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John A List, Warren McHone

Cited by*: 0 Downloads*: 9

In this article, we use annual (1980-90) county-level manufacturing plant location data for New York State to examine the effects of the 1977 Clean Air Act Amendments on the location decisions of new pollution-intensive manufacturing plants in the "neo-regulatory" (1980-84) and "mature-regulatory" (1985-90) phases of the Act's implementation. Our results suggest that the temporal effects of regulation vary. Whereas the location decisions of pollution intensive manufacturing firms were unaffected by the Act's regulatory restrictions in the "neo-regulatory" period, the restrictions appear to have had a significant negative impact on the location decisions of these types of firms in the Act's "mature-regulatory" phase. The diversion of new pollution intensive plants to counties with less stringent environmental regulations suggests that current US environmental regulations may be leading to a "browning process" whereby counties historically free of pollution become havens for polluters.

Katherine L. Milkman, Sean F. Ellis, Dena M. Gromet, Youngwoo Jung, Alex S. Luscher, Rayyan S. Mobarak, Madeline K. Paxson, Ramon A. Silvera Zumaran, Robert Kuan, Ron Berman, Neil A. Lewis Jr, John A. List, Mitesh S. Patel, Christophe Van den Bulte, Kevin G. Volpp, Maryann V. Beauvais, Jonathon K. Bellows, Cheryl A. Marandola, Angela L. Duckworth

Cited by*: None Downloads*: None

Encouraging routine COVID-19 vaccinations will probably be a crucial policy challenge for decades to come. To avert hundreds of thousands of unnecessary hospitalizations and deaths, adoption will need to be higher than it was in the autumn of 2022 or 2023, when less than one-fifth of Americans received booster vaccines. One approach to encourage vaccination is to eliminate the friction of transportation hurdles. Previous research has shown that friction can hinder follow-through and that individuals who live farther from COVID-19 vaccination sites are less likely to get vaccinated. However, the value of providing free round-trip transportation to vaccination sites is unknown. Here we show that offering people free round-trip Lyft rides to pharmacies has no benefit over and above sending them behaviourally informed text messages reminding them to get vaccinated. We determined this by running a megastudy with millions of CVS Pharmacy customers in the United States testing two effects: free round-trip Lyft rides to CVS Pharmacies for vaccination appointments, and seven different sets of behaviourally informed vaccine reminder messages. Our results suggest that offering previously vaccinated individuals free rides to vaccination sites is not a good investment in the United States, which is contrary to the high expectations of both expert and lay forecasters. Instead, people in the United States should be sent behaviourally informed COVID-19 vaccination reminders, which increased the 30-day COVID-19 booster uptake by 21% (1.05 percentage points) and spilled over to increase 30-day influenza vaccinations by 8% (0.34 percentage points) in our megastudy. More rigorous testing of interventions to promote vaccination is needed to ensure that evidence-based solutions are deployed widely and that ineffective but intuitively appealing tools are discontinued.

Jie Bai

Cited by*: 0 Downloads*: 157

There is often a lack of reliable high quality provision in many markets in developing countries. I designed an experiment to understand this phenomenon in a setting that features typical market conditions in a developing country: the retail watermelon market in a major Chinese city. I begin by demonstrating empirically that there is substantial asymmetric information between sellers and buyers on sweetness, the key indicator of quality for watermelons, yet sellers do not sort and price watermelons by quality. I then randomly introduce one of two branding technologies into 40 out of 60 markets-one sticker label that is widely used and often counterfeited and one novel laser-cut label. I track sellers' quality, pricing and sales over an entire season and collect household panel purchasing data to examine the demand side's response. I find that laser branding induced sellers to provide higher quality and led to higher sales profits, establishing that reputational incentives are present and can be made to pay. However, after the intervention was withdrawn, all markets reverted back to baseline. To rationalize the experimental findings, I build an empirical model of consumer learning and seller reputation. The structural estimates suggest that consumers are hesitant to upgrade their perception about quality under the existing branding technology, which makes reputation building a low return investment. While the new technology enhances consumer learning, the resulting increase in profits is not sufficient to cover the fixed cost of the technology for small individual sellers. Counterfactual analysis shows that information frictions and fragmented markets lead to significant under-provision of quality. Third-party interventions that subsidize initial reputation building for sellers could improve welfare.

Juan-Camilo Cardenas

Cited by*: 0 Downloads*: 50

En esta ponencia queremos explorar, a partir de nuestros resultados de investigacion, posibles puentes de complementariedad y sinergia entre la economia experimental y los m_todos participativos de investigacion, para poder estudiar problemas rurales, en particular aquellos asociados al uso de recursos naturales por parte de las comunidades. Desde el 1er semestre del 2001 hasta la fecha hemos realizado una serie de talleres y experimentos economicos en varias comunidades del pas. En esta ponencia vamos a hacer referencia a los tres estudios de caso que se realizaron en el proyecto "Regulacion de Recursos Comunitarios: Ejercicios economicos en el campo" que se llevaron a cabo en el Neusa y la Vega en Cundinamarca, y el Parque Sanquianga en Nario. El proposito de estos estudios de caso era estudiar los problemas del uso comunitario de recursos como la pesca, la piangua y o el agua en una microcuenca. En cada comunidad se realizaron 26 sesiones de experimentos economicos con participacion de 130 campesinos en cada comunidad; igualmente se llevaron a cabo talleres y ejercicios desde el Diagnostico Rural Participativo (DRP) para discutir con los mismos participantes tanto los resultados de los experimentos como la problem_tica asociada al uso de estos recursos naturales. Dicha informacion fue sistematizada con el fin de contrastar los tres casos, y las posibles consistencias entre dos aproximaciones (economia experimental y herramientas participativas) que hasta el momento no han sido utilizadas de manera conjunta ni para las mismas situaciones. Como se presentar_, la economia experimental ofrece potencialidades interesantes para estudiar la validez de los modelos economicos de comportamiento de las personas frente a, por ejemplo, los dilemas del uso de recursos colectivos; igualmente puede ofrecer informacion muy detallada y verificable acerca de las decisiones micro de las personas; por su parte las metodolog?as participativas permiten explicar procesos y situaciones que un agente externo dif?cilmente puede comprender acerca de las causalidades e interacciones de factores que afectan la problem_tica de una comunidad. A traves de estos instrumentos podemos mostrar como estas dos metodologias pueden de una manera eficaz responder a preguntas centrales acerca del uso comunitario de recursos.

Xavier Gine, Pamela Jakiela, Dean S Karlan, Jonathan Morduch

Cited by*: 3 Downloads*: 15

Microfinance has been heralded as an effective way to address imperfections in credit markets. But from a theoretical perspective, the success of microfinance contracts has puzzling elements. In particular, the group-based mechanisms often employed are vulnerable to free-riding and collusion, although they can also reduce moral hazard and improve selection. The authors created an experimental economics laboratory in a large urban market in Lima, Peru and over seven months conducted 11 different games that allow them to unpack microfinance mechanisms in a systematic way. They find that risk-taking broadly conforms to predicted patterns, but that behavior is safer than optimal. The results help to explain why pioneering microfinance institutions have been moving away from group-based contracts.

John Gibson, David McKenzie, Steven Stillman

Cited by*: 3 Downloads*: 13

People migrate to improve their well-being, whether through an expansion of economic and social opportunities or a reduction in persecution. Yet a large literature suggests that migration can be a very stressful process, with potentially negative impacts on mental health reducing the net benefits of migration. However, to truly understand the effect of migration on mental health one must compare the mental health of migrants to what their mental health would have been had they stayed in their home country. The existing literature is not able to do this and typically settles for comparing the mental health of migrants to that of natives in the destination country, which takes no account of any pre-existing differences between these groups. This paper overcomes the selection problems affecting previous studies of the effect of migration on mental health by examining a migrant lottery program. New Zealand allows a quota of Tongans to immigrate each year with a lottery used to choose amongst the excess number of applicants. A unique survey conducted by the authors in these two countries allows experimental estimates of the mental health effects of migration to be obtained by comparing the mental health of migrants who were successful applicants in the lottery to the mental health of those who applied to migrate under the quota, but whose names were not drawn in the lottery. Migration is found to lead to improvements in mental health, particularly for women and those with poor mental health in their home country.

David M Harrison, Mark A. Lane, Michael J. Seiler

Cited by*: 4 Downloads*: 0

This study examines the herding behavior of individuals in the context of their willingness to strategically default on a mortgage based on the (falsely) observed behavior of those around them. We find that homeowners are easily persuaded to follow the herd and adopt a strategic default proclivity consistent with that of their peers. Herding behavior is stronger when a Maven, or thought leader, is involved and weaker when the person finds strategic default to be morally objectionable. Homeowners appear to herd more for informational gains rather than for social reasons, and do not herd differentially based on signal strength. In a robustness check using a sample of real estate professionals, the strong mimetic herding result continues to hold.

Guodong Gao, Tianshu Sun, Ginger Zhe Jin

Cited by*: 0 Downloads*: 64

While much research has examined the role of technology in moderating online user connections, how IT motivates offline interactions among users is much less understood. Using a randomized field experiment involving 80,000 participants, we study how mobile messaging can leverage recipients' social ties to encourage blood donation. There are three main findings: first, both behavior intervention (in the form of reminder message) and economic reward (in the form of individual or group reward) increase donations, but only the messages with group reward are effective in motivating more donors to donate with their friend(s); second, group reward tends to attract different types of donors, especially those who are traditionally less active in online social setting; and third, across all treatments, message recipients donate a greater amount of blood if their friends are present. Structural estimation further suggests that rewarding group donors is four times more cost-effective than rewarding individual donors. Based on the structural estimates, we perform policy simulations on the optimal design of mobile messaging. The method of combining structural model and randomized field experiment opens new frontiers for research on leveraging IT to mobilize a user's social network for social good.

Ryan D Friedrichs

Cited by*: 0 Downloads*: 14

No abstract available

Donald P Green

Cited by*: 0 Downloads*: 1

This essay summarizes the results of a large-scale randomized experiment conducted during the 2000 election campaign by the NAACP National Voter Fund, which sought to mobilize African-American voters. Focusing solely on the direct mail and phone banking components of the NAACP-NVF campaign, this study examines the voting behavior of 980,208 participants residing in single-voter households, 1.7 percent of whom were randomly assigned to a control group. The experiment permits us to estimate (1) the extent to which the National Voter Fund's phone calls and direct mail increased voter turnout and (2) the approximate cost per vote. Within this sample, the NVF's two pieces of GOTV mail, three live phone calls, and two recorded phone calls had modest effects, generating approximately 7,100 additional votes at $158 per vote. The upper bound of a 90 percent confidence interval puts these figures at 16,214 additional votes at $69 per vote.

Melissa R Michelson, Herbert Villa Jr.

Cited by*: 0 Downloads*: 21

Less than a third of Latinos vote in Presidential elections, while less than one fourth participate in Congressional elections. Turnout among young Latinos (age 18-25) is even lower. This paper describes the results of a field experiment aimed at increasing turnout among young Latinos in Fresno, California conducted in the fall of 2002. Canvassers went door-to-door during the final two weekends before Election Day to urge registered young people to go to the polls. Young people of all races/ethnicities were targeted. In addition to testing the effectiveness of personal contact and how this varies among registered voters of various races/ ethnicities, the project also included two imbedded experiments. First, the race/ethnicity of the canvassers was randomly assigned, to test whether Latinos and non-Latinos are equally effective at getting Latinos and non- Latinos to the polls. Second, the message delivered to contacted registered voters was randomly assigned, to test whether young Latinos are more receptive to a message which stresses group solidarity or one that emphasizes civic duty. The experiment demonstrates that Latino canvassers are better than non-Latinos at contacting young Latino voters, and that young Latinos are more receptive than are non-Latinos to door-todoor mobilization efforts.

Ryan D Friedrichs, David C King, David W Nickerson

Cited by*: 0 Downloads*: 5

Recent large-scale field experiments of get out the vote (GOTV) drives have been non-partisan and may not accurately capture the effectiveness of partisan campaign outreach. In the 2002 Michigan gubernatorial election, a large field experiment across 14 state house districts evaluated the cost effectiveness of three mobilization technologies utilized by the Michigan Democratic Party's Youth Coordinated Campaign: door hangers, volunteer phone calls, and face-to-face visits. The results indicate that all three GOTV strategies possess similar cost-effectiveness.

Maria De Paola, Rosanna Nistico, Vincenzo Scoppa

Cited by*: 10 Downloads*: 4

We evaluate the effectiveness of monetary incentives in enhancing student performance using a randomized experiment involving undergraduate students enrolled at a southern Italian University. Students were assigned to three different groups: a high-reward group, a low-reward group, and a control group. Rewards were given to the 30 best-performing students in each group. Financial rewards increase student performance. High-ability students react strongly whereas the effect is null for low-ability students. Large and small rewards produce very similar effects. These effects also persist in subsequent years, when the financial incentives are no longer in place. No types of crowding-out effects of the monetary incentives are found.

Benjamin A Olken

Cited by*: 19 Downloads*: 38

This paper uses a randomized field experiment to examine several approaches to reducing corruption. I measure missing expenditures in over 600 village road projects in Indonesia by having engineers independently estimate the prices and quantities of all inputs used in each road, and then comparing these estimates to villages' official expenditure reports. I find that announcing an increased probability of a government audit, from a baseline of 4 percent to 100 percent, reduced missing expenditures by about 8 percentage points, more than enough to make these audits cost-effective. By contrast, I find that increasing grass-roots participation in the monitoring process only reduced missing wages, with no effect on missing materials expenditures. Since materials account for three-quarters of total expenditures, increasing grass-roots participation had little impact overall. The findings suggest that grass-roots monitoring may be subject to free-rider problems. Overall, the results suggest that traditional top-down monitoring can play an important role in reducing corruption, even in a highly corrupt environment.

Esther Duflo, Rema Hanna

Cited by*: 5 Downloads*: 17

In the rural areas of developing countries, teacher absence is a widespread problem. This paper tests whether a simple incentive program based on teacher presence can reduce teacher absence, and whether it has the potential to lead to more teaching activities and better learning. In 60 informal one-teacher schools in rural India, randomly chosen out of 120 (the treatment schools), a financial incentive program was initiated to reduce absenteeism. Teachers were given a camera with a tamper-proof date and time function, along with instructions to have one of the children photograph the teacher and other students at the beginning and end of the school day. The time and date stamps on the photographs were used to track teacher attendance. A teacher's salary was a direct function of his attendance. The remaining 60 schools served as comparison schools. The introduction of the program resulted in an immediate decline in teacher absence. The absence rate (measured using unannounced visits both in treatment and comparison schools) changed from an average of 42 percent in the comparison schools to 22 percent in the treatment schools. When the schools were open, teachers were as likely to be teaching in both types of schools, and the number of students present was roughly the same. The program positively affected child achievement levels: a year after the start of the program, test scores in program schools were 0.17 standard deviations higher than in the comparison schools and children were 40 percent more likely to be admitted into regular schools.

James Cox, John A List, Michael K Price, Vjollca Sadiraj, Anya Samek

Cited by*: 2 Downloads*: 123

The literature exploring other regarding behavior sheds important light on interesting social phenomena, yet less attention has been given to how the received results speak to foundational assumptions within economics. Our study synthesizes the empirical evidence, showing that recent work challenges convex preference theory but is largely consistent with rational choice theory. Guided by this understanding, we design a new, more demanding test of a central tenet of economics - the contraction axiom - within a sharing framework. Making use of more than 325 dictators participating in a series of allocation games, we show that sharing choices violate the contraction axiom. We advance a new theory that augments standard models with moral reference points to explain our experimental data. Our theory also organizes the broader sharing patterns in the received literature.

Andrew Dustan, Juan Manuel Hernandez-Agramonte, Stanislao Maldonado

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We study how non-monetary incentives, motivated by recent advances in behavioral economics, affect civil servant performance in a context where state capacity is weak. We collaborated with a government agency in Peru to experimentally vary the context of text messages targeted to civil servants in charge of a school maintenance program. These messages incorporated behavioral insights in dimensions related to information provision, social norms, and weak forms of monitoring and auditing. We find that these messages are a very cost-effective strategy to enforce compliance with national policies among civil servants. We further study the role of social norms and the salience of social benefits in a follow-up experiment and explore the external validity or our original results by implementing a related experiment with civil servants from a different national program. The findings of these new experiments support our original results and provide additional insights regarding the context in which these incentives may work. Our results highlight the importance of carefully designed non-monetary incentives as a tool to improve civil servant performance when the state lacks institutional mechanisms to enforce compliance.

Kenneth Leonard, Melkiory Masatu

Cited by*: 0 Downloads*: 12

The most important issue facing experimental economists is the generalizability of lab results. This letter examines more than 1200 doctor/patient consultations, in which scrutiny and duration of treatment were varied. We show that scrutiny has an important but short-lived effect.

John A List, Azeem M Shaikh, Yang Xu

Cited by*: 33 Downloads*: 278

Empiricism in the sciences allows us to test theories, formulate optimal policies, and learn how the world works. In this manner, it is critical that our empirical work provides accurate conclusions about underlying data patterns. False positives represent an especially important problem, as vast public and private resources can be misguided if we base decisions on false discovery. This study explores one especially pernicious influence on false positives-multiple hypothesis testing (MHT). While MHT potentially affects all types of empirical work, we consider three common scenarios where MHT influences inference within experimental economics: jointly identifying treatment effects for a set of outcomes, estimating heterogenous treatment effects through subgroup analysis, and conducting hypothesis testing for multiple treatment conditions. Building upon the work of Romano and Wolf (2010), we present a correction procedure that incorporates the three scenarios, and illustrate the improvement in power by comparing our results with those obtained by the classic studies due to Bonferroni (1935) and Holm (1979). Importantly, under weak assumptions, our testing procedure asymptotically controls the familywise error rate - the probability of one false rejection - and is asymptotically balanced. We showcase our approach by revisiting the data reported in Karlan and List (2007), to deepen our understanding of why people give to charitable causes.

John A List, Azeem M Shaikh, Atom Vayalinkal

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List et al. (2019) provides a framework for testing multiple null hypotheses simultaneously using experimental data in which simple random sampling is used to assign treatment status to units. As in List et al. (2019), we rely on general results in Romano and Wolf (2010) to develop under weak assumptions a procedure that (i) asymptotically controls the familywise error rate – the probability of one or more false rejections – and (ii) is asymptotically balanced in that the marginal probability of rejecting any true null hypothesis is approximately equal in large samples. Our analysis departs from List et al. (2019) in that it further exploits observed, baseline covariates. The precise way in which these covariates are incorporated is based upon results in Ye et al. (2022) in order to ensure that inferences are typically more powerful in large samples.