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Comprised of 10 surveys by leading scholars, this collection showcases the largest and fastest growing strands of research on market behaviour in experimental economics.
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Veröffentlichungsjahr: 2013
Contents
Cover
Title Page
Copyright
CHAPTER 1: A COLLECTION OF SURVEYS ON MARKET EXPERIMENTS
References
CHAPTER 2: EXPERIMENTAL LABOR MARKETS AND POLICY CONSIDERATIONS: INCOMPLETE CONTRACTS AND MACROECONOMIC ASPECTS
1 Introduction
2 Experimental Gift-Exchange Labor Markets
3 Experimental Labor Markets in Macroeconomics and Public Finance
4 Conclusions
References
CHAPTER 3: PRICE DYNAMICS IN GENERAL EQUILIBRIUM EXPERIMENTS
1 Introduction
2 Price Dynamics in Laboratory Exchange Economies
3 Further Experimental GE Applications
Acknowledgements
References
CHAPTER 4: OLIGOPOLY EXPERIMENTS IN THE CURRENT MILLENNIUM
1 Introduction
2 Oligopoly Competition from a Static Perspective
3 Dynamics, (non-)Convergence, and Learning Processes
4 Collusion and Policy
5 Concluding Remarks
Acknowledgements
References
CHAPTER 5: MULTIUNIT AUCTIONS
1 Introduction
2 Multiunit Auctions, Single-Unit Demand
3 Multiunit Demand, No Synergies
4 Synergies and Package Bidding
5 Role of Specific Institutional Features
6 Collusion
7 Sequential Bidding
8 Conclusions and Open Questions
Acknowledgements
References
CHAPTER 6: OVERBIDDING AND HETEROGENEOUS BEHAVIOR IN CONTEST EXPERIMENTS
1 Introduction
2 A Simple Contest Model
3 Experimental Findings on Contests
4 Overbidding in Contests
5 Heterogeneous Behavior in Contests
6 Discussion and Conclusion
Acknowledgements
References
CHAPTER 7: ENVIRONMENTAL MARKETS: WHAT DO WE LEARN FROM THE LAB?
1 Introduction
2 Emission Trading Experiments
3 Other Environmental Policy Experiments
4 Conclusion and the Way Forward
Acknowledgements
References
CHAPTER 8: EXPERIMENTAL MARKETS WITH FRICTIONS
1 Introduction
2 Modeling Decentralized Frictional Markets
3 A Review of Recent Experimental Work on Markets with Frictions
4 Communication in Markets with Frictions: A New Experimental Approach
5 Discussion and Conclusions
Acknowledgements
References
CHAPTER 9: EXPERIMENTAL RESEARCH ON ASSET PRICING
1 Introduction
2 Early Work
3 Market Microstructure
4 Parimutuel Betting Markets
5 Participant Characteristics
6 Public Information Release
7 Studies of the Capital Asset Pricing Model
8 Conclusion
References
Chapter 10: A REVIEW OF BUBBLES AND CRASHES IN EXPERIMENTAL ASSET MARKETS
1 Description of the Baseline Market
2 Stylized Results
3 Conclusion
Acknowledgements
References
CHAPTER 11: PREDICTION MARKETS IN THE LABORATORY
1 The Success of Markets Aggregating Information
2 Comparisons of Predication Markets with Other Mechanisms for Information Aggregation
3 How Do Insiders Impact Markets?
4 Manipulation
5 Future Work
References
INDEX
This edition first published 2014 Chapters © 2014 The Authors Book compilation © 2014 John Wiley & Sons, Ltd Originally published as a special issue of the Journal of Economic Surveys (Volume 27, Issue 3)
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A collection of surveys on market experiments / edited by Charles N. Noussair and Steven Tucker. pages cm Includes bibliographical references and index. ISBN 978-1-118-79071-7 (pbk.) 1. Markets. 2. Game theory. 3. Experimental economics. I. Noussair, Charles. II. Tucker, Steven. HF5470.C627 2014 332′.041501–dc23
2013034284
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Cover image: Computer image ©Myles McInnes. Bar chart ©David Castillio Dominici. Cover design by Workhaus
1
A COLLECTION OF SURVEYS ON MARKET EXPERIMENTS
Charles N. Noussair
Tilburg University
Steven Tucker
University of Waikato
This special issue contains ten surveys of different streams of research on experimental markets. The literature on experimental markets has its origins in work on competitive markets and oligopoly with seminal contributions by Smith (1962), Fouraker and Siegel (1963), and Sauermann and Selten (1959). Over the last five decades, as laboratory experimental methods have gained acceptance in economics, the experimental literature on market behavior has branched out in many directions. Its evolution has been influenced by developments in theory, policy debates that have arisen, and the introduction of new tools for conducting experiments. This special issue includes surveys of some of the many productive lines of experimental research that have helped economists gain more understanding of how markets operate.
The first paper, by Casoria and Riedl (2013), considers experimental work on labor markets. Two special features typically characterize these markets. The first is that, unlike a market for a typical commodity, the seller of labor can take conscious actions that affect its value after a contract has been agreed. This creates the possibility of reciprocity, as for example a higher wage can be reciprocated with greater work effort. This had led to extensive experimental work, beginning with the work of Fehr et al. (1993) on the relationship between the contract under which an employee (a seller) is working and the effort or output he produces. The second special feature of a labor market is that the demand for labor is derived, typically from activity in the market for the output the labor is used to produce. The last part of the Casoria and Riedl article considers experiments with this feature, which typically involve an economy with markets for both output and labor in operation.
Interacting markets for labor and output are one type of general equilibrium structure. A focused but probing line of research has gone beyond the classical condition of a single market operating in isolation with stable dynamic properties. The article by Crockett (2013) surveys various types of general equilibrium experiments. The first part of his article is concerned with price dynamics in experimental markets, both within and between market periods. The latter part considers multiple market economies, including some experimental studies focused on international, macro and monetary economics.
The experiments considered in the two previous articles are motivated by competitive theoretical models assuming price taking on the part of buyers and sellers. This assumption is recognized as unsatisfactory for oligopoly. In response to this problem, strategic game theoretic models have been developed for markets with a small number of firms. These models have been subject to extensive experimental investigation. The article by Potters and Suetens (2013) in this special issue surveys some of the more important developments in the experimental study of oligopoly since the year 2000. They survey work on simultaneous and sequential price and quantity competition, innovation, and price dispersion. They also discuss dynamics in oligopoly games and factors that influence sellers’ ability to collude.
Another important application of game theory in economics has been in the study of auctions. An extensive experimental literature has investigated the behavioral properties of different auctions, motivated both by testing models of bidding behavior as well the development of auctions for use in policy applications. The article by Kwasnica and Sherstyuk (2013) considers a subfield of experimental research that has grown rapidly in recent years; that on multi-unit auctions. In such auctions, more than one unit is sold to a group of bidders. Kwasnica and Shestyuk discuss a number of important issues. They distinguish between settings with single and with multi-unit demand at the level of the individual buyer, which are very different in their properties. They discuss the effect of synergies in preferences and how auctions can be designed to realize efficient allocations in the presence of such synergies. They also discuss the impact of institutional details and factors that enhance and reduce collusion in multi-unit auctions.
Auctions are a type of competition in which those who commit the most resources and bid the most have the greatest chance of winning. The auctions considered in most of the literature, including the survey discussed in the last paragraph, have the feature that losing bidders do not incur any losses other than their opportunity cost of not winning the item. However, many types of competition have the feature that those who lose the competition are worse off than if they had not entered because they have expended resources that they cannot recover. Such situations are called contests. The survey of Sheremeta (2013) surveys experimental work in this area. He focuses on two dominant phenomena uncovered in this literature. These are the tendency to overbid, often so aggressively that bidders lose money in expectation, and the great heterogeneity in bidder behavior. He explores a number of potential drivers for each of the two patterns.
Market experiments have also been used for policy formulation in a number of countries. Friesen and Gangadharan (2013) survey developments in the area of policy experiments. They argue that experiments are particularly useful for understanding complex environments, for which theoretical modeling is intractable. They review experiments in environmental policy, focusing on emissions trading experiments in detail. They also review some work on experiments to develop markets for water use, resource conservation and agricultural policy.
The article by Camera et al. (2013) considers a potential source of friction in market operation. This is the fact that market participants interact with a particular other party infrequently, and interacting agents often have little information about each other. The authors survey a line of research that considers economies in which interacting pairs are formed at random each period in economies of indefinite duration. They review the means that have been used to create cooperation in such settings, for example peer punishment, the introduction of fiat money, and communication. They also report a new experiment that focuses on the effect of communication in a market with frictions.
Assets typically differ from other goods in one of the following two aspects. The first is that they have a life of more than one period. This allows scope for intertemporal speculation, and for this speculation to influence asset prices. Asset markets often also have a distinctive information structure, in which some traders have inside information about the value of the asset. Uninformed traders and market makers must take this information structure into account when trading. The article by Noussair and Tucker (2013) surveys several strands of research in asset markets. They focus on studies of market microstructure, pari-mutuel betting markets, and the connection between individuals’ characteristics and their trading behavior.
One striking finding from experimental asset market research has been the discovery that prices in markets for long-lived assets tend to bubble and crash. This result was initially documented by Smith et al. (1988). The literature that this paper has inspired is the focus of the article of Palan (2013). In his survey, he describes the bubble and crash pattern and lists various factors that accentuate or mitigate price bubbles. These include trader characteristics and their expectations, the liquidity and quantity of the asset available, the time path of fundamentals, and the trading institutions in place.
Another avenue of experimental research on asset markets has been the literature on prediction markets, surveyed here by Deck and Porter (2013). A prediction market is an asset market in which contingent claims on future events are traded. The prices in the market yield a prediction of the likelihood of an event occurring or of the expected value of an outcome variable, such as the vote share of a political candidate in an election or a future stock price. Deck and Porter survey a number of applications of these markets and how experimental methods have been used to investigate factors that enhance or inhibit their ability to generate accurate predictions.
References
Camera, G., Casari, M. and Bigoni, M. (2013) Experimental markets with frictions. Journal of Economic Surveys 27(3): 536–553.
Casoria, F. and Riedl, A. (2013) Experimental Labor markets and policy considerations: incomplete contracts and macroeconomic aspects. Journal of Economic Surveys 27(3): 398–420.
Crockett, S. (2013) Price dynamics in general equilibrium experiments. Journal of Economic Surveys 27(3): 421–438.
Deck, C. and Porter, D. (2013) Prediction markets in the laboratory. Journal of Economic Surveys 27(3): 589–603.
Fehr, E., Kirchsteiger, G. and Riedl, A. (1993) Does fairness prevent market clearing? An experimental investigation. Quart. J. Econ. 108(2): 437–460.
Fouraker, L. and Siegel, S. (1963) Bargaining Behavior, McGraw-Hill Press, New York, USA.
Friesen, L. and Gangadharan, L. (2013) Environmental markets: what do we learn from the lab? Journal of Economic Surveys 27(3): 515–535.
Kwasnica, A. and Sherstyuk, K. (2013) Multi-unit auctions. Journal of Economic Surveys 27(3): 461–490.
Noussair, C. and Tucker, S. (2013) Experimental research on asset pricing. Journal of Economic Surveys 27(3): 554–569.
Palan, S. (2013) A review of bubbles and crashes in experimental asset markets. Journal of Economic Surveys 27(3): 570–588.
Potters, J. and Suetens, S. (2013) Oligopoly experiments in the current millenium. Journal of Economic Surveys 27(3): 439–460.
Sauermann, H. and Selten, R. (1959) Ein oligopolexperiment. Zeitschrift für die gesamte Staatswissenschaft 115: 427–471.
Sheremeta, R. (2013) Overbidding and heterogeneous behavior in contest experiments. Journal of Economic Surveys 27(3): 491–514.
Smith, V. (1962) An experimental study of competitive market behavior. The Journal of Political Economy 70(2): 111–137.
Smith, V., Suchanek, G. and Williams, A. (1988) Bubbles, crashes and endogenous expectations in experimental spot asset markets. Econometrica 56: 1119–1151.
2
EXPERIMENTAL LABOR MARKETS AND POLICY CONSIDERATIONS: INCOMPLETE CONTRACTS AND MACROECONOMIC ASPECTS
Fortuna Casoria and Arno Riedl
Maastricht University
1 Introduction
Experimental economics’ focus on the functioning of labor markets has been growing over the years and the advantages of applying experimental economics methods to labor economics have been extensively discussed (see, e.g., Fehr et al., 2009; Charness and Kuhn, 2011). Experiments allow for tight control over the many environmental factors that can affect behavior and render causal relations easier to infer. The possibility of controlling these factors implies the possibility of varying them and studying whether and to what degree the enforced changes affect decisions. This feature seems to be particularly suitable to analyze labor markets, where a large amount of labor-related available data are circumstantial, implying that it becomes difficult to exactly discern which factors play which role in the realization of outcomes.
The experimental labor economics literature is quite extensive with a wide range of issues addressed and this survey does neither intend nor pretend to cover the experimental labor literature in all its breath. We rather focus on two aspects that are important for a better understanding of labor market relations and their consequences for labor market policies. The first part of the survey is dedicated to papers that assess the prevalence of reciprocal considerations in incomplete labor contracts. The second part summarizes the relatively small but growing experimental literature exploring labor issues in macroeconomics and public finance studying the interaction between taxation and labor market outcomes. Readers interested in other aspects explored in experimental labor economics, such as work incentives or multitask problems, arbitration, job search, or gender differentials, are referred to the excellent reviews of Charness and Kuhn (2011) and Fehr et al. (2009).
Labor relations are often contractually incomplete in the sense that effort is typically not (fully) contractible or enforceable by a third party. This feature leaves room for reciprocal motivations to play a role in the work process as workers’ general job attitudes become important (Fehr and Falk, 1999). The gift-exchange game, first implemented and introduced into the literature by Fehr et al. (1993), was designed to mimic precisely this situation. It tests the gift-exchange hypothesis of efficiency wage theory (Akerlof, 1982; Akerlof and Yellen, 1988, 1990), according to which there is a positive (i.e., reciprocal) relationship between the wages offered by firms and the effort exerted by workers. In a gift-exchange market wage offers are binding, while workers can discretionarily choose the amount of effort they exert. Experimental evidence has shown that a positive relation between wages and effort indeed emerges in such markets. Next to providing a survey of the main results related to the existence of this positive wage-effort relation, we also report on those studies that have tried to assess the implication of these findings for policy making. In addition, the robustness of the positive wage-effort relation is surveyed showing that while it survives many institutional variations and experimental conditions, there are also some environmental factors under which gift-exchange has difficulties to emerge.
The possibility of using laboratory experiments to better understand the functioning of markets has been mostly utilized for studying causal relationships at the micro level. However, lab experiments can also be a valuable research tool for gaining insights into the effects of alternative labor policies or institutions at a macro level. Indeed, the main strengths of the experimental method, control and replication, can be very useful in the domain of macroeconomics, which traditionally relies on circumstantial field data which may suffer from data non-availability, endogeneity, or measurement error. This implies that the causal impact of a given variable, for example, an increase of a labor tax, on economic performance may be difficult to assess. Experimental labor economics can be useful in such a macroeconomics context and help to overcome some of these problems. The second part of this survey focuses on the small but growing literature of laboratory labor market experiments in macroeconomics and public finance.
2 Experimental Gift-Exchange Labor Markets
2.1 Common Features Across Experiments
Most experiments described in this section are based on similar implementations of the gift-exchange game. At the beginning of an experimental session, subjects are randomly assigned the roles of either firms or workers and they keep their role during the whole session. In the first stage, firms offer a contract specifying the wage. In some experiments workers have to accept what is offered while in others the contract may be rejected in favor of some outside option. In the second stage, workers decide on the level of effort they want to exert, which is costly to them but profitable to the firm. Often this two-stage game is repeated for several periods with the same or changing firm-worker pairs. In the wage formation (first) stage commonly one of three institutions is explored: bilateral bargaining, one-sided auction, or double auction markets.
In bilateral bargaining, a firm is exogenously and randomly matched with a worker either only at the beginning of the experiment or at the beginning of each period. In each period, a firm proposes a wage only to the worker with whom it has been matched.
In one-sided auction markets, firms publicly announce their wage offers, which can be accepted by any worker. Firms are allowed to revise their offers, often according to an improvement rule, until they are accepted or the market closes. Workers cannot make counteroffers. In double auction markets both, firms and workers, can submit and accept wage offers at any time during the trading period. In both market institutions, after a wage contract is concluded the involved firm and the worker are removed from the market for that trading period. Firms and workers who do not strike a contract receive some reservation earnings. In the most common implementation at most one contract per period can be concluded and often there is an excess supply of labor.
In the basic implementation of the second stage, the worker's costly effort choice, firms can neither punish nor reward workers for their choice. Further, all institutional features are public knowledge, including the number of firms, workers, and periods, the matching mechanism, the feasible effort levels, the costs of effort, the wage range, and the payoff functions. Wage offers may be public or private depending on the chosen market institution, but a worker's effort choice is always private information. That is, it is only revealed to the firm with which the worker has concluded a contract. Identities of trading partners are usually not revealed.
2.1.1 Effort Levels and Cost Function
Most studies reviewed here adopt one of two effort-cost schedules. In one version, costs c(e) are increasing and convex in effort e as, for example, in Table 1. In the other common version costs are linear in effort.
Table 1 Effort Levels and Costs of Effort.
Table 2 Average Wage, Average Effort, and Gift-Exchange Relation for Selected Studies.
2.1.2 Payoff Functions
Regarding the payoff functions for firms and workers there are also two commonly implemented versions. Firms’ payoff function is often a version of
(1)
or
(2)
where v denotes an exogenously given redemption value, w the wage, e the effort chosen by the worker, and k some lump-sum transfer.
Workers’ payoff function is mostly implemented as the difference between the accepted wage, w, the incurred effort cost, c(e), and some fixed costs or transfer c0:
(3)
The parameter values are chosen such that under the assumption of material self-interest workers will never choose an effort level higher than the minimum effort, irrespective of the accepted wage. Rational and profit-maximizing firms will anticipate this and, hence, offer the lowest positive wage satisfying workers’ participation constraint. The predicted outcome is thus low wages, low efforts, and most importantly no positive relationship between wages and effort levels. Alternatively, the gift-exchange hypothesis (Akerlof, 1982) postulates a positive correlation between wage offers and effort provision and, in consequence, higher than minimum wages and higher than minimum effort levels.1
2.2 Fundamental Results
This section reviews some of the seminal gift-exchange labor market experiments and summarizes by now well-established empirical results on the wage-effort relation. First, early experiments are presented, where the gift-exchange hypothesis is tested in one-shot encounters. In these experiments firms and workers meet essentially only once, leaving no or little room for reputation concerns. Next, we survey papers where reputation may play a role due to repeated interactions between the same firm-worker pair. Finally, we present evidence on the role of negative reciprocity and wage attribution on the functioning of gift-exchange labor markets.
2.2.1 Gift-Exchange in One-Shot Interactions
Evidence on the presence of gift-exchange in experimental labor markets dates back to Fehr et al. (1993) who have been the first to use the above described setup to test for the validity of the fair wage-effort hypothesis. They model the labor market as a one-sided auction and frame it in good market terms: buyers and sellers who choose prices and quality, respectively. The authors observe clear evidence in favor of the gift-exchange hypothesis as wages and efforts are strongly positively correlated. Consequently, wages and effort are clearly above their respective minimum level and also do not show any tendency to decline with repetion.
In a second paper, Fehr et al. (1998b) check whether observed high wages are due to firms’ unconditional preference to pay high wages or due to workers’ willingness to reciprocate high wages with high effort levels. They compare two different treatments (reciprocity treatment and control treatment), which differ only in that in the control treatment effort levels are exogenously fixed at the lowest effort level, eliminating opportunities for gift-exchange, whereas in the reciprocity treatment workers are free in their effort choices. Since subjects participated in both treatments, it could be tested if the same firms change behavior or not. It is found that the very same firms which pay rather high wages when workers can reciprocate significantly lower their offers when the effort is fixed by the experimenter. This shows that it is mostly not firms’ unconditional preference to pay high wages but that those are induced by experienced and anticipated low-effort responses to low wages and, consequently, low profits.
Fehr et al. (1998a) are the first to study the effect of competition among workers on wages. They conduct three different treatments: a one-sided auction, called gift-exchange market, a bilateral gift-exchange (BGE), where firms and workers are exogenously matched, and a complete contract market (CCM), where the maximum effort level is exogenously enforced. By comparing the wages in CCM and gift-exchange market it could be assessed whether the high wages in the latter as found by Fehr et al. (1993, 1998b) are indeed attributable to gift-exchange. Comparing wages in bilateral gift-exchange, where competition in the labor market cannot play any role, with those in gift-exchange market shows to what extent competition affects wage levels. The authors find that high wages are reciprocated by high efforts, both in gift-exchange market and bilateral gift-exchange, with no tendency for this positive correlation to decline over time. Importantly, already after a few periods wages in gift-exchange market and bilateral gift-exchange coincide, indicating that labor market competition does not affect wage formation. However, wages in gift-exchange market are significantly above wages in CCM, where firms constantly try to stipulate lower wages. This indicates that in gift-exchange market firms anticipate workers’ reciprocal responses and that payment of noncompetitive wages generates higher profits. In consequence, firms are unwilling to enforce low wages when there is room for workers to reciprocate with effort.
2.2.2 Gift-Exchange and Reputation
Employment relationships are seldom characterized by one-shot transactions. Rather employers and employees often interact repeatedly over time, which creates incentives for reciprocation, even for materially selfish workers provided that they can expect (future) material gains from it. This potential reputation effect has been first explored in Gächter and Falk (2002). They compare behavior in a one-shot (OS) treatment and a repeated game (RG) treatment, where the same firm-worker pairs interact repeatedly. In line with earlier results they find that wages and effort levels are clearly above their minimum values. Importantly, for similar wages in the two treatments, workers are more reciprocal in RG than in one-shot: this shows that repeated interaction and reputation incentives strengthen the positive wage-effort relation. An individual level analysis further suggests that even selfish workers have a strong incentive to act reciprocally, because providing high effort in response to high wage offers improves reputation and gives access to attractive wage offers.
Brown et al. (2004) implement three treatment conditions in order to investigate how contractual incompleteness affects the nature of market interactions and the formation of relational contracts. In all treatments, the market for contracts is organized as a one-sided auction where contracts consist of a wage, a desired effort level, and the firm's ID number. In the complete contracts treatment (C), a firm's desired effort level is exogenously enforced by the experimenter. Under the incomplete contract condition (ICF), the worker can choose any effort in the feasible range. In both these treatments, firms and workers have fixed ID numbers throughout the whole experimental session implying that a firm can address its contract offer to a specific worker in consecutive periods. In the third incomplete contract treatment (ICR), firms and workers are randomly assigned a new ID number in each period, ruling out the possibility of entering long-term relations. In each trading period firms can make private or public offers, where private offers are only transmitted to the worker with whom a firm wants to trade while public offers can be observed and accepted by any worker in the market.
The authors find that in C traders are indifferent to their trading partners’ identities, whereas firms strongly prefer to trade with the same worker over many consecutive periods in ICF. In the former case, contract offers are mostly public offers and the majority of trades take place in one-shot (OS) transactions. In contrast, in the latter case, trades are usually privately initiated and bilateral relationships emerge. In C firms pay relatively low wages and appropriate the largest share of the gains from trade, whereas in ICF they pay high wages and earnings from trade are distributed rather equally. Effort is significantly higher in ICF, while in ICR, average effort drops and workers choose the minimal effort level in most cases. An important insight from this paper is that firms use high wages, together with the threat of firing, to discipline selfish workers. They adopt a policy of contingent contract renewal where relatively high effort levels are rewarded with a new contract, while relations with workers providing low effort are terminated with high probability.
Brown et al. (2012) implement the same three treatments in a market characterized by excess demand for labor, to check whether relational contracts emerge even in the absence of the unemployment threat. What they find is that bilateral relations between firms and workers do emerge in these markets, with wages and effort higher in ICF than in ICR and C, but are more difficult to be sustained over time. Stronger competition among firms and the lower number of long-term relationships do not affect market performance, though: aggregate effort in ICF is almost identical to that under excess supply of labor. A main reason for that is that higher wages due to excess labor demand induces workers to provide more effort.
2.2.3 Gift-Exchange, Negative Reciprocity, and Wage Attribution
Some of the results surveyed above have been questioned because they are obtained in an environment that may favor workers’ opportunity to exhibit positive reciprocity, that is, by responding to high wages with high effort levels. However, negative reciprocity, the willingness to incur costs to punish unkind actions, may also have a role in the wage formation with potential opposite effects, as low effort responses to low wages may unravel into even lower wages and efforts.
To study the role of negative reciprocity, Fehr and Falk (1999) compare double auction labor markets where effort is endogenous (main treatment) to others where effort is exogenously fixed (control treatment), with excess supply of workers in both cases. What distinguishes this experiment is the implementation of a modified cost function, according to which a selfish money-maximizing worker should always choose the maximum effort level, because lower levels are more costly. Results from the main treatment show that workers indeed react to low wage offers by choosing non-maximal effort levels. This negatively reciprocal behavior leads firms to pay higher wages in the main treatment, even if workers underbid each other's wage offers. In contrast, in the control treatment wages tend to decrease over time and come close to the competitive equilibrium level. These findings show that firms may be reluctant to push wages down toward the competitive level, if workers have the opportunity to punish them via their effort choices. Workers’ negative reciprocity generates wages that are downwardly rigid.
Charness (2004) explores bilateral gift-exchange under three experimental conditions that differ in the wage-generating mechanism. First, wages are determined by the firm, second they are generated by a draw from a bingo cage, and, third, by an assignment by a third party, the experimenter. In all cases, workers are informed whether the received wage has been assigned by either the firm or one of the external processes. In all treatments, there is a positive relationship between wages and effort levels. However, at low wages, the effort level is lower when the wage is chosen by a firm than when it is exogenously generated, suggesting the presence of negative reciprocity. That is, workers never provide costly effort when a low wage can be attributed to the firm's intention but do so when the low wage comes from an exogenous source. At high wage levels, there is essentially no difference in effort levels across treatments.2
The results from Charness (2004) suggest that the mechanism according to which wages are formed has a non-negligible impact on workers’ performances. Maximiano et al. (2013) make an important step in investigating this conjecture by studying wage attribution by means of a more complex gift-exchange environment, where ownership and control are separated. Specifically, owners do not directly set a worker's wage and the manager, who actually determines the wage, does not bear the full wage costs and does also not fully benefit from workers’ higher efforts. The authors consider four treatments. The bilateral condition is a standard bilateral gift-exchange setting, with a firm consisting of a single owner–manager who is directly responsible for choosing the worker's wage. In the two trilateral conditions (TC0 and TC25),3 the firm is owned by a shareholder, who claims most of the firm's profit, but controlled by a manager, who chooses the worker's wage. In the fourth treatment, wages are randomly determined by the experimenter (cf. Charness, 2004). In all treatments, a gift-exchange wage-effort relationship is found. The higher the wage offered, the higher the average effort level chosen by workers, irrespective of the firm's composition and whether the manager receives part of the profits or not. Importantly, the wage-effort relationship is steepest when wages are determined by a member of the firm. The finding that the wage-effort relationship does not differ among the three endogenous treatments indicates that workers are not particularly sensitive to how ownership and control are divided within the firm, but are reciprocal toward the firm as a whole.
Table 2 shows the average wage, the average effort and the estimated wage-effort relation for some prominent papers surveyed in section 2.2.
2.3 Gift-Exchange Labor Markets and Policy Instruments
Despite the robustness and prevalence of gift-exchange wage-effort relationships, still relatively few experimental studies investigate policy implications of it. Among others, questions that could be asked are: Are (un)employment policies similarly (in)effective in gift-exchange and complete contract markets? Do optimal and redistributive tax policies have the predicted effects in gift-exchange labor markets? Here, we survey the experimental studies asking such important policy implications of gift-exchange in labor markets.
2.3.1 Taxation
Riedl and Tyran (2005) are the first to examine whether and to what extent statutory tax incidence affects the performance of efficiency-wage markets and whether Tax Liability Side Equivalence4 (tax LSE) holds in gift-exchange labor markets. Theory predicts that tax LSE also holds in gift-exchange labor markets as long as participants are only concerned with net wages and profits. Yet, if workers make their effort choices on the basis of gross wages and consider taxation as exogenous to the gift-exchange relation, tax LSE breaks down. This alternative hypothesis is suggested by a study of Kerschbamer and Kirchsteiger (2000) who show that tax LSE may break down in bilateral bargaining environments.
In a one-sided auction environment, Riedl and Tyran (2005) implement two treatments, differing in the sequence of two distinct tax regimes. In one regime the tax is levied on firms while in the other regime workers are obliged to pay the tax. Each regime lasts for 16 trading periods.
The main results are that gift-exchange emerges and that tax LSE holds in the gift-exchange labor markets under study. None of the analyzed variables, net wages, worker efforts, and net earnings, significantly differs between regimes, not even in the short run. Net wages are almost the same in both tax regimes right from the very beginning. Similarly, workers’ earnings as well as firms’ profits are not different across nor within treatments, thus clearly supporting tax LSE.
2.3.2 Competition and Wage Rigidity
A main implication of gift-exchange is that wages may be downwardly rigid because firms have no incentive to lower wages as this would lead to low performance of workers and, hence, to low profits.
As mentioned above evidence for that has been provided by Fehr and Falk (1999) who investigate wage formation in a double auction market, which is considered as particularly competitive (see, e.g., Davis and Holt, 1993). Brandts and Charness (2004) analyze whether gift-exchange is affected by the relative number of firms and workers on the market. They implement a market with excess supply of labor and a market with excess supply of firms, with wage formation in a one-sided auction. They find that wage and effort are positively correlated and that this relation is not affected by competitive pressure. Specifically, wages do not significantly differ across treatments and are generally quite high. Hence, overall the gift-exchange relation appears to be robust to increased competition on the labor market.
2.3.3 Minimum Wage Legislation
Experimental evidence shows that changes in the level of the minimum wage strongly affect what is perceived by individuals as a fair wage, causing important effects on reservations wages, actual wages, and employment levels.
Brandts and Charness (2004) are the first to study the effect of a minimum wage on behavior of firms and workers in a gift-exchange context with excess supply of workers. They find that the imposition of a minimum wage has an adverse effect on effort exerted by workers. Although the relationship between wage and effort remains significantly positive, the impact on effort provision is negative. At all wages effort levels are lower with than without a minimum wage.
Falk et al. (2006) look at the effects of a minimum wage in an economy with complete contracts, where workers provide either zero effort, if they reject a wage offer, or automatically provide maximum effort, if they accept a wage offer. They find that, when minimum wages are introduced, workers’ endogenous reservation wages increase to above the level of the minimum wage. This suggests that being paid exactly the minimum wage is viewed as unfair by workers. In addition, the introduction and removal of a minimum wage have asymmetric effects. If existing minimum wages are removed reservation wages only marginally decrease and remain substantially above those prevailing before the introduction of the minimum wage.
Owens and Kagel (2010) find partly contrasting results. They observe that the introduction of the minimum wage results in an increase in average wages but also that dropping the minimum wage leads to a decrease in both average wages and average effort. When a minimum wage is introduced the effects on effort levels differ depending on the wage rate. At lower wage rates and, in particular, in the neighborhood of the minimum wage, a reduction in effort is detected, while no systematic effects on effort levels are found for higher wages.
Overall the evidence of the effect of minimum wages on provided effort is mixed. Importantly, however, the surveyed studies show that on the one hand, the minimum wage increases average wages inducing reciprocal workers to exert more effort. On the other hand, the minimum wage may alter subjects’ fairness perceptions perhaps due to a reference point effect (Kahneman and Tversky, 1979; Abeler et al., 2011). Consequently, wages considered fair when there is no minimum wage tend to be perceived as less fair once there is a minimum wage. The net effect of the minimum wage on effort turns out to be ambiguous and depends on the relative size of these two counteracting effects (Fehr et al., 2009).
2.3.4 Sick Pay
Duersch et al. (2012) experimentally study the interaction of sick pay provision and gift-exchange between firms and workers. The authors modify the standard gift-exchange design to specifically test two hypotheses: the “gift-exchange hypothesis,” which claims that workers uniformly reciprocate sick pay, and the “selection hypothesis,” according to which sick pay favors the matching between those firms who offer sick pay and those workers who appreciate and reciprocate it. In each of 10 periods, employers have to choose from a menu of five contracts each consisting of a wage, w, which is paid if the worker shows up for work, and a sick pay, s, which is paid otherwise. Workers’ lowest effort is equivalent to (pretending to) being sick and not showing up at the workplace. Importantly, the lowest effort may also happen for reasons outside the workers’ accountability. Firms, however, can only verify if workers show up or not. Two main treatments are compared. In treatment M (Monopsony) firms and workers are exogenously and anonymously matched in each period. In treatment S (Selection) firms compete for workers and are given the possibility of hiring more than one worker.
Gift-exchange results are replicated. Moreover, offering sick pay also increases effort. However, the experimental data also show that offering sick pay contracts is not always the most profitable option for firms. In M firms sometimes even suffer losses. Interestingly, when firms have to compete for workers they earn the highest profit when choosing a contract that offers only a partial sick pay. Firms realize this and most frequently choose the contract consisting of a partial sick pay. In both treatments, sick pay contracts induce self-selection and attract more reciprocal workers. In conclusion, in the presence of gift-exchange the effectiveness of sick pay is driven by competition in the labor market.
2.3.5 Deferred Compensation
Huck et al. (2011) experimentally test Lazear's (1979) model of deferred compensation and examine the relationship between a firm's wage offer and worker's effort provision in a three-period game.5 Four treatments are implemented.
In the main Full Commitment Treatment (FCT), firms can fully commit to future wage offers. In FCT results are mixed for both, firms and workers. Deferred compensation is observed but not all firms offer the predicted wage pattern and some workers shirk although they are incentivized not to do. In order to better understand that pattern, the authors conduct two control treatments. In the No Commitment Treatment (NCT), firms can only make non-binding promises about future payments. In the computer firm treatment (CFT), firms’ wage offers are generated by a computer in order to control for the effect of outcome inequality. When there is no commitment device workers' effort and efficiency are low, as predicted. Workers do not believe wage promises and do not reciprocate to promised high future wages. Actual wages are indeed lower than promised ones. Nevertheless, there is evidence for gift-exchange but mainly within a period. Therefore, the authors conclude that the best strategy to induce high effort is not to offer a low wage early and promise a high wage later but offer a high wage right at the beginning. In the Reputation Treatment (RT), firms’ past history on wage promises and actual wages is made available to workers, in order to check for reputation effects. The authors find that actually paying high wages to old workers has indeed a reputation effect and reputation may work as a commitment device.
2.3.6 Gift-Exchange, Incentive Schemes, and Contract Enforcement
Laboratory gift-exchange experiments show that reciprocity is effectively increasing worker effort when contracts are incomplete. In the field, also material incentives are used to mitigate the enforcement problem. Therefore, the question of how explicit performance incentives and gift-exchange interact with each other has been subject of several studies.
Fehr et al. (1997) conduct three treatments involving competitive markets with more workers than firms. In each treatment, firms specify a wage, a desired effort level, and a fine imposed if a worker is detected shirking. In the no-reciprocity-treatment (NRT) contract terms are exogenously enforced by the experimenter; in the weak-reciprocity-treatment (WRT) workers who accept a contract choose an effort level, and a random device determines whether the firms are able to verify shirking; the strong-reciprocity-treatment (SRT) has an additional third stage in which firms can also respond reciprocally, by costly rewarding or punishing workers after they observe actual effort choices.
The results from WRT show that firms’ behavior is affected by reciprocity considerations, as the number of generous offers is significantly higher than in the NRT. Nevertheless, shirking is also quite prevalent. In SRT firms demand and succeed in enforcing much higher effort levels than in WRT. They punish workers who shirk and reward both those who provide the desired or more effort. In response workers reciprocate high wages with high efforts. This leads to a higher aggregate monetary payoff, meaning that both workers and firms are better off in SRT.
Fehr and Gächter (2002) examine the possibility that explicit incentives may create a hostile atmosphere of threat and distrust undermining reciprocity-based extra effort. They conduct a gift-exchange experiment under two treatments, a trust treatment (TT), which resembles a standard gift-exchange game under the one-sided auction trading rules and an incentive treatment (IT) where firms can punish shirking workers.
In TT firms offer higher wages and demand higher effort levels than in IT, resulting in higher actual average effort. The authors observe that the lower effort levels in IT are not caused by lower wage offers but that low wages are a response to the reduction of the workers’ willingness to reciprocate. Further, the data show that efficiency is lower in IT, due to the reduced effort levels. The authors conjecture that the negative incentive effect is due to framing the material inventive as punishment, which workers may perceive as unkind. To test this, an additional bonus treatment (BT) where a shirking worker, instead of paying a fine, does not receive a bonus if caught shirking, is conducted. The incentive structure is exactly the same in IT and BT. Nevertheless, large behavioral differences are observed in IT and BT. With the material incentive framed as bonus, effort levels are significantly higher than when it is framed as punishment.
Fehr et al. (2007) compare the performance of three types of contracts. In the incentive contract the principal offers a wage, a required effort level, and a fine paid in case the agent is caught shirking. If the principal invests in a verification technology, agents’ effort choices are observed with the exogenous probability p = 1/3. In the trust contract, the principal offers a fixed wage to the agent and asks for high effort in return. Lastly, the bonus contract is similar to the trust contract, except that the principal announces that s/he might pay a bonus if the agent exerts more effort than required. The authors conduct a bilateral gift-exchange experiment with two treatments. In the trust-incentive treatment (TI) principals could choose between the trust contract and the incentive contract and in the bonus-incentive treatment (BI) all three contracts could be chosen. In TI it is found that incentive contracts are chosen by most principals and increasingly preferred over time as they perform better from the firm's perspective. Workers’ effort levels and principals’ payoffs are higher with incentive contracts than with trust contracts. In stark contrast, in the BI treatment bonus contracts are chosen much more often than the incentive contracts and the trust contract is never chosen. Hence, on the one hand, in TI fairness concerns are not powerful enough to contradict standard theory prediction that incentive contracts are preferred to trust contracts. On the other hand, when a non-binding promise to pay bonuses is introduced, the results contrast with what standard theory postulates.
In a subsequent paper, Fehr and Schmidt (2007) wonder whether combining a bonus and an incentive contract helps improving efficiency. Principals can choose between a pure bonus contract and a combined contract, which therefore offers both a fine paid in case of detected shirking and a voluntary bonus. Still, the authors find that the vast majority of principals prefer the pure bonus contract, which also turns out to be more efficient. These results seem to support the idea that, in many cases, explicit negative incentives may crowd out intrinsic motivation, as agents might perceive a fine as a hostile act and the choice of monitoring the agents as a signal of distrust.
Eriksson and Villeval (2012) study whether symbolic but costly reward (“respect” in the authors’ words) for high effort affects gift-exchange. They find that the majority of employers do not send symbolic rewards. More symbolic rewards are sent when there is competition on the labor market than when it is balanced and they are mainly used to initiate longer-term relationships. Interestingly, receiving rewards induce higher efforts only when the market is balanced.
Fehr et al. (1996) study incentive effects on efforts in a different environment. Specifically, they test whether the predictions of the shirking version of the efficiency wage hypothesis (Shapiro and Stiglitz, 1984), namely that higher wages and lower effort requirements reduce shirking, are borne out by the data. In the Efficiency Wage Experiments (EWE) firms with different production technologies offer contracts consisting of a wage, a required effort level, and a penalty levied on the worker in case caught shirking. The results are then compared to a Market Clearing Experiment (MCE), where the incentive to pay efficiency wages is removed by allowing the imposition of a higher penalty. In the EWE it is observed that firms make a rational and selfish use of penalties, meaning that the great majority of the chosen penalties meet the standard theoretical predictions. However, wage offers and demanded effort levels tend to lie below the predicted values, suggesting that firms’ choices might be affected by risk aversion. In the MCE the market converges to the predicted values. Most importantly, the authors find support for the efficiency wage hypothesis as an increase in wage offers reduces the probability of shirking and firms try to pay job rents to induce workers not to shirk. Finally, it is shown that the existence of efficiency wages leads to involuntary unemployment.
2.4 Robustness and Extensions of Gift-Exchange Labor Markets
Gift-exchange labor market experiments have been conducted under many environmental conditions and the strong positive relationship between wage and effort has been confirmed by a large number of papers. There are, however, some conditions where gift-exchange may break down. The experiments summarized in this section propose extensions of the basic gift-exchange game design and try to assess whether and to what extent changes in the environmental features affect gift-exchange.
2.4.1 Gift-Exchange, Multi-Worker Firms, and Social Comparisons
The external validity of experimental results gathered in relatively simple environments is a challenge for experimental economics in general and for gift-exchange labor market experiments in particular. For instance, the mostly used implementation of gift-exchange markets, where employment relationships involve one employer and one employee, may limit the validity of results for cases where employers can hire more than one worker.
Maximiano et al. (2007) compare a standard one-employer–one-worker (1–1) bilateral gift-exchange game with one in which each firm has four workers (1–4). In the latter case, the firm has to pay the same wage to all workers, who then simultaneously decide how much effort to provide without knowing the effort choices of their co-workers. In both treatments, workers choose, on average, a higher effort level the higher the offered wage and the difference between treatments is small and statistically not significant. Hence, overall the wage-effort relation is robust to an increased number of workers within a firm.
The previous paper is mainly concerned with the relationship between agents at different levels in the firm hierarchy. Charness and Kuhn (2007) examine how the horizontal relationship between workers and the observation of each other's wages may affect effort choices. They match two workers with different productivity levels (high and low) with one firm. Workers know that their productivity is different from their co-workers’ but they do not know the direction of this difference. Firms can offer their workers different wages. The authors also vary, in a within-subjects design, whether wage offers are public (both workers know both wages) or private (workers know only their own wage). The data show that when a co-worker's wage is secret workers’ effort choices respond very strongly to their own wage. Interestingly, the same holds when workers are informed of their co-workers’ wage before choosing their own effort. Hence, workers seem to be mainly concerned with their own wage offer and horizontal comparisons are either not important or wage differences are perceived as justified because of the productivity differences.
Gächter and Thöni (2010) analyze horizontal pay comparison effects when workers are equally productive. In contrast to Charness and Kuhn (2007), they find that a worker who is paid less than a co-worker significantly reduces his/her effort relative to a situation where equal wages are paid. Gächter and Thöni (2010) further analyze whether the observed pay comparison effects actually come from wage differences or are due to an aversion to intentional wage discrimination. In an additional treatment, a random device chooses workers’ wages on behalf of firms. It turns out that disadvantageous wage discrimination does not result anymore in reduced effort levels and, hence, intentionality is the source of reduced efforts in case of unequal wages.
Gächter et al. (2012) go a step further and investigate whether the possibility to compare both, pay and effort, influences reciprocal behavior. In a three-person gift-exchange game, the employer chooses a wage, which can be different for different workers. In the experiment employees first observe both wages and then choose sequentially an effort level. The worker who moves second (Employee 2), therefore, also receives information about the co-worker's effort choice. The authors find that in this setting pay comparisons do not affect effort choices. However, for a given wage combination, a worker's effort depends on the co-worker's effort decision. Employee 2 exerts high effort if Employee 1 does so and tends to choose low effort if the co-worker also chooses low effort. Hence, on average reciprocity toward the employer is weakened when effort comparison is possible.
studies pay comparison effects in a gift-exchange game where one employer is matched with two symmetric employees, and compares effort choices under three treatments: in the “pay secrecy” treatment each employee only knows his/her own wage; the two “public wages” treatments, where both wages are known to both employees, differ in how wages are determined. In one treatment the employer can choose both wages, while in the other one wage is set exogenously. The data show that information about co-workers’ wages can be detrimental for effort provision. In the pay secrecy treatment effort levels are higher than in the other two treatments because with public wages employees who are paid less exert less effort. Interestingly, this holds even when co-workers’ wages are chosen exogenously.
In Abeler et al. (2010), two agents are matched with one principal who chooses a wage only after having observed the effort simultaneously chosen by the agents in the first stage of a gift-exchange game. In one treatment the principal has to pay the same wage to both agents, while in a second treatment she can set different wages for the two agents. The authors find that in the equal wage treatments effort levels are significantly lower than when agents are paid individually, suggesting that agents perceive equal wages for unequal performance as unfair. In the individual wage treatment principals seem to anticipate that and pay higher wages to agents who exert higher effort. Moreover, when wages are set equal by the employer, employees who initially work hard tend to reduce effort to the level of their low-performing co-workers. The opposite occurs when workers are paid individually: those workers who initially exert low effort align with the high performers.
Siang et al. (2010) also test for horizontal comparisons in a bilateral gift-exchange game, under both random and fixed matching, where workers are provided with either quantitative or qualitative information about the average wage in the market.6 Overall, it is found that information about average wages has a decreasing effect on both wage and effort in the random-matching treatments, and the opposite effect under the fixed-matching protocol.
2.4.2 Framing
Charness et al. (2004) investigate whether providing experiment participants with a comprehensive payoff table has an effect on gift-exchange. They run a standard gift-exchange game under two different conditions. In both conditions subjects are given the payoff functions and in one treatment subjects are, in addition, given a complete payoff table reporting firms and workers’ payoffs for all combinations of wages and effort. The authors find that the provision of such a table, although superfluous for subjects to be able to compute payoffs, does affect behavior. Gift-exchange is observed in both treatments but the inclusion of the payoff table decreases wages and effort. Further, with the payoff table the wage-effort relationship seems to be weakened over time, especially toward the end of the experiment suggesting strategic effort choices. The authors propose two main explanations for the lowered gift-exchange but leave the ultimate reason open. On the one hand, working through the table and focusing on it may have led workers somehow to regard their effort choices and firms’ wage decisions as not linked to each other. On the other hand, the payoff table might have made the distributional consequences more salient, as firms’ marginal benefit resulting from an increased effort decreases as wage increases, which might induce lower effort.
2.4.3 Stake Levels
Fehr et al. (2002) study the effect of high stakes on gift-exchange. They conduct two treatments of the gift-exchange market a normal-stake condition and a high-stake condition, where in the latter the stake level was 10 times higher than in the normal-stake condition, and (Russian) subjects’ earnings amounted on average to up to three monthly incomes. The introduction of high stakes does not weaken the wage-effort relationship. Wages are above the competitive level and quite similar for normal and high stakes. The impact of increased stakes on effort is negligible as well. A comparison of behavior under normal stakes with Austrian subjects show that the reported results are not due to Russian subjects’ characteristics. Overall, the results indicate that market institutions are more important in shaping behavior than stake size.
2.4.4 Market Size
The issue of how market size might affect behavior in a gift-exchange environment is addressed in Brandts et al. (2010). In the small market there are 7 traders (5 workers and 2 firms), while the large market has 21 trading agents (15 workers and 6 firms). In each market trades occur through two different market institutions: double auctions (DA) or bilateral negotiations (BN). The experiment lasts 30 periods in which during the first 10 rounds, subjects trade only through DA. In the successive 20 periods, at the beginning of each period, firms choose whether to enter the DA or privately negotiate with a worker. The worker, in turn, indicates whether or not s/he is willing to enter the BN. Thereafter, the game proceeds with wage offers and subsequent effort decisions. The authors report that gift-exchange is robust to the variation of the number of traders in the market. In both treatments effort and wages are positively correlated and wages and efforts in BN are higher than in DA. In both treatments aggregate surplus is considerably higher in periods 11–30 (when DA and BN coexist in the markets) than in the first 10 periods (with only DA). Hence, the market institution is more important in shaping behavior than the market size.
2.4.5 Transparency
In many employment relationships the amount of effort exerted by the workers is not perfectly observable by the employer, a factor that is ignored in standard gift-exchange experiments. The question arises if workers would still be reciprocal in a situation where hidden actions are possible and, consequently, if it is still profitable for firms to offer generous wages.
Irlenbusch and Sliwka (2005) address this issue by investigating how transparency of effort choices affects gift-exchange. In their experiment, a firm's payoff is given by the sum of a worker's effort and a random component. Two treatments are conducted. In the revealed-effort treatment, firms are perfectly informed about both components of their payoff, whereas in the hidden-effort treatment, firms only observe their payoff without any further detail. Their results show that the positive wage-effort relation is present in both treatments, but it is much stronger in the revealed effort treatment. When exploring the results in more detail the authors find that actual effort levels are similar across treatments, but that wages in the hidden effort treatment are higher. The hidden effort treatment is also characterized by much more heterogeneity in agents’ behavior. It seems that some agents take advantage of the principal not being able to observe their effort while others are willing to exert even more than the efficient effort level in order to signal their willingness to reciprocate.
2.4.6 Subject Pool
Hannan et al. (2002) conducted two experiments with two different U.S. subject pools, MBAs and undergraduate students to explore the effect of work experience. They also compared their behavior to that of Austrian students in Fehr et al. (1998b) in order to investigate whether characteristics of the U.S. society (e.g., a more individualistic approach to work) leads to different results in terms of gift-exchange. The implemented gift-exchange labor markets consist of one-sided auctions and firms were either of high or low productivity. When comparing U.S. students, MBAs, and Austrian students, the authors find that all three subject pools exhibit reciprocal preferences, but that U.S. students are less reciprocal than MBAs and Austrian students. Similarly, MBAs’ wage offers are found to be considerably higher than those of U.S. students. In order to explore whether U.S. students’ weaker gift-exchange is due to not being familiar with gift-exchange labor markets, the authors conduct another treatment where firms have to submit also a desired effort level. In comparison to the first experiment U.S. students exert more effort, which suggest that different work experiences of undergraduates and MBAs may account for differences in their effort responses.
2.4.7 Gift-Exchange in Field Experiments
Some papers study gift-exchange in the field and provide evidence that social preferences identified in the laboratory map into fieldwork environments.
