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Publications

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    • All HBS Web  (10,118)
      • Faculty Publications  (550)

      Marketing Effectiveness Remove Marketing Effectiveness →

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      Boards Must Measure Marketing Effectiveness
      Cannibalization and Option Value Effects of Secondary Markets: Evidence from the U.S. Concert Industry
      → Search All HBS Web
      • March 2021
      • Article

      The Customer May Not Always Be Right: Customer Compatibility and Service Performance

      By: Ryan W. Buell, Dennis Campbell and Frances X. Frei
      This paper investigates the impact of customer compatibility – the degree of fit between the needs of customers and the capabilities of the operations serving them – on customer experiences and firm performance. We use a variance decomposition analysis to quantify the...  View Details
      Keywords: Customer Compatibility; Satisfaction; Profitability; Service Operations; Customer Relationship Management; Customer Satisfaction; Performance
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      Buell, Ryan W., Dennis Campbell, and Frances X. Frei. "The Customer May Not Always Be Right: Customer Compatibility and Service Performance." Management Science 67, no. 3 (March 2021): 1468–1488.
      • 2021
      • Working Paper

      Assessing the Strength of Network Effects in Social Network Platforms

      By: Marco Iansiti
      Network effects have risen to the forefront of platform competition discussions (e.g. the House Judiciary investigation of competition in digital markets, claiming that Facebook, for example, is entrenched due to strong network effects and high switching costs). While...  View Details
      Keywords: Social Networks; Platform Competition; Network effects; Competition
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      Iansiti, Marco. "Assessing the Strength of Network Effects in Social Network Platforms." Harvard Business School Working Paper, No. 21-086, February 2021.
      • 2020
      • Working Paper

      From Online Content to Offline Results: Effects of a Best Practices Initiative on an Enterprise Social Network

      By: Shelley Xin Li and Tatiana Sandino
      We examine the effects of a best practices initiative on an enterprise social network (ESN) with a natural field experiment in a large grocery store chain. Our results do not show an immediate improvement in sales, but do show 3.67-percent higher sales for the...  View Details
      Keywords: Retail; Best Practices; Enterprise Social Media; Management Accounting And Control Systems; Knowledge Sharing; Networks; Management Systems; Management Practices And Processes; Europe
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      Li, Shelley Xin, and Tatiana Sandino. "From Online Content to Offline Results: Effects of a Best Practices Initiative on an Enterprise Social Network." Harvard Business School Working Paper, No. 21-085, February 2021.
      • 2021
      • Book

      Sales Management That Works: How to Sell in a World That Never Stops Changing

      By: Frank V. Cespedes
      Selling is changing, but the impact on sales of megatrends like ecommerce, big data, and AI is often misunderstood and not supported by empirical data. Managers who fail to separate fact from hype will make decisions based on bad assumptions and, in a competitive...  View Details
      Keywords: Sales; Strategy; Salesforce Management; Change; Adaptation
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      Cespedes, Frank V. Sales Management That Works: How to Sell in a World That Never Stops Changing. Boston, MA: Harvard Business Review Press, 2021.
      • 2021
      • Working Paper

      Exclusive Dealing and Entry by Competing Two-Sided Platforms

      By: Jorge Tamayo, Christian Chica and Kenneth Chuk
      We study competition between horizontally differentiated platforms offering exclusive and non-exclusive contracts to one side of the market (content providers). The introduction of non-exclusive contracts in addition to exclusive contracts softens the competition for...  View Details
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      Tamayo, Jorge, Christian Chica, and Kenneth Chuk. "Exclusive Dealing and Entry by Competing Two-Sided Platforms." Working Paper, February 2021.
      • January 2021
      • Article

      Turbulence, Firm Decentralization and Growth in Bad Times

      By: Philippe Aghion, Nicholas Bloom, Brian Lucking, Raffaella Sadun and John Van Reenen
      What is the optimal form of firm organization during “bad times”? We present a model of delegation within the firm to show that the effect is ambiguous. The greater turbulence following macro shocks may benefit decentralized firms because the value of local information...  View Details
      Keywords: Decentralization; Growth; Turbulence; Great Recession; Organizational Design; System Shocks; Economic Growth; Performance
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      Aghion, Philippe, Nicholas Bloom, Brian Lucking, Raffaella Sadun, and John Van Reenen. "Turbulence, Firm Decentralization and Growth in Bad Times." American Economic Journal: Applied Economics 13, no. 1 (January 2021): 133–169.
      • 2020
      • Working Paper

      Biased Sampling of Early Users and the Direction of Startup Innovation

      By: Ruiqing Cao, Rembrand Koning and Ramana Nanda
      Using data from a prominent online platform for launching new digital products, we document that the composition of the platform's ‘beta testers’ on the day a new product is launched has a systematic and persistent impact on the venture's success. Specifically, we use...  View Details
      Keywords: Online Platforms; User Research; market Platforms; Business Startups; Product Launch; Gender
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      Cao, Ruiqing, Rembrand Koning, and Ramana Nanda. "Biased Sampling of Early Users and the Direction of Startup Innovation." Harvard Business School Working Paper, No. 21-059, November 2020.
      • 2020
      • Working Paper

      Dog Eat Dog: Measuring Network Effects Using a Digital Platform Merger

      By: Chiara Farronato, Jessica Fong and Andrey Fradkin
      Digital platforms are increasingly the subject of regulatory scrutiny. In comparison to multiple competitors, a single platform may increase consumer welfare if network effects are large or may decrease welfare due to higher prices or reduction in platform variety. We...  View Details
      Keywords: Digital Platforms; market Platforms; Network effects; Measurement And Metrics
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      Farronato, Chiara, Jessica Fong, and Andrey Fradkin. "Dog Eat Dog: Measuring Network Effects Using a Digital Platform Merger." NBER Working Paper Series, No. 28047, November 2020.
      • November 2020
      • Article

      Taxation in Matching Markets

      By: Arnaud Dupuy, Alfred Galichon, Sonia Jaffe and Scott Duke Kominers
      We analyze the effects of taxation in two-sided matching markets, i.e., markets in which all agents have heterogeneous preferences over potential partners. In matching markets, taxes can generate inefficiency on the allocative margin by changing who is matched to whom,...  View Details
      Keywords: Matching Markets; Labor Markets; Taxation; Labor; markets
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      Dupuy, Arnaud, Alfred Galichon, Sonia Jaffe, and Scott Duke Kominers. "Taxation in Matching Markets." International Economic Review 61, no. 4 (November 2020): 1591–1634.
      • 2020
      • Working Paper

      Hospital Allocation and Racial Disparities in Health Care

      By: Amitabh Chandra, Pragya Kakani and Adam Sacarny
      We develop a simple framework to measure the role of hospital allocation in racial disparities in health care and use it to study Black and white Medicare patients who are treated for heart attacks—a condition where virtually everyone receives care, hospital care is...  View Details
      Keywords: Health Care And Treatment; Equality And Inequality; Race; Analysis
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      Chandra, Amitabh, Pragya Kakani, and Adam Sacarny. "Hospital Allocation and Racial Disparities in Health Care." NBER Working Paper Series, No. 28018, November 2020.
      • October 5, 2020
      • Editorial

      Robots Save Us Time—But Do They Make Us Happier?

      By: A.V. Whillans, Emanuel de Bellis, Fabian Nindl and Tobias Schlager
      Autonomous products such as robotic vacuum cleaners, lawn mowers, and playmates for our pets are meant to improve people’s lives—but do they actually make consumers happier? The authors share the results of recent research which found that owning autonomous products...  View Details
      Keywords: Technology; Consumer Behavior; Attitudes; Customer Satisfaction; marketing Communications
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      Whillans, A.V., Emanuel de Bellis, Fabian Nindl, and Tobias Schlager. "Robots Save Us Time—But Do They Make Us Happier?" Harvard Business Review Digital Articles (October 5, 2020).
      • 2020
      • Working Paper

      Estimating Causal Effects in the Presence of Partial Interference Using Multivariate Bayesian Structural Time Series Models

      By: Fiammetta Menchetti and Iavor Bojinov
      Researchers regularly use synthetic control methods for estimating causal effects when a sub-set of units receive a single persistent treatment, and the rest are unaffected by the change. In many applications, however, units not assigned to treatment are nevertheless...  View Details
      Keywords: Causal Inference; Partial Interference; Synthetic Controls; Bayesian Structural Time Series; Mathematical Methods
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      Menchetti, Fiammetta, and Iavor Bojinov. "Estimating Causal Effects in the Presence of Partial Interference Using Multivariate Bayesian Structural Time Series Models." Harvard Business School Working Paper, No. 21-048, October 2020.
      • October 2020
      • Article

      Peer Influence on Trade Credit

      By: Daniel Gyimah, Michael Machokoto and Anywhere (Siko) Sikochi
      We examine the influence of peer firms on trade credit policies of listed firms in the United States. We posit and find evidence that firms mimic their peers in formulating trade credit policies. The findings are more pronounced for firms in highly competitive product...  View Details
      Keywords: Trade Credit; Peer Effects; Product Market Competition; Trade; Credit; Policy; Competition
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      Gyimah, Daniel, Michael Machokoto, and Anywhere (Siko) Sikochi. "Peer Influence on Trade Credit." Journal of Corporate Finance 64 (October 2020).
      • September 2020
      • Case

      True North: Pioneering Analytics, Algorithms and Artificial Intelligence

      By: Karim R. Lakhani, Kairavi Dey and Hannah Mayer
      True North was a private equity fund that specialized in the growth and buyout of mid-market, India-centric companies. The leadership team initially believed that technology was not core to traditional businesses and steered clear of new age technology-oriented...  View Details
      Keywords: Artificial Intelligence; Technology; Management; Operations; Organizations; Leadership; Innovation And Invention; Business Model; Computer Industry; Technology Industry
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      Lakhani, Karim R., Kairavi Dey, and Hannah Mayer. "True North: Pioneering Analytics, Algorithms and Artificial Intelligence." Harvard Business School Case 621-042, September 2020.
      • September–October 2020
      • Article

      The Air War Versus the Ground Game: An Analysis of Multi-Channel Marketing in U.S. Presidential Elections

      By: Lingling Zhang and Doug J. Chung
      This study jointly examines the effects of television advertising and field operations in U.S. presidential elections, with the former referred to as the “air war” and the latter as the “ground game.” Specifically, the study focuses on how different campaign...  View Details
      Keywords: Multi-channel Marketing; Ground Campaigning; Political Campaigns; Discrete-choice Model; Instrumental Variables; Political Elections; marketing Channels; Advertising; United States
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      Zhang, Lingling, and Doug J. Chung. "The Air War Versus the Ground Game: An Analysis of Multi-Channel Marketing in U.S. Presidential Elections." Marketing Science 39, no. 5 (September–October 2020): 872–892.
      • September 2020
      • Article

      Customer Supercharging in Experience-Centric Channels

      By: David R. Bell, Santiago Gallino and Antonio Moreno
      We conjecture that for online retailers, experience-centric offline store formats do not simply expand market coverage, but rather, serve to significantly amplify future positive customer behaviors, both online and offline. We term this phenomenon “supercharging” and...  View Details
      Keywords: Retail Operations; Marketing-operations Interface; Omnichannel Retailing; Experience Attributes; Quasi-experimental Methods; Operations; Online Technology; marketing Channels; Consumer Behavior; Retail Industry
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      Bell, David R., Santiago Gallino, and Antonio Moreno. "Customer Supercharging in Experience-Centric Channels." Management Science 66, no. 9 (September 2020).
      • September 2020
      • Teaching Note

      Uber: Competing Globally

      By: Alexander J. MacKay
      Teaching Note for HBS Case No. 720-404.  View Details
      Keywords: Business Ventures; Business Growth And Maturation; Business Model; Geography; Geographic Location; Geographic Scope; Global Strategy; Globalization; Multinational Firms And Management; Globalized markets And Industries; Governance; Governance Controls; Governing Rules, Regulations, And Reforms; Innovation And Invention; Disruptive Innovation; Innovation Strategy; Law; Management; Growth And Development; Growth Management; markets; Demand And Consumers; Consumer Behavior; Network effects; Emerging markets; market Design; market Entry And Exit; market Participation; Supply And Industry; Industry Structures; Planning; Strategic Planning; Relationships; Business And Community Relations; Business And Government Relations; Business And Stakeholder Relations; Labor And Management Relations; Networks; Adaptation; Strategy; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Expansion; Technology; Mobile Technology; Technology Platform; Transportation Networks; Transportation; Transportation Industry; Technology Industry; Africa; Ghana; Asia; China; Shanghai; Shanghai Shi; India; New Delhi; Europe; United Kingdom; London; England; Latin America; North And Central America; United States; New York (city, Ny); New York (state, Us); South America; Colombia
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      MacKay, Alexander J. "Uber: Competing Globally." Harvard Business School Teaching Note 721-387, September 2020.
      • 2020
      • Chapter

      Reserve Accumulation, Sovereign Debt, and Exchange Rate Policy

      By: Laura Alfaro and Fabio Kanczuk
      In the past decade, foreign participation in local-currency bond markets in emerging countries increased dramatically. Additionally, emerging countries are increasingly deviating from inflation targeting regimes, managing their exchange rate and engaging in...  View Details
      Keywords: Reserves; Exchange Rate; Sovereign Finance; Currency Exchange Rate; Policy
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      Alfaro, Laura, and Fabio Kanczuk. "Reserve Accumulation, Sovereign Debt, and Exchange Rate Policy." In Asset Management at Central Banks and Monetary Authorities: New Practices in Managing International Foreign Exchange Reserves, edited by Jacob Bjorheim. Springer, 2020. (Book link.)
      • 2020
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti
      This paper investigates the effectiveness of time-dependent data in improving the quality of AI-based products and services. Time-dependency means that data loses its relevance to problems over time. This loss causes deterioration in the algorithm's performance and,...  View Details
      Keywords: Economics Of Ai; Machine Learning; Non-stationarity; Perishability; Value Depreciation
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020.
      • 2020
      • Working Paper

      Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds

      By: Malcolm Baker, Daniel Bergstresser, George Serafeim and Jeffrey Wurgler
      We study green bonds, which are bonds whose proceeds are used for environmentally sensitive purposes. After an overview of the U.S. corporate and municipal green bonds markets, we study pricing and ownership patterns using a simple framework that incorporates assets...  View Details
      Keywords: Green Bonds; Pricing; Bonds; Climate Change; Environmental Sustainability; Financial markets; Price; Ownership; United States
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      Baker, Malcolm, Daniel Bergstresser, George Serafeim, and Jeffrey Wurgler. "Financing the Response to Climate Change: The Pricing and Ownership of U.S. Green Bonds." NBER Working Paper Series, No. 25194, August 2020.
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      Boards Must Measure Marketing Effectiveness
      Cannibalization and Option Value Effects of Secondary Markets: Evidence from the U.S. Concert Industry
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