Econometrics Commons^™

On The Generalizability Of Using Mobile Devices To Conduct Economic Experiments, Yiting Guo, Jason Shachat, Matthew J. Walker, Lijia Wei

ESI Working Papers

Recent technological advances enable the implementation of online, field and hybrid experiments using mobile devices. Mobile devices enable sampling of incentivized decisions in more representative samples, consequently increasing the generalizability of results. Generalizability might be compromised, however, if the device is a relevant behavioural confound. This paper reports on a battery of common economic games and decision-making tasks in which we systematically randomize the decision-making device (computer versus mobile phone) and the laboratory setup (physical versus online). The results offer broad support for conducting decision experiments using mobile devices. For six out of eight tasks, we find robust null results …

The Optimal Cross-Border Network Structure Of Chinese Commercial Banks — An Analysis Based On The New Structural Economics And New Structural Finance Theory, Hongjie Gu

Fordham Dissertations and Theses

With the unprecedented global economic integration, the internationalization of commercial banks (CBs) in a country or region can be closely related to the stability and prosperity of the world economy. The internationalization of Chinese CBs has turned out a non-negligible trend, particularly the big four state-owned CBs. The acceleration of “going global” has enabled Chinese CBs to exert an increasing influence on the world economy. This dissertation applies New Structural Economics theory (NSE) through the “one analysis and three inductions” methodology to analyze the evolution of the cross-border network structure adopted by CBs in the internationalization process. In this dissertation, …

The Effect Of Income On Healthy Food Options, Hannah M. Doherty

Undergraduate Economic Review

This paper explores the effect of income per capita on the number of grocery stores and fast-food franchises in an area. Using a panel dataset to allow for the inclusion of every county in the United States across a period of three years, the results suggest that the income per capita of a county significantly impacts the number of grocery stores and fast-food restaurants in the area. Other factors such as education, age, and attributes regarding time constraints also play an important role in determining the number of grocery stores and fast-food franchises in a location.

Essays On Socioeconomic Shocks And Policies In Agriculture, Wilman Iglesias

Department of Agricultural Economics: Dissertations, Theses, and Student Research

The three chapters of this doctoral dissertation estimate the responses of agricultural productivity, production value of agriculture, and crop supply to some external shocks and policies. Using unique panel datasets for Colombia and the United States, this research provides new insights regarding the responsiveness of agriculture to some socioeconomic effects and related market policies. Chapter 1 studies the impact of armed conflicts in rural areas on legal agricultural productivity in Colombia by using a production function that includes violence shocks such as the forced intra-national displacement of the rural population from 1995 to 2017. Chapter 2 investigates the effect of …

Who Withdraws First? Line Formation During Bank Runs, Hubert János Kiss, Ismael Rodriguez-Lara, Alfonso Rosa-Garcia

ESI Working Papers

We study how lines form in front of banks. In our model, depositors choose first the level of effort to arrive early at the bank and then whether or not to withdraw their deposit. We argue that the informational environment (i.e., the possibility of observing the action of others) affects the emergence of bank runs and should, therefore, influence the line formation. We test this prediction experimentally. While the informational environment has no effect on the line formation when we look at the average level of effort, our findings suggest that the reasons to arrive early at the bank varies …

Agency, Benevolence And Justice, Prithvijit Mukherjee, J. Dustin Tracy

ESI Working Papers

We test for social norms regarding how Agents should select between risky prospects for Principals, including norms consistent with observations by Adam Smith. We elicit norms from subjects serving as ``impartial spectator[s]" about the choice of risky prospects selected by the Agents. We find strong evidence for the existence of norms, consistent with Smith's observations. Furthermore, we find that Agents are more likely to select more normative options. In contrast, we find that Principals' allocation for bonuses depends on the realization of the risky prospect rather than whether the Agents' choice was consistent with the norm.

Cryptocurrencies Bandwagon…Fad Wave Or Investment Asset? Firm Level Analysis Of Panel Data In Egypt, Yasmine Galal

Theses and Dissertations

The crypto market is growing rapidly and gaining momentum globally. The current study is tackling the impact of the crypto exchanges on the stock market in Egypt. The author consolidated firm level data from DataStream and Cryptocurrency data from CoinDesk to conduct this study over the period 2014-2020. The methodology is based on Fixed Effect and IV-GMM models to study the differential impact across sectors and firm attributes. Our main findings can be highlighted as follows: (a) cryptocurrencies are substitutes to stocks. (b)Two periods are highlighted in the analysis: 2016 post currency devaluation and COVID-19 pandemic, where the adoption was …

Data For "Agency, Benevolence And Justice", Prithvijit Mukherjee, J. Dustin Tracy

ESI Data Sets

We test for social norms regarding how agents should select between risky prospects for principals, including norms consistent with beneficence and justice propositions from Adam Smith. We elicit norms from subjects serving as "impartial spectator[s]" about choice of risky prospect selected by the agents. We find strong evidence for the existence of norms, consistent with the Smith propositions. Furthermore we find that agents are more likely to select more normative options. In contrast, we find that principals' allocation for bonuses depends on the realization of the risky prospect rather than whether the agents choice was consistent with the norm.

The No-Arbitrage Hypothesis And Inertia In Forward Markets, José Luis Ferreira, Praveen Kujal, Stephen Rassenti

ESI Working Papers

Allaz (1992) showed that the no-arbitrage condition in forward markets is obtained as a feature of the equilibrium if the model allows for strategic behavior on the part of the buyers. He showed that having active buyers is equivalent to passive buyers plus the no-arbitrage hypothesis. We test this experimentally in a forward market by allowing for active buyer’s under exogenously or endogenously determined market closure. We further test an inertia hypothesis that looks at whether past participation in a spot-market results in quantities being limited in the forward market stage. Importantly, the no-arbitrage condition can only be tested with …

The Effects Of Environmental Corporate Social Responsibility On Financial Returns, Kevin Acevedo

Theses and Dissertations

A major issue concerning companies is global warming and the impact that firms have on the environment. Companies are taking steps towards sustainability, but it is unclear if sustainable business practices are beneficial to companies’ financial performance. This paper examines the effect of environmental corporate social responsibility (CSR) of Fortune 250 companies on financial performance. The analysis reveals significant effects on financial performance, but they are inconsistent and hard to interpret.

Eigenvalues + Shaikh Nassif Coronado Paper, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

• Eigenvalue distribution, matrix size and the shape of the rank-size eigenvalue moduli curve by Anwar Shaikh, Nassif, and Coronado (unpublished work).
• Shaikh, A. (2010, September 27). Bienenfeld approximation. (Unpublished manuscript note).
• Shaikh, A. (2020, August 8). Sraffa prices & normalization. (Unpublished manuscript note).
• Shaikh, A. (2021, June 15). Marx / Adrian. (Unpublished manuscript note).
• Shaikh, A. (2021, September 13). Economic Systems Research final review correspondence. (Unpublished manuscript note).
• Shaikh, A. (2021, December 27). Do subdominant normalized eigenvalues all approach 1? (Unpublished manuscript note).
• Shaikh, A. (2022, January 9). Greenberger. (Unpublished manuscript note). …

Eigenvalue Ii, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

• Eigenvalue II by Anwar Shaikh (unpublished work).
• Lahr, M. (2021, September 13). Economic Systems Research final review correspondence. (Unpublished manuscript correspondence).
• Shaikh, A. (2022, June 12). Manuscript revision notes for Economic Systems Research. (Unpublished manuscript note).
• Caldwell, B. (2021, February 16). Biographical statement: Bruce Caldwell. (Unpublished seminar introduction).
• Hamilton, J. R., & Jensen, R. C. (1983). Summary measures of interconnectedness for input-output models. Environment and Planning A, 15(1), 55–65. Pion.
• Shaikh, A. (2021, March 3). From power law to stretched exponential. (Unpublished manuscript note).
• Shaikh, A. (2021, March 2). Eigenvalue paper …

Perishable Goods Versus Re-Tradable Assets: A Theoretical Reappraisal Of A Fundamental Dichotomy, Sabiou M. Inoua, Vernon L. Smith

ESI Working Papers

Although various typologies of goods are commonly adopted in economics, one stood out in market experiment results contrasting market stability and efficiency with market instability: non-durable, or perishable, goods (Smith, 1962) versus durable re-tradable assets (Smith et al., 1988; Dickhaut et al., 2012; S. D. Gjerstad et al., 2015). This dichotomy of goods also proved central for understanding macroeconomic instability more broadly: about 75% of consumer spending is bought for final consumption, and is a rock of stability; instability arises from the other 25% re-tradable goods, most prominently, houses (S. D. Gjerstad & Smith, 2014). In this chapter, we revisit …

A Reassessment Of The Potential For Loss-Framed Incentive Contracts To Increase Productivity: A Meta-Analysis And A Real-Effort Experiment, Paul J. Ferraro, J. Dustin Tracy

ESI Working Papers

Substantial productivity increases have been reported when incentives are framed as losses rather than gains. Loss-framed contracts have also been reported to be preferred by workers. The results from our meta-analysis and real-effort experiment challenge these claims. The meta-analysis' summary effect size of loss framing is a 0.16 SD increase in productivity. Whereas the summary effect size in laboratory experiments is a 0.33 SD, the summary effect size from field experiments is 0.02 SD. We detect evidence of publication biases among laboratory experiments. In a new laboratory experiment that addresses prior design weaknesses, we estimate an effect size of 0.12 …

Beware The Gini Index! A New Inequality Measure, Sabiou M. Inoua

ESI Working Papers

The Gini index underestimates inequality for heavy-tailed distributions: for example, a Pareto distribution with exponent 1.5 (which has infinite variance) has the same Gini index as any exponential distribution (a mere 0.5). This is because the Gini index is relatively robust to extreme observations; while a statistic’s robustness to extremes is desirable for data potentially distorted by outliers, it is misleading for heavy-tailed distributions, which inherently exhibit extremes. We propose an alternative inequality index: the variance normalized by the second moment. This ratio is more stable (hence more reliable) for large samples from an infinite-variance distribution than the Gini index …

Conflict In The Pool: A Field Experiment, Loukas Balafoutas, Marco Faravelli, Roman Sheremeta

ESI Working Papers

We conduct a field experiment on conflict in swimming pools. When all lanes are occupied, an actor joins the least crowded lane and asks one of the swimmers to move to another lane. The lane represents a contested scarce resource. We vary the actor’s valuation (high and low) for the good through the message they deliver. Also, we take advantage of the natural variation in the number of swimmers to proxy for their valuation. Consistent with theoretical predictions, a swimmer’s propensity to engage in conflict increases in scarcity (incentive effect) and decreases in the actor’s valuation (discouragement effect). We complement …

Dynamic Resource Allocation With Cost Externality, Hao Zhao, David Porter

ESI Working Papers

The inter-temporal resource allocation efficiency of a property rights-based common-pool resource system is challenged by a cost externality when one user’s extraction raises the extraction cost for others. This paper builds a dynamic resource allocation model to illustrate the efficiency loss from a standard property rights market. We then create a novel inter-temporal allocation mechanism that preserves dynamic efficiency. Our dynamic resource allocation mechanism includes an optimal planning stage where the agents collectively determine a binding extraction target for each period and a market stage where agents can exchange their extraction rights assigned within each period. The theoretical model demonstrates …

Uncertainty And Reputation Effects In Credence Goods Markets, Eric Schniter, J. Dustin Tracy, Vojtěch Zíka

ESI Working Papers

Credence-goods experiments have focused on stylized settings in which experts can perfectly identify the buyer’s best option and that option works without fail. However, in nature, credence goods involve uncertainties that complicate assessing the quality of service and advice. We introduce two sources of uncertainty. The first is diagnostic uncertainty; experts receive a noisy signal of buyer type so might make an ‘honest’ mistake when advising what is in buyers’ best interests. The second is service uncertainty; the services available to the buyers do not always work. Both sources of uncertainty make detection of expert dishonesty more difficult, so are …

Data For "Uncertainty And Reputation Effects In Credence Goods Markets", Eric Schniter, J. Dustin Tracy, Vojtěch Zíka

ESI Data Sets

Credence-goods experiments have focused on stylized settings in which experts can perfectly identify the buyer’s best option and that option works without fail. However, in nature credence goods involve uncertainties that complicate assessing the quality of service and advice. We introduce two sources of uncertainty into a credence goods experiment. The first is diagnostic uncertainty; experts receive a noisy signal of buyer type so might make an ‘honest’ mistake when advising what is in buyers’ best interests. The second is service uncertainty; the services available to the buyer do not always work. Both sources of uncertainty make detection of expert …

Keeping A Clean Reputation: More Evidence On The Perverse Effects Of Disclosure, Cary Deck, J. Dustin Tracy

ESI Working Papers

When a principal relies on an agent, a conflict of interest can encourage the agent to provide biased advice. Conventional wisdom suggests that such behavior can be reduced through disclosure requirements. However, disclosure has been shown to exacerbate self-serving bias and can actually lead to greater harm for the principal in one-shot interactions. But in many naturally occurring settings, agents form reputations, a mechanism that could diminish the incentive to provide biased advice. We test for bias in the advice agents provide when faced with reputation concerns, and examine the impact of disclosure in such an environment. In controlled laboratory …

The Economic Impact Of Lockdowns: A Theoretical Assessment, Gabriele Camera, Alessandro Gioffré

ESI Working Papers

The sudden appearance of the SARS-CoV-2 virus and the onset of the COVID-19 pandemic triggered extreme and open-ended “lockdowns” to manage the disease. Should these drastic interventions be the blueprint for future epidemics? We construct an analytical framework, based on the theory of random matching, which makes explicit how epidemics spread through economic activity. Imposing lockdowns by assumption prevents contagion and reduces healthcare costs, but also disrupts income-generation processes. We characterize how lockdowns impact the contagion process and social welfare. Numerical analysis suggests that protracted, open-ended lockdowns are generally suboptimal, bringing into question the policy responses seen in many countries.

Essays On Spatial Econometrics Application In Study Of Conflict And Economic Activity, Ahmed Sadek Yousuf

Graduate Theses and Dissertations

Spatial interaction and the locational structure between observations as well as availability of satellite derived data has meant a richer and more exhaustive exploration of topics relevant in development topics, particularly in areas of subnational economic activity and conflict. This research leverages thus spatial econometric techniques to dynamically decompose impacts from socio-economic determinants on conflict incidence (with setting in Sub-Saharan Africa). Later I also present a statistical framework (based on extension of Henderson’s approach (2012)) to augment official income figures at district / county level with multiple satellite derived signals, with specific context given to developing countries.

In the first …

Making It Public: The Effect Of (Private And Public) Wage Proposals On Efficiency And Income Distribution, Lara Ezquerra, Joaquín Gómez-Miñambres, Natalia Jiminez, Praveen Kujal

ESI Working Papers

The implications of (public or private) pre-play communication and information revelation in a labour relationship is not well understood. We address these implications theoretically and experimentally. In our baseline experiments, the employer offers a wage to the worker who may then accept or reject it. In the public and private treatment, workers, moving first, make a non-binding private or public wage proposal. Our theoretical model assumes that wage proposals convey information about a worker’s minimum acceptable wage and are misreported with a certain probability. It predicts that, on average, wage proposals lead to higher wage offers and acceptance rates, with …

An Experimental Study Of Within- And Cross-Cultural Cooperation: Chinese And American Play In The Prisoner’S Dilemma Game, Michael Kuroda, Jieran Li, Jason Shachat, Lijia Wei, Bochen Zhu

ESI Working Papers

We study whether cross- and within-culture groups have different cooperation rates in the Prisoner’s Dilemma Game. In an experiment, university students in China and America engage in a single iteration of the game, complete belief elicitation tasks regarding their opponents’ play and take a survey including attitudinal measurements regarding their in- and out-group attitudes. Cooperation rates are higher across the two countries are higher in both cross-culture and in within-culture interactions, although not significantly. We also find that Chinese participants cooperate less than American ones. Further, female Chinese participants are more cooperative than Chinese male ones. In the cross-culture treatment, …

Economics Of Majoritarian Identity Politics, Rohit Ticku, Raghul S. Venkatesh

ESI Working Papers

Majoritarian identity politics has become salient in representative democracies. Why do parties engage in identity politics and what are its consequences? We present a model of electoral competition in which parties capture voter groups based on their identity, and compete over an economic policy platform for the support of non-partisan voters. In addition, the party that caters to majoritarian interests makes a costly investment in polarizing identity. The investment provides subsequent payoffs to voters who have a preference for identity. When voter preferences over policy platforms are idiosyncratic in nature, greater investment in polarizing identity (i) increases both parties’ rents …

Group-Identity And Long-Run Cooperation: An Experiment, Gabriele Camera, Lukas Hohl

ESI Working Papers

We stress-test the limits of the power of group identity in the context of cooperation by constructing laboratory economies where participants confront an indefinitely repeated social dilemma as strangers. Group identity is artificially induced by random assignment to color-coded groups, and reinforced by an initial cooperation task played in-group and in fixed pairs. Subsequently subjects interact in-group and out-group in large economies, as strangers. Indefinite repetition guarantees full cooperation is an equilibrium. Decision-makers can discriminate based on group affiliation, but cannot observe past behaviors. We find no evidence of group biases. This suggests that group effects are less likely to …

Classical Theory Of Competitive Market Price Formation, Sabiou M. Inoua, Vernon L. Smith

ESI Working Papers

We offer an information theory of market price formation, formalizing and elaborating on an old, implicit, classical tradition of supply and demand based on buyers’ and sellers’ mone-tary valuations of commodities (formally their reservation prices) and competition as a multilat-eral higgling and bargaining process. The early laboratory market experiments, as it turns out with hindsight, established the remarkable stability, efficiency, and robustness of the old view of competitive price discovery, and not the neoclassical price theory (based on individual utility and profit maximization for given prices). Herein, we present a partial-equilibrium version of the the-ory in which wealth is implicitly …

Trustors’ Disregard For Trustees Deciding Intuitively Or Reflectively: Three Experiments On Time Constraints, Antonio Cabrales, Antonio M. Espín, Praveen Kujal, Stephen Rassenti

ESI Working Papers

Human decisions in the social domain are modulated by the interaction between intuitive and reflective processes. Requiring individuals to decide quickly or slowly triggers these processes and is thus likely to elicit different social behaviors. Meanwhile, time pressure has been associated with inefficiency in market settings and market regulation often requires individuals to delay their decisions via cooling-off periods. Yet, recent research suggests that people who make reflective decisions are met with distrust. If this extends to external time constraints, then forcing individuals to delay their decisions may be counterproductive in scenarios where trust considerations are important. In three Trust …

Standard Vs Random Dictator Games: On The Effects Of Role Uncertainty And Framing On Generosity, Ernesto Mesa-Vázquez, Ismael Rodriguez-Lara, Amparo Urbano

ESI Working Papers

We show that generosity is affected when we vary the level of role uncertainty, i.e., the probability that the dictator’s decision will be implemented. We also show that framing matters for generosity in that subjects are less generous when they are told that their choices will be implemented with a certain probability, compared with a setting in which they are told that their choices will not be implemented with certain probability.

Sunk Or Dunk?: An Empirical Analysis Of The Effect Of Sunk Cost Fallacy In Professional Basketball, Hailey Dicicco

Business and Economics Presentations

This project is divided into two sections. The first section is a comparison between the NBA and WNBA, using performance metrics from game statistics. I researched the history of women in sports and specifically read about how women first became integrated into the game of soccer. In the regression for section one, we used a few selected performance metrics and minutes in order to observe any relationships between specific skills and minutes. We also focused on the difference between the leagues in terms of what game stats are more or less significant.

In the second section of this paper, we …