

By: Ethan Bernstein and Ryan W. Buell

In 2005, Teruo Yabe is asked to revive Tessei, the 669-person JR-East subsidiary responsible for cleaning its Shinkansen ("bullet") trains. Operational mistakes, customer complaints, safety issues, and employee turnover are at or near all-time highs, even as the... View Details

Keywords: Service Management; Employee Engagement; Employee Motivation; Leadership And Managing People; Quality Improvement; Efficiency; Japan; Operational Transparency; Employee Coordination; Transparency; Leadership; Service Delivery; Service Operations; Employees; Quality; Transportation Industry; Japan

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

February 18, 2022
Article

Transparency as a Solution for COVID-19 Related Hospital Capacity Issues

By: Regina E. Herzlinger and Richard Boxer

In the initial phases of the COVID-19 pandemic, many U.S. hospitals could not provide an adequate supply of beds to meet demand. Solving the problem of hospital bed capacity is of great importance in the “new normal,” which requires recognizing that SARS-CoV-2 is but... View Details

Keywords: COVID; COVID-19 Pandemic; Health Care; Health Care Demand; Health Care Delivery; Health Care Industry; Health Care Operations; Health Care Policy; Transparency; Hospital; Hospital Management; Hospitals; Health Pandemics; Health Care and Treatment; Service Delivery; Operations; Performance Capacity; Policy; Health Industry

June 2014 (Revised October 2015)
Case

Molycorp: Financing the Production of Rare Earth Minerals (A)

By: Benjamin C. Esty and E. Scott Mayfield

Molycorp, the western hemisphere's only producer of rare earth minerals, was in the middle of a $1 billion capital expenditure project in its effort to become a vertically integrated supplier of rare earth minerals, oxides, and metals. Yet it had just reported lower... View Details

January 2019 (Revised October 2020)
Technical Note

Brand Storytelling

Marketers have long appreciated the value and power of storytelling. Stories fill brands with resonant and relevant meaning and empower brands to serve as critical elements in the lives of consumers. Mastering the art of brand storytelling is an increasingly important... View Details

Keywords: Brand Communication; Brand Management; Brand Storytelling; Marketing; Marketing Communications; Brands and Branding; Marketing Strategy; Advertising; Consumer Behavior; Consumer Products Industry

March 2016
Teaching Note

Advanced Leadership Pathways: Inge Skjelfjord and the Cacao Supply Chain

By: Rosabeth Moss Kanter and Ai-Ling Jamila Malone

Inge Skjelfjord, with a long career in international finance focused on agribusiness projects, had a vision to build a cacao research center that would help smallholder cacao farmers, who benefited the least from the chocolate value chain. He aimed to support the... View Details

Keywords: Agribusiness Industry; Farming; Farm; Policy; Change Management; Innovation; Agribusiness; Education; Economic Growth; Research; Supply Chain; Supply Chain Management; Agriculture and Agribusiness Industry; Ecuador

2015
Working Paper

Service Quality, Inventory and Competition: An Empirical Analysis of Mobile Money Agents in Africa

By: Karthik Balasubramanian and David F. Drake

The use of electronic money transfer through cellular networks ("mobile money") is rapidly increasing in the developing world. The resulting electronic currency ecosystem could improve the lives of the estimated 2 billion people who live on less than $2 a day by... View Details

Keywords: Operations Strategy; Base Of The Pyramid; Mobile Money; Inventory Management; Competition; Currency; Service Operations; Mobile and Wireless Technology

October 2015 (Revised February 2020)
Teaching Note

Trouble at Tessei

By: Ethan Bernstein and Ryan Buell

In 2005, Teruo Yabe is asked to revive Tessei, the 669-person JR-East subsidiary responsible for cleaning its Shinkansen ("bullet") trains. Operational mistakes, customer complaints, safety issues, and employee turnover are at or near all-time highs, even as the... View Details

Keywords: Service Management; Employee Engagement; Employee Motivation; Leadership And Managing People; Quality Improvement; Efficiency; Japan; Operational Transparency; Employee Coordination; Transparency; Leadership; Service Delivery; Service Operations; Employees; Quality; Transportation Industry; Japan

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