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Skip to Main Content Data Data Banking System Global Crises Data by Country Global Industry Bubble Watch Measuring Sentiment & Expectations The BFFS...
Institute For Strategy & Competitiveness About The Institute Research Areas Research Areas Health Care Competitiveness & Economic Development...
- 2021
- Working Paper
Auditor Independence and Outsourcing: Aligning Incentives to Mitigate Shilling and Shirking
By: Ashley Palmarozzo, Jodi L. Short and Michael W. Toffel
Multinational corporations (MNCs) hire auditors to assess their business partners’ compliance with quality, working conditions, and environmental standards. Independent third-party auditors are widely assumed to outperform second-party auditors employed and thus...
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Keywords:
Transaction Cost Economics;
Outsourcing;
Suppliers;
Monitoring;
Business Strategy;
Vertical Integration;
Supply Chain Management;
Quality;
Safety;
Risk And Uncertainty;
Apparel And Accessories Industry;
Retail Industry;
China;
India;
Bangladesh
Palmarozzo, Ashley, Jodi L. Short, and Michael W. Toffel. "Auditor Independence and Outsourcing: Aligning Incentives to Mitigate Shilling and Shirking." Harvard Business School Working Paper, No. 21-078, January 2021.
- January 2021
- Case
Amazon Shopper Panel: Paying Customers for Their Data
By: Eva Ascarza and Ayelet Israeli
This case introduces a new Amazon program that has consumers upload their receipts from transactions outside of Amazon, in exchange for money. Through the discussion, the case aims to exlpore issues in customers’ privacy in the digital age, the value of customers’ own...
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Keywords:
Data Analytics;
Data Privacy;
Data Management;
Marketing;
"marketing Analytics";
Marketing Communication;
Marketing Research;
Data-driven Management;
E-commerce;
E-commerce Strategy;
Ethical Decision Making;
Customer Relationship Management;
Crm;
Consumer Protection;
Targeted Advertising;
Targeted Policies;
Data Ownership;
Marketing;
Retail Industry;
Technology Industry;
United States
- 2020
- Working Paper
Nonprofts in Good Times and Bad Times
By: Christine L. Exley, Nils H. Lehr and Stephen J. Terry
Need fluctuates over the business cycle, yet little is known about nonprofit behavior over the cycle. This paper exploits data from millions of tax returns and provides key descriptive facts about nonprofits in the face of economic fluctuations. Nonprofit revenue,...
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Exley, Christine L., Nils H. Lehr, and Stephen J. Terry. "Nonprofts in Good Times and Bad Times." Harvard Business School Working Paper, No. 21-076, December 2020.
- 2021
- Article
The Dynamics of Gender and Alternatives in Negotiation
By: J.E. Dannals, Zlatev, J.J., Halevy, N. and Neale, M.A.
A substantial body of prior research documents a gender gap in negotiation performance. Competing accounts suggest that the gap is due either to women’s stereotype-congruent behavior in negotiations or to backlash enacted toward women for stereotype-incongruent...
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- January 2021
- Article
Machine Learning for Pattern Discovery in Management Research
By: Prithwiraj Choudhury, Ryan Allen and Michael G. Endres
Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used for exploratory inductive or abductive research, or for post-hoc analysis of regression results to detect...
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Keywords:
Machine Learning;
Supervised Machine Learning;
Induction;
Abduction;
Exploratory Data Analysis;
Pattern Discovery;
Decision Trees;
Random Forests;
Neural Networks;
Roc Curve;
Confusion Matrix;
Partial Dependence Plots
Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Strategic Management Journal 42, no. 1 (January 2021): 30–57.
- January 2021
- Article
Using Models to Persuade
By: Joshua Schwartzstein and Adi Sunderam
We present a framework where "model persuaders" influence receivers’ beliefs by proposing models that organize past data to make predictions. Receivers are assumed to find models more compelling when they better explain the data, fixing receivers’ prior beliefs. Model...
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Keywords:
Model Persuasion;
data And data Sets;
Forecasting And Prediction;
Mathematical Methods;
Framework
Schwartzstein, Joshua, and Adi Sunderam. "Using Models to Persuade." American Economic Review 111, no. 1 (January 2021): 276–323.
- January 2021
- Article
Turbulence, Firm Decentralization and Growth in Bad Times
By: Philippe Aghion, Nicholas Bloom, Brian Lucking, Raffaella Sadun and John Van Reenen
What is the optimal form of firm organization during “bad times”? We present a model of delegation within the firm to show that the effect is ambiguous. The greater turbulence following macro shocks may benefit decentralized firms because the value of local information...
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Keywords:
Decentralization;
Growth;
Turbulence;
Great Recession;
Organizational Design;
System Shocks;
Economic Growth;
Performance
Aghion, Philippe, Nicholas Bloom, Brian Lucking, Raffaella Sadun, and John Van Reenen. "Turbulence, Firm Decentralization and Growth in Bad Times." American Economic Journal: Applied Economics 13, no. 1 (January 2021): 133–169.
- 2020
- Working Paper
Gentrification and Neighborhood Change: Evidence from Yelp
By: Edward L. Glaeser, Michael Luca and Erica Moszkowski
How does gentrification transform neighborhoods? Gentrification can harm current residents by increasing rental costs and by eliminating old amenities, including distinctive local stores. Rising rents represent redistribution from tenants to landlords and can therefore...
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Glaeser, Edward L., Michael Luca, and Erica Moszkowski. "Gentrification and Neighborhood Change: Evidence from Yelp." Harvard Business School Working Paper, No. 21-074, December 2020.
- December 2020
- Case
IBM Watson at MD Anderson Cancer Center
By: Shane Greenstein, Mel Martin and Sarkis Agaian
After discovering that their cancer diagnostic tool, designed to leverage the cloud computing power of IBM Watson, needed greater integration into the clinical processes at the MD Anderson Cancer Center, the development team had difficult choices to make. The Oncology...
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Keywords:
Decision Making;
Innovation Strategy;
Knowledge Management;
Knowledge Use And Leverage;
Operations;
Failure;
Technology;
Information Technology;
Software;
Health Care And Treatment;
Product Development;
Health Industry;
Information Technology Industry;
Technology Industry;
United States;
Houston;
Texas
- 2020
- Working Paper
The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy
By: Dominika K. Sarnecka and Gary P. Pisano
Over the past few decades, a consensus has emerged that breakthrough innovations emerge from exploration of novel terrain while more routine innovations are the product of exploitation. In this paper, we revisit this explore versus exploit dichotomy with an analysis...
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Sarnecka, Dominika K., and Gary P. Pisano. "The Evolutionary Nature of Breakthrough Innovation: Re-Evaluating the Exploration vs. Exploitation Dichotomy." Harvard Business School Working Paper, No. 21-071, December 2020.
- December 2020
- Case
Komatsu and Smart Construction
By: Rajiv Lal, David J. Collis and Akiko Saito
Komatsu, Japan's leading construction equipment manufacturer, is considering investing in a digital platform "Smart Construction" that will digitise the entire work process on a construction site, allowing for substantial reductions in cost and time while improving...
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Keywords:
Business Model;
Strategy;
Construction;
Platform;
Digital Business;
Japan;
Business Model;
Strategy;
Construction Industry;
Japan
- Article
Want to See the Future of Digital Health Tools? Look to Germany
By: Ariel Dora Stern, Henrik Matthies, Julia Hagen, Jan B. Brönneke and Jörg F. Debatin
A new law will make it easier to introduce and determine the benefits of new tools. Perhaps its most important provisions are its formalization of “prescribable applications,” which include standard software, SaaS, and mobile as well as browser-based apps, and the...
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Keywords:
Health Care And Treatment;
Transformation;
Online Technology;
Technological Innovation;
Germany
Stern, Ariel Dora, Henrik Matthies, Julia Hagen, Jan B. Brönneke, and Jörg F. Debatin. "Want to See the Future of Digital Health Tools? Look to Germany." Harvard Business Review (website) (December 2, 2020).
- December 2020
- Article
Taking Innovation to the Streets: Micro-geography, Physical Structure and Innovation
By: Maria P. Roche
In this paper, we analyze how the physical layout of cities affects innovation by influencing the organization of knowledge exchange. We exploit a novel data set covering all Census Block Groups in the contiguous United States with information on innovation outcomes,...
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Keywords:
Microgeography;
Innovation;
Street Infrastructure;
Knowledge Exchange;
Interactions;
Geography;
City;
Innovation And Invention;
Knowledge Sharing
Roche, Maria P. "Taking Innovation to the Streets: Micro-geography, Physical Structure and Innovation." Review of Economics and Statistics 102, no. 5 (December 2020): 912–928.
- Article
Value of New Performance Information in Healthcare: Evidence from Japan
By: Susanna Gallani, Takehisa Kajiwara and Ranjani Krishnan
Mandatory measurement and disclosure of outcome measures are commonly used policy tools in
healthcare. The effectiveness of such disclosures relies on the extent to which the new information produced by the mandatory system is internalized by the healthcare...
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Keywords:
Value Of Information;
Feedback;
Patient Satisfaction;
Healthcare;
Health Care And Treatment;
Satisfaction;
Information;
Measurement And Metrics;
Performance Improvement
Gallani, Susanna, Takehisa Kajiwara, and Ranjani Krishnan. "Value of New Performance Information in Healthcare: Evidence from Japan." International Journal of Health Economics and Management 20, no. 4 (December 2020): 319–357.
- 2020
- Working Paper
In the Red: Overdrafts, Payday Lending and the Underbanked
The reordering of transactions from “high-to-low” is a controversial bank practice thought to maximize fees paid by low-income customers on overdrawn accounts. We exploit multiple class-action lawsuits resulting in mandatory changes to this practice, coupled with...
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Keywords:
Overdraft;
Payday Loans;
Excessive Fees;
Underbanked;
Underserved;
Banks And Banking;
Financing And Loans;
Customers;
Income;
Business Processes
Di Maggio, Marco, Angela Ma, and Emily Williams. "In the Red: Overdrafts, Payday Lending and the Underbanked." Working Paper, December 2020.
- 2020
- Working Paper
The Value of Descriptive Analytics: Evidence from Online Retailers
By: Ron Berman and Ayelet Israeli
Does the adoption of descriptive analytics impact online retailer performance, and if so, how? We use the synthetic control method to analyze the staggered adoption of a retail analytics dashboard by more than 1,000 e-commerce websites, and find an increase of 13–20%...
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Keywords:
Descriptive Analytics;
Big Data;
Synthetic Control;
E-commerce;
Online Retail;
Web Sites;
data And data Sets;
Performance;
Retail Industry
Berman, Ron, and Ayelet Israeli. "The Value of Descriptive Analytics: Evidence from Online Retailers." Harvard Business School Working Paper, No. 21-067, November 2020.
- 2020
- Working Paper
Social Influence in the COVID-19 Pandemic: Community Establishments’ Closure Decisions Follow Those of Nearby Chain Establishments
By: Abhishek Nagaraj, Mathijs de Vaan, Saqib Mumtaz and Sameer Srivastava
As conveners that bring various stakeholders into the same physical space, firms can powerfully influence the course of pandemics such as COVID-19. Even when operating under government orders and health guidelines, firms have considerable discretion to keep their...
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Nagaraj, Abhishek, Mathijs de Vaan, Saqib Mumtaz, and Sameer Srivastava. "Social Influence in the COVID-19 Pandemic: Community Establishments’ Closure Decisions Follow Those of Nearby Chain Establishments." Working Paper, December 2020.
- 2020
- Working Paper
Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?
By: Alvin J. Silk and Ernst R. Berndt
The two components of the advertising industry—the creative sector that develops and produces messages, and the communications sector that transmits messages via various media—have each been greatly affected by advances in creative design and communications...
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Silk, Alvin J., and Ernst R. Berndt. "Aggregate Advertising Expenditure in the U.S. Economy: What's Up? Is It Real?" NBER Working Paper Series, No. 28161, December 2020.
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Skip to Main Content Data Data Banking System Global Crises Data by Country Global Industry Bubble Watch Measuring Sentiment & Expectations The BFFS...
Institute For Strategy & Competitiveness About The Institute Research Areas Research Areas Health Care Competitiveness & Economic Development...