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      • October 11, 2016
      • Article

      Innovation Network

      By: Daron Acemoglu, Ufuk Akcigit and William R. Kerr
      Technological progress builds upon itself, with the expansion of invention in one domain propelling future work in linked fields. Our analysis uses 1.8 million U.S. patents and their citation properties to map the innovation network and its strength. Past innovation... View Details
      Keywords: Innovation and Invention; Networks; Patents
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      Acemoglu, Daron, Ufuk Akcigit, and William R. Kerr. "Innovation Network." Proceedings of the National Academy of Sciences 113, no. 41 (October 11, 2016).
      • October 2016 (Revised April 2018)
      • Case

      DataXu: Selling Ad Tech

      By: Frank V. Cespedes, John Deighton, Lisa Cox and Olivia Hull
      DataXu served marketers by buying digital advertising for brands using its demand-side platform. It sought a way to build a more predictable revenue stream in the very transactional media marketplace, and hoped that two new marketing analytics products would give it a... View Details
      Keywords: Sales Management; Pricing; Programmatic Ad Buying; "Marketing Analytics"; Advertising Technology; Sales; Digital Marketing; Marketing Strategy; Advertising Campaigns; Product Launch; Product Positioning; Media; Technology Industry; Advertising Industry; Boston; Massachusetts
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      Cespedes, Frank V., John Deighton, Lisa Cox, and Olivia Hull. "DataXu: Selling Ad Tech." Harvard Business School Case 817-012, October 2016. (Revised April 2018.)
      • October 2016
      • Article

      Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity

      By: Alan MacCormack and Daniel J. Sturtevant
      Technical debt is created when design decisions that are expedient in the short-term increase the costs of maintaining and adapting this system in future. An important component of technical debt relates to decisions about system architecture. As systems grow and... View Details
      Keywords: Information Infrastructure; Performance Efficiency; Applications and Software; Infrastructure
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      MacCormack, Alan, and Daniel J. Sturtevant. "Technical Debt and System Architecture: The Impact of Coupling on Defect-related Activity." Journal of Systems and Software 120 (October 2016): 170–182. (Received 31 May 2015. Revised 28 May 2016. Accepted 4 June 2016.)
      • September 2016
      • Article

      Bounded Awareness: Implications for Ethical Decision Making

      By: Max Bazerman and Ovul Sezer
      In many of the business scandals of the new millennium, the perpetrators were surrounded by people who could have recognized the misbehavior, yet failed to notice it. To explain such inaction, management scholars have been developing the area of behavioral ethics and... View Details
      Keywords: Ethics
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      Bazerman, Max, and Ovul Sezer. "Bounded Awareness: Implications for Ethical Decision Making." Organizational Behavior and Human Decision Processes 136 (September 2016): 95–105.
      • 2016
      • Book

      Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services

      By: Elie Ofek, Eitan Muller and Barak Libai
      This book bridges the gap between what academics know, and what innovation stakeholders—from managers, to investors, to analysts, to consumers—need to know about how new products and services are expected to perform in the marketplace. The book develops a compelling... View Details
      Keywords: Innovation; Technology Diffusion; New Products; Customer Lifetime Value; Monetization Strategy; Social Influence; Innovation Adoption; Forecasting Demand; Commercialization; Marketing Strategy; Practice; Customer Value and Value Chain; Research; Innovation and Management; Technology Adoption; Forecasting and Prediction; Product Development
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      Ofek, Elie, Eitan Muller, and Barak Libai. Innovation Equity: Assessing and Managing the Monetary Value of New Products and Services. University of Chicago Press, 2016.
      • August 2016 (Revised July 2018)
      • Case

      Accenture Human Capital Strategy

      By: Paula A. Price, V.G. Narayanan and James Weber
      Accenture is a leading global consulting, technology, and outsourcing company. It has clients and its own operations throughout the world. This case describes the human resources and related activities necessary to deliver its services to clients. It allows students to... View Details
      Keywords: Management Consulting; Technology Consulting; Outsourcing; Human Resources; Activity Based Costing and Management; Management Practices and Processes
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      Price, Paula A., V.G. Narayanan, and James Weber. "Accenture Human Capital Strategy." Harvard Business School Case 117-032, August 2016. (Revised July 2018.)
      • Article

      Can Analysts Assess Fundamental Risk and Valuation Uncertainty? An Empirical Analysis of Scenario-Based Value Estimates

      By: Peter R. Joos, Joseph D. Piotroski and Suraj Srinivasan
      We use a dataset of sell-side analysts' scenario-based valuation estimates to examine whether analysts reliably assess the risk surrounding a firm's fundamental value. We find that the spread in analysts' state-side contingent valuations captures the riskiness of... View Details
      Keywords: Analyst Forecasts; Scenarios; Uncertainty; Risk and Uncertainty; Valuation; Forecasting and Prediction
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      Joos, Peter R., Joseph D. Piotroski, and Suraj Srinivasan. "Can Analysts Assess Fundamental Risk and Valuation Uncertainty? An Empirical Analysis of Scenario-Based Value Estimates." Journal of Financial Economics 121, no. 3 (September 2016): 645–663.
      • August 2016
      • Article

      The Role of (Dis)similarity in (Mis)predicting Others' Preferences

      By: Kate Barasz, Tami Kim and Leslie K. John
      Consumers readily indicate liking options that appear dissimilar—for example, enjoying both rustic lake vacations and chic city vacations or liking both scholarly documentary films and action-packed thrillers. However, when predicting other consumers’ tastes for the... View Details
      Keywords: Perceived Similarity; Prediction Error; Preference Prediction; Self-other Difference; Social Inference; Cognition and Thinking; Perception; Forecasting and Prediction
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      Barasz, Kate, Tami Kim, and Leslie K. John. "The Role of (Dis)similarity in (Mis)predicting Others' Preferences." Journal of Marketing Research (JMR) 53, no. 4 (August 2016): 597–607.
      • July 2016
      • Article

      Taxation, Corruption, and Growth

      By: Philippe Aghion, Ufuk Akcigit, Julia Cagé and William R. Kerr
      We build an endogenous growth model to analyze the relationships between taxation, corruption, and economic growth. Entrepreneurs lie at the center of the model and face disincentive effects from taxation but acquire positive benefits from public infrastructure.... View Details
      Keywords: Endogenous Growth; Public Goods; Corruption; Crime and Corruption; Entrepreneurship; Taxation; Economic Growth
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      Aghion, Philippe, Ufuk Akcigit, Julia Cagé, and William R. Kerr. "Taxation, Corruption, and Growth." Special Issue on The Economics of Entrepreneurship. European Economic Review 86 (July 2016): 24–51.
      • June 2016 (Revised May 2017)
      • Case

      Searching for a New CEO: TiVo 2016

      By: David B. Yoffie
      In 2015, TiVo initiated a search for a new CEO. This case provides a profile of the CEO search and background on the company. View Details
      Keywords: Technological Change; Succession Planning; Information Technology; Strategy; Strategic Planning; Management Succession; Forecasting and Prediction; Change; Entertainment and Recreation Industry; Entertainment and Recreation Industry
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      Yoffie, David B. "Searching for a New CEO: TiVo 2016." Harvard Business School Case 716-470, June 2016. (Revised May 2017.)
      • June 2016
      • Teaching Note

      HubSpot: Lower Churn through Greater CHI

      By: Jill Avery, Asis Martinez Jerez and Thomas Steenburgh
      HubSpot, a web marketing startup selling inbound marketing software to small- and medium-sized businesses, is under pressure from its venture capital partners to rapidly acquire new customers and to maintain a low level of customer churn. The B2B SaaS company is in the... View Details
      Keywords: CRM; Customer Acquisition; Customer Retention; Churn Management; SaaS Business Models; Customer Lifetime Value; Venture Capital; Startup; Software; Monitoring And Control; Marketing; Customer Relationship Management; Marketing Strategy; Accounting; Technology Industry; United States
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      Avery, Jill, Asis Martinez Jerez, and Thomas Steenburgh. "HubSpot: Lower Churn through Greater CHI." Harvard Business School Teaching Note 116-051, June 2016.
      • 2017
      • Working Paper

      Management as a Technology?

      By: Nicholas Bloom, Raffaella Sadun and John Van Reenen
      Are some management practices akin to a technology that can explain firm and national productivity, or do they simply reflect contingent management styles? We collect data on core management practices from over 11,000 firms in 34 countries. We find large cross-country... View Details
      Keywords: Management Practices; Productivity; Competition; Management Practices and Processes; Performance Productivity
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      Bloom, Nicholas, Raffaella Sadun, and John Van Reenen. "Management as a Technology?" Harvard Business School Working Paper, No. 16-133, June 2016. (Revised October 2017.)
      • June 2016
      • Article

      Vaccination Rates Are Associated with Functional Proximity but Not Base Proximity of Vaccination Clinics

      By: John Beshears, James J. Choi, David Laibson, Brigitte C. Madrian and Gwendolyn I. Reynolds
      Background: Routine annual influenza vaccinations are recommended for persons 6 months of age and older, but less than half of U.S. adults get vaccinated. Many employers offer employees free influenza vaccinations at workplace clinics, but even then take-up is... View Details
      Keywords: Geographic Location; Employees; Health Care and Treatment
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      Beshears, John, James J. Choi, David Laibson, Brigitte C. Madrian, and Gwendolyn I. Reynolds. "Vaccination Rates Are Associated with Functional Proximity but Not Base Proximity of Vaccination Clinics." Medical Care 54, no. 6 (June 2016): 578–583.
      • May 20, 2016
      • Comment

      World Health Organization Lacks Leadership to Combat Pandemics

      By: John A. Quelch
      When it comes to emergency preparedness for pandemics, the World Health Organization is falling short. It has not provided prompt and clear leadership to the world in combating either the Ebola or Zika viruses. Its leadership has been low energy, its representatives... View Details
      Keywords: Global Health; World Health Organization; World Bank; Pandemics; Emergency Preparedness; Experience and Expertise; Decisions; Forecasting and Prediction; Communication Strategy; Nonverbal Communication; Framework; Governance; Government and Politics; Health; Management; Practice; Problems and Challenges; Projects; Risk and Uncertainty; Human Needs; Civil Society or Community; Social Issues; Welfare or Wellbeing; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Journalism and News Industry; Africa; Asia; Europe; Latin America; North and Central America; South America; West Indies
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      Quelch, John A. "World Health Organization Lacks Leadership to Combat Pandemics." Harvard Business School Working Knowledge (May 20, 2016).
      • Article

      Physical and Situational Inequality on Airplanes Predict Air Rage

      By: K. A. DeCelles and Michael I. Norton
      We posit that the modern airplane is a social microcosm of class-based society, and that the increasing incidence of “air rage” can be understood through the lens of inequality. Research on inequality typically examines the effects of relatively fixed, macrostructural... View Details
      Keywords: Physical Inequality; Equality and Inequality; Behavior; Air Transportation; Situation or Environment
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      DeCelles, K. A., and Michael I. Norton. "Physical and Situational Inequality on Airplanes Predict Air Rage." Proceedings of the National Academy of Sciences 113, no. 20 (May 17, 2016): 5588–5591.
      • Article

      Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy

      By: Edward Glaeser, Andrew Hillis, Scott Duke Kominers and Michael Luca
      The proliferation of big data makes it possible to better target city services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities could hire consultants, but a cheaper alternative is to... View Details
      Keywords: User-generated Content; Operations; Tournaments; Policy-making; Machine Learning; Online Platforms; Analytics and Data Science; Mathematical Methods; City; Infrastructure; Business Processes; Government and Politics
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      Glaeser, Edward, Andrew Hillis, Scott Duke Kominers, and Michael Luca. "Crowdsourcing City Government: Using Tournaments to Improve Inspection Accuracy." American Economic Review: Papers and Proceedings 106, no. 5 (May 2016): 114–118.
      • 2016
      • Article

      Recursive Mentalizing and Common Knowledge in the Bystander Effect

      By: Kyle A. Thomas, Julian De Freitas, Peter DiScioli and Steven Pinker
      The more potential helpers there are, the less likely any individual is to help. A traditional explanation for this bystander effect is that responsibility diffuses across the multiple bystanders, diluting the responsibility of each. We investigate an... View Details
      Keywords: Bystander Effect; Diffusion Of Responsibility; Volunteer's Dilemma; Common Knowledge; Theory Of Mind; Behavior; Theory
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      Thomas, Kyle A., Julian De Freitas, Peter DiScioli, and Steven Pinker. "Recursive Mentalizing and Common Knowledge in the Bystander Effect." Journal of Experimental Psychology: General 145, no. 5 (2016): 621–629.
      • 2016
      • Article

      The Mirroring Hypothesis: Theory, Evidence, and Exceptions

      By: Lyra J. Colfer and Carliss Y. Baldwin
      The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical dependencies in the work being performed. This article presents a unified picture of... View Details
      Keywords: Modularity; Mirroring Hypothesis; Organization Design; Conway's Law; Knowledge Boundaries; Relational Contracts; Open Source Software; Organizational Design; Organizational Structure; Boundaries; Knowledge Management; Applications and Software
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      Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence, and Exceptions." Industrial and Corporate Change 25, no. 5 (2016): 709–738. (Lead Article.)
      • 2016
      • Working Paper

      The Mirroring Hypothesis: Theory, Evidence and Exceptions

      By: Lyra J. Colfer and Carliss Y. Baldwin
      The mirroring hypothesis predicts that organizational ties within a project, firm, or group of firms (e.g., communication, collocation, employment) will correspond to the technical patterns of dependency in the work being performed. A thorough understanding of the... View Details
      Keywords: Modularity; Innovation; Product And Process Development; Organization Design; Design Structure; Organizational Ties; Mirroring Hypothesis; Industry Architecture; Product Architecture; Complex Technical Systems; Information Technology; Organizational Design; Organizational Structure; Relationships; Innovation and Invention; Product Development
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      Colfer, Lyra J., and Carliss Y. Baldwin. "The Mirroring Hypothesis: Theory, Evidence and Exceptions." Harvard Business School Working Paper, No. 16-124, April 2016. (Revised May 2016.)
      • April 2016
      • Teaching Note

      Whither the Weather (Company): Forecasting 2016

      By: Rosabeth Moss Kanter and Jonathan Cohen
      This Note was created for the purpose of aiding classroom instructors in the use of the Harvard Business School case, "Whither the Weather (Company): Forecasting 2016." As chairman and CEO, David Kenny guided the Weather Company's transformation from a cable television... View Details
      Keywords: Weather Company; IBM; Digital; Technology; David Kenny; Television; Weather Channel; Legacy Business; Mainstream; Newstream; Reorganization; Acquisitions; Transformation; Information Technology; Television Entertainment; Acquisition; Consolidation; Change; Leadership
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      Kanter, Rosabeth Moss, and Jonathan Cohen. "Whither the Weather (Company): Forecasting 2016." Harvard Business School Teaching Note 316-161, April 2016.
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