Papers - All

Maria Bigoni, Margherita Fort, Mattia Nardotto, Tommaso Reggiani

Cited by*: 1 Downloads*: 72

We assess the effect of two antithetic non-monetary incentive schemes based on grading rules on students' effort, using experimental data. We randomly assigned students to a tournament scheme that fosters competition between paired up students, a cooperative scheme that promotes information sharing and collaboration between students and a baseline treatment in which students can neither compete nor cooperate. In line with theoretical predictions, we find that competition induces higher effort with respect to cooperation, whereas cooperation does not increase effort with respect to the baseline treatment. Nonetheless, we find a strong gender effect since this result holds only for men while women do not react to this type of non-monetary incentives.

Gad Allon, Jan A. Van Mieghem, Dennis J. Zhang

Cited by*: 0 Downloads*: 71

This paper studies how service providers can design social interaction among participants and quantify the causal impact of that interaction on service quality. We focus on education and analyze whether encouraging social interaction among students improves learning outcomes in Massive Open Online Courses (MOOCs), which are a new service delivery channel with universal access at reduced, if not zero, cost. We analyze three randomized experiments in a MOOC with more than 30; 317 students from 183 countries. Two experiments study large-group interaction by encouraging a random subset of students to visit the course discussion board. The majority of students treated in these experiments had higher social engagement, higher quiz completion rates, and higher course grades. Using these treatments as instrumental variables, we estimate that one additional board visit causally increases the probability that a student finishes the quiz in the subsequent week by up to 4:3%. The third experiment studies small-group interaction by encouraging a random subset of students to conduct one-on-one synchronous discussions. Students who followed through and actually conducted pairwise discussions increased their quiz completion rates and quiz scores by 10% in the subsequent week. Combining results from these three experiments, we provide recommendations for designing social interaction mechanisms to improve service quality.

Stefano DellaVigna, John A List, Ulrike Malmendier, Gautam Rao

Cited by*: 19 Downloads*: 71

Do men and women have different social preferences? Previous findings are contradictory. We provide a potential explanation using evidence from a field experiment. In a door-to-door solicitation, men and women are equally generous, but women become less generous when it becomes easy to avoid the solicitor. Our structural estimates of the social preference parameters suggest an explanation: women are more likely to be on the margin of giving, partly because of a less dispersed distribution of altruism. We find similar results for the willingness to complete an unpaid survey: women are more likely to be on the margin of participation.

Richard O Biel, David N Laband

Cited by*: 17 Downloads*: 71

There is considerable professional disagreement among economists about whether economists are less cooperative than non-economists. It has been argued that once an individual has been schooled in the self-interest model of individual human behavior (s)he exhibits more selfish behavior than other, ostensibly similar individuals who have not been taught to fully appreciate Homo economicus. Heretofore, the empirical debate has centered around classroom experiments designed to compare the "honesty" of undergraduate economics majors versus non economics majors. However, methodological problems have plagued these studies, leaving both sides at an impasse. We offer unique and compelling real-world evidence that suggests economists are no less cooperative than non-economists. Indeed, after comparing the incidence of "cheating" on their Association dues, we find that professional economists are significantly more honest/cooperative than professional political scientists, and especially, professional sociologists.

Raymond C Battalio, Leonard Green, John H Kagel

Cited by*: 22 Downloads*: 70

No abstract available

John A List

Cited by*: 46 Downloads*: 69

In this introduction to the symposium, I first offer an overview of the spectrum of experimental methods in economics, from laboratory experiments to the field experiments that are the subject of this symposium. I then offer some thoughts about the potential gains from doing economic research using field experiments and my own mental checklist of 14 steps to improve the chances of carrying out an economics field experiment successfully.

Jeffrey A Flory, Uri Gneezy, Kenneth Leonard, John A List

Cited by*: 7 Downloads*: 68

Gender differences in competitive behavior have received much attention, demonstrating a systematic gap between males' and females' tendencies to compete. Theories predict a biological factor linked to an evolutionary response to the different paths to reproductive success for men and women. Since strategies for reproductive success change over the female life-cycle, the gender gap is predicted to be largest for young adults but after menopause women should be as competitive as men. Using data drawn from two very different societies, we find strong support for this theoretical prediction: competitiveness in women is tightly linked to their biological roles in childrearing.

Michael Chirico, Robert Inman, Charles Loeffler, John MacDonald, Holger Sieg

Cited by*: 2 Downloads*: 67

Property taxes play a central role in the financing of municipal government services. Yet, municipal governments commonly confront problems with property tax collection even when the tax base is known. There is surprisingly little evidence on what authorities can do to increase property tax compliance. This paper analyzes seven different property tax notification strategies through a randomized controlled experiment conducted with the City of Philadelphia. All seven notification strategies increase property tax compliance over the usual approach of simply sending a bill. The most effective notifications are the those that threaten to take out a lien on the property or to foreclose by sheriff's sale for continued failure to pay taxes. The results suggest that economic motives to pay property taxes are more effective than those that appeal to social norms.

John A List, Anya Samek, Terri Zhu

Cited by*: 0 Downloads*: 67

We use a field experiment to investigate the effect of incentives on food purchase decisions at a grocery store. We recruit over 200 participants and track their purchases for a period of 6 months, permitting us a glimpse of more than 3,500 individual shopping trips. We randomize participants to one of several treatments, in which we incentivize fresh fruit and vegetable purchases, provide tips for fruit and vegetable preparation, or both. We report several key insights. First, our informational content treatment has little effect. Second, we find an important price effect: modest pecuniary incentives more than double the proportion of dollars spent on produce in the grocery store. Third, we find an interesting pattern of consumption after the experiment ends: even when incentives are removed, the treatment group has higher fruit and vegetable purchases compared to the control group. These long-term results are in stark contrast to either a standard price model or a behavioral model of 'crowd out.' Rather, our results are consonant with a habit formation model. This opens up the distinct possibility that short term incentives can be used as a key instrument to combat obesity.

Rachel Croson, Jen Shang

Cited by*: 11 Downloads*: 67

This paper examines the impact of social comparisons on fundraising and charitable contributions. We present results from a field experiment involving contribution to a public radio station. Some callers are told of the contributions decisions of others, and other callers are given no such information. We find that providing ambitions (high) social comparison information can significantly increase contributions.

Sera Linardi, Nita Rudra

Cited by*: 0 Downloads*: 66

Can globalization change our willingness to redistribute to the poor? We propose the hypothesis that in developing countries, the 'glitter' of foreign direct investment (FDI) reduces public support for redistribution by creating perceptions of better employment opportunities for the poor. Initial evidence is derived from World Value Survey responses from developing economies. Delving deeper, a framed field experiment in India reveals foreign ownership of low-skilled firms reduces redistribution to the poor. We further find that rich conservatives drive this reduction. This analysis provides the first experimental evidence of the causal impact of globalization on redistribution, mediated by ideology and income.

Samuel Bowles, Robert Boyd, Colin F Camerer, Ernst Fehr, Herbert Gintis, Joseph Henrich, Richard McElreath

Cited by*: 75 Downloads*: 66

al behavior better explained statistically by individuals' attributes such as their sex, age, or relative wealth, or by the attributes of the group to which the individuals belong? Are there cultures that approximate the canonical account of self-regarding behavior? Existing research cannot answer such questions because virtually all subjects have been university students, and while there are cultural differences among student populations throughout the world, these differences are small compared to the range of all social and cultural environments. To address the above questions, we and our collaborators undertook a large cross-cultural study of behavior in ultimatum, public good, and dictator games. Twelve experienced field researchers, working in 12 countries on five continents, recruited subjects from 15 small-scale societies exhibiting a wide variety of economic and cultural conditions. Our sample consists of three foraging societies, six that practice slash-and-burn horticulture

Stefano DellaVigna, John A List, Ulrike Malmendier, Gautam Rao

Cited by*: 13 Downloads*: 66

We design a model-based field experiment to estimate the nature and magnitude of workers' social preferences towards their employers. We hire 446 workers for a one-time task. Within worker, we vary (i) piece rates; (ii) whether the work has payoffs only for the worker, or also for the employer; and (iii) the return to the employer. We then introduce a surprise increase or decrease in pay ('gifts') from the employer. We find that workers have substantial baseline social preferences towards their employers, even in the absence of repeated-game incentives. Consistent with models of warm glow or social norms, but not of pure altruism, workers exert substantially more effort when their work is consequential to their employer, but are insensitive to the precise return to the employer. Turning to reciprocity, we find little evidence of a response to unexpected positive (or negative) gifts from the employer. Our structural estimates of the social preferences suggest that, if anything, positive reciprocity in response to monetary 'gifts' may be larger than negative reciprocity. We revisit the results of previous field experiments on gift exchange using our model and derive a one-parameter expression for the implied reciprocity in these experiments.

Stefano DellaVigna, John A List, Ulrike Malmendier

Cited by*: 257 Downloads*: 65

Every year, 90 percent of Americans give money to charities. Is such generosity necessarily welfare enhancing for the giver? We present a theoretical framework that distinguishes two types of motivation: individuals like to give, e.g., due to altruism or warm glow, and individuals would rather not give but dislike saying no, e.g., due to social pressure. We design a door-to-door fund-raising drive in which some households are informed about the exact time of solicitation with a flyer on their door-knobs; thus, they can seek or avoid the fund-raiser. We find that the flyer reduces the share of households opening the door by 10 to 25 percent and, if the flyer allows checking a `Do Not Disturb' box, reduces giving by 30 percent. The latter decrease is concentrated among donations smaller than $10. These findings suggest that social pressure is an important determinant of door-to-door giving. Combining data from this and a complementary field experiment, we structurally estimate the model. The estimated social pressure cost of saying no to a solicitor is $3.5 for an in-state charity and $1.4 for an out-of-state charity. Our welfare calculations suggest that our door-to-door fund-raising campaigns on average lower utility of the potential donors.

Tanjim Hossain, John Morgan

Cited by*: 47 Downloads*: 65

Many firms divide the price a consumer pays for a good into two pieces---the price for the item itself and the price for shipping and handling. With fully rational customers, the exact division between the two prices is irrelevant---only the total price matters. We test this hypothesis by selling matched pairs of CDs and Xbox games in a series of field experiments on eBay. In theory, the ending auction price should vary inversely with the shipping charge to leave the total price paid constant. Contrary to the theory, we find that charging a high shipping cost and starting the auction at a low opening price leads to higher numbers of bidders and higher revenues when the shipping charge is not excessive. We show that these results can be accounted for by boundedly rational bidding behavior such as loss-aversion with separate mental accounts for different attributes of the price or disregard for shipping costs.

Eric Bettinger, Robert Slonim

Cited by*: 33 Downloads*: 65

Recent policy initiatives offer cash payments to children (and often their families) to induce better health and educational choices. These policies implicitly assume that children are especially impatient (i.e., have high discount rates); however, little is known about the nature of children's patience, how it varies across children, and whether children can even make rational intertemporal choices. This paper examines the inter-temporal choices of five to sixteen year old children in an artefactual field experiment. We examine their choices between varying levels of compensation received in two or four months in the future and in zero or two months in the future. We find that children's choices are consistent with hyperbolic discounting, boys are less patient than girls, older children are more patient and that mathematical achievement test scores, private schooling and parent's patience are not correlated with children's patience. We also find that although more than 25 percent of children do not make rational inter-temporal choices within a single two-period time frame, we cannot find variables that explain this behavior other than age and standardized mathematical achievement test scores.

Steven D Levitt, John A List

Cited by*: 38 Downloads*: 65

No abstract available

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.

Brit Grosskopf, Graeme Pearce

Cited by*: 0 Downloads*: 63

We present a natural field experiment designed to measure other{regarding preferences in the market for taxis. We employed testers of varying ethnicity to take a number of predetermined taxi journeys. In each case we endowed them with only 80% of the expected fare. Testers revealed the amount they could afford to pay to the driver mid-journey and asked for a portion of the journey for free. In a 2x2 between{subjects design we vary the length of the journey and whether drivers havereputational concerns or not. We find that the majority of drivers give at least part of the journey for free and over 25% complete the journey. Giving is found to be proportional to the length of the journey, and the drivers' reputational concerns do not explain their behaviour. Evidence of strong out{group negativity against black testers by both white and South Asian drivers is also reported. In order to link our empirical analysis to behavioural theory we estimate the parameters of a number of utility functions. The data and the structural analysis lend support to the quantitative predictions of experiments that measure other{regarding preferences, and shed further light on how discrimination can manifest itself within our preferences.

Christina Gravert, Mette Trier Damgaard

Cited by*: 9 Downloads*: 63

We document the hidden costs of one of the most policy-relevant nudges, reminders. Sending reminders, while proven effective in facilitating behavior change, may come at a cost for both senders and receivers. Using a large scale field experiment with a charity, we find that reminders increase donations, but they also substantially increase unsubscriptions from the mailing list. To understand this novel finding, we develop a dynamic model of donation and unsubscription behavior with limited attention which is tested in reduced-form using a second field experiment. We also estimate our model structurally to perform a welfare analysis. We show that when not accounting for the hidden costs of reminders the average welfare effects for donors are overstated by a factor of ten and depending on the discount factor the welfare effects of the charity may be negative. Our results show the need to evaluate nudges on their intended as well as unintended consequences.