Machine Learning Models - Publications - Faculty & Research - Harvard Business School

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October 2022
Exercise

Shanty Real Estate: Confidential Information for iBuyer 2

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Decision Choices and Conditions; Decision Making; Market Timing; Measurement and Metrics

18 Oct 2010
Lessons from the Classroom

Venture Capital’s Disconnect with Clean Tech

opposition to changes in energy and environmental policy is unbelievably strong. For the time being, public policy support in the form of subsidies or mandates is required if renewables are to be used." Learning From Government To... View Details

Keywords: by Carmen Nobel; Energy; Utilities; Financial Services

November 2022
Background Note

The Future of E-Commerce: Lessons from the Livestream Wars in China

By: Ayelet Israeli, Jeremy Yang and Billy Chan

This note explores the emerging multi-billion dollar commerce trend of livestream commerce. Livestream commerce is the sale of goods or services directly to consumers via live shows on digital platforms (such as social media or e-commerce platforms). It is a form of... View Details

June 2024
Article

Oral History and Business History in Emerging Markets

By: Geoffrey Jones

This article describes the motivation, structure and use of the Creating Emerging Markets (CEM) oral history-based project at the Harvard Business School. The project consists of lengthy interviews with business leaders from emerging markets. By June 2024 183... View Details

Keywords: Emerging Economies; Oral History; Emerging Markets; Business History; Research

2024
Working Paper

Igniting Innovation: Evidence from PyTorch on Technology Control in Open Collaboration

By: Daniel Yue and Frank Nagle

Many companies offer free access to their technology to encourage outside addon innovation, hoping to later profit by raising prices or harnessing the power of the crowd while continuing to steer the direction of innovation. They can achieve this balance by opening... View Details

Keywords: Technological Innovation; Power and Influence; Collaborative Innovation and Invention; Corporate Governance

Work‐from‐anywhere: The productivity effects of geographic flexibility

An emerging form of remote work allows employees to work‐from‐anywhere, so that the worker can choose to live in a preferred geographic location. While traditional work‐from‐home (WFH) programs offer the worker temporal flexibility,... View Details

23 Mar 2023
HBS Seminar

Tinglong Dai, Johns Hopkins

September 2007
Case

Metro International S.A.

By: Tarun Khanna, Felix Oberholzer-Gee, Vincent Marie Dessain, Ane Damgaard Jensen and Anders Sjoman

Explores the business model of Metro International, a company publishing 70 editions of its free newspaper in 20 countries. Metro had been a pioneer in the free newspaper market, fighting incumbent publishers distributing traditional paid-for newspapers. Looks at the... View Details

Keywords: Business Model; Business Strategy; Competitive Strategy; Digital Marketing; Advertising; Expansion; Globalized Firms and Management; Journalism and News Industry; Spain

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October 2022
Exercise

Shanty Real Estate: Updated Confidential Information for iBuyer

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Algorithm; Decision Choices and Conditions; Measurement and Metrics; Market Timing; Decision Making

August 2017 (Revised July 2019)
Case

GROW: Using Artificial Intelligence to Screen Human Intelligence

By: Ethan Bernstein, Paul McKinnon and Paul Yarabe

Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details

Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan

2007
Other Unpublished Work

Implementing Technology

By: Diego Comin and Bart Hobijn

We introduce a tractable model of endogenous growth in which the returns to innovation are determined by the technology adoption decisions of the users of new technologies. Technology adoption involves an implementation investment that determines the initial... View Details

Keywords: Learning; Investment; Investment Return; Innovation and Invention; Growth and Development Strategy; Performance Productivity; Technology Adoption

March 2024
Case

Katharine Graham: Changing the World

By: Robert Simons and Shirley Sun

This case traces the life of Katharine Graham from housewife to publisher of the Washington Post. Born into a family of wealth, Graham described herself as a “doormat wife” after she married Phil Graham and stayed at home to raise their children. His unexpected death... View Details

Keywords: Mission and Purpose; Values and Beliefs; Power and Influence; Personal Characteristics; Leadership Style; Success; Work-Life Balance; News; Newspapers; Media; Gender; Publishing Industry

October 2022
Exercise

Shanty Real Estate: Updated Confidential Information for Homebuyer

By: Michael Luca, Jesse M. Shapiro and Nathan Sun

Shanty is a simulation in which students inhabit the role of either a traditional home buyer or an iBuyer, both bidding on the same condo. The traditional home buyer has access to a “comp sheet” of similar properties that have recently sold, and has done a walkthrough.... View Details

Keywords: Algorithm; Decision Choices and Conditions; Decision Making; Market Timing; Measurement and Metrics

16 Aug 2016
First Look

August 16, 2016

Team Diversity: An Integrative Multi-Level Model of Cross-Boundary Teaming By: Edmondson, Amy C., and Jean-François Harvey Abstract—Teaming across expertise boundaries, within and across organizations, is an increasingly popular strategy... View Details

Keywords: Sean Silverthorne

Research Summary

The Value Profit Chain: Treat Employees Like Customers and Customers Like Employees

By: W. Earl Sasser

W. Earl Sasser, Jr., Leonard A. Schlesinger, and James L. Heskett complted a multi-firm study that provides further empirical verification of relationships established in their earlier examinations of 'breakthrough' service and the service profit chain.... View Details

March 2005 (Revised April 2005)
Module Note

A Relational Approach to Self-Assessment and Career Development

By: Monica C. Higgins

Describes the main ideas in a module on relational self-assessment as part of a course on self-assessment and career development or as part of a course on leadership and organizational behavior for MBA students or executives. Reflects a "relational" approach to career... View Details

Keywords: Personal Development and Career; Relationships; Leadership; Organizations; Behavior; Social and Collaborative Networks

July 2020 (Revised January 2021)
Case

Vineet Nayar and Sampark Foundation: Frugal Innovation at Scale (A) (Abridged)

By: Linda A. Hill and Emily Tedards

In 2005, Vineet Nayar, the former CEO and Vice Chairman of HCL Technologies, and his wife, Anupama Nayar, committed $100 million of their personal wealth to found Sampark Foundation—a grant-making philanthropy with a mission to transform learning outcomes for 20... View Details

November 2024
Article

Perceptions About Monetary Policy

By: Michael D. Bauer, Carolin Pflueger and Adi Sunderam

We estimate perceptions about the Federal Reserve’s monetary policy rule from panel data on professional forecasts of interest rates and macroeconomic conditions. The perceived dependence of the federal funds rate on economic conditions varies substantially over time,... View Details

Keywords: Monetary Policy; Policy; Interest Rates; Perception; Economy; Forecasting and Prediction

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June 2021
Technical Note

Introduction to Linear Regression

By: Michael Parzen and Paul Hamilton

This technical note introduces (from an applied point of view) the theory and application of simple and multiple linear regression. The motivation for the model is introduced, as well as how to interpret the summary output with regard to prediction and statistical... View Details

Keywords: Linear Regression; Regression; Analysis; Forecasting and Prediction; Risk and Uncertainty; Theory; Compensation and Benefits; Mathematical Methods; Analytics and Data Science

March 1994 (Revised December 1998)
Background Note

Managing Your Career

By: Linda A. Hill

Designed to serve as background reading for the "Managing Your Career" module of the second-year MBA elective Power and Influence. Describes the way in which managers learn and develop through on-the-job experience. Outlines a model for launching a "success syndrome"... View Details

Keywords: Personal Development and Career

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