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  • All HBS Web  (3,676)
    • People  (3)
    • News  (588)
    • Research  (2,532)
    • Events  (57)
    • Multimedia  (1)
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  • 2009
  • Working Paper

Regional Trade Integration and Multinational Firm Strategies

By: Pol Antras and C. Fritz Foley
This paper analyzes the effects of the formation of a regional trade agreement on the level and nature of multinational firm activity. We examine aggregate data that captures the response of U.S. multinational firms to the formation of the ASEAN free trade agreement.... View Details
Keywords: Trade; Foreign Direct Investment; Globalized Economies and Regions; Multinational Firms and Management; Growth and Development Strategy; Agreements and Arrangements; Southeast Asia; United States
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Antras, Pol, and C. Fritz Foley. "Regional Trade Integration and Multinational Firm Strategies." NBER Working Paper Series, No. 14891, April 2009.
  • 2021
  • Working Paper

Corporate Environmental Impact: Measurement, Data and Information

By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable... View Details
Keywords: Environment; Impact; Measurement; Environmental Ratings; Corporate Valuation; Financial Materiality; Sustainability; Environmental Impact; Environmental Strategy; Impact-Weighted Accounts; IWAI; Environmental Sustainability; Corporate Social Responsibility and Impact; Measurement and Metrics; Valuation
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Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
  • March 1998 (Revised October 1999)
  • Case

Electronic Data Systems (EDS)

By: Rosabeth M. Kanter and Thomas Dretler
Explores a global program of Electronic Data Systems (EDS) called "Global Volunteer Day" and examines the activities and business situation of the company in four countries. Asks students to address whether American values like "volunteerism" can be exported. View Details
Keywords: Cross-Cultural and Cross-Border Issues; Globalized Firms and Management; Corporate Social Responsibility and Impact; Business and Community Relations; Information Technology Industry; United States
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Kanter, Rosabeth M., and Thomas Dretler. "Electronic Data Systems (EDS)." Harvard Business School Case 398-072, March 1998. (Revised October 1999.)
  • May 2014
  • Article

Incorporating Field Data into Archival Research

By: Eugene F. Soltes
I explore the use of field data in conjunction with archival evidence by examining Iliev, Miller, and Roth's (2014) analysis of an amendment to the Securities Exchange Act of 1934. This regulatory amendment allowed depositary banks to cross-list firms without the... View Details
Keywords: Analytics and Data Science; Research; Financial Reporting
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Soltes, Eugene F. "Incorporating Field Data into Archival Research." Journal of Accounting Research 52, no. 2 (May 2014): 521–540.
  • 2021
  • Working Paper

Technology Differentiation and Firm Performance

By: Sam Arts, Bruno Cassiman and Jianan Hou
Prior work has extensively studied how investing in R&D and building a technology portfolio relate to superior firm performance. However, the value of a firm’s technology portfolio should also be driven by the degree to which it is more unique and technologically... View Details
Keywords: Technology Portfolio; Differentiation; Competitiveness; Organizations; Technology; Performance; United States
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Arts, Sam, Bruno Cassiman, and Jianan Hou. "Technology Differentiation and Firm Performance." Harvard Business School Working Paper, No. 22-040, December 2021.
  • 2021
  • Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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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. (Revised November 2021.)
  • November 2014
  • Article

The Dynamics of Firm Lobbying

By: William R. Kerr, William F. Lincoln and Prachi Mishra
We study the determinants of the dynamics of firm lobbying behavior using a panel data set covering 1998–2006. Our data exhibit three striking facts: (i) few firms lobby, (ii) lobbying status is strongly associated with firm size, and (iii) lobbying status is highly... View Details
Keywords: Lobbying; Political Economy; H-1B; Organizational Change and Adaptation; Policy; Immigration
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Kerr, William R., William F. Lincoln, and Prachi Mishra. "The Dynamics of Firm Lobbying." American Economic Journal: Economic Policy 6, no. 4 (November 2014): 343–379.
  • 2013
  • Working Paper

The Dynamics of Firm Lobbying

By: William R. Kerr, William F. Lincoln and Prachi Mishra
We study the determinants of the dynamics of firm lobbying behavior using a panel data set covering 1998–2006. Our data exhibit three striking facts: (i) few firms lobby, (ii) lobbying status is strongly associated with firm size, and (iii) lobbying status is highly... View Details
Keywords: Lobbying; Political Economy; H-1B; Business Ventures; Policy; Government Legislation; Immigration; Business and Government Relations; Research; Prejudice and Bias
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Kerr, William R., William F. Lincoln, and Prachi Mishra. "The Dynamics of Firm Lobbying." Harvard Business School Working Paper, No. 12-034, October 2011. (Revised August 2013.)
  • 2009
  • Other Paper

Trade Policy and Firm Boundaries

By: Laura Alfaro, Paola Conconi, Andrew F. Newman and Harald Fadinger
We examine how trade policy affects firms' organizational choices. We embed a model of firms' vertical integration decisions into a standard perfectly-competitive international trade framework. In the model, integration decisions are driven by a trade-off... View Details
Keywords: Trade; Policy; Ownership; Business and Government Relations; Vertical Integration; Boundaries
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Alfaro, Laura, Paola Conconi, Andrew F. Newman, and Harald Fadinger. "Trade Policy and Firm Boundaries."
  • April 2020
  • Article

CEO Behavior and Firm Performance

By: Oriana Bandiera, Stephen Hansen, Andrea Prat and Raffaella Sadun
We measure the behavior of 1,114 CEOs in six countries parsing granular CEO diary data through an unsupervised machine learning algorithm. The algorithm uncovers two distinct behavioral types: "leaders" and "managers." Leaders focus on multi-function, high-level... View Details
Keywords: CEOs; Management; Behavior; Organizations; Performance; Analysis
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Bandiera, Oriana, Stephen Hansen, Andrea Prat, and Raffaella Sadun. "CEO Behavior and Firm Performance." Journal of Political Economy 128, no. 4 (April 2020): 1325–1369.
  • January 2010 (Revised February 2010)
  • Case

IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion

This case illustrates the challenges associated with matching staffing levels with variable workload in retail stores and highlights how decisions related to staffing and scheduling affect operational performance and the quality of labor at the stores. The case... View Details
Keywords: Customer Satisfaction; Employees; Market Transactions; Service Delivery; Service Operations; Performance Improvement; Retail Industry
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Ton, Zeynep. "IBM Retail Business Assessment at Dillard's, Inc.: Managing Staffing Levels to Improve Conversion." Harvard Business School Case 610-051, January 2010. (Revised February 2010.)
  • 18 Dec 2008
  • Working Paper Summaries

Concentration Levels in the U.S. Advertising and Marketing Services Industry: Myth vs. Reality

Keywords: by Alvin J. Silk & Charles King III; Advertising
  • 2008
  • Other Unpublished Work

Are Private Equity Firms Better Managed?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen
We use an innovative survey tool to collect management practice data from over 4,000 medium sized manufacturing firms across Asia, Europe and the US. These measures of managerial practice are strongly associated with firm-level performance (e.g. productivity,... View Details
Keywords: Private Equity; Management Practices and Processes; Production; Performance Improvement; Manufacturing Industry; Asia; Europe; United States
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Bloom, Nicholas, Raffaella Sadun, and John Van Reenen. "Are Private Equity Firms Better Managed?" December 2008. (Slides.)
  • April 2018
  • Article

Scope versus Speed: Team Diversity, Leader Experience, and Patenting Outcomes for Firms

By: Prithwiraj Choudhury and Martine R. Haas
How does the organization of patenting activity affect a firm’s patenting outcomes? We investigate how the composition of patenting teams relates to both the scope of their patent applications and the speed of their patent approvals by examining the main effects of... View Details
Keywords: Leader Experience; Micro-foundations Of Innovation; Scope; Speed; Team Diversity; Within-firm Data; Groups and Teams; Diversity; Patents; Leadership; Experience and Expertise; Outcome or Result
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Choudhury, Prithwiraj, and Martine R. Haas. "Scope versus Speed: Team Diversity, Leader Experience, and Patenting Outcomes for Firms." Strategic Management Journal 39, no. 4 (April 2018): 977–1002.
  • 2010
  • Working Paper

Trade Policy and Firm Boundaries

By: Laura Alfaro, Paola Conconi, Harald Fadinger and Andrew F. Newman
We study how trade policy affects firms' ownership structures. We embed an incomplete contracts model of vertical integration choices into a standard perfectly-competitive international trade framework. Integration decisions are driven by a trade-off between the... View Details
Keywords: Trade; Policy; Vertical Integration; Business and Government Relations; Boundaries; Ownership; Mathematical Methods
Citation
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Alfaro, Laura, Paola Conconi, Harald Fadinger, and Andrew F. Newman. "Trade Policy and Firm Boundaries." NBER Working Paper Series, No. 16118, June 2010.
  • 2011
  • Other Unpublished Work

What Do Private Firms Look Like?

By: John Asker, Joan Farre-Mensa and Alexander Ljungqvist
Private firms in the U.S. are not subject to public reporting requirements, so relatively little is known about their characteristics and behavior—until now. This Data Appendix describes a new database on private U.S. firms, created by Sageworks Inc. in cooperation... View Details
Keywords: Data and Data Sets; Behavior; Public Sector; Corporate Disclosure; Private Sector; Financial Statements; United States
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Asker, John, Joan Farre-Mensa, and Alexander Ljungqvist. "What Do Private Firms Look Like?" 2011.
  • Article

Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM

By: Katrina Ligett, Seth Neel, Aaron Leon Roth, Bo Waggoner and Steven Wu
Traditional approaches to differential privacy assume a fixed privacy requirement ϵ for a computation, and attempt to maximize the accuracy of the computation subject to the privacy constraint. As differential privacy is increasingly deployed in practical settings, it... View Details
Keywords: Differential Privacy; Empirical Risk Minimization; Accuracy First
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Ligett, Katrina, Seth Neel, Aaron Leon Roth, Bo Waggoner, and Steven Wu. "Accuracy First: Selecting a Differential Privacy Level for Accuracy-Constrained ERM." Journal of Privacy and Confidentiality 9, no. 2 (2019).
  • December 2021
  • Case

Burning Glass Technologies: From Data to Product

By: Suraj Srinivasan and Amy Klopfenstein
In May 2021, Matt Sigelman, CEO of Burning Glass Technologies, a company that provided labor market analytics for a variety of markets, navigates his company’s transition from data company to product company. Burning Glass originated as a service that used artificial... View Details
Keywords: Information Technology; Applications and Software; Digital Platforms; Internet and the Web; Strategy; Expansion; Business Strategy; Labor; Employment; Human Capital; Jobs and Positions; Job Design and Levels; Job Search; Human Resources; Selection and Staffing; Recruitment; Employees; Retention; Competency and Skills; Experience and Expertise; Talent and Talent Management; Analytics and Data Science; Business Model; Technology Industry; North and Central America; United States
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Srinivasan, Suraj, and Amy Klopfenstein. "Burning Glass Technologies: From Data to Product." Harvard Business School Case 122-015, December 2021.
  • 2018
  • Simulation

Financial Analysis Simulation: Data Detective

By: Suraj Srinivasan and V.G. Narayanan
In this simulation, students learn to identify typical industry characteristics revealed in financial data. Equipped with an interactive and flexible set of tools, students analyze disguised financials and—using their knowledge of operational practices and reasoning... View Details
Keywords: Financial Analysis; Financial Accounting; Financial Ratios; Accounting; Financial Statements; Analysis
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Srinivasan, Suraj, and V.G. Narayanan. "Financial Analysis Simulation: Data Detective." Core Curriculum Readings Series. Simulation and Teaching Note. Boston: Harvard Business Publishing 8742, 2018. Electronic.
  • Research Summary

Spatial Agglomeration and Superstar Firms

By: Laura Alfaro
We characterize the agglomeration patterns of industries and plants in Europe, distinguishing Eurozone countries and the United States. Using a micro-level index, we quantify the degree of geographic concentration in industrial activities and explore how firm... View Details
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