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      • October 2017
      • Article

      Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions

      By: Anoop R. Menon and Dennis Yao
      This paper proposes an approach for modeling competitive interactions that incorporates the costs to firms of changing strategy. The costs associated with strategy modifications, which we term “repositioning costs,” are particularly relevant to competitive interactions... View Details
      Keywords: "Repositioning Costs; Strategy Dynamics; Strategic Interaction; Capabilities; Cost; Strategy; Change; Game Theory; Organizational Change and Adaptation
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      Menon, Anoop R., and Dennis Yao. "Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions." Strategic Management Journal 38, no. 10 (October 2017): 1953–1963.
      • Article

      Howard Raiffa: The Art, Science, and Humanity of a Legendary Negotiation Analyst

      By: James K. Sebenius
      Rightly known as the “father of negotiation analysis,” Howard Raiffa was my thesis advisor, colleague, and friend for over 30 years. The bulk of this article develops an account of his intellectual trajectory from game theory to statistical decision theory to decision... View Details
      Keywords: Negotiation Analysis; Bargaining; Howard Raiffa; Negotiation; Personal Development and Career
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      Sebenius, James K. "Howard Raiffa: The Art, Science, and Humanity of a Legendary Negotiation Analyst." Negotiation Journal 33, no. 4 (October 2017): 283–307.
      • October 2017
      • Article

      The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated

      By: Katherine Baldiga Coffman, Lucas C. Coffman and Keith M. Marzilli Ericson
      We demonstrate that widely used measures of anti-gay sentiment and the size of the LGBT population are misestimated, likely substantially. In a series of online experiments using a large and diverse but non-representative sample, we compare estimates from the standard... View Details
      Keywords: LGBTQ; Social Trends & Culture; Economic Theory; Prejudice; Prejudice and Bias; Diversity; Economics; Demographics
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      Coffman, Katherine Baldiga, Lucas C. Coffman, and Keith M. Marzilli Ericson. "The Size of the LGBT Population and the Magnitude of Anti-Gay Sentiment Are Substantially Underestimated." Management Science 63, no. 10 (October 2017): 3168–3186.
      • October 2017
      • Article

      Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition

      By: Gary P. Pisano
      The field of strategy has mounted an enormous effort to understand, define, predict, and measure how organizational capabilities shape competitive advantage. While the notion that capabilities influence strategy dates back to the work of Andrews (1971, The Concept... View Details
      Keywords: Business Admnistration; Market Structure; Firm Structure; Market Efficiency; Competency and Skills; Organizational Structure; Strategy
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      Pisano, Gary P. "Toward a Prescriptive Theory of Dynamic Capabilities: Connecting Strategic Choice, Learning, and Competition." Industrial and Corporate Change 26, no. 5 (October 2017): 747–762.
      • 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. )
      • August 2017 (Revised July 2019)
      • Case

      GROW: Using Artificial Intelligence to Screen Human Intelligence

      By: Ethan Bernstein, Paul McKinnon and Paul Yarabe
      Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details
      Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan
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      Bernstein, Ethan, Paul McKinnon, and Paul Yarabe. "GROW: Using Artificial Intelligence to Screen Human Intelligence." Harvard Business School Case 418-020, August 2017. (Revised July 2019.)
      • 2018
      • Working Paper

      Class Matters: The Role of Social Class and Organizational Sector in High-Achieving Women's Legitimacy Narratives

      By: Judith A. Clair, Rachel D. Arnett, Katherine Chen, Beth K. Humberd and Kathleen L. McGinn
      While prior research recognizes that women struggle to maintain legitimacy for their successes and that self-narratives play a key role in building such legitimacy, theory provides limited insight into how women build legitimacy through their self-narratives. Our... View Details
      Keywords: Personal Development and Career; Gender; Success; Diversity; Perception; Situation or Environment
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      Clair, Judith A., Rachel D. Arnett, Katherine Chen, Beth K. Humberd, and Kathleen L. McGinn. "Class Matters: The Role of Social Class and Organizational Sector in High-Achieving Women's Legitimacy Narratives." Harvard Business School Working Paper, No. 18-014, August 2018. (Revised August 2018 for requested resubmission.)
      • 2017
      • Working Paper

      The Effects of Media Slant on Firm Behavior

      By: Vishal P. Baloria and Jonas Heese
      The media can impose reputational costs on firms because of its important role as an information intermediary and its ability to negatively slant coverage. We exploit a quasi-natural experiment that holds constant the information event across firms, but varies the... View Details
      Keywords: Media Slant; Reputational Capital; Strategic Corporate Decisions
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      Baloria, Vishal P., and Jonas Heese. "The Effects of Media Slant on Firm Behavior." Harvard Business School Working Paper, No. 18-015, August 2017.
      • 14 Aug 2017
      • Conference Presentation

      A Convex Framework for Fair Regression

      By: Richard Berk, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Roth
      We introduce a flexible family of fairness regularizers for (linear and logistic) regression problems. These regularizers all enjoy convexity, permitting fast optimization, and they span the range from notions of group fairness to strong individual fairness. By varying... View Details
      Keywords: Regression Models; Machine Learning; Fairness; Framework; Mathematical Methods
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      Berk, Richard, Hoda Heidari, Shahin Jabbari, Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Roth. "A Convex Framework for Fair Regression." Paper presented at the 4th Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), August 14, 2017.
      • August 2017
      • Article

      A Formal Theory of Strategy

      By: Eric J. Van den Steen
      What makes a decision strategic? When is strategy most important? This paper formally studies these questions, starting from a (functional) definition of strategy as “the smallest set of choices to optimally guide (or force) other choices.” The paper shows that this... View Details
      Keywords: Strategy Development; Strategy; Decisions
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      Van den Steen, Eric J. "A Formal Theory of Strategy." Management Science 63, no. 8 (August 2017): 2616–2636.
      • 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
      • Article

      Computer Vision Uncovers Predictors of Physical Urban Change

      By: Nikhil Naik, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser and César A. Hidalgo
      Which neighborhoods experience physical improvements? In this paper, we introduce a computer vision method to measure changes in the physical appearances of neighborhoods from time-series street-level imagery. We connect changes in the physical appearance of five U.S.... View Details
      Keywords: Urban Economics; Gentrification; Urban Studies; Computer Vision; Nieghborhood Effects; Urban Development; Situation or Environment; Demographics; Economics; Change
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      Naik, Nikhil, Scott Duke Kominers, Ramesh Raskar, Edward L. Glaeser, and César A. Hidalgo. "Computer Vision Uncovers Predictors of Physical Urban Change." Proceedings of the National Academy of Sciences 114, no. 29 (July 18, 2017).
      • Article

      Firms, Crowds, and Innovation

      By: Teppo Felin, Karim R. Lakhani and Michael L. Tushman
      The purpose of this article is to suggest a (preliminary) taxonomy and research agenda for the topic of “firms, crowds, and innovation” and to provide an introduction to the associated special issue. We specifically discuss how various crowd-related phenomena and... View Details
      Keywords: Crowdsourcing; Innovation; Open Innovation; Organization Theory; Collaborative Innovation and Invention; Organizations; Theory; Strategy
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      Felin, Teppo, Karim R. Lakhani, and Michael L. Tushman. "Firms, Crowds, and Innovation." Special Issue on Organizing Crowds and Innovation. Strategic Organization 15, no. 2 (May 2017): 119–140.
      • June 2017 (Revised September 2021)
      • Case

      Sales Misconduct at Wells Fargo Community Bank

      By: Suraj Srinivasan, Dennis W. Campbell, Susanna Gallani and Amram Migdal
      Set in early 2017, this case examines widespread sales misconduct at Wells Fargo Community Bank. Wells Fargo's governance and controls are described in the lead up to the September 2016 announcement that Wells Fargo had settled with regulators for $185 million in... View Details
      Keywords: Corporate Governance; Governance Controls; Governing Rules, Regulations, and Reforms; Governing and Advisory Boards; Executive Compensation; Lawsuits and Litigation; Crisis Management; Mission and Purpose; Organizational Design; Business and Community Relations; Business and Government Relations; Crime and Corruption; Business Organization; Business Model; Ethics; Corporate Accountability; Governance Compliance; Policy; Compensation and Benefits; Resignation and Termination; Laws and Statutes; Legal Liability; Business or Company Management; Risk Management; Business Processes; Organizational Culture; Organizational Structure; Failure; Agency Theory; Business and Shareholder Relations; Business and Stakeholder Relations; Risk and Uncertainty; Salesforce Management; Public Opinion; Banking Industry; North and Central America
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      Srinivasan, Suraj, Dennis W. Campbell, Susanna Gallani, and Amram Migdal. "Sales Misconduct at Wells Fargo Community Bank." Harvard Business School Case 118-009, June 2017. (Revised September 2021.)
      • June 2017
      • Teaching Note

      IBM Transforming, 2012–2016: Ginni Rometty Steers Watson

      By: Rosabeth Moss Kanter and Jonathan Cohen
      Ginni Rometty, who became IBM CEO in 2012, led efforts to transform the company around cognitive computing and the AI platform Watson. This Teaching Note helps instructors understand and teach the Harvard Business School case “IBM Transforming, 2012–2016: Ginni Rometty... View Details
      Keywords: Digital; Technological Change; Artificial Intelligence; Data; IBM; Watson; Internet Of Things; Innovation and Invention; Management; Sales; Information Technology; Technological Innovation; Transformation; AI and Machine Learning
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "IBM Transforming, 2012–2016: Ginni Rometty Steers Watson." Harvard Business School Teaching Note 317-126, June 2017.
      • June 2017
      • Article

      Creating Reciprocal Value Through Operational Transparency

      By: Ryan W. Buell, Tami Kim and Chia-Jung Tsay
      We investigate whether organizations can create value by introducing visual transparency between consumers and producers. Although operational transparency has been shown to improve consumer perceptions of service value, existing theory posits that increased contact... View Details
      Keywords: Operational Transparency; Service Management; Production Management; Organizational Performance; Behavioral Operations; Service Operations; Service Delivery; Consumer Behavior; Labor; Organizational Design; Operations; Service Industry; United States; Kenya
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      Buell, Ryan W., Tami Kim, and Chia-Jung Tsay. "Creating Reciprocal Value Through Operational Transparency." Management Science 63, no. 6 (June 2017): 1673–1695.
      • 2019
      • Chapter

      Quantitative and Qualitative Methods in Organizational Research

      By: Amy C. Edmondson and Tiona Zuzul
      Selecting the appropriate method for a given research question is an essential skill for organizational researchers. High-quality research involves a good fit between the methods used and the nature of the contribution to the literature. This article describes a... View Details
      Keywords: Mathematical Methods; Organizations
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      Edmondson, Amy C., and Tiona Zuzul. "Quantitative and Qualitative Methods in Organizational Research." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, October 2013.)
      • 2019
      • Chapter

      Resource Allocation Theory

      By: Joseph L. Bower
      This article considers the process of resource allocation, whereby an organization determines how best to apportion its factors of production between the various productive activities in which it wishes to engage. It is suggested that none of the academic approaches to... View Details
      Keywords: Resource Allocation
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      Bower, Joseph L. "Resource Allocation Theory." In The Palgrave Encyclopedia of Strategic Management. Continuously updated edition, edited by Mie Augier and David J. Teece. Palgrave Macmillan, 2017. Electronic. (Pre-published, July 2016.)
      • June 2017
      • Article

      The Social Trajectory of a Finance Professor and the Common Sense of Capital

      By: Marion Fourcade and Rakesh Khurana
      This paper traces the career of Michael Jensen, a Chicago finance PhD turned Harvard Business School professor to reveal the intellectual and social conditions that enabled the emergence and institutionalization of what we call the “neoliberal common sense of capital,”... View Details
      Keywords: Executive Pay; The Firm; Michael Jensen; Neo-Liberalism; Shareholder Value; Agency Theory; Corporate Governance; Executive Compensation; Business and Shareholder Relations; Transformation
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      Fourcade, Marion, and Rakesh Khurana. "The Social Trajectory of a Finance Professor and the Common Sense of Capital." History of Political Economy 49, no. 2 (June 2017): 347–381.
      • 2017
      • Working Paper

      Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution

      By: Alan MacCormack, Robert Lagerström, Martin Mocker and Carliss Y. Baldwin
      The modern industrial firm increasingly relies on software to support its competitive position. However, the uncertain and dynamic nature of today’s global marketplace dictates that this software be continually evolved and adapted to meet new business challenges. This... View Details
      Keywords: Information Systems; Software; Architecture; Modularity; Agility; Coupling; Applications and Software; Design; Decisions; Performance
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      MacCormack, Alan, Robert Lagerström, Martin Mocker, and Carliss Y. Baldwin. "Digital Agility: The Impact of Software Portfolio Architecture on IT System Evolution." Harvard Business School Working Paper, No. 17-105, May 2017. (Revised October 2017.)
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