algorithms - Publications - Faculty & Research

13 May 2022
Research & Ideas

Company Reviews on Glassdoor: Petty Complaints or Signs of Potential Misconduct?

by the same firms from 2008 and 2017. They then trained a machine-learning algorithm on the text, letting it independently decide which words were most highly associated with eventual violations. The words that rose to the top ranged from... View Details

Keywords: by Michael Blanding; Technology

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Case Studies - Social Impact Collaboratory

big-name players in impact investing is an opportunity but also a risk. TPG Rise is defending against that risk by developing a detailed algorithm to forecast and “underwrite” impact using academic evidence. This raises many questions... View Details

21 Aug 2017
Lessons from the Classroom

Companies Love Big Data But Lack the Strategy To Use It Effectively

managers, HR specialists, and data scientists work together to use data to improve employee-related decisions and practices. New analytic approaches and new sources of digital data are starting to revolutionize this field, he said, such as View Details

Keywords: by Dina Gerdeman

01 May 2019
What Do You Think?

What Should the Leadership of YouTube Do?

Silicon Valley's culture as a whole—‘an algorithm solves everything’ and ‘just put it out and we'll fix it later.’ In traditional media, for example, considerable debate can go into the production of a program ... With YouTube, Facebook,... View Details

Keywords: by James Heskett; Entertainment & Recreation; Media & Broadcasting

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Technology & Operations Management Awards & Honors - Faculty & Research

2022) with Tessa Han and Suraj Srinivas. Himabindu Lakkaraju : Recipient of the 2022 J.P. Morgan Artificial Intelligence Faculty Research Award in the “AI to Empower Employees” category for “Understanding and Mitigating Privacy Risks of View Details

20 Oct 2010
Op-Ed

Export Competitiveness: Reversing the Logic

data, including the export profile. While the export-oriented growth model (or frameworks such as the Washington consensus) provides a recipe to be used pretty much the same way across different countries, the competitiveness approach suggests a conceptual View Details

Keywords: by Christian Ketels

06 Sep 2022
Blog Post

To Go-Go: A Foodtech Startup Serves Up Scale in Latin America

eliminating the risk of placing one big bet on a single location or food concept. The model can scale up simply by adding more kitchens, and offerings can be tweaked rapidly in response to data-driven insights. For its part, Foodology uses machine-learning View Details

02 Oct 2017
What Do You Think?

Do Bitcoin and Digital Currency Have a Future?

in less than 30 seconds. "In one case, $35 million was raised in less than 30 seconds" The most highly developed of the digital currencies is Bitcoin, the product of an ingenious and secretive tech programmer who developed a complex View Details

Keywords: by James L. Heskett; Financial Services

01 Mar 2023
News

Toward a Life Well Lived

the data collected, including demographic information, is protected and confidential; and there is no human interaction, as analysis is done using algorithms and artificial intelligence. To date, Perlow and her team have collected... View Details

Keywords: Jennifer Gillespie; Educational Support Services; Educational Services

2023
Article

Association Between Regulatory Submission Characteristics and Recalls of Medical Devices Receiving 510(k) Clearance

By: Alexander O. Everhart, Soumya Sen, Ariel D. Stern, Yi Zhu and Pinar Karaca-Mandic

Importance: Most regulated medical devices enter the U.S. market via the 510(k) regulatory submission pathway, wherein manufacturers demonstrate that applicant devices are “substantially equivalent” to 1 or more “predicate” devices (legally marketed medical devices... View Details

Keywords: Recalls; Governing Rules, Regulations, and Reforms; Medical Devices and Supplies Industry

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13 Nov 2019
Research & Ideas

Don't Turn Your Marketing Function Over to AI Just Yet

how new products or services would perform at various prices or with different characteristics. The machine learning algorithms that might power such a device are, at least for now, incapable of producing such promising results. But what... View Details

Keywords: by Kristen Senz

17 Aug 2021
Research & Ideas

Can Autonomous Vehicles Drive with Common Sense?

kill only one. While such damned-if-you-do-damned-if-you-don’t ethical dilemmas have traditionally been the focus of public debates about AV algorithm design, they are the wrong way to look at the issue, say De Freitas and his co-authors,... View Details

Keywords: by Michael Blanding; Auto

30 Jun 2003
Research & Ideas

Are You Supporting Your B Players?

whether it's learning algorithms or derivatives or parenting or riding a bicycle." "One of the things we find is that if you ignore [B players] long enough, they begin to see themselves as low performers," DeLong said.... View Details

Keywords: by Martha Lagace

12 Jan 2023
News

‘Debiasing’ Debt with Data

aspects of that data might create bias, then you absolutely will not build your algorithm with intentionality.” Ballard decided to field-test his idea on another underserved business population: the fledgling cannabis industry. Good Tree... View Details

Keywords: Ralph Ranalli

12 Oct 2022
Research & Ideas

When Design Enables Discrimination: Learning from Anti-Asian Bias on Airbnb

and 334,906 reviews in New York City, one of Airbnb’s major markets. Using reviews as a proxy for bookings, the researchers tracked reviews for the year before and the year after the pandemic began. They turned to NamePrism, a publicly available View Details

Keywords: by Pamela Reynolds; Technology; Travel

Research Summary

Overview

By: Roberto Verganti

Roberto’s research focuses on how to create innovations that are meaningful for people, for society, and for their creators. He explores how leaders and organizations generate radically new visions, and make those visions come real. His studies lie at the intersection... View Details

Keywords: Integrated Design; Strategy; Design Thinking; Innovation; Artificial Intelligence; Design; Technology; Leadership; Innovation Strategy

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Organizational Behavior Awards & Honors - Faculty & Research

Data, Algorithms and AI (Harvard Business Review Press, 2022) with Paul Leonardi. Ryan L. Raffaelli : Runner-up for the 2024 Best Entrepreneurship Paper Award from the Academy of Management, Organization and Management Theory Division,... View Details

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Guidelines for Choosing Resources - Research Computing Services

provided those jobs are predeicted to finish before the anticipated start of the larger jobs. This depends on using the -W and -We options. This should promote efficient job throughput. LSF's scheduling algorithm prioritizes cluster... View Details

01 Mar 2018
News

Every Trick in the Book

“That’s something, at least right now, that the Amazon algorithm has been unable to crack,” says Raffaelli. When the brown paper came off the windows of BookHampton at the start of the summer season in 2016, regular customers found a... View Details

Keywords: April White

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2024 Reunion Presentations - Alumni

firm performance. Participants will leave this session with a deeper understanding of the vast array of ways in which managers, executives, and investors can invest in human capital more efficiently. The Dark Side of AI: Algorithmic Bias... View Details

Publications