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Publications

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    • Faculty Publications  (636)

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    • All HBS Web  (7,418)
      • Faculty Publications  (636)

      Product Design Remove Product Design →

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      Product Design: Articles, Research, & Case Studies on Product Design– HBS Working Knowledge
      Skip to Main Content Cold Call A podcast featuring faculty discussing cases they've written and the lessons they impart. Subscribe on iTunes 29 Sep...
      The Product Design Sprint - 5 Things I Learned in Launch Lab 1
      On Monday January 13th, 28 students from the inaugural MS-MBA: Engineering Sciences cohort gathered in Batten Hall to begin “Launch Lab”, a two-week...
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      • Article

      Variety of Innovation in Global Value Chains

      By: Giulio Buciuni and Gary P. Pisano
      This article analyzes how the geography and organization of pre- and production stages in Global Value Chains (GVC) contribute to lead firms' innovation development. A novel approach in GVC studies is introduced based on transaction cost economics (TCE) and the...  View Details
      Keywords: Gvc; Global Value Chains; Manufacturing; production; Global Range; Innovation And Invention
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      Buciuni, Giulio, and Gary P. Pisano. "Variety of Innovation in Global Value Chains." Art. 101167. Journal of World Business 56, no. 2 (February 2021).
      • February 2021
      • Article

      Assessment of Electronic Health Record Use Between U.S. and Non-U.S. Health Systems

      By: A Jay Holmgren, Lance Downing, David W. Bates, Tait D. Shanafelt, Arnold Milstein, Christopher Sharp, David Cutler, Robert S. Huckman and Kevin A. Schulman
      Importance: Understanding how the electronic health record (EHR) system changes clinician work, productivity, and well-being is critical. Little is known regarding global variation in patterns of use.
      Objective: To provide insights into which EHR...  View Details
      Keywords: Electronic Health Records; Health Care And Treatment; Online Technology; Health Industry; Information Technology Industry
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      Holmgren, A Jay, Lance Downing, David W. Bates, Tait D. Shanafelt, Arnold Milstein, Christopher Sharp, David Cutler, Robert S. Huckman, and Kevin A. Schulman. "Assessment of Electronic Health Record Use Between U.S. and Non-U.S. Health Systems." JAMA Internal Medicine 181, no. 2 (February 2021): 251–259.
      • January 2021
      • Case

      Eaton Corporation: Portfolio Transformation and the Cost of Capital (Abridged)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...  View Details
      Keywords: Mergers And Acquisitions; Business Conglomerates; Business Divisions; Cost Of Capital; Corporate Finance; Value; Valuation; Industrial products Industry; United States; Denmark; Republic Of Ireland
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and the Cost of Capital (Abridged)." Harvard Business School Case 221-070, January 2021.
      • January 2021
      • Supplement

      Eaton Corporation: Portfolio Transformation and The Cost of Capital (Abridged)

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...  View Details
      Keywords: Mergers And Acquisitions; Business Conglomerates; Business Divisions; Cost Of Capital; Corporate Finance; Value; Valuation; Industrial products Industry; United States; Denmark; Republic Of Ireland
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and The Cost of Capital (Abridged)." Harvard Business School Spreadsheet Supplement 221-708, January 2021.
      • January 2021 (Revised January 2021)
      • Case

      THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)

      By: Jill Avery, Ayelet Israeli and Emma von Maur
      THE YES, a multi-brand shopping app launched in May 2020 offered a new type of buying experience for women’s fashion, driven by a sophisticated algorithm that used data science and machine learning to create and deliver a personalized store for every shopper, based on...  View Details
      Keywords: Data; Data Analytics; Artificial Intelligence; Ai; Ai Algorithms; Ai Creativity; Fashion; Retail; Retail Analytics; Digital Marketing; E-commerce; E-commerce Strategy; Platform; Platforms; Marketing Strategy; Brands And Branding; Consumer Behavior; Big Data; Preference Elicitation; Preference Prediction; Predictive Analytics; App Development; Marketing Channels; "marketing Analytics"; Advertising; Mobile App; Mobile Marketing; Apparel; Online Advertising; Referral Rewards; Referrals; Female Ceo; Female Entrepreneur; Female Protagonist; Data And Data Sets; Analysis; Creativity; Marketing Strategy; Brands And Branding; Consumer Behavior; Demand And Consumers; Forecasting And Prediction; Online Advertising; Online Technology; Mobile Technology; Fashion Industry; Retail Industry; Apparel And Accessories Industry; Consumer products Industry; United States
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      Avery, Jill, Ayelet Israeli, and Emma von Maur. "THE YES: Reimagining the Future of E-Commerce with Artificial Intelligence (AI)." Harvard Business School Case 521-070, January 2021. (Revised January 2021.)
      • January 2021 (Revised February 2021)
      • Technical Note

      A Three-Part Framework for Entrepreneurial Marketplace Design

      By: Scott Kominers
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      Kominers, Scott. "A Three-Part Framework for Entrepreneurial Marketplace Design." Harvard Business School Technical Note 821-065, January 2021. (Revised February 2021.)
      • 2020
      • Working Paper

      The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy

      By: Dominika K. Sarnecka and Gary P. Pisano
      Over the past few decades, a consensus has emerged that breakthrough innovations emerge from exploration of novel terrain while more routine innovations are the product of exploitation. In this paper, we revisit this explore versus exploit dichotomy with an analysis...  View Details
      Keywords: Breakthrough Innovation; Exploration And Exploitation; Innovation And Invention; Technological Innovation
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      Sarnecka, Dominika K., and Gary P. Pisano. "The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy." Harvard Business School Working Paper, No. 21-071, December 2020.
      • Article

      Soul and Machine (Learning)

      By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
      Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...  View Details
      Keywords: Machine Learning; Marketing Applications; Knowledge; Technological Innovation; Core Relationships; Marketing
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      Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Marketing Letters 31, no. 4 (December 2020): 393–404.
      • 2020
      • Working Paper

      Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?

      By: Alvin J. Silk and Ernst R. Berndt
      The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications...  View Details
      Keywords: Economy; Advertising; Spending; Media
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      Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?" NBER Working Paper Series, No. 28161, December 2020.
      • 2021
      • Working Paper

      Accounting for Product Impact in the Airlines Industry

      By: George Serafeim and Katie Trinh
      We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the airlines industry. We design a monetization methodology that allows us to calculate monetary impact estimates of fare...  View Details
      Keywords: Product Innovation; Impact; Impact Investing; Impact Measurement; Esg; Esg (environmental, Social, Governance) Performance; Esg (environmental, Social, Governance) Performance; Esg Ratings; Social Corporate Responsibility; Corporate Social Responsibility; Social Impact; Air Transportation; Aviation; product design; product Positioning; Society; product; Environmental Sustainability; Measurement And Metrics; Framework; Corporate Social Responsibility And Impact; Air Transportation Industry
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      Serafeim, George, and Katie Trinh. "Accounting for Product Impact in the Airlines Industry." Harvard Business School Working Paper, No. 21-066, November 2020. (Revised February 2021.)
      • 2020
      • Working Paper

      The Twofold Effect of Customer Retention in Freemium Settings

      By: Eva Ascarza, Oded Netzer and Julian Runge
      The main tradeoff in designing freemium services is how much of the product to offer for free. At the heart of such a tradeoff is the balancing act of providing a valuable free product in order to acquire and engage consumers, while making the free product limited...  View Details
      Keywords: Freemium; Retention; Retention/churn; Field Experiment; Field Experiments; Gaming; Gaming Industry; Mobile App; Mobile App Industry; Monetization; Monetization Strategy; Games, Gaming, And Gambling; Mobile Technology; Customers; Retention; product design; Strategy
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      Ascarza, Eva, Oded Netzer, and Julian Runge. "The Twofold Effect of Customer Retention in Freemium Settings." Harvard Business School Working Paper, No. 21-062, November 2020.
      • 2020
      • Working Paper

      Accounting for Product Impact in the Consumer Finance Industry

      By: George Serafeim and Katie Trinh
      We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor credit card providers within the consumer finance industry. We design a monetization methodology that allows us to calculate monetary impact estimates...  View Details
      Keywords: Product Innovation; Impact; Impact Investing; Impact Measurement; Esg; Esg (environmental, Social, Governance) Performance; Esg (environmental, Social, Governance) Performance; Esg Ratings; Social Corporate Responsibility; Corporate Social Responsibility; Social Impact; Consumer Finance; Financial Services; Financial Inclusion; product; product design; product Positioning; Society; Corporate Social Responsibility And Impact; Personal Finance; Credit Cards; Financial Services Industry
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      Serafeim, George, and Katie Trinh. "Accounting for Product Impact in the Consumer Finance Industry." Harvard Business School Working Paper, No. 21-061, November 2020. (Revised December 2020.)
      • October 2020 (Revised February 2021)
      • Exercise

      SenseAim Technologies: Pricing to Win

      By: Elie Ofek, Eyal Biyalogorsky, Marco Bertini and Oded Koenigsberg
      This exercise serves to help students understand the proper role and use of costs in a firm’s pricing decisions. The exercise is designed such that the learning of students evolves across a classroom session, starting from understanding which costs are relevant when...  View Details
      Keywords: Pricing Decisions; Cost; Information; Price; Decision Making
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      Ofek, Elie, Eyal Biyalogorsky, Marco Bertini, and Oded Koenigsberg. "SenseAim Technologies: Pricing to Win." Harvard Business School Exercise 521-049, October 2020. (Revised February 2021.)
      • 2020
      • Working Paper

      Accounting for Product Impact in the Consumer-Packaged Foods Industry

      By: Amanda Rischbieth, George Serafeim and Katie Trinh
      We apply the product impact measurement framework of the Impact-Weighted Accounts Initiative (IWAI) in two competitor companies within the consumer-packaged goods industry. We design a methodology that allows us to calculate monetary impact estimates on customer...  View Details
      Keywords: Product Innovation; Impact; Impact Investing; Impact Measurement; Esg; Esg (environmental, Social, Governance) Performance; Esg (environmental, Social, Governance) Performance; Esg Ratings; Social Corporate Responsibility; Corporate Social Responsibility; Social Impact; Nutrition Database; Nutritional Information; Cpg; Consumer Packaged Goods; Iwai; product design; product Positioning; Society; Environmental Sustainability; Corporate Social Responsibility And Impact; Nutrition; product; Safety; Consumer products Industry
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      Rischbieth, Amanda, George Serafeim, and Katie Trinh. "Accounting for Product Impact in the Consumer-Packaged Foods Industry." Harvard Business School Working Paper, No. 21-051, October 2020. (Revised November 2020.)
      • September 2020 (Revised December 2020)
      • Exercise

      Artea: Designing Targeting Strategies

      By: Eva Ascarza and Ayelet Israeli
      This collection of exercises aims to teach students about 1)Targeting Policies; and 2)Algorithmic bias in marketing—implications, causes, and possible solutions. Part (A) focuses on A/B testing analysis and targeting. Parts (B),(C),(D) Introduce algorithmic bias. The...  View Details
      Keywords: Algorithmic Data; Race And Ethnicity; Experimentation; Promotion; "marketing Analytics"; Marketing And Society; Big Data; Privacy; Data-driven Management; Data Analytics; Data Analysis; E-commerce; E-commerce Strategy; Discrimination; Targeted Advertising; Targeted Policies; Targeting; Pricing Algorithms; A/b Testing; Ethical Decision Making; Customer Base Analysis; Customer Heterogeneity; Coupons; Marketing; Race; Gender; Diversity; Customer Relationship Management; Marketing Communications; Advertising; Decision Making; Ethics; Retail Industry; Apparel And Accessories Industry; United States
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      Ascarza, Eva, and Ayelet Israeli. "Artea: Designing Targeting Strategies." Harvard Business School Exercise 521-021, September 2020. (Revised December 2020.)
      • September 2020
      • Case

      True North: Pioneering Analytics, Algorithms and Artificial Intelligence

      By: Karim R. Lakhani, Kairavi Dey and Hannah Mayer
      True North was a private equity fund that specialized in the growth and buyout of mid-market, India-centric companies. The leadership team initially believed that technology was not core to traditional businesses and steered clear of new age technology-oriented...  View Details
      Keywords: Artificial Intelligence; Technology; Management; Operations; Organizations; Leadership; Innovation And Invention; Business Model; Computer Industry; Technology Industry
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      Lakhani, Karim R., Kairavi Dey, and Hannah Mayer. "True North: Pioneering Analytics, Algorithms and Artificial Intelligence." Harvard Business School Case 621-042, September 2020.
      • September 2020
      • Supplement

      Eaton Corporation: Portfolio Transformation and The Cost of Capital

      By: Benjamin C. Esty, Scott Mayfield and Daniel Fisher
      In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...  View Details
      Keywords: Mergers And Acquisitions; Business Conglomerates; Business Divisions; Cost Of Capital; Corporate Finance; Value; Valuation; Industrial products Industry; United States; Denmark; Republic Of Ireland
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      Esty, Benjamin C., Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and The Cost of Capital." Harvard Business School Spreadsheet Supplement 221-704, September 2020.
      • September 2020
      • Case

      Eaton Corporation: Portfolio Transformation and The Cost of Capital

      By: Benjamin C. Esty, E. Scott Mayfield and Daniel Fisher
      In 2000, Eaton Corporation was a broadly diversified industrial conglomerate. But its strategy was evolving and its focus was narrowing around “power management” and more recently on “intelligent power,” the use of digitally enabled products and services designed to...  View Details
      Keywords: Mergers And Acquisitions; Business Conglomerates; Business Divisions; Cost Of Capital; Corporate Finance; Value; Valuation; Industrial products Industry; United States; Denmark; Republic Of Ireland
      Citation
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      Esty, Benjamin C., E. Scott Mayfield, and Daniel Fisher. "Eaton Corporation: Portfolio Transformation and The Cost of Capital." Harvard Business School Case 221-006, September 2020.
      • September 2020
      • Case

      Uber at a Crossroads (2017)

      By: Ramon Casadesus-Masanell and Karen Elterman
      This case describes the history of Uber, its business model—including the ways it differed from that of the traditional taxi industry—and its competition with Lyft. The case is set in 2017, a year in which Uber was plagued by even more scandals than usual, though its...  View Details
      Keywords: Business Startups; Business Model; Customer Satisfaction; Fairness; Values And Beliefs; Price; Profit; Revenue; Investment; Government Legislation; Business History; Compensation And Benefits; Resignation And Termination; Employment; Wages; Lawfulness; Leadership Style; Leading Change; Management Style; Market Entry And Exit; Two-sided Platforms; product design; Organizational Culture; Problems And Challenges; Attitudes; Strategy; Competitive Strategy; Expansion; Transportation Networks; Mobile Technology; Technology Platform; Valuation; Transportation Industry; Technology Industry; United States
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      Casadesus-Masanell, Ramon, and Karen Elterman. "Uber at a Crossroads (2017)." Harvard Business School Case 721-376, September 2020.
      • 2020
      • Working Paper

      Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 2 Transactions in a Task Network

      By: Carliss Y. Baldwin
      From the 1930s through today, many economists have conceived of large technical systems for the production of goods and services as a series of transactions. This point of view has led eminent economists to assert that transactions are the fundamental unit of analysis...  View Details
      Keywords: Modularity; Technology; Organizations
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      Baldwin, Carliss Y. "Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 2 Transactions in a Task Network." Harvard Business School Working Paper, No. 21-030, August 2020.
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      Are you looking for?

      Product Design: Articles, Research, & Case Studies on Product Design– HBS Working Knowledge
      Skip to Main Content Cold Call A podcast featuring faculty discussing cases they've written and the lessons they impart. Subscribe on iTunes 29 Sep...
      The Product Design Sprint - 5 Things I Learned in Launch Lab 1
      On Monday January 13th, 28 students from the inaugural MS-MBA: Engineering Sciences cohort gathered in Batten Hall to begin “Launch Lab”, a two-week...
      → Search All HBS Web
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