information technology - Publications - Faculty & Research

15 Sep 2016
News

Leading the Way

approach these things positively. “Boeing is a great, great company, and I wanted a big challenge. The company was staggering; I firmly believed it could be redirected. It’s a very important company to the country. It’s important in terms of the View Details

01 Jun 2013
News

Lesson Plans

Blended learning looks like the vehicle to do a lot of this, but we're thinking of it more as a student-centric system that allows for mastery-based learning. Undergirding that approach with technology is the most scalable way to do it... View Details

Keywords: Educational Support Services; Educational Services; Elementary and Secondary Schools; Educational Services

26 Jul 2024
Research & Ideas

Why Great Ideas Get Stuck in Universities

all out, you discover that it’s not the right technology for the problem.” Academic researchers are “almost too married to their ideas and technologies, but I don’t blame them,” says Maria Roche, assistant professor in the Strategy Unit... View Details

Keywords: by Ben Rand; Biotechnology; Health

Web

Usage and Policies - Research Computing Services

About Us Usage and Policies 3ms For information about our terms of service and acceptable use policies, please see the below pages. Eligibility Except where noted in our terms of service and policy documentation, an active appointment or... View Details

01 Aug 2008
What Do You Think?

Has the Time Come for “Stretch” in Management?

conditions that foster creativity. Combined with the development of new communication technology that connects information workers (and their brains) at precisely the moment that a new generation of workers... View Details

Keywords: by Jim Heskett

July 2022
Teaching Note

TraceTogether

By: Mitchell Weiss and Sarah Mehta

This Note provides guidance for teaching "TraceTogether," HBS Case No. 820-111. View Details

Keywords: Government Administration; Crisis Management; Health; Health Pandemics; Innovation and Invention; Innovation Leadership; Innovation Strategy; Technological Innovation; Social Issues; Mobile and Wireless Technology; Technology Adoption; Health Industry; Public Administration Industry; Singapore

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01 Sep 2013
News

Who Are We?

From that vantage point, he observed social media's key role in the Arab Spring and was so impressed that he joined Twitter as an adviser. When the Tohoku earthquake and tsunami struck Japan in 2011, Kondo saw how Twitter enabled the country's institutions and agencies... View Details

Keywords: Garry Emmons; Julia Hanna; Dan Morrell; social media,; Twitter; SodaStream; consulting; consultant; CEO; farming; Information; Information; Information; Information; Information; Information; Information

2024
Working Paper

Anytime-Valid Inference in Linear Models and Regression-Adjusted Causal Inference

By: Michael Lindon, Dae Woong Ham, Martin Tingley and Iavor I. Bojinov

Linear regression adjustment is commonly used to analyze randomized controlled experiments due to its efficiency and robustness against model misspecification. Current testing and interval estimation procedures leverage the asymptotic distribution of such estimators to... View Details

Keywords: Mathematical Methods; Analytics and Data Science

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2023
Article

Verifiable Feature Attributions: A Bridge between Post Hoc Explainability and Inherent Interpretability

By: Usha Bhalla, Suraj Srinivas and Himabindu Lakkaraju

With the increased deployment of machine learning models in various real-world applications, researchers and practitioners alike have emphasized the need for explanations of model behaviour. To this end, two broad strategies have been outlined in prior literature to... View Details

Keywords: AI and Machine Learning; Mathematical Methods

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May 2020
Article

Scalable Holistic Linear Regression

By: Dimitris Bertsimas and Michael Lingzhi Li

We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting... View Details

Keywords: Mathematical Methods; Analytics and Data Science

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2021
Working Paper

Digital Labor Market Inequality and the Decline of IT Exceptionalism

By: Ruiqing Cao and Shane Greenstein

Several decades of expansion in digital communications, web commerce, and online distribution have altered regional IT labor market returns in the United States. IT occupations experienced similar wage growth as STEM occupations involving IT-related work activities,... View Details

Keywords: Information Technology; Labor; Wages; Equality and Inequality

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December 2019
Supplement

Interview with Stephen L. Herbert, X Fire Paintball & Airsoft: Protagonist in 617-046 X Fire Paintball & Airsoft

By: Willy C. Shih and Feng Zhu

This is an interview with Stephen L. Herbert, founder of X Fire Paintball & Airsoft, in which he discusses competing with his online channel, Amazon. It is for use with HBS Case No. 617-046 X Fire Paintball & Airsoft. View Details

Keywords: Internet and the Web; Competition; Ethics; United States

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August 2018 (Revised April 2019)
Supplement

Chateau Winery (B): Supervised Learning

By: Srikant M. Datar and Caitlin N. Bowler

This case builds directly on “Chateau Winery (A).” In this case, Bill Booth, marketing manager of a regional wine distributor, shifts to supervised learning techniques to try to predict which deals he should offer to customers based on the purchasing behavior of those... View Details

Keywords: Data Science; Clustering; Analytics and Data Science; Customers; Marketing; Analysis

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September 2016
Article

Do Display Ads Influence Search?: Attribution and Dynamics in Online Advertising

By: Pavel Kireyev, Koen Pauwels and Sunil Gupta

As firms increasingly rely on online media to acquire consumers, marketing managers feel comfortable justifying higher online marketing spending by referring to online metrics such as click-through rate (CTR) and cost per acquisition (CPA). However, these standard... View Details

Keywords: Internet and the Web; Digital Marketing

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June 1998
Article

Boundary Control: The Social Ordering of Work and Family Time in a High-Tech Corporation

By: Leslie Perlow

Keywords: Family and Family Relationships; Information Technology; Business Ventures

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2006
Case

Infosys Consulting

By: Vijay Govindarajan and Chris Trimble

Aiming to expand their value proposition from software development to consulting, Infosys launched a new business unit, Infosys Consulting. From scratch, it quickly grew to over 200 professionals. The case study illustrates the challenges of launching a new business in... View Details

Keywords: Expansion; Information Technology; Market Entry and Exit; Software; Consulting Industry

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