Publications

2010
Other Unpublished Work

Modeling Passenger Travel and Delays in the National Air Transportation System

Many of the existing methods for evaluating an airline's on-time performance are based on flight-centric measures of delay. However, recent research has demonstrated that passenger delays depend on many factors in addition to flight delays. For instance,... View Details

Keywords: Mathematical Methods; Performance Evaluation; Air Transportation Industry; United States

2019
Working Paper

Large-Scale Demand Estimation with Search Data

By: Tomomichi Amano, Andrew Rhodes and Stephan Seiler

In many online markets, traditional methods of demand estimation are difficult to implement because assortments are very large and individual products are sold infrequently. At the same time, data on consumer search (i.e., browsing) behavior are often available and are... View Details

Keywords: High-dimensional Data; Demand Estimation; Consideration Sets; Consumer Search

SSRN

2008
Working Paper

Agency and Institutions: A Review of Institutional Entrepreneurship

By: Julie Battilana, Bernard Leca and Eva Boxenbaum

This paper analyzes the literature that has been published on institutional entrepreneurship since Paul DiMaggio introduced the notion in 1988. Based on a systematic selection and analysis of articles, the paper outlines an emerging consensus on the definition and... View Details

Keywords: Corporate Entrepreneurship; Body of Literature; Research

March 2008
Article

Is Yours a Learning Organization?

By: David A. Garvin, Amy C. Edmondson and Francesca Gino

This article includes a one-page preview that quickly summarizes the key ideas and provides an overview of how the concepts work in practice along with suggestions for further reading. An organization with a strong learning culture faces the unpredictable deftly.... View Details

Keywords: Interpersonal Communication; Learning; Surveys; Leading Change; Management Analysis, Tools, and Techniques; Organizational Culture

2023
Working Paper

Design-Based Confidence Sequences: A General Approach to Risk Mitigation in Online Experimentation

By: Dae Woong Ham, Michael Lindon, Martin Tingley and Iavor Bojinov

Randomized experiments have become the standard method for companies to evaluate the performance of new products or services. In addition to augmenting managers’ decision-making, experimentation mitigates risk by limiting the proportion of customers exposed to... View Details

Keywords: Performance Evaluation; Research and Development; Analytics and Data Science; Consumer Behavior

SSRN

Research Summary

Behavioral Hazard and Public Policy

By: Joshua R. Schwartzstein

It is well recognized that people overuse low-value medical care due to moral hazard—because copays are lower than costs. Now Professor Schwartzstein has introduced the concept of “behavioral hazard” to explain the opposite: people underuse high-value care because... View Details

October 2020
Article

Peer Influence on Trade Credit

By: Daniel Gyimah, Michael Machokoto and Anywhere (Siko) Sikochi

We examine the influence of peer firms on trade credit policies of listed firms in the United States. We posit and find evidence that firms mimic their peers in formulating trade credit policies. The findings are more pronounced for firms in highly competitive product... View Details

Keywords: Trade Credit; Peer Effects; Product Market Competition; Trade; Credit; Policy; Competition

Article

Valuation of Bankrupt Firms

By: S. C. Gilson, E. S. Hotchkiss and R. S. Ruback

This study compares the market value of firms that reorganize in bankruptcy with estimates of value based on management's published cash flow projections. We estimate firm values using models that have been shown in other contexts to generate relatively precise... View Details

Keywords: Valuation; Business Ventures; Insolvency and Bankruptcy

2015
Working Paper

Public R&D Investments and Private-sector Patenting: Evidence from NIH Funding Rules

By: Pierre Azoulay, Joshua S. Graff Zivin, Danielle Li and Bhaven N. Sampat

We quantify the impact of scientific grant funding at the National Institutes of Health (NIH) on patenting by pharmaceutical and biotechnology firms. Our paper makes two contributions. First, we use newly constructed bibliometric data to develop a method for flexibly... View Details

Keywords: Economics Of Science; Patenting; Academic Reserach; NIH; Knowledge Spillovers; Patents; Research; Government and Politics

May 2016 (Revised April 2019)
Case

Legendary Entertainment: Moneyball for Motion Pictures

By: John A. Deighton and Leora Kornfeld

Legendary, the Hollywood studio responsible for such hits as Jurassic World and The Dark Knight, decides to take the marketing of its films in-house, and to market them fan-by-fan. Owner Thomas Tull acquires the big-data-in-sports firm started by Matt Marolda and... View Details

Keywords: ＂Marketing Analytics＂; Marketing Strategy; Decision Making; Motion Pictures and Video Industry; Entertainment and Recreation Industry

Educators

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March 2016 (Revised March 2022)
Teaching Note

Express Scripts: Promoting Prescription Drug Home Delivery (A) and (B)

By: John Beshears

The pharmacy benefit manager (PBM) sector processes prescription drug claims on behalf of companies that offer a prescription drug benefit to their employees. The case associated with this teaching note follows Bob Nease, chief scientist at Express Scripts, as he... View Details

Keywords: Pharmaceuticals; Prescription Drugs; Pharmacy Benefit Manager; PBM; Healthcare; Behavioral Economics; Choice Architecture; Active Choice; Service Delivery; Decision Choices and Conditions; Consumer Behavior; Distribution Channels; Health Care and Treatment; Service Industry; Pharmaceutical Industry

Purchase

Article

Perceiving Freedom Givers: Effects of Granting Decision Latitude on Personality and Leadership Perceptions

By: Roy Y.J. Chua and Sheena Iyengar

A perennial question facing managers is how much decision latitude to give their employees at work. The current research investigates how decision latitude affects employees' perceptions of managers' personalities and, in turn, their leadership effectiveness. Results... View Details

Keywords: Decisions; Leadership; Perception; Employees; Performance Effectiveness; Personal Characteristics

21 May 2013
First Look

First Look: May 21

methods and to make decisions on quantitative analysis. This book offers a variety of practical tools and examples to improve a manager's understanding of business analytics, and to enhance their thinking and decision processes.... View Details

Keywords: Sean Silverthorne

October–December 2022
Article

Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem

By: Mochen Yang, Edward McFowland III, Gordon Burtch and Gediminas Adomavicius

Combining machine learning with econometric analysis is becoming increasingly prevalent in both research and practice. A common empirical strategy involves the application of predictive modeling techniques to "mine" variables of interest from available data, followed... View Details

Keywords: Machine Learning; Econometric Analysis; Instrumental Variable; Random Forest; Causal Inference; AI and Machine Learning; Forecasting and Prediction

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2014
Working Paper

Search-Based Peer Firms: Aggregating Investor Perceptions Through Internet Co-Searches

By: Charles M.C. Lee, Paul Ma and Charles C.Y. Wang

Applying a "co-search" algorithm to Internet traffic at the SEC's EDGAR web-site, we develop a novel method for identifying economically-related peer firms and for measuring their relative importance. Our results show that firms appearing in chronologically adjacent... View Details

Keywords: Peer Firm; EDGAR Search Traffic; Revealed Preference; Co-search; Industry Classification; Analytics and Data Science; Internet and the Web; Mathematical Methods; Corporate Finance

SSRN