Modeling And Analysis - Publications - Faculty & Research - Harvard Business School

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12 Feb 2013
Working Paper Summaries

Do Bonuses Enhance Sales Productivity? A Dynamic Structural Analysis of Bonus-Based Compensation Plans

Keywords: by Doug J. Chung, Thomas Steenburgh & K. Sudhir

November – December 2011
Article

Modeling a Paradigm Shift: From Producer Innovation to User and Open Collaborative Innovation

By: Carliss Baldwin and Eric von Hippel

In this paper, we assess the economic viability of innovation by producers relative to two increasingly important alternative models: innovations by single-user individuals or firms and open collaborative innovation. We analyze the design costs and architectures and... View Details

Keywords: Collaborative Innovation and Invention; Design; Cost; Communication; Competition; Economy; Research; Policy; Practice

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2006
Chapter

Ancient History of Experimental Economics and Social Psychology: Reminiscences and Analysis of a Fruitful Collaboration

By: J. Keith Murnighan and Alvin E. Roth

Keywords: History; Social Psychology; Collaborative Innovation and Invention; Economics

1987
Other Unpublished Work

Opening the Window: Needs Analysis and Long Term Effort to Pay for College

By: Dutch Leonard

Keywords: Higher Education; Human Needs; Cost

Article

Evaluating the Effectiveness of Corporate Compliance Programs: Establishing a Model for Prosecutors, Courts, and Firms

By: Eugene F. Soltes

When prosecutors, courts, and regulators make charging and sentencing decisions, they must evaluate whether firms have effective compliance programs. Such evaluations are difficult because of the challenges associated with measuring effectiveness. Notably, these... View Details

Keywords: Corporate Governance; Governance Compliance; Performance Effectiveness; Performance Evaluation

01 Sep 2008
News

Raiffa Honored for Life’s Work in Decision Analysis

mathematician by training, Raiffa was an originator of the decision tree and did extensive research on negotiations and choice-making in complex and ambiguous situations.... View Details

Keywords: awards; Colleges, Universities, and Professional Schools; Colleges, Universities, and Professional Schools

October 2023
Teaching Note

Timnit Gebru: 'SILENCED No More' on AI Bias and The Harms of Large Language Models

By: Tsedal Neeley and Tim Englehart

Teaching Note for HBS Case No. 422-085. Dr. Timnit Gebru—a leading artificial intelligence (AI) computer scientist and co-lead of Google’s Ethical AI team—was messaging with one of her colleagues when she saw the words: “Did you resign?? Megan sent an email saying that... View Details

Keywords: Ethics; Employment; Corporate Social Responsibility and Impact; Technological Innovation; AI and Machine Learning; Diversity; Prejudice and Bias; Technology Industry

August 2009 (Revised November 2021)
Module Note

What Are Business Models, and How Are They Built?

By: Clayton M. Christensen and Mark W. Johnson

Keywords: Business Models; Business Model; Valuation

11 Jun 2008
Conference Presentation

The Total Army Competitive Category Optimization Model: Analysis of Army Officers Accessions and Promotions

By: Hise O. Gibson

19 Jul 2011
Working Paper Summaries

Signaling to Partially Informed Investors in the Newsvendor Model

Keywords: by Vishal Gaur, Richard Lai, Ananth Raman & William Schmidt

March 1, 2021
Article

Transitioning to Clean Energy Transportation Services: Life-cycle Cost Analysis for Vehicle Fleets

By: Stephen Comello, Gunther Glenk and Stefan Reichelstein

Comprehensive global decarbonization requires that transportation services cease to rely on fossil fuels for power generation. This paper develops a generic, time-driven life-cycle cost model for mobility services to address two closely related questions central to the... View Details

15 Apr 2010
Working Paper Summaries

The Consequences of Entrepreneurial Finance: A Regression Discontinuity Analysis

Keywords: by William R. Kerr, Josh Lerner & Antoinette Schoar

June 2025
Article

Ideation with Generative AI—In Consumer Research and Beyond

By: Julian De Freitas, G. Nave and Stefano Puntoni

The use of large language models (LLMs) in consumer research is rapidly evolving, with applications including synthetic data generation, data analysis, and more. However, their role in creative ideation—a cornerstone of consumer research—remains underexplored. Drawing... View Details

Keywords: Large Language Model; AI and Machine Learning; Creativity; Innovation Strategy

2021
Working Paper

Issue Salience and Political Stereotypes

By: Pedro Bordalo, Marco Tabellini and David Yang

U.S. voters exaggerate the differences in attitudes held by Republicans and Democrats on a range of socioeconomic and political issues, and higher perceived polarization is associated with greater political engagement and affective polarization. In this paper, we... View Details

Keywords: Politics; Stereotypes; Belief Distortions; Model; Government and Politics; Public Opinion; Values and Beliefs

November 1974 (Revised November 1977)
Background Note

Developing Forecasts with the Aid of Regression Analysis

By: Paul A. Vatter

Keywords: Forecasting and Prediction; Mathematical Methods

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April 1998 (Revised September 1998)
Case

Classic Pen Company, The: Developing an ABC Model

By: Robert S. Kaplan

Classic Pen has diversified from its core blue and black pen business by introducing new specialized colors. But costs have risen and margins on blue and black pens are decreasing. The controller turns to activity-based costing (ABC) for an explanation. View Details

Keywords: Activity Based Costing and Management; Manufacturing Industry

1985
Chapter

Women in Development: A Framework for Project Analysis

By: James E. Austin, C. Overholt, Mary B. Anderson and Kathleen Cloud

Keywords: Development Economics; Gender; Projects

April 2015 (Revised May 2018)
Case

NXTP Labs: An Innovative Accelerator Model

By: Josh Lerner, Maria Fernanda Miguel and Laura Urdapilleta

This case follows a unique accelerator fund in Latin America, facing challenges on how to keep growing, including development of venture capital fund and leveraging of entrepreneur ecosystem. View Details

Keywords: Latin America; Accelerator; Ecosystem; Entrepreneurship; Venture Capital; Business Startups; Financial Services Industry; Latin America

Modeling a Paradigm Shift: From Producer Innovation to User and Open Collaborative Innovation

Organization Science, 22(6):1399-1417

We argue that innovation by individual users and open collaborative innovation increasingly compete with and may displace producer innovation in many parts of the economy.

March 2016 (Revised April 2017)
Teaching Note

Bridj and the Business of Urban Mobility (A): Introducing a New Model

By: Rosabeth Moss Kanter and Jonathan Cohen

This note is for the purpose of aiding classroom instructors in the use of the Harvard Business School case "Bridj and the Business of Urban Mobility: Introducing a New Model." Instructors may use it to help students understand the challenges that come with disrupting... View Details

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