algorithms - Publications - Faculty & Research

09 Dec 2019
Research & Ideas

Identify Great Customers from Their First Purchase

School. By incorporating data most companies discard, Ascarza and her co-researcher devised an algorithm capable of quickly analyzing more than 40 variables to create a “first impression” of the customer after the initial transaction. The... View Details

Keywords: by Kristen Senz; Retail; Service

26 Oct 2021
Research & Ideas

What Companies Want Most in a CEO: A Good Listener

accounted for 29 percent. The researchers used machine learning algorithms to map the text of the job descriptions into six distinct clusters of skills: administrative, management of financial and material resources, management of human... View Details

Keywords: by Jay Fitzgerald

20 Nov 2019
Research & Ideas

It's No Joke: AI Beats Humans at Making You Laugh

each other for longer than five years. First, the participants rated jokes on a scale from “extremely funny” to “not funny at all.” Then, after seeing their partners’ ratings for four of the jokes, they predicted their partners’ ratings for eight more jokes. Meanwhile,... View Details

Keywords: by Dina Gerdeman

30 May 2024
Research & Ideas

Racial Bias Might Be Infecting Patient Portals. Can AI Help?

algorithms based on datasets such as those from the Boston Medical Center study raises the risk of entrenching inequities in the system, Stern says. “What if there were a way to develop a tool that would scan and repackage information to... View Details

Keywords: by Ben Rand; Health

November, 2016
Article

Fixing Discrimination in Online Marketplaces

By: Ray Fisman and Michael Luca

Online marketplaces such as eBay, Uber, and Airbnb have the potential to reduce racial, gender, and other forms of bias that affect the off-line world. And in the early days of Internet commerce, the relative anonymity of transactions did make it harder for... View Details

Keywords: Prejudice and Bias; Digital Platforms; Internet and the Web; Race; Gender

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Health Care - Faculty & Research

2025 | Case | Faculty Research Founded in 2017, Niramai developed Thermalytix, a breast cancer screening tool. Thermalytix used a high-resolution thermal sensing device and machine learning algorithms to analyze thermal images and detect... View Details

18 Jan 2022
Research & Ideas

How Eliminating Non-Competes Could Reshape Tech

Second, advanced software algorithms and data-based artificial intelligence algorithms account for increasing amounts of trade secrets in technology. These technologies rely on massive stores of distributed... View Details

Keywords: by Kristen Senz; Technology

08 May 2025
HBS Seminar

Ramesh Johari, Stanford

01 Mar 2024
News

Vital Signs

Image by Edmon De Haro Illustration by Edmon De Haro The signs of strain were there long before the pandemic: Health care workers had been managing under tremendous pressures while working long hours in understaffed hospitals. Then COVID unleashed an unprecedented... View Details

Keywords: Jen McFarland Flint; Hospitals; Health, Social Assistance

01 Jun 2024
News

Quantum Leap

“This is the first new kind of computer in 75 years,” says John Levy (MBA 1979), CEO of the quantum computing startup SEEQC. “And we’re building it on a chip!” Strolling through his company’s design and testing facility in Elmsford, New York, Levy looks less like a... View Details

Keywords: Alexander Gelfand; photographed by Chris Sorensen; quantum computing; innovation; leadership; Computer and Electronic Product Manufacturing; Manufacturing

28 Nov 2018
HBS Case

On Target: Rethinking the Retail Website

mistake of treating their online unit as a mere add-on to the store. Target, by contrast, spent much time focusing on how data could be used specifically to help build its web arm. And the retailer was careful to establish the value of data, analytics, and View Details

Keywords: by Dina Gerdeman; Retail

24 Apr 2019
Research & Ideas

The 'Amazon Effect' Is Changing Online Price Competition—and the Fed Needs to Pay Attention

Cavallo’s research didn’t extend to why prices are changing more frequently, but he has some theories. Technology like pricing algorithms has cut both the labor and decision cost of price changes. Those View Details

Keywords: by Roberta Holland; Retail

18 Jun 2024
Research & Ideas

Industrial Decarbonization: Confronting the Hard Challenges of Cement

Cities like Cairo; Chongqing, China; Delhi; and Kinshasa, Congo are experiencing population explosions accompanied by unprecedented demand for homes, offices, factories, and infrastructure. In the United States, the Biden Administration’s policy-driven infrastructure... View Details

Keywords: by by Janelle Conaway; Green Technology; Energy; Industrial Products; Manufacturing

03 May 2023
Research & Ideas

Why Confronting Racism in AI 'Creates a Better Future for All of Us'

share research on the intersection of race and capitalism—specifically, on race and technology since we live in the age of the digital transition and race is inherently embedded in algorithms and code simply because of who created the... View Details

Keywords: by Barbara DeLollis

21 Jul 2021
Research & Ideas

What Does an ESG Score Really Say About a Company?

Receiving more information can clarify the complex, but not when it comes to environmental, social, and governance (ESG) scores. A recent study shows that the more information a company discloses about its ESG practices, the more rating agencies disagree on how well... View Details

Keywords: by Kristen Senz

09 May 2023
Research & Ideas

Where to Find Remote Work Now: 250 Million Job Postings Paint a Complex Picture

Economics; Steven J. Davis of the University of Chicago’s Booth School of Business; and Lightcast Chief Economist Bledi Taska. Crunching the ‘WHAM’ algorithm To parse where and how people are working remotely, the researchers teamed with... View Details

Keywords: by Rachel Layne

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Leadership Transitions | Baker Library | Bloomberg Center | Harvard Business School

culture of greater competitiveness in the investment banking business itself with the potential for increased algorithmic trading strategies, volume of business, and potential commissions. “Investment banking, which had historically built... View Details

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Winners & Runners-Up | New Venture Competition

powered by advanced ML algorithms embedded with a fintech solution. Hive Health Camille Ang (MBA/MPA-ID 2022) Jiawen Tang (MBA 2023/MPA-ID 2021) Business Track Co-Winner A B2B2C digital health insurer providing simplified, affordable, &... View Details

2025
Chapter

Leapfrog Leaders: Accelerating Systems Leadership Skills

By: Laura Cabrera, Derek Cabrera and Hise O. Gibson

We need leaders who can execute at the Strategic, Operational, and Tactical (SOT) levels. But, research shows it takes time for skills to develop at all three levels—too much time. Why does it take too much time? First, because expertise is borne of experience. An... View Details

Keywords: DSRP; VCML; Strategy; Operations; Leadership Development; Decision Making; Organizational Structure