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  • March 2015
  • Case

Clifford Chance: Women at Work

By: Boris Groysberg, Katherine Connolly and Stephanie Marton
It was October 2013, and global law firm Clifford Chance was coming under fire for the second time in less than a year for reputedly failing to provide a supportive work environment for its female associates. A memo entitled "Speaking Effectively" was just issued to... View Details
Keywords: Women; Law; Fairness; Employee Relationship Management; Retention; Human Capital; Organizational Culture; Performance Expectations; Work-Life Balance; Public Opinion; Problems and Challenges; Legal Services Industry; United States
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  • 31 Jan 2022
  • Research & Ideas

Where Can Digital Transformation Take You? Insights from 1,700 Leaders

reason, diversity, equity, and inclusion efforts that bring more perspectives and experiences inside companies have become critical to stimulating new thinking, some participants said. "The COVID-19 pandemic has forced leaders and... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • October 2023
  • Teaching Note

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models

By: Tsedal Neeley and Tim Englehart
Teaching Note for HBS Case No. 422-085. Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that... View Details
Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation; AI and Machine Learning; Diversity; Prejudice and Bias; Technology Industry
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  • October 2013 (Revised January 2016)
  • Case

J.C. Penney's 'Fair and Square' Strategy (Abridged)

By: Elie Ofek and Jill Avery
As he gets ready to release 2nd quarter 2012 results, Ron Johnson, the new CEO of department store J.C. Penney, is reconsidering the dramatic changes he initiated for the business model and brand image of his company. A new pricing scheme he put in place in February,... View Details
Keywords: Business Model; Change Management; Marketing Strategy; Price; Consumer Behavior; Decision Making; Management Teams; Brands and Branding; Retail Industry; United States
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  • Web

Latin America - Global

impact investing. It also identifies representative enterprises, ecosystem leaders, and local investors, offering a comprehensive view of the region’s efforts to build inclusive and sustainable development through social entrepreneurship.... View Details
  • 27 Feb 2024
  • Research & Ideas

Why Companies Should Share Their DEI Data (Even When It’s Unflattering)

Companies struggling with diversity, equity, and inclusion might be tempted to hide their workforce data. Why shine a light on a company’s limited progress—or worse, risk a public-relations headache? It turns out, all news is good news... View Details
Keywords: by Shalene Gupta
  • 12 Sep 2023
  • What Do You Think?

Who Gets the Loudest Voice in DEI Decisions?

give greater emphasis to values in the company’s credo supporting diversity, equity, and inclusion (DEI). Evidence cited in support of the changes included: Eighty-one percent of employees would consider leaving their current organization... View Details
Keywords: by James Heskett
  • May 2024
  • Article

Tepid Uptake of Digital Health Technologies in Clinical Trials by Pharmaceutical and Medical Device Firms

By: Caroline Marra and Ariel D. Stern
Digital health technologies (DHTs) can enable more patient-centric therapeutic development by generating evidence that captures how patients feel and function, enabling decentralized trial designs that increase participant inclusivity and convenience, and collecting... View Details
Keywords: Health Care and Treatment; Technological Innovation; Product Development; Health Testing and Trials; Governing Rules, Regulations, and Reforms
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  • October–December 2022
  • Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius
Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details
Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction
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  • Article

Cybersecurity Features of Digital Medical Devices: An Analysis of FDA Product Summaries

By: Ariel Dora Stern, William J. Gordon, Adam B. Landman and Daniel B. Kramer
Objectives:
To more clearly define the landscape of digital medical devices subject to U.S. Food and Drug Administration (FDA) oversight, this analysis leverages publicly available regulatory documents to characterise the prevalence and trends of software and... View Details
Keywords: Digital; Medicine; FDA; Health Care and Treatment; Applications and Software; Safety; Cybersecurity; Medical Devices and Supplies Industry
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  • March 2016
  • Article

Using Quality Improvement Methods and Time-Driven Activity-Based Costing to Improve Value-Based Cancer Care Delivery at a Cancer Genetics Clinic

By: R.Y. Tan, M. Met-Domestici, K. Zhou, A.B. Guzman, S.T. Lim, K.C. Soo, T.W. Feeley and J. Ngeow
Purpose:
To meet increasing demand for cancer genetic testing and improve value-based cancer care delivery, National Cancer Centre Singapore restructured the Cancer Genetics Service in 2014. Care delivery processes were redesigned. We sought to improve access by... View Details
Keywords: Cancer Treatment; Value Based Health Care; Time-Driven Activity-Based Costing; Health Care and Treatment; Quality; Performance Improvement; Activity Based Costing and Management
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  • 01 May 2013
  • What Do You Think?

Why Isn’t ‘Servant Leadership’ More Prevalent?

emphasizes the importance of love, elegance, caring, and inclusivity as central elements of management). In that regard, it is also akin to the pope's annual washing and kissing of the feet as part of the Holy Thursday rite. The modern... View Details
Keywords: by Jim Heskett
  • 07 Feb 2022
  • Research & Ideas

Digital Transformation: A New Roadmap for Success

algorithms can lead to unintended bias that harms certain employees and customers, and the company’s reputation (a bias story can go viral on social media within minutes). 5. Design for inclusive and agile problem-solving As they become... View Details
Keywords: by Linda A. Hill, Ann Le Cam, Sunand Menon, and Emily Tedards
  • 26 Sep 2023
  • Research & Ideas

Unpacking That Icky Feeling of 'Shopping' for Diverse Job Candidates

When companies try to hire employees from specific ethnic or racial backgrounds to meet their diversity, equity, and inclusion goals, an uncomfortable feeling often creeps into the process. Particularly among well-intentioned white... View Details
Keywords: by Kristen Senz
  • 2023
  • Other Article

The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications

By: Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers and Stuart Shieber
Innovation is a major driver of economic and social development, and information about many kinds of innovation is embedded in semi-structured data from patents and patent applications. Though the impact and novelty of innovations expressed in patent data are difficult... View Details
Keywords: USPTO; Natural Language Processing; Classification; Summarization; Patent Novelty; Patent Trolls; Patent Enforceability; Patents; Innovation and Invention; Intellectual Property; AI and Machine Learning; Analytics and Data Science
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  • Web

Privacy Notice | About

updates, applications, chatbots, and certain databases. Alumni profile information submitted for inclusion in the HBS Alumni Directory or submitted via other University channels is available to HBS alumni, HBS alumni clubs and other HBS... View Details
  • Web

2023 Reunion Presentations - Alumni

learned how to support and leverage inclusive innovation in their philanthropic and business endeavors. Slides Competing in the Age of AI Professor Karim Lakhani + More Info – Less Info We have entered a new era in which artificial... View Details
  • 10 Jan 2018
  • Blog Post

8 Tips to Help You Prepare for the Case Method

consulting. Through my job, I was able to travel, live, and work in emerging markets in South Asia and sub-Saharan Africa. I developed a passion for digital inclusion and expanding access to renewable energy which ended up being the focus... View Details
  • 14 Feb 2023
  • HBS Case

Is Sweden Still 'Sweden'? A Liberal Utopia Grapples with an Identity Crisis

the longer-term implications of a particularly inclusive immigration policy. “Sweden is an indicator of the need to wrestle with the immigration issue, and a sign of how difficult it’s going to be.” With a population of only 10.6 million,... View Details
Keywords: by Lane Lambert
  • 04 Sep 2001
  • Research & Ideas

Governing the Family-Run Business

responsibilities for all members of the three circles; Encouraging family members, business employees, and owners to act responsibly; Regulating appropriate family and owner inclusion in business discussions. Governance System Structures... View Details