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      • February 2018 (Revised December 2019)
      • Case

      Rise of the Drones: Identified Technologies

      By: Andy Wu and George Gonzalez
      The founder and CEO of Identified Technologies, a Pittsburgh-based drone software and services company, faces a dilemma when San Francisco–based DroneDeploy begins to disrupt the industry with its drone software platform. Identified Technologies needs to consider... View Details
      Keywords: Applications and Software; Digital Platforms; Disruption; Network Effects; Computer Industry; Web Services Industry; Pittsburgh; San Francisco
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      Wu, Andy, and George Gonzalez. "Rise of the Drones: Identified Technologies." Harvard Business School Case 718-482, February 2018. (Revised December 2019.)
      • 2018
      • Working Paper

      The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb

      By: Chiara Farronato and Andrey Fradkin
      We study the effects of enabling peer supply through Airbnb in the accommodation industry. We present a model of competition between flexible and dedicated sellers - peer hosts and hotels - who provide differentiated products. We estimate this model using data from... View Details
      Keywords: Peer To Peer; Digital Platforms; Market Entry and Exit; Competition; Accommodations Industry
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      Farronato, Chiara, and Andrey Fradkin. "The Welfare Effects of Peer Entry in the Accommodation Market: The Case of Airbnb." NBER Working Paper Series, No. 24361, February 2018.
      • 2019
      • Working Paper

      Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles

      By: Prithwiraj Choudhury, Dan Wang, Natalie A. Carlson and Tarun Khanna
      We demonstrate how a novel synthesis of three methods—(1) unsupervised topic modeling of text data to generate new measures of textual variance, (2) sentiment analysis of text data, and (3) supervised ML coding of facial images with a cutting-edge convolutional neural... View Details
      Keywords: Spoken Communication; Business History; Analytics and Data Science; Finance; Performance
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      Choudhury, Prithwiraj, Dan Wang, Natalie A. Carlson, and Tarun Khanna. "Machine Learning Approaches to Facial and Text Analysis: Discovering CEO Oral Communication Styles." Harvard Business School Working Paper, No. 18-064, January 2018. (Revised May 2019.)
      • January 2018
      • Case

      Viacom: Democratization of Data Science

      By: Shane Greenstein and Christine Snively
      In two short years, Viacom’s Data Science & Advanced Analytics team built a web platform called Science Central that allowed employees from Viacom’s 20+ cable networks to access television audience insights through three data science apps. In the past, employees would... View Details
      Keywords: Data Science; Big Data; Digital Platforms; Analytics and Data Science; Expansion; Strategic Planning
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      Greenstein, Shane, and Christine Snively. "Viacom: Democratization of Data Science." Harvard Business School Case 618-016, January 2018.
      • 2023
      • Working Paper

      Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection

      By: Edward McFowland III, Sriram Somanchi and Daniel B. Neill
      In the recent literature on estimating heterogeneous treatment effects, each proposed method makes its own set of restrictive assumptions about the intervention’s effects and which subpopulations to explicitly estimate. Moreover, the majority of the literature provides... View Details
      Keywords: Causal Inference; Program Evaluation; Algorithms; Distributional Average Treatment Effect; Treatment Effect Subset Scan; Heterogeneous Treatment Effects
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      McFowland III, Edward, Sriram Somanchi, and Daniel B. Neill. "Efficient Discovery of Heterogeneous Quantile Treatment Effects in Randomized Experiments via Anomalous Pattern Detection." Working Paper, 2023.
      • 2020
      • Working Paper

      The Real Exchange Rate, Innovation and Productivity

      By: Laura Alfaro, Alejandro Cuñat, Harald Fadinger and Yanping Liu
      We evaluate manufacturing firms' responses to changes in the real exchange rate (RER) using detailed firm-level data for a large set of countries for the period 2001–2010. We uncover the following stylized facts about regional variation of manufacturing firms'... View Details
      Keywords: Real Exchange Rate; Firm Level Data; Innovation; Productivity; Exporting; Importing; Credit Constraints; Currency Exchange Rate; Innovation and Invention; Performance Productivity
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      Alfaro, Laura, Alejandro Cuñat, Harald Fadinger, and Yanping Liu. "The Real Exchange Rate, Innovation and Productivity." Harvard Business School Working Paper, No. 18-044, November 2017. (Revised April 2020.)
      • 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.
      • October 2017 (Revised April 2019)
      • Case

      Data Breach at Equifax

      By: Suraj Srinivasan, Quinn Pitcher and Jonah S. Goldberg
      The case discusses the events leading up to the massive data breach at Equifax, one of the three U.S. credit reporting companies, the organizational and governance issues that contributed to the breach, and the consequences of the breach. The case supplement provides... View Details
      Keywords: Safety; Information Management; Cybersecurity; Technology Industry; United States
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      Srinivasan, Suraj, Quinn Pitcher, and Jonah S. Goldberg. "Data Breach at Equifax." Harvard Business School Case 118-031, October 2017. (Revised April 2019.)
      • 2017
      • Working Paper

      Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments

      By: Daniel J. Benjamin, Don A. Moore and Matthew Rabin
      This paper describes results of a pair of incentivized experiments on biases in judgments about random samples. Consistent with the Law of Small Numbers (LSN), participants exaggerated the likelihood that short sequences and random subsets of coin flips would be... View Details
      Keywords: Probability; Economic Theory; Analysis; Incentives
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      Benjamin, Daniel J., Don A. Moore, and Matthew Rabin. "Biased Beliefs About Random Samples: Evidence from Two Integrated Experiments." NBER Working Paper Series, No. 23927, October 2017.
      • Article

      Pseudo-Set Framing

      By: Kate Barasz, Leslie John, Elizabeth A. Keenan and Michael I. Norton
      Pseudo-set framing—arbitrarily grouping items or tasks together as part of an apparent “set”—motivates people to reach perceived completion points. Pseudo-set framing changes gambling choices (Study 1), effort (Studies 2 and 3), giving behavior (Field Data and Study... View Details
      Keywords: Framing Effects; Gestalt Psychology; Judgment; Judgments; Decision Making; Perception; Behavior
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      Barasz, Kate, Leslie John, Elizabeth A. Keenan, and Michael I. Norton. "Pseudo-Set Framing." Journal of Experimental Psychology: General 146, no. 10 (October 2017): 1460–1477.
      • September 2017
      • Case

      NBCUniversal Telemundo: Transforming Latino Television

      By: Henry W. McGee, Carin-Isabel Knoop and Christine Snively
      In August 2017, Cesar Conde, chairman of NBCUniversal International Group and NBCUniversal Telemundo Enterprises, considered how the Miami-based Spanish-language TV network Telemundo could succeed in a rapidly shifting media landscape. Over the past few years,... View Details
      Keywords: Television Industry; Television Advertising; Broadcasting; Telecommunications; Internet; Television Entertainment; Internet and the Web; Advertising; Digital Platforms; Digital Marketing; Telecommunications Industry; Media and Broadcasting Industry; Miami
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      McGee, Henry W., Carin-Isabel Knoop, and Christine Snively. "NBCUniversal Telemundo: Transforming Latino Television." Harvard Business School Case 318-018, September 2017.
      • September 19, 2017
      • Article

      After Equifax Breach, Companies Advised to Review Open-Source Software Code

      By: Ben DiPietro and Lou Shipley
      It doesn’t make much sense: At a time when high-powered automated trading systems can execute stock sales in real time, some companies that rely on open-source software to help to run their businesses track their open-source use on spread sheets on paper.
      Lou... View Details
      Keywords: Software; Open-source; Security Vulnerabilities; Data Privacy; Hack; Applications and Software; Safety; Cybersecurity
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      DiPietro, Ben, and Lou Shipley. "After Equifax Breach, Companies Advised to Review Open-Source Software Code." Wall Street Journal (September 19, 2017).
      • Article

      Channel Integration, Sales Dispersion, and Inventory Management

      By: Santiago Gallino, Antonio Moreno and Ioannis Stamatopoulos
      We study the effects of the introduction of cross-channel functionalities on the overall sales dispersion of retailers and the implications of these effects for inventory management. To do that, we analyze data from a leading U.S. retailer who introduced a... View Details
      Keywords: Retail Operations; Online Retail; Channel Integration; Sales Dispersion; Long Tail; Empirical Operations; Inventory Management; Omnichannel Retail; Marketing Channels; Integration; Sales; Logistics; Operations; Management; Retail Industry
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      Gallino, Santiago, Antonio Moreno, and Ioannis Stamatopoulos. "Channel Integration, Sales Dispersion, and Inventory Management." Management Science 63, no. 9 (September 2017): 2813–2831.
      • September 2017
      • Article

      It Doesn't Hurt to Ask: Question-asking Increases Liking

      By: K. Huang, M. Yeomans, A.W. Brooks, J. Minson and F. Gino
      Conversation is a fundamental human experience, one that is necessary to pursue intrapersonal and interpersonal goals across myriad contexts, relationships, and modes of communication. In the current research, we isolate the role of an understudied conversational... View Details
      Keywords: Question-asking; Liking; Responsiveness; Conversation; Natural Language Processing; Interpersonal Communication; Behavior
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      Huang, K., M. Yeomans, A.W. Brooks, J. Minson, and F. Gino. "It Doesn't Hurt to Ask: Question-asking Increases Liking." Journal of Personality and Social Psychology 113, no. 3 (September 2017): 430–452.
      • Article

      Narrow Networks on the Health Insurance Marketplaces: Prevalence, Pricing, and the Cost of Network Breadth

      By: Leemore S. Dafny, Igal Hendel, Victoria Marone and Christopher Ody
      Anecdotal reports and systematic research highlight the prevalence of narrow-network plans on the Affordable Care Act’s health insurance Marketplaces. At the same time, Marketplace premiums in the period 2014–2016 were much lower than projected by the Congressional... View Details
      Keywords: Health Care and Treatment; Insurance; Cost; United States
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      Dafny, Leemore S., Igal Hendel, Victoria Marone, and Christopher Ody. "Narrow Networks on the Health Insurance Marketplaces: Prevalence, Pricing, and the Cost of Network Breadth." Health Affairs 36, no. 9 (September 2017).
      • September 2017
      • Article

      The Real Effects of Capital Controls: Firm-Level Evidence from a Policy Experiment

      By: Laura Alfaro, Anusha Chari and Fabio Kanczuk
      Emerging-market governments adopted capital control taxes to manage the massive surge in foreign capital inflows in the aftermath of the global financial crisis. Theory suggests that the imposition of capital controls can drive up the cost of capital and curb... View Details
      Keywords: Capital Controls; Discriminatory Taxation; International Investment Barriers; Exports; Debt; Cost of Capital; Taxation; Investment; Borrowing and Debt; Equity; Brazil
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      Alfaro, Laura, Anusha Chari, and Fabio Kanczuk. "The Real Effects of Capital Controls: Firm-Level Evidence from a Policy Experiment." Journal of International Economics 108 (September 2017): 191–210. (Also see NBER Working Paper 20726. See comment in Brookings Series: The Hutchins Roundup. See also, feature in NBER Digest March 2015 issue. )
      • September–October 2017
      • Article

      Why Do We Undervalue Competent Management?: Neither Great Leadership Nor Brilliant Strategy Matters Without Operational Excellence

      By: Raffaella Sadun, Nicholas Bloom and John Van Reenen
      A recurring message in business education is that you can’t compete on the basis of management processes because they’re easily copied. Operational effectiveness is table stakes in the competitive universe, it is often assumed, and thus cannot serve as a sustainable... View Details
      Keywords: Management; Management Analysis, Tools, and Techniques; Management Practices and Processes; Performance Effectiveness
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      Sadun, Raffaella, Nicholas Bloom, and John Van Reenen. "Why Do We Undervalue Competent Management? Neither Great Leadership Nor Brilliant Strategy Matters Without Operational Excellence." Harvard Business Review 95, no. 5 (September–October 2017): 120–127. (Winner of 59th Annual HBR McKinsey Award.)
      • August 2017 (Revised September 2018)
      • Case

      Audubon in 2017: The Turnaround

      By: V. Kasturi Rangan
      The case briefly describes the 112-year history of the organization and focuses particularly on the changes wrought by its new leader David Yarnold who was brought in by the board in 2010. Under Yarnold's leadership the organization went through two strategic plans... View Details
      Keywords: Nonprofit Strategy; Change Management; Change; Leadership; Nonprofit Organizations; Strategy; Transformation
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      Rangan, V. Kasturi. "Audubon in 2017: The Turnaround." Harvard Business School Case 518-025, August 2017. (Revised September 2018.)
      • 2017
      • Other Article

      Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance

      By: Alan MacCormack and Robert Lagerstrom
      The modern industrial corporation encompasses a myriad of different software applications, each of which must work in concert to deliver functionality to end-users. However, the increasingly complex and dynamic nature of competition in today’s product-markets dictates... View Details
      Keywords: Applications and Software; Design; Organizational Change and Adaptation; Performance Effectiveness
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      MacCormack, Alan, and Robert Lagerstrom. "Designing an Agile Software Portfolio Architecture: The Impact of Coupling on Performance." Academy of Management Annual Meeting Proceedings (2017). (doi:10.5465/AMBPP.2017.297, ISSN 2151-6561.)
      • 2017
      • Working Paper

      Business History, the Great Divergence and the Great Convergence

      By: Geoffrey Jones
      This working paper provides a business history perspective on debates about the Great Divergence, the rise of the income gap between the West and the Rest, and the more recent Great Convergence, which has seen a narrowing of that gap. The literature on the timing and... View Details
      Keywords: Business History; Economics; History; Wealth and Poverty; Developing Countries and Economies; Economic Growth
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      Jones, Geoffrey. "Business History, the Great Divergence and the Great Convergence." Harvard Business School Working Paper, No. 18-004, July 2017.
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