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Publications

Publications

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    • All HBS Web  (2,975)
      • Faculty Publications  (943)

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      • Research Summary

      International Financial Integration and Entrepreneurship (joint with Andrew Charlton)

      By: Laura Alfaro
      We explore the relation between international financial integration and the level of entrepreneurial activity in a country. Researchers have stressed the role of new firm activity and economic dynamism on growth. Yet, the empirical effects of international capital... View Details
      • Research Summary

      Making Machine Learning Models Interpretable

      By: Himabindu Lakkaraju
      I work on developing various tools and methodologies which can help decision makers (e.g., doctors, managers) to better understand the predictions of machine learning models. View Details
      • Teaching Interest

      MBA Required Curriculum - Strategy

      By: Quan Le

      Strategy


      The objective of this course is to help students develop the skills for formulating strategy. It provides an understanding of:

      • A firm's operative environment and how to sustain competitive... View Details
      • Teaching Interest

      MBA Required Curriculum—Strategy

      By: Benjamin C. Esty

      The objective of this course is to help students develop the skills for formulating strategy. It provides an understanding of:

      • A firm's operative environment and how to sustain competitive advantage.
      • How to generate superior... View Details
      • Teaching Interest

      MBA Required Curriculum-- Strategy Course

      By: Ramon Casadesus-Masanell

      The objective of this course is to help students develop the skills for formulating strategy. It provides an understanding of:

      • A firm's operative environment and how to sustain competitive advantage.
      • How to generate superior value for customers... View Details
      Keywords: Strategy; Competitive Strategy; Competitive Advantage
      • Forthcoming
      • Article

      Overestimation in the Aggregation of Emotional Intensity of Social Media Content

      By: Jonas Paul Schöne, Matthew D. Rocklage, Brian Parkinson and Amit Goldenberg
      Users on social media are regularly presented with sequences of emotional content in their newsfeeds, which affects their viewpoints and emotions. Could the way users aggregate and remember emotional content from their feeds contribute to the fact emotions are... View Details
      Keywords: Social Media; Emotions; Perception
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      Schöne, Jonas Paul, Matthew D. Rocklage, Brian Parkinson, and Amit Goldenberg. "Overestimation in the Aggregation of Emotional Intensity of Social Media Content." Journal of Personality and Social Psychology (forthcoming). (Pre-published online August 4, 2025.)
      • 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
      • Research Summary

      Overview

      By: Ashley V. Whillans
      Engaged with field work in East Africa, South Asia, and in several large hybrid organizations in the United States, Professor Whillans places a focus on exploring questions with strong theoretical motivation in the social psychological literature and relevant... View Details
      • Research Summary

      Overview

      By: Ethan C. Rouen
      Relying on empirical archival methodologies—as well as techniques in data science—to develop and structure new sources of data by which to approach questions of looming disclosure changes, Professor Rouen has focused on one of the Securities and Exchange Commission’s... View Details
      • Research Summary

      Overview

      By: Kris Johnson Ferreira
      Professor Ferreira's research primarily focuses on how retailers can use algorithms to make better revenue management decisions, including pricing, product display, and assortment planning. In the retail industry, anticipating consumer demand is arguably one of the... View Details
      Keywords: E-commerce; Analytics; Revenue Management; Pricing; Assortment Planning; Field Experiments; Operations; Supply Chain; Supply Chain Management; Retail Industry
      • Forthcoming
      • Article

      People Overestimate How Harshly They Are Evaluated for Disengaging from Passion Pursuit

      By: Zachariah Berry, Brian J. Lucas and Jon M. Jachimowicz
      The call to pursue one’s passion is ubiquitous advice, and prior research highlights the many upsides to doing so. To pursue one’s passion sustainably, people need to try different pursuits— and critically, drop those that are not tenable for them. However,... View Details
      Keywords: Moral Sensibility; Attitudes; Perception; Judgments; Behavior; Goals and Objectives
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      Berry, Zachariah, Brian J. Lucas, and Jon M. Jachimowicz. "People Overestimate How Harshly They Are Evaluated for Disengaging from Passion Pursuit." Journal of Personality and Social Psychology (forthcoming). (Pre-published online.)
      • Forthcoming
      • Article

      Reflexivity in Credit Markets

      By: Robin Greenwood, Samuel G. Hanson and Lawrence J. Jin
      Reflexivity is the idea that investors' biased beliefs affect market outcomes and that market outcomes in turn affect investors’ future biases. We develop a dynamic behavioral model of the credit cycle featuring this two-way feedback loop. Investors form beliefs about... View Details
      Keywords: Reflexivity; Attitudes; Financial Markets; Forecasting and Prediction; Investment; Credit
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      Greenwood, Robin, Samuel G. Hanson, and Lawrence J. Jin. "Reflexivity in Credit Markets." Journal of Finance (forthcoming).
      • Research Summary

      Selection and Market Reallocation: Productivity Gains from Multinational Production

      By: Laura Alfaro
      Assessing the productivity gains from multinational production has been a vital topic of economic research and policy debate. Positive aggregate productivity gains are often attributed to within-firm productivity improvement; however, an alternative, less emphasized... View Details
      • Research Summary

      Selection, Reallocation, and Spillover: Identifying the Sources of Gains from Multinational Production (with Maggie Chen)

      By: Laura Alfaro

      Quantifying the gains from multinational production has been a vital topic of economic research. Positive productivity gains are often attributed to knowledge spillover from multinational to domestic firms. An alternative, less stressed explanation is firm selection... View Details

      Keywords: Gains From Multinational Production; Firm Selection; Knowledge Spillover
      • Research Summary

      Selective Attention and Learning

      By: Joshua R. Schwartzstein

      What do we notice, and how does this affect what we learn? Standard economic models of learning ignore memory by assuming that we remember everything. But there is growing recognition that memory is imperfect. Further, memory imperfections do not stem from limited... View Details

      • Teaching Interest

      Strategy

      By: Jan W. Rivkin

      The objective of this course is to help students develop the skills for formulating strategy, and provides an understanding of:

      • A firm's operative environment and how to sustain competitive advantage.
      • How to generate superior value for... View Details
      • Research Summary

      Talent and Ownership on Corporate Boards

      By: Cynthia A. Montgomery

      This research, with co-author Emilie Feldman,  examines the performance of firms whose boards include directors with sizeable ownership stakes and relatively low levels of business experience. In contrast to theories that predict a strong... View Details

      • Forthcoming
      • Article

      The Customer Journey as a Source of Information

      By: Nicolas Padilla, Eva Ascarza and Oded Netzer
      We introduce a probabilistic machine learning model that fuses customer click-stream data and purchase data within and across journeys. This approach addresses the critical business need for leveraging first-party data (1PD), particularly in environments with... View Details
      Keywords: Consumer Behavior; AI and Machine Learning; Customer Focus and Relationships; Mathematical Methods
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      Padilla, Nicolas, Eva Ascarza, and Oded Netzer. "The Customer Journey as a Source of Information." Quantitative Marketing and Economics (forthcoming). (Pre-published online November 5, 2024.)
      • Forthcoming
      • Article

      Variable Leases Under ASC 842: Evidence on Properties and Consequences

      By: Jonas Heese, Albert Shin and Charles C.Y. Wang
      The new lease standard (ASC 842) allows firms to keep variable leases off-balance-sheet, in part based on the assumption that future expenses are difficult to estimate reliably. We show that variable-lease expenses are both prevalent and substantial, exhibiting... View Details
      Keywords: Financial Accounting; Financial Analysis; Accounting; Leasing; Financial Strategy
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      Heese, Jonas, Albert Shin, and Charles C.Y. Wang. "Variable Leases Under ASC 842: Evidence on Properties and Consequences." Review of Accounting Studies (forthcoming). (Pre-published online June 26, 2025.)
      • Forthcoming
      • Article

      Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application

      By: Flora Feng, Charis Li and Shunyuan Zhang
      Peer-to-peer (P2P) marketplaces have seen exponential growth in recent years, featuring unique offerings from individual providers. However, scalable quantification of visual uniqueness and their impacts on platforms like Airbnb remain largely unexplored. We address... View Details
      Keywords: Peer-to-peer Markets; Markets; Digital Platforms; AI and Machine Learning; Performance Effectiveness
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      Feng, Flora, Charis Li, and Shunyuan Zhang. "Visual Uniqueness in Peer-to-Peer Marketplaces: Machine Learning Model Development, Validation, and Application." Journal of Consumer Research (forthcoming). (Pre-published online April 8, 2025.)
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