Publications

August 2020 (Revised September 2020)
Technical Note

Assessing Prediction Accuracy of Machine Learning Models

By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne

The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details

Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods

Educators

May 1994
Article

The Work Preference Inventory: Assessing Intrinsic and Extrinsic Motivational Orientations

By: T. M. Amabile, K. G. Hill, B. A. Hennessey and E. M. Tighe

The Work Preference Inventory (WPI) is designed to assess individual differences in intrinsic and extrinsic motivational orientations. Both the college student and the working adult versions aim to capture the major elements of intrinsic motivation (self-determination,... View Details

Keywords: Creativity; Motivation and Incentives; Measurement and Metrics; Higher Education; Employees; Personal Characteristics

2014
Other Unpublished Work

Assessing the Leadership Bench: Q&A with Boris Groysberg

By: Boris Groysberg

Article

Storytelling: A Method for Assessing Children's Creativity

By: B. A. Hennessey and T. M. Amabile

Keywords: Creativity; Measurement and Metrics; Early Childhood Education; Research; Performance Evaluation

2012
Chapter

Assessing Country Competitiveness: The Case of Spain

By: Mercedes Delgado and Christian H.M. Ketels

November 2010 (Revised January 2011)
Teaching Note

Assessing a Company's Future Financial Health (TN)

By: Thomas R. Piper

Teaching Note for 911412. View Details

Keywords: Financial Condition; Forecasting and Prediction

May 1998
Article

Assessing Long-Term Promotional Influences on Market Structure

By: Carl Mela, Sunil Gupta and Kamel Jedidi

Keywords: Power and Influence; Markets; Product Marketing

July 1985 (Revised February 1992)
Case

Workbench (B): Assessment of the Franchising Program

By: Walter J. Salmon

Keywords: Franchise Ownership

October 1982
Case

Assessing Managerial Talent at AT&T (A) (Condensed)

By: Michael Beer

Keywords: Talent and Talent Management; Leadership Development; Human Resources; Management; Telecommunications Industry; United States

September 2006 (Revised August 2008)
Module Note

Assessing Your Organization's Capabilities: Resources, Processes and Priorities

By: Clayton M. Christensen and Stephen P. Kaufman

Summarizes a model that helps managers determine what sorts of initiatives an organization is capable and incapable of managing successfully. The factors that affect what an organizational unit can and cannot accomplish can be grouped as resources, processes, and the... View Details

Keywords: Business Model; Experience and Expertise; Innovation and Management; Business Processes; Organizational Design; Organizational Structure; Mathematical Methods

May 1982
Article

Assessing Competition in the Market for Corporate Acquisitions

By: R. S. Ruback

Keywords: Mergers and Acquisitions; Competition; Markets

May 2001
Teaching Note

General Electric 2000: Quality of Earnings Assessment TN

By: David F. Hawkins

Teaching Note for (9-101-091). View Details

Keywords: Consumer Products Industry; Technology Industry; United States

1 Apr 1993
Conference Presentation

Assessing the Creativity of Professional Art

By: Teresa M. Amabile and E. Phillips

Keywords: Creativity; Arts; Value

September 2001
Background Note

Assessing Your Organization's Crisis Response Plans

Organizations inevitably face crises, but few are well prepared to deal with them. This note summarizes the findings of research and experience about what it takes to respond effectively in crisis situations. Provides principles to guide crisis response planning,... View Details

Keywords: Organizations; Crisis Management

2016
Working Paper

Android and Competition Law: Exploring and Assessing Google's Practices in Mobile

By: Benjamin Edelman and Damien Geradin

Since its launch in 2007, Android has become the dominant mobile device operating system worldwide. In light of this commercial success and certain disputed business practices, Android has come under substantial attention from competition authorities. We present key... View Details

Keywords: Android; Antitrust; Competition Policy; Exclusion; Mobile Communication Devices; Remedies; Tying; Two-Sided Platforms; Lawfulness; Internet; Mobile Technology; Wireless Technology; Information Technology Industry; Telecommunications Industry

SSRN

Spring 2014
Article

Leveraging Crowdsourced Peer-to-Peer Assessments to Enhance the Case Method of Learning

By: Jill Avery

Many marketing educators use the case method to help their students strengthen their decision-making skills. Rigorous class participation is essential to achieving learning objectives in case method learning. One challenge for case method instructors is the assessment... View Details

Keywords: Case Method Teaching; Marketing; Business Education; Teaching; Education Industry

2020
Working Paper

Are ISS Recommendations Informative? Evidence from Assessments of Compensation Practices

By: Ana Albuquerque, Mary Ellen Carter and Susanna Gallani

Using detailed information from the largest proxy advisor in the U.S., Institutional Shareholder Services (ISS), we examine whether proxy advisors’ assessments of firms’ compensation practices are able to identify poor compensation practices as measured by subsequent... View Details

Keywords: Proxy Advisors; CEO Compensation; Say-on-Pay; Institutional Shareholder Voting; Executive Compensation; Performance

SSRN

winter 2000
Article

Assessing the Impact of Venture Capital to Innovation

By: Samuel Kortum and Josh Lerner

We examine the influence of venture capital on patented inventions in the United States across twenty industries over three decades. We address concerns about causality in several ways, including exploiting a 1979 policy shift that spurred venture capital fundraising.... View Details

Keywords: Venture Capital; Innovation and Invention