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  • All HBS Web  (1,304)
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  • 2021
  • Chapter

Towards a Unified Framework for Fair and Stable Graph Representation Learning

By: Chirag Agarwal, Himabindu Lakkaraju and Marinka Zitnik
As the representations output by Graph Neural Networks (GNNs) are increasingly employed in real-world applications, it becomes important to ensure that these representations are fair and stable. In this work, we establish a key connection between counterfactual... View Details
Keywords: Graph Neural Networks; AI and Machine Learning; Prejudice and Bias
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Agarwal, Chirag, Himabindu Lakkaraju, and Marinka Zitnik. "Towards a Unified Framework for Fair and Stable Graph Representation Learning." In Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence, edited by Cassio de Campos and Marloes H. Maathuis, 2114–2124. AUAI Press, 2021.
  • July 2020
  • Teaching Plan

Girls Who Code

By: Brian Trelstad and Amy Klopfenstein
This teaching plan serves as a supplement to HBS Case No. 320-055, “Girls Who Code.” Founded 2012 by former lawyer Reshma Saujani, Girls Who Code (GWC) offered coding education programs to middle- and high school-aged girls. The organization also sought to alter... View Details
Keywords: Communication; Communication Strategy; Spoken Communication; Interpersonal Communication; Demographics; Age; Gender; Education; Curriculum and Courses; Learning; Middle School Education; Secondary Education; Leadership Style; Leadership; Social Enterprise; Nonprofit Organizations; Social Psychology; Attitudes; Behavior; Cognition and Thinking; Prejudice and Bias; Power and Influence; Identity; Social and Collaborative Networks; Motivation and Incentives; Society; Civil Society or Community; Culture; Public Opinion; Social Issues; Information Technology; Applications and Software; Education Industry; Technology Industry; North and Central America; United States
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Trelstad, Brian, and Amy Klopfenstein. "Girls Who Code." Harvard Business School Teaching Plan 321-010, July 2020.
  • 31 Jul 2008
  • Working Paper Summaries

Communication (and Coordination?) in a Modern, Complex Organization

Keywords: by Adam M. Kleinbaum, Toby E. Stuart & Michael L. Tushman
  • January 2002 (Revised April 2002)
  • Case

Space Data Corporation

By: Alan D. MacCormack and Jay Wynn
Space Data Corp. plans to partner with the U.S. National Weather Service to place transceivers on weather balloons and thereby create a national mobile communications network. The company is in the late development stages and is planning to launch a regional test that... View Details
Keywords: Wireless Technology; Business Startups; Business Processes; Adaptation; Partners and Partnerships; Opportunities; Telecommunications Industry; Public Administration Industry; United States
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MacCormack, Alan D., and Jay Wynn. "Space Data Corporation." Harvard Business School Case 602-121, January 2002. (Revised April 2002.)
  • 17 May 2017
  • Research & Ideas

Minorities Who 'Whiten' Job Resumes Get More Interviews

obvious disconnect between the companies’ pro-diversity messages and the actual acceptance of diverse applicants, yet she doesn’t believe employers are using these messages as a way to trap and weed out... View Details
Keywords: by Dina Gerdeman
  • 2023
  • Working Paper

Culture as a Signal: Evidence from a Natural Field Experiment

By: Wei Cai, Dennis Campbell and Jiehang Yu
The importance of culture as an informal management control system is increasingly acknowledged in academia. While prior research mainly focuses on the value of culture on internal stakeholders (e.g., employees), we examine whether culture serves as a credible signal... View Details
Keywords: Organizational Culture; Groups and Teams; Customer Focus and Relationships
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Cai, Wei, Dennis Campbell, and Jiehang Yu. "Culture as a Signal: Evidence from a Natural Field Experiment." SSRN Working Paper Series, No. 4447603, May 2023.
  • October 2015
  • Article

Global Teams That Work

By: Tsedal Neeley
Many companies today rely on employees around the world, leveraging their diversity and local expertise to gain a competitive edge. However, geographically dispersed teams face a big challenge: physical separation and cultural differences can create social distance, or... View Details
Keywords: Globalized Firms and Management; Groups and Teams; Performance; Cross-Cultural and Cross-Border Issues
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Neeley, Tsedal. "Global Teams That Work." Harvard Business Review 93, no. 10 (October 2015): 74–81.
  • November 2011
  • Article

Social Strategies That Work

By: Mikolaj Jan Piskorski
Although most companies have collected lots of friends and followers on social platforms such as Facebook, few have succeeded in generating profits there. That's because they merely port their digital strategies into social environments by broadcasting their commercial... View Details
Keywords: Social Platforms; Social Strategies; Social and Collaborative Networks; Customers; Relationships; Business Strategy; Profit
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Piskorski, Mikolaj Jan. "Social Strategies That Work." Harvard Business Review 89, no. 11 (November 2011): 116–122.
  • January 2018 (Revised March 2020)
  • Case

SAP: Branding in the Digital Age

By: Das Narayandas and Amram Migdal
By 2017, digital, social, and mobile technologies were rapidly changing the way many of SAP’s traditional customers did business over the last decade. In response to this trend, SAP had acquired companies with capabilities in e-commerce, human capital, workforce... View Details
Keywords: Brand Positioning; Marketing; Sales; Brands and Branding; Strategy; Technology Industry
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Narayandas, Das, and Amram Migdal. "SAP: Branding in the Digital Age." Harvard Business School Case 518-058, January 2018. (Revised March 2020.)
  • 21 Dec 2010
  • First Look

First Look: December 21

found that managers engage in redundant communication; that is, they send the same message to the same recipient through two or more unique media sequentially. Given how busy most managers are, and how much information their subordinates... View Details
  • Research Summary

Asset Specificity and Vertical Integration: Williamson's Hypothesis Reconsidered

A point repeatedly stressed by transaction cost economics is that the more specific the asset, the more likely is vertical integration to be optimal. In spite of the profusion of empirical papers supporting this prediction, recent surveys and casual observation... View Details

  • 02 Jan 2024
  • Research & Ideas

10 Trends to Watch in 2024

The lightning-fast ascent of generative AI isn’t the only sea change on the horizon for businesses in the new year. The global economy is in flux as war, climate change, trade issues, and infrastructure problems demand attention. Many companies continue to struggle to... View Details
Keywords: by Rachel Layne
  • 28 Jun 2011
  • First Look

First Look: June 28

  PublicationsManager-Specific Effects on Earnings Guidance: An Analysis of Top Executive Turnovers Authors:Francois Brochet, Lucile Faurel, and Sarah McVay Publication:Journal of Accounting Research (forthcoming) Abstract We investigate how managers contribute to the... View Details
Keywords: Sean Silverthorne
  • 15 Sep 2015
  • First Look

September 15, 2015

request, a message that informs infringers of the price reduction and acknowledges the possibility of unintentionality generates a large increase in settlement. Including a deadline further increases the response. The higher settlement... View Details
Keywords: Sean Silverthorne
  • 1 Jul 2013
  • Panel Discussion

Master Class Session on Business and Investing in Africa

By: Euvin Naidoo, Pravin Gordhan, Nkosana Moyo, Moe Shaik, Polo Radebe and Cassim Coovadia
Annual Master Class Evening Session on: 'Business and Investment in Africa' - from Strategy to Execution Keynote address by Minister of Finance Pravin Gordhan Led by South African Euvin Naidoo, who serves in his personal capacity as visiting faculty member at Wits... View Details
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Naidoo, Euvin, Pravin Gordhan, Nkosana Moyo, Moe Shaik, Polo Radebe, and Cassim Coovadia. "Master Class Session on Business and Investing in Africa." Wits Business School, July 1, 2013.
  • October 14, 2019
  • Article

The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions

By: Ethan Bernstein and Ben Waber
It’s never been easier for workers to collaborate—or so it seems. Open, flexible, activity-based spaces are displacing cubicles, making people more visible. Messaging is displacing phone calls, making people more accessible. Enterprise social media such as Slack and... View Details
Keywords: Buildings and Facilities; Interpersonal Communication; Communication Technology; Design; Human Resources; Performance Productivity; Organizational Design
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Bernstein, Ethan, and Ben Waber. "The Truth About Open Offices: There Are Reasons Why They Don't Produce the Desired Interactions." Harvard Business Review 97, no. 6 (November–December 2019): 82–91.
  • 2007
  • Working Paper

Digital Interactivity: Unanticipated Consequences for Markets, Marketing, and Consumers

By: John A. Deighton and Leora Kornfeld
The digital interactive transformation in marketing is not unfolding, as many thought it would, on the model of direct marketing. That model anticipated that digital media using rich profiling data would intrude marketing messaging more deeply and more precisely into... View Details
Keywords: Communication Intention and Meaning; Interactive Communication; Marketing Communications; Consumer Behavior; Social and Collaborative Networks; Internet and the Web
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Deighton, John A., and Leora Kornfeld. "Digital Interactivity: Unanticipated Consequences for Markets, Marketing, and Consumers." Harvard Business School Working Paper, No. 08-017, September 2007.
  • 05 Feb 2024
  • What Do You Think?

How Do You Hire for Attitude?

Business School when I was the faculty chair of the MBA program some years ago: We All Learn—We All Teach—For Life. That message was intended for both students and faculty. To the list of other questions we might employ in determining a... View Details
Keywords: by James Heskett
  • April 2004 (Revised August 2004)
  • Teaching Note

BuildingBlocks International

BuildingBlocks International (BBI) plans to accomplish its mission to help children in developing countries succeed in school by bringing management expertise to local organizations. Two years after founding BBI, however, the team hasn't figured out exactly how to make... View Details
Keywords: Marketing Strategy; Social Marketing; Developing Countries and Economies; Sales
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Godes, David B. "BuildingBlocks International." Harvard Business School Teaching Note 504-085, April 2004. (Revised August 2004.)
  • April 2025
  • Case

Joe Mazzulla and the Boston Celtics (A)

By: Linda A. Hill, James I. Cash and Lydia Begag
Joe Mazzulla's leadership journey with the Boston Celtics began in 2016 when he served as an assistant coach for their NBA G-League affiliate. In 2019, he was promoted to a "behind-the-bench" assistant coaching role with the Celtics, before being asked to become the... View Details
Keywords: Personal Development and Career; Change Management; Communication; Values and Beliefs; Innovation and Invention; Decision Making; Innovation Leadership; Collaborative Innovation and Invention; Leadership; Leading Change; Leadership Development; Leadership Style; Crisis Management; Management Skills; Business Processes; Organizational Culture; Organizational Structure; Performance Efficiency; Sports Industry; Entertainment and Recreation Industry; United States
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Hill, Linda A., James I. Cash, and Lydia Begag. "Joe Mazzulla and the Boston Celtics (A)." Harvard Business School Case 425-059, April 2025.
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