data - Publications - Faculty & Research

2011
Working Paper

The Impact of Forward-Looking Metrics on Employee Decision Making

By: Pablo Casas-Arce, F. Asis Martinez-Jerez and V.G. Narayanan

This paper analyzes the effects of providing forward-looking metrics on employee decision making. We use data from a southern European bank that, in April 2002, started providing its branch managers with customer lifetime value (CLV) information about mortgage... View Details

Keywords: Customer Value and Value Chain; Decision Choices and Conditions; Mortgages; Employees; Information; Knowledge Use and Leverage; Service Delivery; Banking Industry; Europe

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Article

Market Heterogeneity and Local Capacity Decisions in Services

By: Dennis Campbell and Frances X. Frei

We empirically document factors that influence how local operating managers use discretion to balance the tradeoff between service capacity costs and customer sensitivity to service time. Our findings, using data from one of the largest financial services providers in... View Details

Keywords: Customer Satisfaction; Cost; Standards; Service Delivery; Service Operations; Performance Capacity; Performance Productivity; Financial Services Industry; United States

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2021
Working Paper

Hunting for Talent: Firm-Driven Labor Market Search in the United States

By: Ines Black, Sharique Hasan and Rembrand Koning

This article analyzes the phenomenon of firm-driven labor market search—or outbound recruiting—where recruiters are increasingly “hunting for talent” rather than passively relying on workers to search for and apply to job vacancies. Our research methodology leverages... View Details

Keywords: Hiring; Referrals; Outbound Recruiting; Labor Markets; Selection and Staffing; Networks; Recruitment; Strategy; United States

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November 2017
Teaching Note

Tencent

By: John R. Wells and Gabriel Ellsworth

Teaching Note for HBS No. 718-426. Tencent had undergone many transformations since it was founded in 1998 as a simple messaging service. In 2017, it was the largest online games provider in China with a wide range of game types, China’s largest social networking... View Details

Keywords: Tencent; Tencent Holdings; WeChat; Social Networking; Social Networks; Gaming; Gaming Industry; Video Games; Computer Games; Mobile Gaming; Portals; Payments; Mobile Payments; O2O; Online-to-offline; E-commerce; Messaging; Subscription Model; Freemium; Mobile App Industry; Smartphone; PC; Monetization Strategy; Antitrust; Streaming; Cloud Computing; Artificial Intelligence; Big Data; Alibaba; Facebook; JD.com; Tesla; Bundling; Synergies; Digital Strategy; Imitation; Licensing; Agility; Entry Barriers; Online Platforms; Advertising; Digital Marketing; Business Ventures; Acquisition; Mergers and Acquisitions; Business Conglomerates; Business Growth and Maturation; Business Organization; For-Profit Firms; Joint Ventures; Restructuring; Communication Technology; Blogs; Interactive Communication; Interpersonal Communication; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Investment; Investment Portfolio; Price; Revenue; Geographic Scope; Cross-Cultural and Cross-Border Issues; Global Strategy; Multinational Firms and Management; Globalized Markets and Industries; Business History; Innovation Strategy; Technological Innovation; Business or Company Management; Goals and Objectives; Growth and Development Strategy; Product Positioning; Social Marketing; Network Effects; Market Entry and Exit; Digital Platforms; Industry Growth; Monopoly; Media; Distribution Channels; Service Delivery; Organizational Change and Adaptation; Organizational Structure; Public Ownership; Problems and Challenges; Business and Government Relations; Groups and Teams; Networks; Opportunities; Social and Collaborative Networks; Strategy; Adaptation; Business Strategy; Commercialization; Competition; Competitive Advantage; Competitive Strategy; Cooperation; Corporate Strategy; Diversification; Expansion; Horizontal Integration; Vertical Integration; Information Technology; Internet and the Web; Mobile and Wireless Technology; Applications and Software; Information Infrastructure; Value Creation; Emerging Markets; Product Development; Segmentation; Business Units; Communication; Profit; Communications Industry; Entertainment and Recreation Industry; Financial Services Industry; Information Industry; Information Technology Industry; Media and Broadcasting Industry; Motion Pictures and Video Industry; Music Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; Web Services Industry; Asia; China; Canton (province, China)

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March–April 2023
Article

Market Segmentation Trees

By: Ali Aouad, Adam Elmachtoub, Kris J. Ferreira and Ryan McNellis

Problem definition: We seek to provide an interpretable framework for segmenting users in a population for personalized decision making. Methodology/results: We propose a general methodology, market segmentation trees (MSTs), for learning market... View Details

Keywords: Decision Trees; Computational Advertising; Market Segmentation; Analytics and Data Science; E-commerce; Consumer Behavior; Marketplace Matching; Marketing Channels; Digital Marketing

August 2021
Article

Information Seeding and Knowledge Production in Online Communities: Evidence from OpenStreetMap

By: Abhishek Nagaraj

The wild success of a few online communities (like Wikipedia) has obscured the fact that most attempts at forming such communities fail. This study evaluates information seeding, an early-stage intervention to bootstrap online communities that enables contributors to... View Details

Keywords: Online Communities; Knowledge Production; Crowdsourcing; Innovation; Digitization; Internet and the Web; Digital Platforms; Social and Collaborative Networks; Analytics and Data Science; Knowledge Dissemination

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08 Aug 2023
Research & Ideas

Black Employees Not Only Earn Less, But Deal with Bad Bosses and Poor Conditions

conditions. While such reviews are published anonymously, Zhang cross-referenced the data with a government database from the Equal Employment Opportunity Commission that lists the racial percentages of employees at all US companies with... View Details

Keywords: by Michael Blanding

Jeffrey F. Rayport

Jeffrey F Rayport is a faculty member in the Entrepreneurial Management Unit at Harvard Business School, where he teaches in the School’s MBA and Executive Education Programs and on HBS Online. His primary focus in teaching and research is growth-stage technology... View Details

05 Dec 2006
First Look

First Look: December 5, 2006

Working PapersThe Industry R&D Survey — Patent Database Link Project Authors:William R. Kerr and Shihe Fu Abstract This paper details the construction of a firm-year panel dataset combining the NBER Patent Dataset with the Industry R&D Survey conducted by the... View Details

Keywords: Sean Silverthorne

July–August 2018
Article

Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

By: Frank Nagle

As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by... View Details

Keywords: Open Source Distribution; Applications and Software; Competitive Strategy; Learning; Competitive Advantage

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2018
Chapter

Behavioral Empirics and Field Experiments

By: Maria Ibanez and Bradley R. Staats

As the study of behavioral operations has continued to grow, an increasing number of researchers are turning to the field (e.g., conducting observational studies or natural or field experiments) to push deeper in order to find the answers to relevant behavioral... View Details

Keywords: Behavioral Operations; Empirical Operations; Empirical Operations Management; Field Experiments; Behavior; Operations; Management; Research

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Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market... View Details

Web

Value-Based Health Care - Institute For Strategy And Competitiveness

regulatory barriers to value-based health care, including fraud and abuse laws such as the Stark law limiting physician referrals, anti-trust laws, data privacy laws limiting information and data sharing,... View Details

13 May 2019
Working Paper Summaries

The Changing Landscape of Auditor Litigation and Its Implications for Audit Quality

Keywords: by Colleen Honigsberg, Shivaram Rajgopal, and Suraj Srinivasan; Accounting; Legal Services

17 Aug 2016
Working Paper Summaries

The Empirical Economics of Online Attention

Keywords: by Andre Boik, Shane Greenstein, and Jeffrey Prince; Media & Broadcasting

November 2007
Background Note

Event Arbitrage

By: Joshua D. Coval and Erik Stafford

The event arbitrage module includes two simulation sessions. The first simulation focuses on analyzing and evaluating individual merger transactions, while the second simulation emphasizes managing a portfolio of individual positions and the limitations of arbitrage... View Details

Keywords: Mergers and Acquisitions; Capital Markets; Financial Management; Investment Portfolio; Risk Management

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