Machine Learning Models - Publications - Faculty & Research

2019
Book

Fintech, Small Business & the American Dream: How Technology Is Transforming Lending and Shaping a New Era of Small Business Opportunity

Fintech, Small Business & the American Dream describes the needs of small businesses for capital and demonstrates how technology—novel data sources, artificial intelligence, machine learning—will transform the small business lending market. This market has been... View Details

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23 Aug 2013
Working Paper Summaries

Waves in Ship Prices and Investment

Keywords: by Robin Greenwood & Samuel Hanson

July 2010 (Revised December 2011)
Background Note

Marketing Analysis Toolkit: Pricing and Profitability Analysis

By: Thomas J. Steenburgh and Jill Avery

Pricing is one of the most difficult decisions marketers make and the one with the most direct and immediate impact on the firm's financial position. This toolkit will introduce the fundamental terminology and calculations associated with pricing and profitability... View Details

Keywords: Forecasting and Prediction; Price; Profit; Management Analysis, Tools, and Techniques; Marketing Strategy; Demand and Consumers; Measurement and Metrics; Strategic Planning; Mathematical Methods; Retail Industry

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PhD Programs - Doctoral

Faculty throughout Harvard guide the programs through their participation on advisory committees. How do I know which program is right for me? Our PhD students draw on diverse personal and professional backgrounds to pursue an ever-expanding range of research topics.... View Details

9 AM – 10 AM EDT, 26 Jun 2019
HBS Online

HBS Online Sustainable Business Strategy

Learn how to become a purpose-centered business leader while examining the critical role that businesses play in solving the world's big problems, including climate change, income inequality, and social injustice. Program Dates: June 26, 2019 - July 17, 2019 View Details

9 AM – 10 AM EST, 06 Feb 2019
HBS Online

HBS Online Sustainable Business Strategy

Learn how to become a purpose-centered business leader while examining the critical role that businesses play in solving the world's big problems, including climate change, income inequality, and social injustice. Program Dates: February 6, 2019 - February 27, 2019 View Details

9 AM – 9 AM EDT, 26 Sep 2018
HBS Online

HBX Sustainable Business Strategy

Learn how to become a purpose-centered business leader while examining the critical role that businesses play in solving the world's big problems, including climate change, income inequality, and social injustice. Program Dates: September 26, 2018 - October 17, 2018. View Details

Web

Faculty & Research

model can facilitate innovation rather than constrain it by providing a principled approach to product development. Citation Purchase Related Amano, Tomomichi, and Tomomi Tanaka. "Balancing Digital Safety and Innovation." Harvard Business... View Details

03 Apr 2025
HBS Seminar

Ziad Obermeyer, UC Berkeley School of Public Health

Program

Leading in the Digital Era

organization. Learning and Living at HBS When you participate in an Executive Education program on the HBS campus, you enter an immersive experience where every aspect of the learning View Details

16 Nov 2010
First Look

First Look: November 16, 2010

games. Our dictators can purchase signals about why the recipients are poor. We find that a third of the dictators are willing to pay a dollar to learn more about their recipient. Dictators who devote resources to acquiring information... View Details

Keywords: Sean Silverthorne

A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects

We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing... View Details

9 AM – 10 AM EST, 13 Nov 2019
HBS Online

HBS Online Sustainable Business Strategy

Learn how to become a purpose-centered business leader while examining the critical role that businesses play in solving the world's big problems, including climate change, income inequality, and social injustice. Program Dates: November 13, 2019 - December 4, 2019 View Details

24 Feb 2017
Blog Post

Advice for Prospective Latino Students

American life, while maintaining my Mexican traditions through large family gatherings, tamales & pasteles, and a drive to chase the American dream. As the oldest of four children, I aspired to be a role model for my siblings and to... View Details

04 Mar 2013
Lessons from the Classroom

Lessons from Running GM’s OnStar

Kaurman and Derek C.M. van Bever, also senior lecturers with prior leadership experience in the private sector. Huber recently sat down with Harvard Business School Working Knowledge to discuss how an automotive executive ended up teaching at Harvard, and how the... View Details

Keywords: by Carmen Nobel; Auto

28 Oct 2015
Research & Ideas

A Dedication to Creation: India's Ad Man Ranjan Kapur

in the advertising business. It worked for everyone. We all acquired a slight accent at that time.” A: India got its independence in 1947, and even in the 1960s the country was still very heavily influenced by the British Raj. I learned... View Details

Keywords: by Sean Silverthorne; Advertising

2023
Working Paper

When Does Gamified Training Improve Performance? The Roles of Office and Leader Engagement

By: Ryan W. Buell, Wei Cai and Tatiana Sandino

Gamified training is a novel management control system in which companies use gamification techniques to engage and motivate employees to learn. This study empirically examines the performance consequences of gamified training using data from a natural field... View Details

Keywords: Gamified Training; Management Control Systems; Employee Engagement; Employees; Learning; Training; Motivation and Incentives; Performance

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March 2019 (Revised June 2021)
Case

HelloSelf: Foundation

By: John R. Wells and Benjamin Weinstock

On January 6, 2019, HelloSelf, a London-based “BrainTech” company, founded a year earlier by Charles Wells, soft launched. The proposition was simply to help its members “Be your Best Self.” The company provided its registered members with access to a clinical... View Details

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09 Mar 2016
Lessons from the Classroom

In This Classroom, Beer Can Improve Your Grade

outside vendor for the Strategy course, but Casadesus-Masanell said that there were several shortcomings in that arrangement. It was hard to alter the model to align closely with the objectives of Strategy course, and the vendor’s... View Details

Keywords: by Roberta Holland; Education; Food & Beverage

March 2021
Case

VideaHealth: Building the AI Factory

By: Karim R. Lakhani and Amy Klopfenstein

Florian Hillen, co-founder and CEO of VideaHealth, a startup that used artificial intelligence (AI) to detect dental conditions on x-rays, spent the early years of his company laying the groundwork for an AI factory. A process for quickly building and iterating on new... View Details