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      • Faculty Publications  (1,068)

      Decision Choices And ConditionsRemove Decision Choices And Conditions →

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      • 2023
      • Working Paper

      'De Gustibus' and Disputes about Reference Dependence

      By: Thomas Graeber, Pol Campos-Mercade, Lorenz Goette, Alexandre Kellogg and Charles Sprenger
      Existing tests of reference-dependent preferences assume universal loss aversion. This paper examines the implications of heterogeneity in gain-loss attitudes for such tests. In experiments on labor supply and exchange behavior we measure gain-loss attitudes and then... View Details
      Keywords: Behavioral Economics; Decision Choices and Conditions; Forecasting and Prediction
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      Graeber, Thomas, Pol Campos-Mercade, Lorenz Goette, Alexandre Kellogg, and Charles Sprenger. "'De Gustibus' and Disputes about Reference Dependence." Harvard Business School Working Paper, No. 24-046, January 2024.
      • February 2024
      • Article

      Come Together: Firm Boundaries and Delegation

      By: Laura Alfaro, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun and John Van Reenen
      We develop an incomplete-contracts model to jointly study firm boundaries and the allocation of decision rights within them. Integration has an option value: it gives firm owners authority to delegate or centralize decision rights, depending on who can best solve... View Details
      Keywords: Boundaries; Decision Choices and Conditions; Risk and Uncertainty
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      Alfaro, Laura, Nick Bloom, Paola Conconi, Harald Fadinger, Patrick Legros, Andrew F. Newman, Raffaella Sadun, and John Van Reenen. "Come Together: Firm Boundaries and Delegation." Journal of the European Economic Association 22, no. 1 (February 2024): 34–72.
      • February 2024
      • Case

      FIGS: Scrubbing the Status Quo

      By: Jeffrey F. Rayport and Nicole Tempest Keller
      In October 2023, FIGS had revolutionized the medical scrubs industry with its fashionable and functional designs, but the venture was at a critical juncture. The digitally native vertical brand (DNVB) had gone public in a successful IPO in 2021 and reached $500 million... View Details
      Keywords: Marketing Channels; Corporate Strategy; Business Growth and Maturation; Business Model; Decision Choices and Conditions; Competitive Strategy; Expansion; Apparel and Accessories Industry; Apparel and Accessories Industry; United States; California; Los Angeles; Europe; Canada
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      Rayport, Jeffrey F., and Nicole Tempest Keller. "FIGS: Scrubbing the Status Quo." Harvard Business School Case 824-062, February 2024.
      • 2024
      • Working Paper

      Platform Information Provision and Consumer Search: A Field Experiment

      By: Lu Fang, Yanyou Chen, Chiara Farronato, Zhe Yuan and Yitong Wang
      Despite substantial efforts to help consumers search in more intuitive ways, text search remains the predominant tool for product discovery online. In this paper, we explore the effects of visual and textual cues for search refinement on consumer search and purchasing... View Details
      Keywords: Consumer Behavior; E-commerce; Decision Choices and Conditions; Learning; Internet and the Web
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      Fang, Lu, Yanyou Chen, Chiara Farronato, Zhe Yuan, and Yitong Wang. "Platform Information Provision and Consumer Search: A Field Experiment." NBER Working Paper Series, No. 32099, February 2024.
      • 2024
      • Working Paper

      Warnings and Endorsements: Improving Human-AI Collaboration Under Covariate Shift

      By: Matthew DosSantos DiSorbo and Kris Ferreira
      Problem definition: While artificial intelligence (AI) algorithms may perform well on data that are representative of the training set (inliers), they may err when extrapolating on non-representative data (outliers). These outliers often originate from covariate shift,... View Details
      Keywords: AI and Machine Learning; Decision Choices and Conditions
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      DosSantos DiSorbo, Matthew, and Kris Ferreira. "Warnings and Endorsements: Improving Human-AI Collaboration Under Covariate Shift." Working Paper, February 2024.
      • January 2024
      • Case

      Frank Cornelissen: The Great Sulfite Debate (A)

      By: Tiona Zuzul and Susan Pinckney
      In 2018, artisanal Italian vineyard Frank Cornelissen was one of the world’s leading natural wine vineyards. Its founder, Frank Cornelissen, faced weather related conditions that forced him to have to decide between staying true to the tenets of the natural wine... View Details
      Keywords: Budgets and Budgeting; Business Earnings; Plant-Based Agribusiness; Family Business; For-Profit Firms; Small Business; Change Management; Transition; Communication Strategy; Cost vs Benefits; Financial Management; Financial Strategy; Profit; Revenue; Spending; Global Strategy; Goods and Commodities; Innovation Strategy; Crisis Management; Goals and Objectives; Growth Management; Success; Strategic Planning; Problems and Challenges; Risk and Uncertainty; Cognition and Thinking; Reputation; Adaptation; Expansion; Weather; Mission and Purpose; Values and Beliefs; Food and Beverage Industry; Food and Beverage Industry; Europe; Italy
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      Zuzul, Tiona, and Susan Pinckney. "Frank Cornelissen: The Great Sulfite Debate (A)." Harvard Business School Case 724-391, January 2024.
      • January 2024
      • Teaching Note

      Frank Cornelissen: The Great Sulfite Debate (A) & (B)

      By: Tiona Zuzul
      Teaching Note for HBS Case Nos. 724-391 and 724-398. In 2018, artisanal Italian vineyard Frank Cornelissen was one of the world’s leading natural wine vineyards. Its founder, Frank Cornelissen, faced weather related conditions that forced him to have to decide between... View Details
      Keywords: Budgets and Budgeting; Business Earnings; Agribusiness; Plant-Based Agribusiness; Family Business; For-Profit Firms; Small Business; Change Management; Transition; Communication Strategy; Decision Making; Cost vs Benefits; Financial Management; Financial Strategy; Profit; Revenue; Spending; Globalization; Global Strategy; Goods and Commodities; Innovation Strategy; Crisis Management; Goals and Objectives; Growth Management; Success; Strategic Planning; Problems and Challenges; Risk and Uncertainty; Cognition and Thinking; Reputation; Strategy; Adaptation; Expansion; Mission and Purpose; Values and Beliefs; Food and Beverage Industry; Europe; Italy
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      Zuzul, Tiona. "Frank Cornelissen: The Great Sulfite Debate (A) & (B)." Harvard Business School Teaching Note 724-458, January 2024.
      • January 2024
      • Supplement

      Frank Cornelissen: The Great Sulfite Debate (B)

      By: Tiona Zuzul and Susan Pinckney
      In 2018, artisanal Italian vineyard Frank Cornelissen was one of the world’s leading natural wine vineyards. Its founder, Frank Cornelissen, faced weather related conditions that forced him to have to decide between staying true to the tenets of the natural wine... View Details
      Keywords: Budgets and Budgeting; Business Earnings; Plant-Based Agribusiness; Business Startups; Family Business; For-Profit Firms; Small Business; Change Management; Transition; Communication; Cost vs Benefits; Decisions; Entrepreneurship; Environmental Sustainability; Values and Beliefs; Financial Management; Financial Strategy; Profit; Revenue; Spending; Global Strategy; Goods and Commodities; Innovation Strategy; Crisis Management; Goals and Objectives; Growth Management; Success; Strategic Planning; Problems and Challenges; Risk and Uncertainty; Cognition and Thinking; Reputation; Adoption; Expansion; Weather; Mission and Purpose; Food and Beverage Industry; Food and Beverage Industry; Europe; Italy
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      Zuzul, Tiona, and Susan Pinckney. "Frank Cornelissen: The Great Sulfite Debate (B)." Harvard Business School Supplement 724-398, January 2024.
      • January 2024 (Revised October 2024)
      • Case

      DO & CO: Crafting Luxury in the Fast Lane (A)

      By: Juan Alcácer, Esel Cekin, Michael Lee and Noah Roberson
      In July 2023, Attila Dogudan, the chairman of DO & CO, a renowned international catering firm, found himself in a deep conversation with his two sons about a potential new venture: catering for the Las Vegas Grand Prix, a significant step beyond their 31-year history... View Details
      Keywords: Decision Choices and Conditions; Health Pandemics; Opportunities; Corporate Strategy; Luxury; Food and Beverage Industry; Las Vegas
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      Alcácer, Juan, Esel Cekin, Michael Lee, and Noah Roberson. "DO & CO: Crafting Luxury in the Fast Lane (A)." Harvard Business School Case 724-416, January 2024. (Revised October 2024.)
      • January 2024 (Revised June 2024)
      • Case

      School of Rock: Tuning into Structured Empowerment (A)

      By: Tatiana Sandino, Jeffrey Rayport, Samuel Grad and Stacy Straaberg
      In summer 2021, School of Rock was a youth-oriented music education company with 291 franchise- and company-owned schools globally. Before CEO Rob Price’s hire in 2017, School of Rock’s nonconformist rock ‘n’ roll culture led to variability in teaching styles,... View Details
      Keywords: Business Growth and Maturation; Business Plan; Change Management; Transformation; Communication Strategy; Decisions; Curriculum and Courses; Teaching; Employee Relationship Management; Knowledge Sharing; Leadership Style; Business or Company Management; Growth and Development Strategy; Management Style; Marketing Strategy; Mission and Purpose; Organizational Change and Adaptation; Organizational Culture; Organizational Structure; Franchise Ownership; Performance Expectations; Performance Improvement; Strategic Planning; Attitudes; Conflict Management; Corporate Strategy; Applications and Software; Technology Adoption; Education Industry; Music Industry; Massachusetts; United States
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      Sandino, Tatiana, Jeffrey Rayport, Samuel Grad, and Stacy Straaberg. "School of Rock: Tuning into Structured Empowerment (A)." Harvard Business School Case 124-043, January 2024. (Revised June 2024.)
      • January 2024
      • Background Note

      Making Strategic Choices

      By: Jan W. Rivkin
      This note lays out a process that students and business leaders can follow to make well-integrated sets of strategic choices. View Details
      Keywords: Decision Choices and Conditions; Strategy
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      Rivkin, Jan W. "Making Strategic Choices." Harvard Business School Background Note 724-447, January 2024.
      • January 2024 (Revised May 2024)
      • Case

      Pioneer Natural Resources: Enhancing the Capital Return Strategy with Variable Dividends

      By: Benjamin C. Esty, Elisabeth Kempf and E. Scott Mayfield
      In February 2021, Scott Sheffield, the CEO of Pioneer Natural Resources (an independent oil and gas company based in Texas), was considering the possibility of enhancing the firm’s capital return strategy by introducing a variable dividend tied to cash flows in... View Details
      Keywords: Corporate Finance; Cash Flow; Financial Management; Financial Strategy; Value Creation; Decision Choices and Conditions; Investment Return; Profit; Policy; Business and Shareholder Relations; Energy Industry; United States; North America; Texas
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      Esty, Benjamin C., Elisabeth Kempf, and E. Scott Mayfield. "Pioneer Natural Resources: Enhancing the Capital Return Strategy with Variable Dividends." Harvard Business School Case 224-001, January 2024. (Revised May 2024.)
      • 2024
      • Working Paper

      Bootstrap Diagnostics for Irregular Estimators

      By: Isaiah Andrews and Jesse M. Shapiro
      Empirical researchers frequently rely on normal approximations in order to summarize and communicate uncertainty about their findings to their scientific audience. When such approximations are unreliable, they can lead the audience to make misguided decisions. We... View Details
      Keywords: Mathematical Methods; Decision Choices and Conditions
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      Andrews, Isaiah, and Jesse M. Shapiro. "Bootstrap Diagnostics for Irregular Estimators." NBER Working Paper Series, No. 32038, January 2024.
      • December 2023
      • Case

      Francis Ngannou

      By: Anita Elberse
      In May 2023, professional fighter Francis Ngannou is facing a choice: re-sign with the Ultimate Fighting Championship (UFC), the world’s premier mixed-martial-arts (MMA) organization, or opt for a contract with the Professional Fighters League (PFL), a growing but... View Details
      Keywords: Contracts; Compensation and Benefits; Sports; Decision Choices and Conditions
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      Elberse, Anita. "Francis Ngannou." Harvard Business School Case 524-050, December 2023.
      • December 2023
      • Case

      Davivienda Bank's Upskilling and Reskilling Strategy in Colombia

      By: Jorge Tamayo, Raffaella Sadun and Jenyfeer Martinez Buitrago
      Set in 2022, this case describes the digital transformation strategy of Davivienda— a leading player in Colombia’s commercial banking and one of the companies belonging to Grupo Bolívar, a major Colombian financial conglomerate—and the bank’s upskilling and reskilling... View Details
      Keywords: Change Management; Transformation; Decision Choices and Conditions; Digital Strategy; Digital Transformation; Internet and the Web; Mobile and Wireless Technology; Innovation and Management; Innovation Strategy; Growth and Development Strategy; Business Strategy; Corporate Strategy; Organizational Culture; Talent and Talent Management; Training; Banking Industry; Latin America; Central America; South America; Colombia
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      Tamayo, Jorge, Raffaella Sadun, and Jenyfeer Martinez Buitrago. "Davivienda Bank's Upskilling and Reskilling Strategy in Colombia." Harvard Business School Case 724-425, December 2023.
      • 2023
      • Chapter

      Manage Your Work, Manage Your Life

      By: Boris Groysberg and Robin Abrahams
      Work/life balance is at best an elusive ideal and at worst a complete myth, today's senior executives will tell you. But by making deliberate choices about which opportunities they'll pursue and which they'll decline, rather than simply reacting to emergencies, leaders... View Details
      Keywords: Work-Life Balance; Management Teams
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      Groysberg, Boris, and Robin Abrahams. "Manage Your Work, Manage Your Life." Chap. 1 in HBR's 10 Must Reads for Business Students, 1–15. Harvard Business Review Press, 2023.
      • December 2023 (Revised January 2025)
      • Case

      Research In Motion: Launching and Scaling the World's First Smartphone Empire (A)

      By: Tatiana Sandino and Samuel Grad
      In 2005, Research In Motion’s (RIM) BlackBerry smartphone was a sensation. After its launch in 1999, the groundbreaking BlackBerry had captured the hearts and minds of corporate America through its secure wireless email service. The device was so addictive and... View Details
      Keywords: Business Growth and Maturation; Decision Choices and Conditions; Mobile and Wireless Technology; Innovation and Management; Technological Innovation; Business or Company Management; Management Style; Product Development; Managerial Roles; Growth and Development Strategy; Technology Industry; United States; Canada
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      Sandino, Tatiana, and Samuel Grad. "Research In Motion: Launching and Scaling the World's First Smartphone Empire (A)." Harvard Business School Case 124-023, December 2023. (Revised January 2025.)
      • December 2023
      • Article

      Save More Today or Tomorrow: The Role of Urgency in Precommitment Design

      By: Joseph Reiff, Hengchen Dai, John Beshears, Katherine L. Milkman and Shlomo Benartzi
      To encourage farsighted behaviors, past research suggests that marketers may be wise to invite consumers to pre-commit to adopt them “later.” However, the authors propose that people will draw different inferences from different types of pre-commitment offers, and that... View Details
      Keywords: Consumer Behavior; Decision Choices and Conditions
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      Reiff, Joseph, Hengchen Dai, John Beshears, Katherine L. Milkman, and Shlomo Benartzi. "Save More Today or Tomorrow: The Role of Urgency in Precommitment Design." Journal of Marketing Research (JMR) 60, no. 6 (December 2023): 1095–1113.
      • 2024
      • Working Paper

      The Uneven Impact of Generative AI on Entrepreneurial Performance

      By: Nicholas G. Otis, Rowan Clarke, Solène Delecourt, David Holtz and Rembrand Koning
      Scalable and low-cost AI assistance has the potential to improve firm decision-making and economic performance. However, running a business involves a myriad of open-ended problems, making it difficult to know whether recent AI advances can help business owners make... View Details
      Keywords: AI and Machine Learning; Performance Improvement; Small Business; Decision Choices and Conditions; Kenya
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      Otis, Nicholas G., Rowan Clarke, Solène Delecourt, David Holtz, and Rembrand Koning. "The Uneven Impact of Generative AI on Entrepreneurial Performance." Harvard Business School Working Paper, No. 24-042, December 2023.
      • November 2023
      • Case

      Gabon Special Economic Zone

      By: John Macomber and Wale Lawal
      Tropical rain forest covers about 80% of the West African nation of Gabon, part of the Congo Basin and the "lungs of the world." Gabon is one of the first nations to earn revenue from carbon sequestration...as long as the rain forest remains intact. There are... View Details
      Keywords: Economic Development; Forestry; Wood; Carbon Credits; Supply Chain; Economic Growth; Developing Countries and Economies; Climate Change; Environmental Sustainability; Government Administration; Business and Government Relations; Strategy; Forest Products Industry; Africa; Gabon
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      Macomber, John, and Wale Lawal. "Gabon Special Economic Zone." Harvard Business School Case 224-012, November 2023.
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