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Publications

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      • 2022
      • Working Paper

      Understanding Rural Households' Time Use in a Developing Setting: Validating a Low-Cost Time Use Module

      By: Erica M Field, Rohini Pande, Natalia Rigol, Simone G. Schaner, Elena M. Stacy and Charity M. Troyer Moore
      Time use data facilitate deeper understanding of individual labor supply choices, especially for women, who are more likely to engage in unpaid care and home production. However, traditional time use data collection methods are time-consuming, expensive and susceptible...  View Details
      Keywords: Time Use; Household; Rural Scope; Developing Countries and Economies; Time Management; Data and Data Sets; Surveys
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      Field, Erica M., Rohini Pande, Natalia Rigol, Simone G. Schaner, Elena M. Stacy, and Charity M. Troyer Moore. "Understanding Rural Households' Time Use in a Developing Setting: Validating a Low-Cost Time Use Module." NBER Working Paper Series, No. 29671, January 2022.
      • Article

      The Supply Chain Economy: New Policies to Drive Innovation and Jobs

      By: Mercedes Delgado and Karen G. Mills
      The debate in economic policymaking about the drivers of innovation and job creation has long centered on manufacturing versus services. The predominant view is that manufacturing drives innovation, wages, and growth, and that services provide less innovation and...  View Details
      Keywords: Supply Chain Industries; Supply Chain; Economy; Policy; Innovation and Invention; Jobs and Positions
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      Delgado, Mercedes, and Karen G. Mills. "The Supply Chain Economy: New Policies to Drive Innovation and Jobs." Economía Industrial, no. 421 (December 2021).
      • March 2021
      • Article

      Assortment Rotation and the Value of Concealment

      By: Kris J. Ferreira and Joel Goh
      Assortment rotation—the retailing practice of changing the assortment of products offered to customers—has recently been used as a competitive advantage for both brick-and-mortar and online retailers. We focus on product categories where consumers may purchase multiple...  View Details
      Keywords: Assortment Optimization; Retailing; Imperfect Information; Sales; Strategy; Consumer Behavior
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      Ferreira, Kris J., and Joel Goh. "Assortment Rotation and the Value of Concealment." Management Science 67, no. 3 (March 2021): 1489–1507.
      • Winter 2021
      • Article

      How Would-Be Category Kings Become Commoners

      By: Rory McDonald and Keith Krach
      Category creation is the holy grail in business, but more often than not, the very companies that establish lucrative new markets don’t end up being the category kings. Why? Many executives undermine their own ventures’ standing by misinterpreting and misfiring on...  View Details
      Keywords: New Markets; Innovation and Invention; Innovation Strategy; Business Model
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      McDonald, Rory, and Keith Krach. "How Would-Be Category Kings Become Commoners." MIT Sloan Management Review 62, no. 2 (Winter 2021): 76–82.
      • June 2, 2020
      • Article

      How to 'Re-engineer' Your Business for Safety

      By: Hubert Joly
      Process reengineering was a massive trend in the 1990s. By focusing on improving either cost, quality, or service, a company could gain benefits in all three categories. Today, the principles that underpin process reengineering can be applied anew, with safety as a...  View Details
      Keywords: Re-engineering; COVID; Safety; Performance Improvement; Organizational Change and Adaptation
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      Joly, Hubert. "How to 'Re-engineer' Your Business for Safety." Harvard Business Review Digital Articles (June 2, 2020).
      • 2021
      • Working Paper

      The Project on Impact Investments' Impact Investment Database

      By: M. Diane Burton, Shawn Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Josh Lerner, Fanele Mashwama, Yue (Cynthia) Xu and T. Robert Zochowski
      Impact investing has grown significantly over the past 15 years. From a niche investing segment with only $25 billion AUM in 2013 (WEF 2013), it experienced double-digit growth and developed into a market with an estimated $502 billion AUM (Mudaliapar and Dithrich...  View Details
      Keywords: Impact Investing; Investment; Data and Data Sets; Analysis
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      Burton, M. Diane, Shawn Cole, Abhishek Dev, Christina Jarymowycz, Leslie Jeng, Josh Lerner, Fanele Mashwama, Yue (Cynthia) Xu, and T. Robert Zochowski. "The Project on Impact Investments' Impact Investment Database." Harvard Business School Working Paper, No. 20-117, May 2020. (Revised August 2021.)
      • April 2020
      • Background Note

      U.S. Food Retail During the Pandemic: March 2020

      By: José B. Alvarez and Natalie Kindred
      This note, written in late March 2020 and mainly U.S. focused, looks at the unfolding impact of the coronavirus pandemic on food retailers and their suppliers. It allows student to consider the challenges facing food retail executives as they navigate urgent supply...  View Details
      Keywords: Coronavirus Pandemic; Risk and Uncertainty; Risk Management; Food; Supply Chain; Consumer Behavior; Demand and Consumers; Trade; Crisis Management; Health Pandemics; Food and Beverage Industry; Agriculture and Agribusiness Industry; Retail Industry; United States
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      Alvarez, José B., and Natalie Kindred. "U.S. Food Retail During the Pandemic: March 2020." Harvard Business School Background Note 520-098, April 2020.
      • 2022
      • Working Paper

      Shaping Nascent Industries: Innovation Strategy and Regulatory Uncertainty in Personal Genomics

      By: Cheng Gao and Rory McDonald
      For a new market category to materialize, someone must actively bring it into existence. Yet it remains a mystery how entrepreneurs, whose resources are stretched thin, can accomplish this task. Prior research emphasizes the importance of market-shaping...  View Details
      Keywords: Technological Change; Innovation; Qualitative Methods; New Categories; Entrepreneurship; Technological Innovation; Governing Rules, Regulations, and Reforms; Risk and Uncertainty; Strategy
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      Gao, Cheng, and Rory McDonald. "Shaping Nascent Industries: Innovation Strategy and Regulatory Uncertainty in Personal Genomics." Harvard Business School Working Paper, No. 20-095, March 2020. (Revised January 2022. Accepted for publication at Administrative Science Quarterly.)
      • 2019
      • Working Paper

      Does Apple Anchor a Shopping Mall? The Effect of the Technology Stores on the Formation of Market Structure

      By: Doug J. Chung, Kyoungwon Seo and Reo Song
      This study examines the effect of technology stores—company-owned Apple and Microsoft retail stores—on mall configuration. We formulate a structural model that considers the endogenous location decisions of retail stores, taking into account both market characteristics...  View Details
      Keywords: Apple Store; New Anchor Store; Discrete Game; Complete Information; Multiple Equilibria; GPGPU Technology; Simulator; Bayesian Estimation; Shopping Mall; Spillover
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      Chung, Doug J., Kyoungwon Seo, and Reo Song. "Does Apple Anchor a Shopping Mall? The Effect of the Technology Stores on the Formation of Market Structure." Harvard Business School Working Paper, No. 20-066, December 2019.
      • October 2019 (Revised August 2020)
      • Case

      The Predictive Index

      By: Lynda M. Applegate and James Weber
      Mike Zani and Daniel Muzquiz needed to decide next steps to create a new category in the human resources consulting industry and scale their company.
      Zani and Muzquiz, serial entrepreneurs, acquired Predictive Index in 2014. Previously, as clients of the...  View Details
      Keywords: Human Resources; Selection and Staffing; Talent and Talent Management; Recruitment; Corporate Entrepreneurship; Venture Capital; Change Management; Disruptive Innovation; Digital Platforms; Growth and Development Strategy; Consulting Industry; Service Industry; United States
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      Applegate, Lynda M., and James Weber. "The Predictive Index." Harvard Business School Case 820-034, October 2019. (Revised August 2020.)
      • August 2019 (Revised March 2022)
      • Case

      Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart

      By: Elie Ofek and Danielle Golan
      Launching its first products in the fall of 2016 in New York, insurtech startup Lemonade was on a mission to disrupt the insurance market by using AI and behavioral economics principles. The company offered renters, homeowners, and condo insurance and mainly targeted...  View Details
      Keywords: AI; Business Startups; Insurance; Technological Innovation; Business Model; Disruption; Brands and Branding; Growth and Development Strategy; Global Strategy; Decision Making; Insurance Industry; Technology Industry
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      Ofek, Elie, and Danielle Golan. "Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart." Harvard Business School Case 520-020, August 2019. (Revised March 2022.)
      • August 2019
      • Article

      When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation

      By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
      Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,...  View Details
      Keywords: Recommender Systems; Personalization; Recommendation Diversity; Variety Seeking; Collaborative Filtering; Consumer Utility Models; Digital Media; Clickstream Analysis; Learning-to-rank; Consumer Behavior; Media; Customization and Personalization; Strategy; Mathematical Methods
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      Song, Yicheng, Nachiketa Sahoo, and Elie Ofek. "When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation." Management Science 65, no. 8 (August 2019): 3737–3757.
      • November 2018 (Revised May 2019)
      • Case

      Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia

      By: Kristin Fabbe, Safwan Al-Amin, Esel Cekin and Natalie Kindred
      With SAR 14 billion ($3.7 billion) in 2017 revenues, Almarai was Saudi Arabia’s largest dairy producer, distributor, and marketer, with a large portfolio of branded dairy products, juices, bakery goods, and infant formula and a sales presence across the Gulf region,...  View Details
      Keywords: Dairy; Agriculture; Kingdom Of Saudi Arabia; Almarai; Schorderet; Food Security; Public Policy; Self Sufficiency; Gulf; GCC; Business And Government; Agribusiness; Marketing; Distribution; Change Management; Leading Change; Strategy; Government and Politics; Policy; Diversification; Integration; Horizontal Integration; Vertical Integration; Food; Brands and Branding; Growth and Development Strategy; Business and Government Relations; Agriculture and Agribusiness Industry; Food and Beverage Industry; Consumer Products Industry; Saudi Arabia; Middle East
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      Fabbe, Kristin, Safwan Al-Amin, Esel Cekin, and Natalie Kindred. "Almarai Company: Milk and Modernization in the Kingdom of Saudi Arabia." Harvard Business School Case 719-020, November 2018. (Revised May 2019.)
      • April 2018
      • Teaching Note

      Formlabs: Selling a New 3D Printer

      By: Frank Cespedes
      Teaching Note for HBS No. 817-001. Formlabs is a venture that manufactures and sells 3D printers used in a variety of industries and applications. As the young company prepares to ship its latest model, the head of Customer Development is tasked with developing a...  View Details
      Keywords: 3D Printing And Manufacturing; Sales Channel Development; Sales Strategy; Entrepreneurial Management; Product Engineering; Prototype; Prototyping; Entrepreneurship; Product Launch; Information Infrastructure; Business Startups; Customers; Technological Innovation; Growth and Development Strategy; Technology Adoption; Marketing Channels; Marketing Strategy; Product Positioning; Demand and Consumers; Sales; Salesforce Management; Technology Industry; Computer Industry; Manufacturing Industry; United States; Massachusetts; Europe; Asia
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      Cespedes, Frank. "Formlabs: Selling a New 3D Printer." Harvard Business School Teaching Note 818-127, April 2018.
      • January 2018
      • Case

      Under Armour

      By: Rory McDonald, Clayton M. Christensen, Daniel West and Jonathan E. Palmer
      After 20 years of growth unprecedented in the sports apparel industry, Under Armour finds itself with a new record to beat: making the leap from $5 to $10 billion in sales—a feat only accomplished to date by competitors Nike and Adidas. At the heart of this challenge...  View Details
      Keywords: Under Armour; Nike; Adidas; "Jobs To Be Done; Purpose Brands; Entrepreneurship; Customer Focus and Relationships; Innovation Strategy; Business Growth and Maturation; Growth Management; Innovation Leadership; Sports Industry; Apparel and Accessories Industry; Fashion Industry; Health Industry; Technology Industry; Retail Industry; United States; Maryland; Baltimore
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      McDonald, Rory, Clayton M. Christensen, Daniel West, and Jonathan E. Palmer. "Under Armour." Harvard Business School Case 618-020, January 2018.
      • 2017
      • Article

      Self-Managing Organizations: Exploring the Limits of Less-Hierarchical Organizing

      By: Michael Y. Lee and Amy C. Edmondson
      Fascination with organizations that eschew the conventional managerial hierarchy and instead radically decentralize authority has been longstanding, albeit at the margins of scholarly and practitioner attention. Recently, however, organizational experiments in radical...  View Details
      Keywords: Self-Managed Organizations; Self-Managed Teams; Self-organizing Systems; Self-managing Organizations; Flat Organization; Decentralization; Organization Design; Non-hierarchical Organizations; Less-hierarchical Organizing; Organizational Structure; Organizational Design; Research
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      Lee, Michael Y., and Amy C. Edmondson. "Self-Managing Organizations: Exploring the Limits of Less-Hierarchical Organizing." Research in Organizational Behavior 37 (2017): 35–58.
      • May 2017
      • Teaching Note

      Partners Group: Ain't No Mountain High Enough

      By: Nori Gerardo Lietz
      Partners Group (PG), a Swiss-based PE manager, initiated a series of strategic shifts and evolved from a predominately fund-of-funds manager into a large, multi-asset class PE firm focused on direct investments. PG was the first PE firm to go public in 2006. A number...  View Details
      Keywords: Business Model; Entrepreneurship; Management Practices and Processes; Private Equity
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      Lietz, Nori Gerardo. "Partners Group: Ain't No Mountain High Enough." Harvard Business School Teaching Note 217-064, May 2017.
      • February 2017
      • Case

      Aston Martin: A Second Century of Performance and Luxury

      By: Vish V. Krishnan, Karim R. Lakhani and Amram Migdal
      Following the March 2016 launch of DB11, Aston Martin Lagonda Ltd.’s first new sports car platform in over a decade, this case discusses the future strategy of the famed British luxury auto manufacturer. Since its founding in 1902, Aston Martin has been characterized...  View Details
      Keywords: Luxury; Auto Brand; Luxury Auto; Growth; Innovation; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Brands and Branding; Product Marketing; Product Launch; Product Positioning; Operations; Product Design; Product Development; Production; Innovation and Invention; Transportation; Innovation and Management; Innovation Strategy; Change; Transformation; Management; Marketing; Auto Industry; Europe; United Kingdom; England
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      Krishnan, Vish V., Karim R. Lakhani, and Amram Migdal. "Aston Martin: A Second Century of Performance and Luxury." Harvard Business School Case 617-033, February 2017.
      • November 2016 (Revised December 2016)
      • Module Note

      Strategy Execution Module 7: Designing Asset Allocation Systems

      By: Robert Simons
      This module reading provides tools and analyses for acquiring and allocating resources. The module begins by reviewing the importance of setting strategic boundaries as a basis for asset acquisitions. Next, a distinction is made between new assets acquired to meet...  View Details
      Keywords: Management Control Systems; Implementing Strategy; Execution; Asset Allocation Systems; Payback; Discounted Cash Flow; Internal Rate Of Return; Strategic Investments; Analyzing Acquisitions; Strategy; Capital Budgeting
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      Simons, Robert. "Strategy Execution Module 7: Designing Asset Allocation Systems." Harvard Business School Module Note 117-107, November 2016. (Revised December 2016.)
      • September 2016
      • Case

      Partners Group: Ain't No Mountain High Enough

      By: Nori Gerardo Lietz and Ricardo Andrade
      Partners Group (PG), a Swiss-based PE manager, initiated a series of strategic shifts and evolved from a predominately fund-of-funds manager into a large, multi-asset class PE firm focused on direct investments. PG was the first PE firm to go public in 2006. A number...  View Details
      Keywords: Business Model; Management Practices and Processes; Entrepreneurship
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      Lietz, Nori Gerardo, and Ricardo Andrade. "Partners Group: Ain't No Mountain High Enough." Harvard Business School Case 217-035, September 2016.
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