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  • All HBS Web  (3,261)
    • People  (19)
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  • 2022
  • Working Paper

Rethinking Explainability as a Dialogue: A Practitioner's Perspective

By: Himabindu Lakkaraju, Dylan Slack, Yuxin Chen, Chenhao Tan and Sameer Singh
As practitioners increasingly deploy machine learning models in critical domains such as healthcare, finance, and policy, it becomes vital to ensure that domain experts function effectively alongside these models. Explainability is one way to bridge the gap between... View Details
Keywords: Natural Language Conversations; AI and Machine Learning; Experience and Expertise; Interactive Communication; Business and Stakeholder Relations
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Lakkaraju, Himabindu, Dylan Slack, Yuxin Chen, Chenhao Tan, and Sameer Singh. "Rethinking Explainability as a Dialogue: A Practitioner's Perspective." Working Paper, 2022.
  • Research Summary

Physician vs. Patient Incentives in Prescription Drug Choice

The market for medical care involves interactions among patients, providers, and the insurers who pay for the care of their enrollees.  The division of responsibilities creates scope for agency costs and moral hazard in the physician's treatment choice.... View Details
  • Research Summary

Overview

My research broadly examines design choices of management control systems, with a special focus on organizational culture as an informal control mechanism and how it interacts with other formal control system View Details
Keywords: Management Control Systems; Organizational Culture; Performance Evaluation
  • May 2011 (Revised March 2013)
  • Case

Marshall & Gordon: Designing an Effective Compensation System (A)

By: Heidi K. Gardner and Kerry Herman
CEO Kelly Browne wrestles with the design of a new compensation system to promote the collaboration and cross-selling necessary for supporting her firm's new strategy. Marshall Gordon International, a global public relations (PR) firm, has recently expanded its service... View Details
Keywords: Change Management; Customer Relationship Management; Compensation and Benefits; Retention; Growth and Development Strategy; Growth Management; Organizational Culture; Partners and Partnerships; Motivation and Incentives; Alignment; Public Relations Industry
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Gardner, Heidi K., and Kerry Herman. "Marshall & Gordon: Designing an Effective Compensation System (A)." Harvard Business School Case 411-038, May 2011. (Revised March 2013.)
  • Research Summary

Ray's current research is on technology platforms - how technology companies can platformize their technology offerings, how platforms impact competitive strategy and create pricing power, and how technology consumers interact with technologies that are platforms. View Details
  • Research Summary

Overview

Jenny is broadly interested in interpretable machine learning (ML), identity and inequality, and improving existing methods used to answer social and policy-relevant questions. Her recent projects have focused on developing tools that explore how LLMs are reshaping... View Details
Keywords: Machine Learning; Fairness; Information Technology; Decision Making; AI and Machine Learning
  • April 1983
  • Supplement

Dansk Designs Ltd.: The Administration of Creativity, Video I

By: Hugo Uyterhoeven
Presents various members of the Dansk organization during conversations and meetings concerning issues arising in the design, production, and marketing of Dansk's product line. Focuses on the individual's role in the company, and on the interaction between marketing... View Details
Keywords: Independent Innovation and Invention; Leadership Development; Marketing; Production; Organizational Design; Creativity
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Uyterhoeven, Hugo. "Dansk Designs Ltd.: The Administration of Creativity, Video I." Harvard Business School Video Supplement 883-515, April 1983.
  • Research Summary

Board Governance

By: Paul M. Healy
I examine how the internal operations of boards, including how they select new directors, how they interact with each other and the CEO, and how they review their performance, affect their governance effectiveness View Details
Keywords: Board Of Directors
  • October 2015
  • Article

Agglomerative Forces and Cluster Shapes

By: William R. Kerr and Scott Duke Kominers
We model spatial clusters of similar firms. Our model highlights how agglomerative forces lead to localized, individual connections among firms, while interaction costs generate a defined distance over which attraction forces operate. Overlapping firm interactions... View Details
Keywords: Agglomeration; Clusters; Industrial Organization; Silicon Valley; Technology Flows; Patents; Networks; Information Technology; Industry Clusters; Entrepreneurship; California
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Kerr, William R., and Scott Duke Kominers. "Agglomerative Forces and Cluster Shapes." Review of Economics and Statistics 97, no. 4 (October 2015): 877–899.
  • Research Summary

A historical study of the international NGO industry in the US

This project, joint with Eric Werker, aims to build a new dataset on government-funded NGOs with overseas programs to understand the development, funding, and goals of these organizations as well as their interactions with the private sector. View Details
  • Article

Statistical Physics of Human Cooperation

By: Matjaž Perc, Jillian J. Jordan, David G. Rand, Zhen Wang, Stefano Boccaletti and Attila Szolnoki
Extensive cooperation among unrelated individuals is unique to humans, who often sacrifice personal benefits for the common good and work together to achieve what they are unable to execute alone. The evolutionary success of our species is indeed due, to a large... View Details
Keywords: Human Cooperation; Evolutionary Game Theory; Public Goods; Reward; Punishment; Tolerance; Self-organization; Pattern Formation; Cooperation; Behavior; Game Theory
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Perc, Matjaž, Jillian J. Jordan, David G. Rand, Zhen Wang, Stefano Boccaletti, and Attila Szolnoki. "Statistical Physics of Human Cooperation." Physics Reports 687 (May 8, 2017): 1–51.
  • November 1999 (Revised June 2000)
  • Case

AGENCY.COM (B): Managing Rapid Growth

By: Thomas J. DeLong, Ashish Nanda and Scot H. Landry
AGENCY.COM continues on its path of rapid growth, emerging as a leading interactive consulting firm. Its growth leads to new challenges related to the integration of diverse operations and the financing of future growth. View Details
Keywords: Growth Management; Problems and Challenges; Entrepreneurship; Internet; Consulting Industry
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DeLong, Thomas J., Ashish Nanda, and Scot H. Landry. "AGENCY.COM (B): Managing Rapid Growth." Harvard Business School Case 800-062, November 1999. (Revised June 2000.)
  • 01 Feb 2021
  • Working Paper Summaries

Learning with People Like Me: The Role of Age-Similar Peers on Online Business Course Engagement

Keywords: by Laura R. Huber, Jacqueline N. Lane, and Karim R. Lakhani; Education
  • April 2011 (Revised July 2014)
  • Case

Hindustan Petroleum Corporation Ltd.: Driving Change Through Internal Communication

By: Boris Groysberg and Michael Slind
Hindustan Petroleum (HPCL), confronted in 2003 with an urgent need to change how it operated externally, adopted a highly innovative approach to communicating internally. This case, set in 2010, presents an overview of the new, more interactive model of employee... View Details
Keywords: Communication Strategy; Interpersonal Communication; Employee Relationship Management; Innovation and Management; Leading Change; Management Practices and Processes; Organizational Change and Adaptation; Organizational Culture; Corporate Strategy; India
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Groysberg, Boris, and Michael Slind. "Hindustan Petroleum Corporation Ltd.: Driving Change Through Internal Communication." Harvard Business School Case 411-077, April 2011. (Revised July 2014.)
  • 2023
  • Working Paper

Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality

By: Fabrizio Dell'Acqua, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran, Lisa Krayer, François Candelon and Karim R. Lakhani
The public release of Large Language Models (LLMs) has sparked tremendous interest in how humans will use Artificial Intelligence (AI) to accomplish a variety of tasks. In our study conducted with Boston Consulting Group, a global management consulting firm, we examine... View Details
Keywords: Large Language Model; AI and Machine Learning; Performance Efficiency; Performance Improvement
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Dell'Acqua, Fabrizio, Edward McFowland III, Ethan Mollick, Hila Lifshitz-Assaf, Katherine C. Kellogg, Saran Rajendran, Lisa Krayer, François Candelon, and Karim R. Lakhani. "Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality." Harvard Business School Working Paper, No. 24-013, September 2023.
  • Research Summary

Personal Selling and Sales Management

By: Das Narayandas
Das is currently investigating benchmark practices in personal selling and sales management across a variety of industries.  He is also conducting field studies to understand how firms are leveraging interactive technologies to support their field sales efforts. View Details
  • 2007
  • Chapter

Disrupting Gender, Revising Leadership

By: D. E. Meyerson, R. Ely and Laura Wernick
In this chapter, we present a case study of men on two off-shore oil platforms—a workplace that has traditionally rewarded men for their masculine displays of bravado and their interactions centered on proving masculinity—in which such displays and interactions were... View Details
Keywords: Organizational Change and Adaptation; Safety; Leadership; Interpersonal Communication; Practice; Gender; Business Processes; Energy Industry
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Meyerson, D. E., R. Ely, and Laura Wernick. "Disrupting Gender, Revising Leadership." In Women and Leadership: The State of Play and Strategies for Change, edited by D. Rhode and B. Kellerman. Warren Bennis book. Jossey-Bass, 2007.
  • July 2002
  • Supplement

Discount & Hawkins Openings: Video Highlights

By: Michael A. Wheeler
This case shows the interactions between two quite different pairs of negotiators, both engaged in working through the final leasing clause between a mall developer and its anchor tenant. It highlights the importance of openings to frame and shape the entire course of... View Details
Keywords: Interpersonal Communication; Negotiation; Leasing; Renting or Rental; Competition
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Wheeler, Michael A. "Discount & Hawkins Openings: Video Highlights." Harvard Business School Video Supplement 903-801, July 2002.
  • 2014
  • Other Teaching and Training Material

Marketing Reading: Sales Force Design and Management

By: Doug J. Chung and Das Narayandas
This Core Curriculum Reading introduces students to (1) the importance of sales force design in implementing organizational strategy, and (2) the role of sales force management in linking structures and processes to behaviors. The material combines theoretical... View Details
Keywords: Sales Budget; Sales Compensation; Sales Cycle; Sales Force Management; Sales Forces; Sales Management; Sales Operations; Sales Organization; Sales Planning; Sales Strategy
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Chung, Doug J., and Das Narayandas. "Marketing Reading: Sales Force Design and Management." Core Curriculum Readings Series. Boston: Harvard Business Publishing 8213, 2014.
  • Research Summary

Overview

My research examines the processes, mechanisms and institutions that influence the effectiveness of organizational interactions between societal sectors (business, government and civil society).  My work is motivated by the belief that more study of what makes... View Details

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