Modeling - Publications - Faculty & Research

June 2001
Supplement

ESL Golf Model Overview and Navigation Instructions

By: Carliss Y. Baldwin and Christopher R Gordon

Supplements the (A) case. View Details

Citation

July 1996 (Revised August 1997)
Case

Japan: Growing Contradictions in the Old Model

By: Huw Pill

Citation

Find at Harvard

January 1988 (Revised January 1997)
Case

Digital Equipment Corp.: The Endpoint Model (A)

By: David A. Garvin

Describes a comprehensive manufacturing strategy designed to reduce substantially the cycle time of orders (i.e. the time between the placement of an order by a customer and its delivery to the customer). To launch the strategy Digital has adopted manufacturing... View Details

Keywords: Business Plan; Information; Time Management; Production; Strategic Planning; Strategy; Manufacturing Industry

Citation

Educators

Purchase

1 Dec 1998
Conference Presentation

An Introduction to Mixed Models in SAS

By: William B. Simpson

Keywords: Applications and Software; Mathematical Methods

Citation

January 2003
Article

A Multivariate Model of Strategic Asset Allocation

By: Luis M. Viceira, John Y. Campbell and Y. Lewis Chan

Keywords: Assets; Resource Allocation

Citation

Find at Harvard

Read Now

18 Apr 2012
News

Google's billion dollar business model under threat

2012
Article

Organizing for Society: A Typology of Social Entrepreneuring Models

By: Johanna Mair, Julie Battilana and Julian Cardenas

In this article, we use content and cluster analysis on a global sample of 200 social entrepreneurial organizations to develop a typology of social entrepreneuring models. This typology is based on four possible forms of capital that can be leveraged: social, economic,... View Details

Keywords: Social Entrepreneurship; Organizational Structure

Citation

Find at Harvard

2022
Working Paper

Product2Vec: Leveraging Representation Learning to Model Consumer Product Choice in Large Assortments

By: Fanglin Chen, Xiao Liu, Davide Proserpio and Isamar Troncoso

We propose a method, Product2Vec, based on representation learning, that can automatically learn latent product attributes that drive consumer choices, to study product-level competition when the number of products is large. We demonstrate Product2Vec’s... View Details

Keywords: Consumer Choice; Consumer Behavior; Competition; Product Marketing

Citation

SSRN

Read Now

2015
Chapter

From Periphery to Core: A Process Model for Embracing Sustainability

By: Luciana Silvestri and Ranjay Gulati

There is a growing call for business enterprises to adopt sustainability principles and practices, yet many established organizations continue to struggle in their quest to embrace them. In this chapter, we analyze how organizations that relegate sustainability to the... View Details

Citation

Article

DEA Model with Shared Resources and Efficiency Decomposition

By: Yao Chen, Juan Du, H. David Sherman and Joe Zhu

Data envelopment analysis (DEA) has proved to be an excellent approach for measuring performance of decision making units (DMUs) that use multiple inputs to generate multiple outputs. In many real world scenarios, DMUs have a two-stage network process with shared input... View Details

Keywords: Data Envelopment Analysis (DEA); Efficiency; Intermediate Measure; Performance Efficiency

Citation

Purchase

Research Summary

Adoption of Machine Learning Models in Real World Decision Making

By: Himabindu Lakkaraju

The goal of this research is to assess the impact of deploying machine learning models in real world decision making in domains such as health care. View Details

2021
Working Paper

Impact Accounting for Product Use: A Framework and Industry-specific Models

By: George Serafeim and Katie Trinh

This handbook provides the first systematic attempt to generate a framework and industry-specific models for the measurement of impacts on customers and the environment from use of products and services, in monetary terms, that can then be reflected in financial... View Details

Keywords: Impact Measurement; Product Impact; Customer Welfare; Environment; ESG; Product; Customers; Well-being; Environmental Sustainability; Measurement and Metrics; Accounting; Financial Statements; Analysis; Framework

Citation

SSRN

Read Now

2023
Article

Which Models Have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness

By: Suraj Srinivas, Sebastian Bordt and Himabindu Lakkaraju

One of the remarkable properties of robust computer vision models is that their input-gradients are often aligned with human perception, referred to in the literature as perceptually-aligned gradients (PAGs). Despite only being trained for classification, PAGs cause... View Details

Keywords: AI and Machine Learning; Mathematical Methods

Citation

Read Now

08 Mar 2010
News

Experts Debate Swiss Healthcare Model at Harvard Business School Forum

November 2022
Case

Ajax Health: A New Model for Medical Technology Innovation

By: Regina E. Herzlinger and Ben Creo

This case teaches key success factors for both startup and established MedTech firms. It examines how to structure a firm to maximize innovation and financial returns with organizational structures that better align the incentives for the different skill sets... View Details

Keywords: Business Startups; Success; Innovation Strategy; Mergers and Acquisitions; Market Entry and Exit; Financial Strategy; Business Model; Partners and Partnerships; Entrepreneurship; Private Equity; Technology Industry; Medical Devices and Supplies Industry

Citation

Educators

Purchase

August 2012 (Revised February 2021)
Case

Hub and Spoke, HealthCare Global and Additional Focused Factory Models for Cancer Care

By: Regina E. Herzlinger, Amit Ghorawat, Meera Krishnan and Naiyya Saggi

This case compares and contrasts four different models for delivering cancer care in India and the US. Students are asked to select the best model in its alignment with the Six Forces in those two countries and Africa, to which one of the models is considering... View Details