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      • Faculty Publications  (20)

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      • 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.
      • June 2023 (Revised September 2023)
      • Simulation

      Managing the Customer Journey Marketing Simulation: Adobe's Data-Driven Operating Model (DDOM)

      By: Sunil Gupta, Rajiv Lal and Celine Chammas
      Adobe started monitoring Annual Recurring Revenue (ARR), one of its primary metrics, when it shifted from selling its software in a box to selling the software as a subscription-based cloud service. They wanted to know when, where, and how much to invest in marketing.... View Details
      Keywords: Customer Acquisition; Customer Journey; Marketing Strategy; Marketing; Customer Focus and Relationships; Budgets and Budgeting
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      Gupta, Sunil, Rajiv Lal, and Celine Chammas. "Managing the Customer Journey Marketing Simulation: Adobe's Data-Driven Operating Model (DDOM)." Harvard Business School Simulation 523-714, June 2023. (Revised September 2023.) (Click here to purchase the Simulation.)
      • February 2022
      • Case

      Cleveland Clinic Abu Dhabi

      By: Linda A. Hill and Emily Tedards
      In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details
      Keywords: Organizational Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates
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      Hill, Linda A., and Emily Tedards. "Cleveland Clinic Abu Dhabi." Harvard Business School Case 422-058, February 2022.
      • February 2022
      • Case

      Cleveland Clinic Abu Dhabi (Abridged)

      By: Linda A. Hill and Emily Tedards
      In 2006, the Cleveland Clinic and Mubadala Investment Company partnered with a bold ambition to deliver world class healthcare in the United Arab Emirates. In 2015, after nearly a decade of planning and construction, Cleveland Clinic Abu Dhabi opened its doors. By... View Details
      Keywords: Organization Behavior; Culture; Alignment; Organizational Effectiveness; Purpose; Impact; Leadership Development; Diversity; Collaboration; Co-creation; Learning Organizations; Empowerment; Teams; Team Dynamics; Teamwork; Team Effectiveness; Trust; Talent; Talent Development And Retention; Psychological Safety; Organizational Evolution; Coaching; Board; Analytics; Innovation; Data; Data Visualization; Digital Technology; Digital; Customer Experience; Experimentation; Change Management; Data-driven Decision-making; Debates; Ecosystem; Partnership; Telemedicine; Sustainability; Global Organizations; Local; Hospital; Healthcare; United Arab Emirates; Health Care and Treatment; Partners and Partnerships; Globalization; Quality; Organizational Culture; Mission and Purpose; Innovation and Management; Information Technology; Joint Ventures; Leadership; Performance Effectiveness; Abu Dhabi; United Arab Emirates
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      Hill, Linda A., and Emily Tedards. "Cleveland Clinic Abu Dhabi (Abridged)." Harvard Business School Case 422-056, February 2022.
      • March 2021
      • Article

      Bayesian Signatures of Confidence and Central Tendency in Perceptual Judgment

      By: Yang Xiang, Thomas Graeber, Benjamin Enke and Samuel Gershman
      This paper theoretically and empirically investigates the role of Bayesian noisy cognition in perceptual judgment, focusing on the central tendency effect: the well-known empirical regularity that perceptual judgments are biased towards the center of the... View Details
      Keywords: Visual Perception; Bayesian Modeling; Perception; Judgments
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      Xiang, Yang, Thomas Graeber, Benjamin Enke, and Samuel Gershman. "Bayesian Signatures of Confidence and Central Tendency in Perceptual Judgment." Attention, Perception, & Psychophysics (March 2021): 1–11.
      • Article

      Active World Model Learning with Progress Curiosity

      By: Kuno Kim, Megumi Sano, Julian De Freitas, Nick Haber and Daniel Yamins
      World models are self-supervised predictive models of how the world evolves. Humans learn world models by curiously exploring their environment, in the process acquiring compact abstractions of high bandwidth sensory inputs, the ability to plan across long temporal... View Details
      Keywords: World Models; Mathematical Methods
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      Kim, Kuno, Megumi Sano, Julian De Freitas, Nick Haber, and Daniel Yamins. "Active World Model Learning with Progress Curiosity." Proceedings of the International Conference on Machine Learning (ICML) 37th (2020).
      • 2019
      • Article

      An Empirical Study of Rich Subgroup Fairness for Machine Learning

      By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across... View Details
      Keywords: Machine Learning; Fairness; AI and Machine Learning
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      Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
      • June 2018 (Revised January 2019)
      • Background Note

      Visualizing Data & Effective Communication

      By: Srikant M. Datar and Caitlin N. Bowler
      This note explores three specific ways an analyst can use visualization. Section 1 considers visualization to explore data. Section 2 discusses visualization as a tool for developing a deeper understanding of trends and phenomena encoded in the data. Section 3... View Details
      Keywords: Data Visualization; Graphical Guidelines; Charts; Analytics and Data Science; Communication
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      Datar, Srikant M., and Caitlin N. Bowler. "Visualizing Data & Effective Communication." Harvard Business School Background Note 118-114, June 2018. (Revised January 2019.)
      • May 2018
      • Exercise

      Data Visualization & Communication Exercise

      By: Srikant M. Datar and Caitlin N. Bowler
      This exercise uses the 1986 Challenger shuttle disaster to explore the relationship between data visualization, effective communication, and decision-making. Students review and analyze excerpts from the 13 charts engineers presented to NASA executives the night before... View Details
      Keywords: Visualization; Data; Analytics and Data Science; Communication; Performance Effectiveness; Decision Making; Analysis
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      Datar, Srikant M., and Caitlin N. Bowler. "Data Visualization & Communication Exercise." Harvard Business School Exercise 118-107, May 2018.
      • Article

      Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events

      By: Julian De Freitas and George A. Alvarez
      To what extent are people's moral judgments susceptible to subtle factors of which they are unaware? Here we show that we can change people’s moral judgments outside of their awareness by subtly biasing perceived causality. Specifically, we used subtle visual... View Details
      Keywords: Moral Judgment; Perceived Causality; Visual Illusions; Moral Sensibility; Judgments
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      De Freitas, Julian, and George A. Alvarez. "Your Visual System Provides All the Information You Need to Make Moral Judgments about Generic Visual Events." Cognition 178 (September 2018): 133–146.
      • Article

      Why Every Organization Needs an Augmented Reality Strategy

      By: Michael E. Porter and James E. Heppelmann
      While the physical world is three-dimensional, most data is trapped on two-dimensional pages and screens. This gulf between the real and digital worlds prevents us from fully exploiting the volumes of information now available to us. Augmented reality (AR), a set of... View Details
      Keywords: Technological Innovation; Innovation Strategy; Organizational Change and Adaptation; Performance Effectiveness
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      Porter, Michael E., and James E. Heppelmann. "Why Every Organization Needs an Augmented Reality Strategy." Harvard Business Review 95, no. 6 (November–December 2017): 46–57.
      • February 2016
      • Teaching Note

      Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired

      By: Rosabeth M. Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Following a successful military career as an Army Nurse, achieving rank as Major General, becoming the first female Acting Surgeon General of the Army, and the 22nd Chief of the Army Nurse Corps, Pollock developed a vested interest in improving the lives of the... View Details
      Keywords: Health
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      Kanter, Rosabeth M., Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired." Harvard Business School Teaching Note 316-036, February 2016.
      • 2016
      • Teaching Note

      Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired

      By: Rosabeth M. Kanter, Tessa Natanay Hamilton and Ai-Ling Jamila Malone
      Teaching note for case 314029. Following a successful military career as an Army Nurse, achieving rank as Major General, becoming the first female Acting Surgeon General of the Army, and the 22nd Chief of the Army Nurse Corps, Pollock developed a vested interest in... View Details
      Keywords: Health Care; Health Care Education; Insurance Companies; Military; Leadership Skills; Health Care and Treatment; Education; Insurance; Business Startups; Information Technology; Applications and Software; Change Management; Health Industry; Information Technology Industry
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      Kanter, Rosabeth M., Tessa Natanay Hamilton, and Ai-Ling Jamila Malone. "Advanced Leadership Pathways: General Gale Pollock and Services for the Vision Impaired." Harvard Business Publishing Teaching Note 316-036, 2016. (Harvard Advanced Leadership Initiative.)
      • October 26, 2015
      • Article

      Measuring and Communicating Health Care Value with Charts

      By: Robert S. Kaplan, Robin P. Blackstone, Derek A. Haas and Nikhil G. Thaker
      The goal of a health care system should be to deliver the most value to patients: the outcomes achieved for treating a medical condition relative to the costs incurred over a complete care cycle. We have found that a radar (spider web) chart is an effective means to... View Details
      Keywords: Service Delivery; Value; Health Care and Treatment; Health Industry
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      Kaplan, Robert S., Robin P. Blackstone, Derek A. Haas, and Nikhil G. Thaker. "Measuring and Communicating Health Care Value with Charts." Harvard Business Review (website) (October 26, 2015). (A collaboration of the editors of Harvard Business Review and the New England Journal of Medicine.)
      • Article

      Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case

      By: Robert Lagerström, Carliss Y. Baldwin and Alan MacCormack
      In this paper, we test a Design Structure Matrix (DSM) based method for visualizing and measuring software portfolio architectures. Our data is drawn from a power utility company, comprising 192 software applications with 614 dependencies between them. We show that the... View Details
      Keywords: Applications and Software; Infrastructure; Utilities Industry
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      Lagerström, Robert, Carliss Y. Baldwin, and Alan MacCormack. "Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case." Special Issue on DSM Conference 2014. Journal of Modern Project Management 3, no. 2 (September–December 2015): 114–121.
      • October 2013
      • Case

      Rhythm & Blues

      By: Willy Shih
      The bankruptcy filing of Rhythm & Hues, who received an Oscar for the arresting visual effects in Life of Pi, raised questions about the challenges faced by the firms like it as well as the broader post-production industry. The rapid pace of technology certainly... View Details
      Keywords: Post-production; Visual Effects; Digital; Entertainment; Animation Entertainment; Film Entertainment; Television Entertainment; Theater Entertainment; Job Cuts and Outsourcing; Information Technology; Internet and the Web; Applications and Software; Information Infrastructure; Motion Pictures and Video Industry; Los Angeles
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      Shih, Willy. "Rhythm & Blues." Harvard Business School Case 614-036, October 2013.
      • September 2013
      • Exercise

      An Exercise in Designing a Travel Coffee Mug

      By: Elie Ofek and Michael Norris
      In recent years design has emerged as a critical factor in the success of many new products. This case exercise provides a hands-on way to experience the design process and offers a structured approach for incorporating key considerations that can aid in effective... View Details
      Keywords: New Product Development; Innovation; Market Research; Competitive Positioning; Design; Product Development; Consumer Products Industry
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      Ofek, Elie, and Michael Norris. "An Exercise in Designing a Travel Coffee Mug." Harvard Business School Exercise 514-042, September 2013.
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case

      By: Robert Lagerstrom, Carliss Baldwin, Alan MacCormack and David Dreyfus
      We test a method that was designed and used previously to reveal the hidden internal architectural structure of software systems. The focus of this paper is to test if it can also uncover new facts about the components and their relationships in an enterprise... View Details
      Keywords: Complexity; Applications and Software; Product Design; Pharmaceutical Industry
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      Lagerstrom, Robert, Carliss Baldwin, Alan MacCormack, and David Dreyfus. "Visualizing and Measuring Enterprise Architecture: An Exploratory BioPharma Case." Harvard Business School Working Paper, No. 13-105, June 2013.
      • 2013
      • Working Paper

      Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case

      By: Robert Lagerstrom, Carliss Y. Baldwin, Alan MacCormack and Stephan Aier
      We test a method for visualizing and measuring enterprise application architectures. The method was designed and previously used to reveal the hidden internal architectural structure of software applications. The focus of this paper is to test if it can also uncover... View Details
      Keywords: Communication Technology; Complexity; Applications and Software; Product Design; Telecommunications Industry
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      Lagerstrom, Robert, Carliss Y. Baldwin, Alan MacCormack, and Stephan Aier. "Visualizing and Measuring Enterprise Application Architecture: An Exploratory Telecom Case." Harvard Business School Working Paper, No. 13-103, June 2013.
      • Teaching Interest

      DESIGN THEORY AND PRACTICE ES285

      By: Roberto Verganti

      Any organization, business or venture grounds its value on how “meaningful” are its products (functionally, symbolically and emotionally). Design Theory and Practice (DTP) empowers students to create products that are meaningful, to people who use them and to... View Details

      Keywords: Integrated Design; Leadership; User Experience Design; Design; Strategy; Technology; Product Design
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