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- Faculty Publications (502)
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- All HBS Web (1,021)
- Faculty Publications (502)
- 2021
- Working Paper
Invisible Primes: Fintech Lending with Alternative Data
By: Marco Di Maggio, Dimuthu Ratnadiwakara and Don Carmichael
We exploit anonymized administrative data provided by a major fintech platform to investigate whether using alternative data to assess borrowers’ creditworthiness results in broader credit access. Comparing actual outcomes of the fintech platform’s model to...
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Keywords:
Fintech Lending;
Alternative Data;
Machine Learning;
Algorithm Bias;
Finance;
Information Technology;
Financing and Loans;
Analytics and Data Science;
Credit
Di Maggio, Marco, Dimuthu Ratnadiwakara, and Don Carmichael. "Invisible Primes: Fintech Lending with Alternative Data." Harvard Business School Working Paper, No. 22-024, October 2021.
- 2014
- Article
The Growth and Limits of Arbitrage: Evidence from Short Interest
By: Samuel G. Hanson and Adi Sunderam
We develop a novel methodology to infer the amount of capital allocated to quantitative equity arbitrage strategies. Using this methodology, which exploits time-variation in the cross section of short interest, we document that the amount of capital devoted to value...
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Hanson, Samuel G., and Adi Sunderam. "The Growth and Limits of Arbitrage: Evidence from Short Interest." Review of Financial Studies 27, no. 4 (April 2014): 1238–1286. (Winner of the RFS Rising Scholar Prize 2014. Internet Appendix Here.)
- 16 Nov 2011
- Working Paper Summaries
Private Equity and Employment
- Article
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
By: Edward McFowland III, Sandeep Gangarapu, Ravi Bapna and Tianshu Sun
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing context, public...
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Keywords:
Prescriptive Analytics;
Heterogeneous Treatment Effects;
Optimization;
Observed Rank Utility Condition (OUR);
Between-treatment Heterogeneity;
Machine Learning;
Decision Making;
Analysis;
Mathematical Methods
McFowland III, Edward, Sandeep Gangarapu, Ravi Bapna, and Tianshu Sun. "A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects." MIS Quarterly 45, no. 4 (December 2021): 1807–1832.
A Prescriptive Analytics Framework for Optimal Policy Deployment Using Heterogeneous Treatment Effects
We define a prescriptive analytics framework that addresses the needs of a constrained decision-maker facing, ex ante, unknown costs and benefits of multiple policy levers. The framework is general in nature and can be deployed in any utility maximizing...
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- January 2022
- Article
Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry
By: Young Hou and Dennis Yao
This paper exploits a natural experiment involving self-regulation in the ready-to-eat (RTE) breakfast cereal industry to evaluate the performance impact of product repositioning. It then examines how a product's brand equity value declines with repositioning distance...
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Keywords:
Positioning;
Resources;
Brand Equity;
Competitive Dynamics;
Non-market Strategy;
Regulation;
Repositioning;
Product Positioning;
Performance Evaluation;
Brands and Branding;
Competitive Strategy;
Consumer Products Industry
Hou, Young, and Dennis Yao. "Pushed into a Crowd: Repositioning Costs, Resources, and Competition in the RTE Cereal Industry." Strategic Management Journal 43, no. 1 (January 2022): 3–29.
- January 2021
- Article
Commuting and Innovation: Are Closer Inventors More Productive?
By: Hongyu Xiao, Andy Wu and Jaeho Kim
We estimate the causal effect of workplace–home commuting distance on inventor productivity. We construct a novel panel of U.S. inventors with precisely measured workplace–home distances and inventor-level productivity. Our identification strategy exploits firm office...
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Keywords:
Commuting;
Proximity;
Inventors;
Innovation;
Relocation;
Telecommuting;
Geographic Location;
Technological Innovation;
Innovation and Management;
Innovation Strategy;
United States
Xiao, Hongyu, Andy Wu, and Jaeho Kim. "Commuting and Innovation: Are Closer Inventors More Productive?" Art. 103300. Journal of Urban Economics 121 (January 2021).
- March 2018
- Article
Financing the African Colonial State: The Revenue Imperative and Forced Labor
Although recent studies on African colonial tax systems have deepened our understanding of early fiscal capacity building efforts in the region, they have largely ignored the contributions from a widely used but invisible source of state revenue: that of labor...
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van Waijenburg, Marlous. "Financing the African Colonial State: The Revenue Imperative and Forced Labor." Journal of Economic History 78, no. 1 (March 2018): 40–80.
- October 2012
- Case
Riding the Wave of Technological Change at RE/MAX, LLC.
By: Lynda M. Applegate, Ramiro Montealegre and Jeffrey Sweeney
David Liniger, cofounder of RE/MAX, LLC., wondered if his business was prepared to exploit the next wave of business opportunities in the real estate market. This industry had moved from one in which broker/owners controlled all of the consumers' access to information,...
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Keywords:
General Management;
Business Strategy;
Entrepreneurship;
Business Model;
Information Technology;
Transformation;
Organizational Change and Adaptation
Applegate, Lynda M., Ramiro Montealegre, and Jeffrey Sweeney. "Riding the Wave of Technological Change at RE/MAX, LLC." Harvard Business School Case 813-054, October 2012.
- January 2011 (Revised June 2011)
- Case
Fixed Income Arbitrage in a Financial Crisis (A): US Treasuries in November 2008
Investment manager James Franey confronts an apparent arbitrage opportunity during the global financial crisis of 2008 when he notices a wide yield spread between two U.S. Treasury bonds that mature on the same date. Franey must decide if there is an opportunity, how...
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Keywords:
Bonds;
Valuation;
Interest Rates;
Financial Crisis;
Financial Services Industry;
United States
Taliaferro, Ryan D., and Stephen Blyth. "Fixed Income Arbitrage in a Financial Crisis (A): US Treasuries in November 2008." Harvard Business School Case 211-049, January 2011. (Revised June 2011.)
- January 2002 (Revised April 2015)
- Background Note
A Note on Maneuvering in War and Negotiation
By: Michael Wheeler and Gillian Morris
Military metaphors are commonplace in business writing about strategy, but they are rarely used in the negotiation literature. This case takes the Marine Corps philosophy of warfighting and compares it with the tactics and techniques of effective negotiators. Some of...
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Wheeler, Michael, and Gillian Morris. "A Note on Maneuvering in War and Negotiation." Harvard Business School Background Note 902-157, January 2002. (Revised April 2015.)
- 2022
- Working Paper
Demand-and-Supply Imbalance Risk and Long-Term Swap Spreads
By: Samuel G. Hanson, Aytek Malkhozov and Gyuri Venter
We develop and test a model in which swap spreads are determined by end users' demand for and constrained intermediaries' supply of long-term interest rate swaps. Swap spreads reflect compensation both for using scarce intermediary capital and for bearing convergence...
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Hanson, Samuel G., Aytek Malkhozov, and Gyuri Venter. "Demand-and-Supply Imbalance Risk and Long-Term Swap Spreads." Working Paper, December 2022.
- 2022
- Working Paper
Failing Just Fine: Assessing Careers of Venture Capital-backed Entrepreneurs via a Non-wage Measure
By: Natee Amornsiripanitch, Paul Gompers, George Hu, Will Levinson and Vladimir Mukharlyamov
This paper proposes a non-pecuniary measure of career achievement, Seniority. Based on a database of over 5 million resumes, this metric exploits the variation in job titles and how long they take to attain. When non-monetary factors influence career choice, inference...
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Keywords:
Career Outcomes;
Founders;
Personal Development and Career;
Venture Capital;
Entrepreneurship
Amornsiripanitch, Natee, Paul Gompers, George Hu, Will Levinson, and Vladimir Mukharlyamov. "Failing Just Fine: Assessing Careers of Venture Capital-backed Entrepreneurs via a Non-wage Measure." NBER Working Paper Series, No. 30179, June 2022.
- May 2016
- Article
Return Migration and Geography of Innovation in MNEs: A Natural Experiment of Knowledge Production by Local Workers Reporting to Return Migrants
I study whether return migrants facilitate knowledge production by local employees working for them at geographically distant R&D locations. Using unique personnel and patenting data for 1,315 employees at the Indian R&D center of a Fortune 500 technology firm, I...
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Choudhury, Prithwiraj. "Return Migration and Geography of Innovation in MNEs: A Natural Experiment of Knowledge Production by Local Workers Reporting to Return Migrants." Journal of Economic Geography 16, no. 3 (May 2016): 585–610.
- 2022
- Working Paper
Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions
We empirically analyze how managerial overrides to a commercial algorithm that forecasts demand and schedules labor affect store performance. We analyze administrative data from a large grocery retailer that utilizes a commercial algorithm to forecast demand and...
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Keywords:
Employees;
Human Capital;
Performance;
Applications and Software;
Management Skills;
Management Practices and Processes;
Retail Industry
Kwon, Caleb, Ananth Raman, and Jorge Tamayo. "Human-Computer Interactions in Demand Forecasting and Labor Scheduling Decisions." Working Paper, December 2022.
- Forthcoming
- Article
Second Chance: Life with Less Student Debt
By: Marco Di Maggio, Ankit Kalda and Vincent Yao
This paper examines the effect of student debt relief on individual credit and labor market outcomes. We exploit an episode of plausibly random debt discharge due to the loss of paperwork for thousands of borrowers to examine the effects of private student debt relief...
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Keywords:
Student Debt;
Private Student Loans;
Legal Settlement;
Mobility;
Debt Collection;
Debt Relief;
Personal Finance;
Borrowing and Debt;
Outcome or Result
Di Maggio, Marco, Ankit Kalda, and Vincent Yao. "Second Chance: Life with Less Student Debt." Journal of Finance (forthcoming).
- 2015
- Article
Regulator Leniency and Mispricing in Beneficent Nonprofits
By: Jonas Heese, Ranjani Krishnan and Frank Moers
We posit that nonprofits that provide a greater supply of unprofitable services (beneficent nonprofits) face lenient regulatory enforcement for mispricing in price-regulated markets. Consequently, beneficent nonprofits exploit such regulatory leniency and exhibit...
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- May 2009
- Article
Lobbies and Technology Diffusion
By: Diego Comin and Bart Hobijn
This paper explores whether lobbies slow down technology diffusion. To answer this question, we exploit the differential effect of various institutional attributes that should affect the costs of erecting barriers when the new technology has a technologically close...
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Comin, Diego, and Bart Hobijn. "Lobbies and Technology Diffusion." Review of Economics and Statistics 91, no. 2 (May 2009): 229–244.
- 2007
- Working Paper
Innovation through Global Collaboration: A New Source of Competitive Advantage
By: Alan MacCormack, Theodore Forbath, Peter Brooks and Patrick Kalaher
Many recent studies highlight the need to rethink the way we manage innovation. Traditional approaches, based on the assumption that the creation and pursuit of new ideas is best accomplished by a centralized and collocated R&D team, are rapidly becoming outdated....
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Keywords:
Collaborative Innovation and Invention;
Groups and Teams;
Research and Development;
Performance Improvement;
Management Practices and Processes;
Partners and Partnerships;
Competency and Skills;
Framework;
Competitive Advantage;
Global Strategy;
Opportunities;
Cost
MacCormack, Alan, Theodore Forbath, Peter Brooks, and Patrick Kalaher. "Innovation through Global Collaboration: A New Source of Competitive Advantage." Harvard Business School Working Paper, No. 07-079, July 2007. (revised August 2007.)
- Article
Price and Quality Decisions by Self-Serving Managers
By: Marco Bertini, Daniel Halbheer and Oded Koenigsberg
We present a theory of price and quality decisions by managers who are self-serving. In the theory, firms stress the price or quality of their products, but not both. Accounting for this, managers exploit any uncertainty about the cause of market outcomes to credit...
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Keywords:
Causal Reasoning;
Self-serving Bias;
Strategic Orientation;
Managerial Decision-making;
Price;
Quality;
Decision Making;
Theory
Bertini, Marco, Daniel Halbheer, and Oded Koenigsberg. "Price and Quality Decisions by Self-Serving Managers." International Journal of Research in Marketing 37, no. 2 (June 2020): 236–257.