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Publications

Publications

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  • All HBS Web  (453)
    • News  (32)
    • Research  (359)
    • Events  (16)
    • Multimedia  (1)
  • Faculty Publications  (258)

Show Results For

  • All HBS Web  (453)
    • News  (32)
    • Research  (359)
    • Events  (16)
    • Multimedia  (1)
  • Faculty Publications  (258)
← Page 12 of 453 Results →
  • Program

Disruptive Innovation

Apply theories of causality to understand why things happen the way they do Accurately predict the impact of strategic actions Better articulate your strategic questions and goals Assess the risks and opportunities presented by actions... View Details
  • 2024
  • Working Paper

Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization

By: Ta-Wei Huang, Eva Ascarza and Ayelet Israeli
This paper introduces Incrementality Representation Learning (IRL), a novel multitask representation learning framework that predicts heterogeneous causal effects of marketing interventions. By leveraging past experiments, IRL efficiently designs and targets... View Details
Keywords: Heterogeneous Treatment Effect; Multi-task Learning; Representation Learning; Personalization; Promotion; Deep Learning; Field Experiments; Customer Focus and Relationships; Customization and Personalization
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Huang, Ta-Wei, Eva Ascarza, and Ayelet Israeli. "Incrementality Representation Learning: Synergizing Past Experiments for Intervention Personalization." Harvard Business School Working Paper, No. 24-076, June 2024.
  • 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.
  • 2011
  • Article

Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia

By: Michael Zhang and Feng Zhu
In this paper, we examine the causal relationship between group size and incentives to contribute in the setting of Chinese Wikipedia, the Chinese language version of an online encyclopedia that relies entirely on voluntary contributions. The group at Chinese Wikipedia... View Details
Keywords: Rights; Motivation and Incentives; Internet and the Web; Valuation; Groups and Teams; Knowledge Sharing; Behavior; Satisfaction; Size; Government and Politics; Economics; Information Technology Industry; Hong Kong; Taiwan; Singapore
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Zhang, Michael, and Feng Zhu. "Group Size and Incentives to Contribute: A Natural Experiment at Chinese Wikipedia." American Economic Review 101, no. 4 (June 2011): 1601–1615.
  • January 2014
  • Article

China's 'New Regionalism': Subnational Analysis in Chinese Political Economy

By: Meg Rithmire
The study of Chinese political economy has undergone a sea change since the late 1990s; instead of debating the origins and direction of national reform, scholars have turned to examining the origins of local economic variation. This essay reviews recent work in... View Details
Keywords: China; Political Economy; Economy; Government and Politics; China
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Rithmire, Meg. "China's 'New Regionalism': Subnational Analysis in Chinese Political Economy." World Politics 66, no. 1 (January 2014).
  • 2010
  • Working Paper

A New Model of Integrity: The Missing Factor Of Production (PDF file of Keynote and PowerPoint Slides)

By: Michael C. Jensen, Kari L. Granger and Werner Erhard

An Actionable Pathway To Dramatic Increases In Individual And Organizational Performance.

Full Day Executive Program Seminar taught at Olin Business School, Washington University, St. Louis, MO.

Workshop Objectives:

To provide you and your... View Details

Keywords: Performance Improvement; Programs; Trust; Competitive Advantage; Value Creation; Washington (state, US)
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Jensen, Michael C., Kari L. Granger, and Werner Erhard. "A New Model of Integrity: The Missing Factor Of Production (PDF file of Keynote and PowerPoint Slides)." Harvard Business School Working Paper, No. 10-087, March 2010.
  • 25 Feb 2025
  • HBS Seminar

Michel Pham, Columbia University

  • Research Summary

Overview

Professor Schreger studies international finance and macroeconomics, with an emphasis on sovereign debt. Following a series of sovereign debt crises in the 1980s and 1990s, which caused defaults among emerging markets governments on their foreign currency obligations,... View Details
  • 2025
  • Article

Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments

By: Kosuke Imai and Michael Lingzhi Li
Researchers are increasingly turning to machine learning (ML) algorithms to investigate causal heterogeneity in randomized experiments. Despite their promise, ML algorithms may fail to accurately ascertain heterogeneous treatment effects under practical settings with... View Details
Keywords: AI and Machine Learning; Mathematical Methods; Analytics and Data Science
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Imai, Kosuke, and Michael Lingzhi Li. "Statistical Inference for Heterogeneous Treatment Effects Discovered by Generic Machine Learning in Randomized Experiments." Journal of Business & Economic Statistics 43, no. 1 (2025): 256–268.
  • 2019
  • Working Paper

The Comprehensive Effects of a Digital Paywall Sales Strategy

By: Doug J. Chung, Ho Kim and Reo Song
This paper explores the multiple and comprehensive effects of a digital paywall sales strategy, an increasingly common means of go-to-market for media firms. Specifically, we examine the effects of a digital paywall on a media firm’s two sources of income—subscription... View Details
Keywords: Digital Paywall; Demand Substitution; Spillover Effect; Synthetic Control; Sales; Strategy; Media; Newspapers; Publishing Industry
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Chung, Doug J., Ho Kim, and Reo Song. "The Comprehensive Effects of a Digital Paywall Sales Strategy." Harvard Business School Working Paper, No. 19-118, May 2019.
  • December 2017
  • Article

Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions

By: Lakshmi Ramarajan, Nancy Rothbard and Steffanie Wilk
Across multiple studies, we examine how identity conflict and enhancement within people affect performance in tasks that involve interactions between people through two mechanisms: role-immersion, operationalized as intrinsic motivation, and role-taking,... View Details
Keywords: Identity; Interpersonal Communication; Sales; Performance
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Ramarajan, Lakshmi, Nancy Rothbard, and Steffanie Wilk. "Discordant vs. Harmonious Selves: The Effects of Identity Conflict and Enhancement on Sales Performance in Employee-Customer Interactions." Academy of Management Journal 60, no. 6 (December 2017): 2208–2238.
  • 16 Jul 2012
  • Working Paper Summaries

Selection, Reallocation, and Spillover: Identifying the Sources of Gains from Multinational Production

Keywords: by Laura Alfaro & Maggie X. Chen
  • 09 Jul 2010
  • Working Paper Summaries

The Limits of Nonprofit Impact: A Contingency Framework for Measuring Social Performance

Keywords: by Alnoor Ebrahim & V. Kasturi Rangan
  • 2024
  • Working Paper

The Wade Test: Generative AI and CEO Communication

By: Prithwiraj Choudhury, Bart S. Vanneste and Amirhossein Zohrehvand
Can generative artificial intelligence (AI) transform the role of the CEO by effectively automating CEO communication? This study investigates whether AI can mimic a human CEO and whether employees’ perception of the communication’s source matter. In a field... View Details
Keywords: Business or Company Management; AI and Machine Learning; Perception; Communication
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Choudhury, Prithwiraj, Bart S. Vanneste, and Amirhossein Zohrehvand. "The Wade Test: Generative AI and CEO Communication." Harvard Business School Working Paper, No. 25-008, August 2024.
  • 14 Feb 2011
  • Research & Ideas

Clay Christensen’s Milkshake Marketing

causes us to buy a product, not what's correlated with it. We realized that the causal mechanism behind a purchase is, 'Oh, I've got a job to be done.' And it turns out that it's really effective in allowing a company to build products... View Details
Keywords: by Carmen Nobel; Retail; Service; Consumer Products; Food & Beverage
  • 14 Dec 2021
  • Op-Ed

To Change Your Company's Culture, Don't Start by Trying to Change the Culture

different things. The causality doesn’t go the other way. So, in a company, you first need to change how the company is organized, managed, and led in light of its strategic goals. The goals themselves may need to change. A new culture... View Details
Keywords: by Michael Beer
  • 14 Jan 2009
  • Working Paper Summaries

Smart Money: The Effect of Education, Cognitive Ability, and Financial Literacy on Financial Market Participation

Keywords: by Shawn Cole & Gauri Kartini Shastry; Education; Financial Services
  • Research Summary

Overview

By: Iavor I. Bojinov
Over the last decade, technology companies like Amazon, Google, and Netflix have pioneered data-driven research and development processes centered on massive experimentation. However, as companies increase the breadth and scale of their experiments to millions of... View Details
  • June 2022
  • Article

Conservatism Gets Funded? A Field Experiment on the Role of Negative Information in Novel Project Evaluation

By: Jacqueline N. Lane, Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan and Karim R. Lakhani
The evaluation and selection of novel projects lies at the heart of scientific and technological innovation, and yet there are persistent concerns about bias, such as conservatism. This paper investigates the role that the format of evaluation, specifically information... View Details
Keywords: Project Evaluation; Innovation; Knowledge Frontier; Information Sharing; Negativity Bias; Projects; Innovation and Invention; Information; Knowledge Sharing
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Lane, Jacqueline N., Misha Teplitskiy, Gary Gray, Hardeep Ranu, Michael Menietti, Eva C. Guinan, and Karim R. Lakhani. "Conservatism Gets Funded? A Field Experiment on the Role of Negative Information in Novel Project Evaluation." Management Science 68, no. 6 (June 2022): 4478–4495.
  • 2021
  • Working Paper

The Effects of Temporal Distance on Intra-Firm Communication: Evidence from Daylight Savings Time

By: Jasmina Chauvin, Prithwiraj Choudhury and Tommy Pan Fang
Cross-border communication costs have plummeted and enabled the global distribution of work, but frictions attributable to distance persist. We estimate the causal effects of temporal distance, i.e., time zone separation between employees, on intra-firm communication,... View Details
Keywords: Communication Patterns; Time Zones; Geographic Frictions; Knowledge Workers; Multinational Companies; Communication; Multinational Firms and Management; Geographic Location
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Chauvin, Jasmina, Prithwiraj Choudhury, and Tommy Pan Fang. "The Effects of Temporal Distance on Intra-Firm Communication: Evidence from Daylight Savings Time." Harvard Business School Working Paper, No. 21-052, September 2020. (Revised November 2021.)
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