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Economics Faculty Articles and Research

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Explainable Ai Helps Bridge The Ai Skills Gap: Evidence From A Large Bank, Selina Carter, Jonathan Hersh Dec 2022

Explainable Ai Helps Bridge The Ai Skills Gap: Evidence From A Large Bank, Selina Carter, Jonathan Hersh

Economics Faculty Articles and Research

Advances in machine learning have created an “AI skills gap” both across and within firms. As AI becomes embedded in firm processes, it is unknown how this will impact the digital divide between workers with and without AI skills. In this paper we ask whether managers trust AI to predict consequential events, what manager characteristics are associated with increasing trust in AI predictions, and whether explainable AI (XAI) affects users’ trust in AI predictions. Partnering with a large bank, we generated AI predictions for whether a loan will be late in its final disbursement. We embedded these predictions into a …


How Apis Create Growth By Inverting The Firm, Seth G. Benzell, Jonathan Hersh, Marshall Van Alstyne Mar 2022

How Apis Create Growth By Inverting The Firm, Seth G. Benzell, Jonathan Hersh, Marshall Van Alstyne

Economics Faculty Articles and Research

Traditional asset management strategy has emphasized building barriers to entry or closely guarding unique assets to maintain a firm’s comparative advantage. A new “Inverted Firm” paradigm, however, has emerged. Under this strategy, firms share data seeking to become platforms by opening digital services to third-parties and capturing part of their external surplus. This contrasts with a “pipeline” strategy where the firm itself creates value. This paper quantitatively estimates the effect of adopting an inverted firm strategy through the lens of Application Programming Interfaces (APIs), a key enabling technology. Using both public data and that of a private API development firm, …


The Efficiency Of U.S. Public Space Utilization During The Covid-19 Pandemic, Seth G. Benzell, Avinash Collis, Christos Nicolaides Sep 2021

The Efficiency Of U.S. Public Space Utilization During The Covid-19 Pandemic, Seth G. Benzell, Avinash Collis, Christos Nicolaides

Economics Faculty Articles and Research

The COVID-19 pandemic has called for and generated massive novel government regulations to increase social distancing for the purpose of reducing disease transmission. A number of studies have attempted to guide and measure the effectiveness of these policies, but there has been less focus on the overall efficiency of these policies. Efficient social distancing requires implementing stricter restrictions during periods of high viral prevalence and rationing social contact to disproportionately preserve gatherings that produce a good ratio of benefits to transmission risk. To evaluate whether U.S. social distancing policy actually produced an efficient social distancing regime, we tracked consumer preferences …


Technology Transfer In Spatial Competition When Licensees Are Asymmetric, Sougata Poddar, Swapnendu Banerjee, Monalisa Ghosh Sep 2020

Technology Transfer In Spatial Competition When Licensees Are Asymmetric, Sougata Poddar, Swapnendu Banerjee, Monalisa Ghosh

Economics Faculty Articles and Research

We study technology transfer in a spatial competition with two asymmetric licensees (firms) with an outside innovator who decides how many licenses to offer and the optimal licensing contract. We show the optimal licensing policy is pure royalty contract to both licensees leading to a complete diffusion of the new technology. The result holds irrespective of the cost differentials between the licensees and for innovation of all sizes, that is, drastic or non‐drastic. This robust finding although supports the dominance of royalty licensing in practice; however, consumers may not be necessarily better off. We also throw light on the situation …


Rationing Social Contact During The Covid-19 Pandemic: Transmission Risk And Social Benefits Of Us Locations, Seth G. Benzell, Avinash Collis, Christos Nicolaides Jun 2020

Rationing Social Contact During The Covid-19 Pandemic: Transmission Risk And Social Benefits Of Us Locations, Seth G. Benzell, Avinash Collis, Christos Nicolaides

Economics Faculty Articles and Research

To prevent the spread of coronavirus disease 2019 (COVID-19), some types of public spaces have been shut down while others remain open. These decisions constitute a judgment about the relative danger and benefits of those locations. Using mobility data from a large sample of smartphones, nationally representative consumer preference surveys, and economic statistics, we measure the relative transmission reduction benefit and social cost of closing 26 categories of US locations. Our categories include types of shops, entertainments, and service providers. We rank categories by their trade-off of social benefits and transmission risk via dominance across 13 dimensions of risk and …


Review Of The Promise And Peril Of Credit: What A Forgotten Legend About Jews And Finance Tells Us About The Making Of European Commercial Society, Jared Rubin Sep 2019

Review Of The Promise And Peril Of Credit: What A Forgotten Legend About Jews And Finance Tells Us About The Making Of European Commercial Society, Jared Rubin

Economics Faculty Articles and Research

A review of The Promise and Peril of Credit: What a Forgotten Legend about Jews and Finance Tells Us about the Making of European Commercial Society, by Francesca Trivellato, published by Princeton University Press.


Technology Licensing And Innovation – A Correction On Two-Part Tariff Analysis, Yuanzhu Lu, Swapnendu Banerjee, Sougata Poddar Aug 2019

Technology Licensing And Innovation – A Correction On Two-Part Tariff Analysis, Yuanzhu Lu, Swapnendu Banerjee, Sougata Poddar

Economics Faculty Articles and Research

The main purpose of this note is two-fold: (i) Correcting an error in the two-part tariff licensing contract, and (ii) Altering one of the main results following the two-part tariff analysis in Mukherjee and Mukherjee (2013). This also strengthens the primary conclusion of Mukherjee and Mukherjee (2013).


Creativity And Cognitive Skills Among Millennials: Thinking Too Much And Creating Too Little, Brice Corgnet, Antonio M. Espín, Roberto Hernán-González Oct 2016

Creativity And Cognitive Skills Among Millennials: Thinking Too Much And Creating Too Little, Brice Corgnet, Antonio M. Espín, Roberto Hernán-González

Economics Faculty Articles and Research

Organizations crucially need the creative talent of millennials but are reluctant to hire them because of their supposed lack of diligence. Recent studies have shown that hiring diligent millennials requires selecting those who score high on the Cognitive Reflection Test (CRT) and thus rely on effortful thinking rather than intuition. A central question is to assess whether the push for recruiting diligent millennials using criteria such as cognitive reflection can ultimately hamper the recruitment of creative workers. To answer this question, we study the relationship between millennials' creativity and their performance on fluid intelligence (Raven) and cognitive reflection (CRT) tests. …


From Hard Money To Branch Banking California Banking In The Gold Rush Economy, Larry Schweikart, Lynne Pierson Doti Apr 2016

From Hard Money To Branch Banking California Banking In The Gold Rush Economy, Larry Schweikart, Lynne Pierson Doti

Economics Faculty Articles and Research

In Gold Rush–era California, banking and the financial sector evolved in often distinctive ways because of the Gold Rush economy. More importantly, the abundance of gold on the West Coast provided an interesting test case for some of the critical economic arguments of the day, especially for those deriving from the descending—but still powerful—positions of the “hard money” Jacksonians.


Cognitive Reflection And The Diligent Worker: An Experimental Study Of Millennials, Brice Corgnet, Roberto Hernán-González, Ricardo Mateo Nov 2015

Cognitive Reflection And The Diligent Worker: An Experimental Study Of Millennials, Brice Corgnet, Roberto Hernán-González, Ricardo Mateo

Economics Faculty Articles and Research

Recent studies have shown that despite crucially needing the creative talent of millennials (people born after 1980) organizations have been reluctant to hire young workers because of their supposed lack of diligence. We propose to help resolve this dilemma by studying the determinants of task performance and shirking behaviors of millennials in a laboratory work environment. We find that cognitive ability is a good predictor of task performance in line with previous literature. In contrast with previous research, personality traits do not consistently predict either task performance or shirking behaviors. Shirking behaviors, as measured by the time participants spent browsing …


Firing Threats: Incentive Effects And Impression Management, Brice Corgnet, Roberto Hérnan-Gonzalez, Stephen J. Rassenti May 2015

Firing Threats: Incentive Effects And Impression Management, Brice Corgnet, Roberto Hérnan-Gonzalez, Stephen J. Rassenti

Economics Faculty Articles and Research

We study the effect of firing threats in a virtual workplace that reproduces features of existing organizations. We show that organizations in which bosses can fire up to one third of their workforce produce twice as much as organizations for which firing is not possible. Firing threats sharply decrease on-the-job leisure. Nevertheless, organizations endowed with firing threats underperformed those using individual incentives. In the presence of firing threats, employees engage in impression management activities to be seen as hard-working individuals in line with our model. Finally, production levels dropped substantially when the threat of being fired was removed, whereas on-the-job …


Robust Determinants Of Bilateral Trade, Marianne Baxter, Jonathan Hersh May 2015

Robust Determinants Of Bilateral Trade, Marianne Baxter, Jonathan Hersh

Economics Faculty Articles and Research

What are the policies and country-level conditions which best explain bilateral trade flows between countries? As databases expand, an increasing number of possible explanatory variables are proposed that influence bilateral trade without a clear indication of which variables are robustly important across contexts, time periods, and which are not sensitive to inclusion of other control variables. To shed light on this problem, we apply three model selection methods – Lasso reguarlized regression, Bayesian Model Averaging, and Extreme Bound Analysis -- to candidate variables in a gravity models of trade. Using a panel of 198 countries covering the years 1970 to …


Resource Adequacy: Should Regulators Worry?, Hernan D. Bejarano, Lance Clifner, Carl Johnston, Stephen J. Rassenti, Vernon L. Smith Jan 2012

Resource Adequacy: Should Regulators Worry?, Hernan D. Bejarano, Lance Clifner, Carl Johnston, Stephen J. Rassenti, Vernon L. Smith

Economics Faculty Articles and Research

Regulators have proposed various institutional alternatives to secure network resource adequacy and reasonably priced electric power for consumers. These alternatives prompt many difficult questions: Does the development of Demand Response reduce the need for new capacity? How effectively can a government-mandated Capacity Market foster efficient investment? How does centralized generator commitment (with revenue guarantees) compare to a system in which Generators voluntarily commit themselves with no revenue guarantees? If exclusive distribution contracts were replaced by unregulated retail competition, what would be the effects on investment and market prices? We use laboratory experiments to address these questions.


Sweet Diversity: Colonial Goods And The Welfare Gains From Trade After 1492, Jonathan Hersh, Hans-Joachim Voth Jan 2011

Sweet Diversity: Colonial Goods And The Welfare Gains From Trade After 1492, Jonathan Hersh, Hans-Joachim Voth

Economics Faculty Articles and Research

When did overseas trade start to matter for living standards? Traditional real-wage indices suggest that living standards in Europe stagnated before 1800. In this paper, we argue that welfare rose substantially, but surreptitiously, because of an influx of new goods as a result of overseas trade. Colonial luxuries such as tea, coffee, and sugar transformed European diets after the discovery of America and the rounding of the Cape of Good Hope. These goods became household items in many countries by the end of the 18th century. We use three different methods to calculate welfare gains based on price data and …


An Experimental Analysis Of The Demand For Payday Loans, Bart J. Wilson, David W. Findlay, James W. Meehan Jr., Charissa P. Wellford, Karl Schurter Jan 2010

An Experimental Analysis Of The Demand For Payday Loans, Bart J. Wilson, David W. Findlay, James W. Meehan Jr., Charissa P. Wellford, Karl Schurter

Economics Faculty Articles and Research

The payday loan industry is one of the fastest growing segments of the consumer financial services market in the United States. We design an environment similar to the one that payday loan customers face and then conduct a laboratory experiment to examine what effect, if any, the existence of payday loans has on individuals' abilities to manage and to survive financial setbacks. Our primary objective is to examine whether access to payday loans improves or worsens the likelihood of financial survival in our experiment. We also test the degree to which people's use of payday loans affects their ability to …


The Alliance Formation Puzzle And Capacity Constraints, Kai A. Konrad, Dan Kovenock Jan 2009

The Alliance Formation Puzzle And Capacity Constraints, Kai A. Konrad, Dan Kovenock

Economics Faculty Articles and Research

The formation of an alliance in conflict situations is known to suffer from a collective action problem and from the potential of internal conflict. We show that budget constraints of an intermediate size can overcome this strong disadvantage and explain the formation of alliances.


Competition For Fdi With Vintage Investment And Agglomeration Advantages, Kai A. Konrad, Dan Kovenock Jan 2009

Competition For Fdi With Vintage Investment And Agglomeration Advantages, Kai A. Konrad, Dan Kovenock

Economics Faculty Articles and Research

Countries compete for new FDI investment, whereas stocks of FDI generate agglomeration benefits and are potentially subject to extortionary taxation. We study the interaction between these aspects in a simple vintage capital framework with discrete time and an infinite horizon, focussing on Markov perfect equilibrium. We show that the equilibrium taxation destabilizes agglomeration advantages. The agglomeration advantage is valuable, but is exploited in the short run. The tax revenue in the equilibrium is substantial, and higher on “old” FDI than on “new” FDI, even though countries are not allowed to use discriminatory taxation. If countries can provide fiscal incentives for …


Price Dispersion With Directed Search, Gabriele Camera, Cemil Selcuk Jan 2009

Price Dispersion With Directed Search, Gabriele Camera, Cemil Selcuk

Economics Faculty Articles and Research

We present a model that generates empirically plausible price distributions in directed search equilibrium. There are many identical buyers and many identical capacity-constrained sellers who post prices. These prices can be renegotiated to some degree and the outcome depends on the number of buyers who want to purchase the good. In equilibrium all sellers post the same price, demand is randomly distributed, and there is sale price dispersion. Prices and distributions depend on market tightness and on the properties of renegotiation outcomes. In a labor market context, the model generates a strong empirical prediction. If workers can renegotiate the posted …


Social Insurance, Commitment, And The Origin Of Law: Interest Bans In Early Christianity, Jared Rubin Jan 2009

Social Insurance, Commitment, And The Origin Of Law: Interest Bans In Early Christianity, Jared Rubin

Economics Faculty Articles and Research

Despite the historical importance of ideology-based, economically inhibitive laws, we know little about the economic factors underlying their origin. This paper accounts for the historical emergence of one such law: the Christian ban on taking interest--a doctrine that shaped the evolution of numerous financial contracts and related organizational forms. A game-theoretic analysis and historical evidence suggest that the Church's commitment to providing social insurance for its poorest constituents encouraged risky borrowing, which the Church attempted to limit by banning interest. The analysis highlights the applicability of the rational choice framework to seemingly irrational actions and laws, the role of nonmonetary …


Human Nature: An Economic Perspective, Vernon L. Smith Jan 2004

Human Nature: An Economic Perspective, Vernon L. Smith

Economics Faculty Articles and Research

An economist writing on the topic of human nature is surely expected to talk about decision making by narrowly self-interested rational agents.


A Comparison Of Auctions And Multilateral Negotiations, Charles J. Thomas, Bart J. Wilson Jan 2002

A Comparison Of Auctions And Multilateral Negotiations, Charles J. Thomas, Bart J. Wilson

Economics Faculty Articles and Research

We compare first-price auctions to an exchange process that we term 'multilateral negotiations.' In multilateral negotiations, a buyer solicits price offers for a homogeneous product from sellers with privately known costs, and then plays the sellers off one another to obtain additional price concessions. Using the experimental method, we find that with four sellers, transaction prices are statistically indistinguishable in the two institutions, but with two sellers, prices are higher in multilateral negotiations than in first-price auctions. The institutions are equally efficient with two sellers, but multilateral negotiations are slightly more efficient with four sellers.


An International Survey Of Free Banking Periods: Us, California, France, Australia, Switzerland, And Scotland, Frank Doti, David Cassell Jan 1997

An International Survey Of Free Banking Periods: Us, California, France, Australia, Switzerland, And Scotland, Frank Doti, David Cassell

Economics Faculty Articles and Research

This article studies free banking periods worlwide.


Effect Of Regulation On Banking: California 1879-1929, Lynne Doti, Richard Runyon Jan 1996

Effect Of Regulation On Banking: California 1879-1929, Lynne Doti, Richard Runyon

Economics Faculty Articles and Research

California had a virtually unregulated banking environment until the first comprehensive banking regulations were passed in 1905. These regulations, and subsequent changes in 1909, required reserves and paid-up capital. Several tests of commonly accepted measures of safety, such as bank reserves, paid-up capital, bank failures, and real estate loans that resulted in foreclosure, are compared for selected years before and after the regulations. Results do not clearly demonstrate that regulation enhanced the safety of individual banks, but do support the conclusion that regulation enhanced the safety of the banking system as a whole.


Capital Structure And Product-Market Rivalry: How Do We Reconcile Theory And Evidence?, Dan Kovenock, Gordon Phillips Jan 1995

Capital Structure And Product-Market Rivalry: How Do We Reconcile Theory And Evidence?, Dan Kovenock, Gordon Phillips

Economics Faculty Articles and Research

This paper presents empirical evidence on the interaction of capital structure decisions and product market behavior. We examine when firms recapitalize and increase the proportion of debt in their capital structure. The evidence in this paper shows that firms with low productivity plants in highly concentrated industries are more likely to recapitalize and increase debt financing. This finding suggests that debt plays a role in highly concentrated industries where agency costs are not significantly reduced by product market competition. Following the empirical evidence we introduce the "strategic investment" effects of debt and argue that this effect, in conjunction with agency …


Nationwide Branching: Some Lessons From California, Lynne Doti Jan 1991

Nationwide Branching: Some Lessons From California, Lynne Doti

Economics Faculty Articles and Research

California provides a case study of a large and diverse geographic area with few restrictions on branch banking. In spite of the lack of restrictions, branching occurred primarily in two periods, the 1920's and 1960's. Large banks took over smaller banks during these periods, but, particularly in the 1960's, new banks opened to fill the gap. Branching without limitation did not result in a few banks dominating the market.


Financing The Postwar Housing Boom In Phoenix And Los Angeles, 1945-1960, Lynne Doti, Larry Schweikart May 1989

Financing The Postwar Housing Boom In Phoenix And Los Angeles, 1945-1960, Lynne Doti, Larry Schweikart

Economics Faculty Articles and Research

This article compares the real estate markets in Los Angeles, CA to Phoenix, AZ.


Financing The Postwar Housing Boom In Phoenix And Los Angeles, 1945-1960, Lynne Doti, Larry Schweikart Jan 1989

Financing The Postwar Housing Boom In Phoenix And Los Angeles, 1945-1960, Lynne Doti, Larry Schweikart

Economics Faculty Articles and Research

This article compares the real estate markets in Los Angeles, CA to Phoenix, AZ.


Capital Gains Taxation In An Economy With An ‘Austrian Sector’, Dan Kovenock, Michael Rothschild Jan 1983

Capital Gains Taxation In An Economy With An ‘Austrian Sector’, Dan Kovenock, Michael Rothschild

Economics Faculty Articles and Research

This paper examines the effects of a proportional capital gains in an economy with an Austrian sector (with wine and trees) and an ordinary sector. We analyze the effect of capital gains taxation (on both an accrual and a realization basis) on the efficiency with which resources are used within the Austrian sector. Since time is the only input which can be varied in the Austrian sector, this amounts to looking at the effect of capital gains taxation on the harvesting time or selling time of assets. Accrual taxation decreases the selling time of Austrian assets. Realization taxation decreases the …


Banking In Orange County: Early Years, Lynne Doti Jan 1980

Banking In Orange County: Early Years, Lynne Doti

Economics Faculty Articles and Research

This article explores the beginnings of banking in Orange County.


Optimal Insurance Coverage, Vernon L. Smith Jan 1968

Optimal Insurance Coverage, Vernon L. Smith

Economics Faculty Articles and Research

There is limited treatment of the optimal protection of assets against casualty or liability loss. The problem of optimal insurance coverage is formally similar to the problem of optimal inventory stockage under uncertainty. If casualty or liability loss (demand) is less than the insurance coverage (inventory level), excessive insurance cost (inventory holding cost) is incurred. If casualty or liability loss (demand) is greater than the insurance coverage (inventory level), one must absorb the cost of the unrecoverable loss (sales loss). These two components of loss must be balanced in determining optimal insurance (inventory) levels.