Econometrics Commons^™

Legalized Same-Sex Marriage And Coming Out In America: Evidence From Catholic Seminaries, Avner Seror, Rohit Ticku

ESI Working Papers

We study the effect of legalization of same-sex marriage on coming out in the United States. We overcome data limitations by inferring coming out decisions through a revealed preference mechanism. We exploit data on enrollment in seminary studies for the Catholic priesthood, hypothesizing that Catholic priests' vow of celibacy may lead gay men to self-select as a way to avoid a heterosexual lifestyle. Using a differences-in-differences design that exploits variation in the timing of legalization across states, we find that city-level enrollment in priestly studies fell by about 15% exclusively in states adopting the reform. The celibacy norm appears to …

The Influence Of Food Recommendations: Evidence From A Randomized Field Experiment, Kamal Bookwala, Caleb Gallemore, Joaquín Gómez-Miñambres

ESI Working Papers

We report results from a randomized field experiment conducted at two food festivals. Our primary aim is to assess the impact of two types of recommendations commonly observed in food settings: most popular and chef’s choice. Subjects select a cupcake from a binary menu. The two options, offered by the same bakery, are the best seller in the bakery and the baker’s recommended cupcake. Our treatments manipulate whether the recommendation is disclosed in tandem with the cupcakes in the menu. We find that the most popular is the only recommendation that statistically significantly increased consumers’ demand relative to …

A Class Of N-Player Colonel Blotto Games With Multidimensional Private Information, Christian Ewerhart, Dan Kovenock

ESI Working Papers

In this paper, we study N-player Colonel Blotto games with incomplete information about battlefield valuations. Such games arise in job markets, research and development, electoral competition, security analysis, and conflict resolution. For M ≥ N + 1 battlefields, we identify a Bayes-Nash equilibrium in which the resource allocation to a given battlefield is strictly monotone in the valuation of that battlefield. We also explore extensions such as heterogeneous budgets, the case M ≤ N, full-support type distributions, and network games.

Economics Students: Self-Selected In Preferences And Indoctrinated In Beliefs, Antonio M. Espín, Manuel Correa, Alberto Ruiz-Villaverde

ESI Working Papers

There is much debate as to why economics students display more self-interested behavior than other students: whether homo economicus self-select into economics or students are instead “indoctrinated” by economics learning, and whether these effects impact on preferences or beliefs about others’ behavior. Using a classroom survey (n>500) with novel behavioral questions we show that, compared to students in other majors, econ students report being: (i) more self-interested (in particular, less compassionate or averse to advantageous inequality) already in the first year and the difference remains among more senior students; (ii) more likely to think that people will be unwilling …

Institutions And Opportunistic Behavior: Experimental Evidence, Antonio Cabrales, Irma Clots-Figueras, Roberto Hernán-González, Praveen Kujal

ESI Working Papers

Risk mitigating institutions have long been used by societies to protect against opportunistic behavior. We know little about how they are demanded, who demands them or how they impact subsequent behavior. To study these questions, we run a large-scale online experiment where insurance can be purchased to safeguard against opportunistic behavior. We compare two different selection mechanisms for risk mitigation, the individual and the collective (voting). We find that, whether individual or collective, there is demand for riskmitigating institutions amongst high-opportunism individuals, while low-opportunism individuals demand lesser levels of insurance. However, high-opportunism individuals strategically demand lower insurance institutions when they …

In-Group Versus Out-Group Preferences In Intergroup Conflict: An Experiment, Subhashish M. Chowdhury, Anwesha Mukherjee, Roman M. Sheremeta

ESI Working Papers

Individuals participating in a group conflict have different preferences, e.g., maximizing their own payoff, maximizing the group’s payoff, or defeating the rivals. When such preferences are present simultaneously, it is difficult to distinctly identify the impact of those preferences on conflict. In order to separate in-group and out-group preferences, we conduct an experiment in which human in-group or out-group players are removed while keeping the game strategically similar. Our design allows us to study (i) how effort in a group conflict vary due to in-group and out-group preferences, and (ii) how the impact of these preferences vary when the two …

The Effects Of Imf's Lending And Conditionalities On Economic Growth: Case Of Sadc Countries, Lutete Celina Carlos

Masters Theses

I examine the impact of IMF credit use and its conditions on economic growth performance in 12 South African countries over a period of 1999-2019. The work adopts an empirical and quantitative approach to analyzing the relationship between the GDP per Capita, the use of IMF Credit, Government Final Consumption Expenditure, Net Domestic Credit and Current Account balance. These variables are the most recommended in the IMF conditionalities during the lending arrangements with SADC members. The study uses Fixed-effect approach to evaluate how the use of IMF program and the conditions imposed directly affects economic growth. A dummy variable is …

Matrix Aggregation, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

Matrix aggregation — folder cover sheet bearing introductory handwritten notes and a reading list, an unpublished manuscript by Anwar Shaikh, PhD, dated February 8, 2010.

Shaikh, A. (2010, February 8). Matrix aggregation [Unpublished manuscript].

Notes on N. Pani's seminar, "Volatility of power in India's distance dualism" — an unpublished manuscript by Anwar Shaikh, PhD, dated November 10, 2020.

Shaikh, A. (2020, November 10). Notes on N. Pani's seminar, "Volatility of power in India's distance dualism" [Unpublished manuscript].

Disaggregation: Working notes — an unpublished manuscript by Anwar Shaikh, PhD, dated 2021.

Shaikh, A. (2021). Disaggregation: Working notes [Unpublished …

Price Value Notes, Anwar Shaikh Phd

Archives of Anwar Shaikh

This collection includes:

• Marx's last theorem working notes by Anwar Shaikh (unpublished work) (24-30_Pric... p. 5).
• Near-linearity of wage-profit curves and standard prices: Empirical and theoretical considerations by Anwar Shaikh (unpublished work) (24-30_Pric... p. 31).
• Price with money.xmcd calculation model by Anwar Shaikh (unpublished work) (24-30_Pric... p. 6).
• Shaikh, A. (2021, April 2). Anwar's 404 x 403 vector problem coding matrix log. (Unpublished computer program documentation) (24-30_Pric... p. 3).
• Shaikh, A. (2012, June 19). H matrix in Sraffa & Marx master study notes. (Unpublished manuscript note) (24-30_Pric... p. 30).
• Shaikh, A. (2009, April 10). Marx-Sraffa prices mathematical derivatives …

Culture, Institutions & The Long Divergence, Alberto Bisin, Jared Rubin, Avner Seror, Thierry Verdier

ESI Working Papers

During the medieval and early modern periods the Middle East lost its economic advantage relative to the West. Recent explanations of this historical phenomenon— called the Long Divergence—focus on these regions’ distinct political economy choices regarding religious legitimacy and limited governance. We study these features in a political economy model of the interactions between rulers, secular and clerical elites, and civil society. The model induces a joint evolution of culture and political institutions converging to one of two distinct stationary states: a religious and a secular regime. We then map qualitatively parameters and initial conditions characterizing the West and …

A Simple Measure Of Economic Complexity, Sabiou M. Inoua

ESI Working Papers

Contrary to conventional economic growth theory, which reduces a country’s output to one aggregate variable (GDP), product diversity is central to economic development, as recent, “economic complexity”, research suggests. A country’s product diversity reflects its diversity of knowhow or “capabilities”. Researchers proposed the Economic Complexity Index (ECI) and the country Fitness index to estimate a country’s number of capabilities from international export data; these measures predict economic growth better than conventional variables such as human capital. This paper offers a simpler measure of a country’s knowhow, Log Product Diversity (or LPD, the logarithm of a country’s number of products), which …

Differences In Cognitive Reflection Mediate Gender Differences In Social Preferences, Antonio M. Espín, Valerio Capraro, Brice Corgnet, Simon Gächter, Roberto Hernán-González, Praveen Kujal, Stephen Rassenti

ESI Working Papers

Previous studies have shown that women tend to be more egalitarian and less self-interested than men whereas men tend to be more concerned with social efficiency motives. The roots of such differences, however, remain unknown. Since different cognitive styles have also been associated with different distributional social preferences, we hypothesise that gender differences in social preferences can be partially explained by differences in cognitive styles (i.e., women rely more on intuition whereas men are more reflective). We test this hypothesis meta-analytically using data from seven studies conducted in four countries (USA, Spain, India, and UK; n=6,910) where cognitive reflection and …

Strategically Revealing Intentions In General Lotto Games, Keith Paarporn, Rahul Chandan, Dan Kovenock, Mahnoosh Alizadeh, Jason R. Marden

ESI Working Papers

Strategic decision-making in uncertain and adversarial environments is crucial for the security of modern systems and infrastructures. A salient feature of many optimal decision-making policies is a level of unpredictability, or randomness, which helps to keep an adversary uncertain about the system’s behavior. This paper seeks to explore decision-making policies on the other end of the spectrum – namely, whether there are benefits in revealing one’s strategic intentions to an opponent before engaging in competition.We study these scenarios in a well-studied model of competitive resource allocation problem known as General Lotto games. In the classic formulation, two competing players simultaneously …

The Art Of Concession In General Lotto Games, Rahul Chandan, Keith Paarporn, Dan Kovenock, Mahnoosh Alizadeh, Jason R. Marden

ESI Working Papers

Success in adversarial environments often requires investment into additional resources in order to improve one’s competitive position. But, can intentionally decreasing one’s own competitiveness ever provide strategic benefits in such settings? In this paper, we focus on characterizing the role of “concessions” as a component of strategic decision making. Specifically, we investigate whether a player can gain an advantage by either conceding budgetary resources or conceding valuable prizes to an opponent. While one might na¨ıvely assume that the player cannot, our work demonstrates that – perhaps surprisingly – concessions do offer strategic benefits when made correctly. In the context of …

The Conservatism Principle And Asymmetric Preferences Over Reporting Errors, Jivas Chakravarthy, Timothy W. Shields

ESI Working Papers

At present, accounting conservatism is generally viewed from a measurement or reporting perspective. In contrast, we consider whether it relates to a moral rule of conduct. Conservatism has been described as deriving from a preference for reporting errors to be in the direction of understatement rather than overstatement. We experimentally pair Reporters who provide information with Users who rely on the information. We posit that under misaligned incentives that motivate aggressive reporting, Users view an aggressive report as reflecting Reporters’ exploitative intent and expect that a social norm prohibiting aggressive reporting applies. We predict that Users use noisy reporting errors …

A Capital Asset Pricing Model With Idiosyncratic Risk And The Sources Of The Beta Anomaly, Mark Schneider, Manuel A. Nunez

ESI Working Papers

We introduce a generalization of the classical capital asset pricing model in which market uncertainty, market sentiment, and forms of idiosyncratic volatility and idiosyncratic skewness are priced in equilibrium. We derive two versions of the model, one based on a representative agent who cares about three criteria (risk, robustness, and expected returns), and the other with a microfoundation based on three types of investors (speculators, hedgers, and arbitrageurs). We apply the resulting capital asset pricing model with idiosyncratic risk (IR-CAPM) to provide a new theoretical account of the beta anomaly, one of the most fundamental and widely studied empirical limitations …

Financial Reporting And Moral Sentiments, Radhika Lunawat, Timothy W. Shields, Gregory B. Waymire

ESI Working Papers

Dating back at least to Adam Smith (1790), philosophers and researchers expect that people will behave differently when they know their actions are observable to others. We hypothesize that financial reporting reveals managers’ actions and leads them to take different actions that are better aligned with investor interests. We posit that the reason why is the activation of our internal mental self-evaluation that Smith refers to as an “Impartial Spectator.” We test this hypothesis with an experiment in which we manipulate the availability of a financial report that makes managerial actions transparent. Our evidence shows that financial reporting leads a …

Does Bitcoin Use Affect Crime Rates?, Kevin Keane

The Corinthian

Bitcoin is the most widely used cryptocurrency in the world because of its decentralized network that completes user-to-user transactions, eliminating the need for intermediaries. During 2017, the volume of Bitcoin transactions totaled $94.3 trillion. Bitcoin transactions are recorded in a public database called the blockchain. Although the blockchain can keep track of how many transactions there are, it can’t identify the people involved in transactions. The lack of identity increases the anonymity of Bitcoin transactions, making it less detectable when used for crime. Using the Uniform Crime Reporting’s state-level crime rate data and blockchain’s Bitcoin transaction information, I estimate the …

Speed Traps: Algorithmic Trader Performance Under Alternative Market Structures, Yan Peng, Jason Shachat, Lijia Wei, S. Sarah Zhang

ESI Working Papers

Using laboratory experiments, we illustrate that trading algorithms that prioritize low latency pose certain pitfalls in a variety of market structures and configurations. In hybrid double auctions markets with human traders and trading agents, we find superior performance of trading agents to human traders in balanced markets with the same number of human and Zero Intelligence Plus (ZIP) buyers and sellers only, thus providing a partial replication of Das et al. (2001). However, in unbalanced markets and extreme market structures, such as monopolies and duopolies, fast ZIP agents fall into a speed trap and both human participants and slow ZIP …

A Theory Of Cultural Revivals, Murat Iyigun, Jared Rubin, Avner Seror

ESI Working Papers

Why do some societies have political institutions that support productively inefficient outcomes? And why does the political power of elites vested in these outcomes often grow over time, even when they are unable to block more efficient modes of production? We propose an explanation centered on the interplay between political and cultural change. We build a model in which cultural values are transmitted inter-generationally. The cultural composition of society, in turn, determines public good provision as well as the future political power of elites from different cultural groups. We characterize the equilibrium of the model and provide sufficient conditions for …

Data For "An Experimental Investigation Of Health Insurance Policy And Behavior", J. Dustin Tracy, Hillard Kaplan, Kevin James, Stephen Rassenti

ESI Data Sets

We introduce a new experimental approach to measuring the effects of health insurance policy alternatives on behavior and health outcomes over the life course. Cash-motivated subjects are placed in a virtual environment where they earn income and allocate it across multi-period lives. We compare behavior across age, income and insurance plans---one priced according to an individual's expected cost and the other uniformly priced through employer-implemented cost sharing. We find that 1) subjects in the employer-implemented plan purchased insurance at higher rates; 2) the employer-based plan reduced differences due to income and age; 3) subjects in the actuarial plan engaged in …

Consistent Regional Commodity-By-Industry Input-Output Accounts, Randall Jackson, Péter Járosi

Regional Research Institute Working Papers

A long-standing regional science problem domain focuses on the identification of structural economic change. One of several approaches relies on the use of historical final demand series and a comparison of observed industry output to an estimate of what output would have been were economic structure static. However, these methods were first developed before the introduction of today’s commonly used commodity-by-industry (CxI)input-output (IO) accounting frameworks, and before the application of these methods to regional economies. Correctly formulating the supporting accounting structures for these analyses is essential, but can be challenging even for experienced an- alysts. Related textbook and journal articles …

An Experimental Investigation Of Health Insurance Policy And Behavior, J. Dustin Tracy, Hillard Kaplan, Kevin A. James, Stephen Rassenti

ESI Working Papers

We introduce a new experimental approach to measuring the effects of health insurance policy alternatives on behavior and health outcomes over the life course. Cash-motivated subjects are placed in a virtual environment where they earn income and allocate it across multi-period lives. We compare behavior across age, income and insurance plans—one priced according to an individual’s expected cost and the other uniformly priced through employer-implemented cost sharing. We find that 1) subjects in the employer-implemented plan purchased insurance at higher rates; 2) the employer-based plan reduced differences due to income and age; 3) subjects in the actuarial plan engaged in …

Adaptive Utility: Observing The Rate Of Adaptation In Happiness As Short Run Shifts Revert To Long Run Averages, Cameron Bellamoroso

Honors Thesis

In economics, human decision-making models are based on the utility, or happiness, a person experiences from the choices they make. Individual happiness is closely tied to societal and global well-being, a common political and and research goal. Psychological studies on happiness show that people generally return to an average level of happiness after experiencing a significant positive or negative change in their life, a process known as the ``hedonic treadmill.'' Empirically, it is often difficult for people to predict the specific utility they will experience from a given choice, leading them to maintain constant preferences for only frequently experienced options. …

An Elementary Humanomics Approach To Boundedly Rational Quadratic Models, Michael J. Campbell, Vernon L. Smith

ESI Working Papers

We take a refreshing new look at boundedly rational quadratic models in economics using some elementary modeling of the principles put forward in the book Humanomics by Vernon L. Smith and Bart J. Wilson. A simple model is introduced built on the fundamental Humanomics principles of gratitude/resentment felt and the corresponding action responses of reward /punishment in the form of higher/lower payoff transfers. There are two timescales: one for strictly self-interested action, as in economic equilibrium, and another governed by feelings of gratitude/resentment. One of three timescale scenarios is investigated: one where gratitude /resentment changes much more slowly than economic …

Intertemporal Choice Experiments And Large-Stakes Behavior, Diego Aycinena, Szabolcs Blazsek, Lucas Rentschler, Charles Sprenger

ESI Working Papers

Intertemporal choice experiments are increasingly implemented to make inference about discounting and marginal utility, yet little is known about the predictive power of resulting measures. This project links standard experimental choices to a decision on the desire to smooth a large-stakes payment | around 10% of annual income | through time. In a sample of around 400 Guatemalan Conditional Cash Transfer recipients, we find that preferences over large-stakes payment plans are closely predicted by experimental measures of patience and diminishing marginal utility. These represent the first findings in the literature on the predictive content of such experimentally elicited measures of …

Menu-Dependent Food Choices And Food Waste, Hongxing Liu, Joaquín Gómez-Miñambres, Danyi Qi

ESI Working Papers

We use a combination of randomized field experiments and online surveys to test how the menu design affects food choices and food waste. In our field experiment, participants face one of two menus: a narrow menu that only displays a small portion of food, or a broad menu that also contains bigger portions. While all options are equally available in both menus, they differ in how easy and fast the different choices can be made. Our results show that, compared to the broad menu, participants in the narrow menu ordered smaller portions of food. Importantly, food intake was similar across …

A Notion Of Prominence For Games With Natural-Language Labels, Alessandro Sontuoso, Sudeep Bhatia

ESI Working Papers

We study games with natural-language labels (i.e., strategic problems where options are denoted by words), for which we propose and test a measurable characterization of prominence. We assume that – ceteris paribus – players find particularly prominent those strategies that are denoted by words more frequently used in their everyday language. To operationalize this assumption, we suggest that the prominence of a strategy-label is correlated with its frequency of occurrence in large text corpora, such as the Google Books corpus (“n-gram” frequency). In testing for the strategic use of word frequency, we consider experimental games with different incentive structures (such …

Trust And Trustworthiness In Procurement Contracts With Retainage, Matthew J. Walker, Elena Katok, Jason Shachat

ESI Working Papers

In complex procurement projects, it is difficult to write enforceable contracts that condition price upon quality. Supplier non-performance becomes an acute risk, particularly when there is intense competition for the contract. An established incentive mechanism used to mitigate the problem of supplier non-performance is retainage, in which the buyer sets aside a portion of the purchase price. After project completion, the buyer determines the amount of retainage that is released to the seller, considering any defects that arise. While generally a feasible contract form to implement, the practical difficulties in assessing completion introduce a moral hazard for the buyer. We …

The Impact Of The Covid-19 Pandemic On Economic Behaviours And Preferences: Experimental Evidence From Wuhan, Jason Shachat, Matthew J. Walker, Lijia Wei

ESI Working Papers

We examine how the emergence of Covid-19 in Wuhan, and the ramifications of associated events, influence pro-sociality, trust and attitudes towards risk and ambiguity. We assess these influences using an experiment consisting of financially incentivized economic tasks. We establish causality via the comparison of a baseline sample collected pre-epidemic with five sampling waves starting from the imposition of a stringent lock- down in Wuhan and completed six weeks later. We find significant long-term increases - measured as the difference between the baseline and final wave average responses - in altruism, cooperation, trust and risk tolerance. Participants who remained in Wuhan …