Gift Exchange versus Monetary Exchange: Theory and Evidence J. Du¤y and D. Puzzello U. Pittsburgh and U. Illinois June 2011 Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 1 / 43 MOTIVATION Why do we use money in economic transactions? Likely due to various frictions: Lack of a double coincidence of wants. Lack of perfect commitment/formal enforcement mechanisms. Lack of perfect record-keeping/monitoring. These frictions generally rule out non-monetary, “cooperative outcomes” arising from inde…nite repeated play and render money “essential”. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 2 / 43 ESSENTIALITY OF MONEY De…nition Essentiality: more and/or better outcomes can be supported as equilibria with money than without money. The essentiality of money is related to the inability of agents to sustain cooperation and “good allocations” in equilibrium. The introduction of money can therefore be Pareto improving: Prominent example is Kiyotaki-Wright (1989), which relies on random, anonymous matching as a friction to generate an essential role for money (commodity or …at). But, this model is not very tractable. Experimentally studied by Du¤y and Ochs (1999, 2002). Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 3 / 43 FRICTIONS AND TRACTABILITY Lagos and Wright, JPE 2005 modify the typical money search model How? Alternation between ‘centralized’and ‘decentralized’markets; random matching only in the decentralized market. In the centralized market, all players meet together in a market aimed at rebalancing money holdings. Why? Construct a tractable monetary economy; the centralized market appended to the decentralized market along with quasi-linear preferences makes the distribution of money holdings degenerate. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 4 / 43 TRACTABILITY AND ESSENTIALITY What are the implications of adding a centralized meeting (CM) for the essentiality of money? Aliprantis et al. (Econometrica 2007) show that if there is CM and individual actions are observable, then money is not essential in LW: the …rst best can be supported in the absence of money. With a …nite population size (as in laboratory settings), and with su¢ ciently patient agents, money may no longer be essential as it is possible to sustain play of the …rst best outcome as an equilibrium of the (inde…nitely) repeated game by use of the contagious strategy (e.g., Kandori (1992), Ellison (1994), Araujo (2004), Araujo, Camargo, Minetti and Puzzello (2010)). Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 5 / 43 WHAT DO WE DO? Develop modi…ed versions of LW (Money, M) and Aliprantis et al. (No Money, NM) with …nite populations. Show money is not theoretically essential in these environments; the stationary monetary equilibrium improves upon the autarkic equilibrium but is Pareto inferior to the …rst-best non-monetary equilibrium. Implement modi…ed LW and Aliprantis et al. models in the laboratory. Is behavior consistent with the theoretical predictions? Which equilibrium is selected? Does the population size matter for the essentiality and value of money? Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 6 / 43 MAIN FINDINGS In the environment with money, choices are consistent with monetary equilibrium predictions. In the environment without money, outcomes are closer to autarky than to the …rst-best. Money is empirically, if not theoretically, essential: Welfare is higher in economies with money than in economies without money. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 7 / 43 WHY IMPORTANT? Multiple equilibria: First best, monetary, autarky. Equilibrium selection is ultimately an empirical question, a good reason to go to the lab. Di¢ cult to sustain any kind of cooperation without money. Monetary exchange is more common. Gift exchange predominates only when money is explicitly ruled out. Money is an e¢ ciency enhancing coordination device. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 8 / 43 ENVIRONMENT WITH MONEY Modi…ed LW (2005) environment Finite population of in…nitely-lived agents j 2 J (J is …nite and jJ j = 2N) Time is discrete t = 1, 2, . . . Each period has two stages Stage 1: Agents are uniformly and randomly matched in pairs in the decentralized market (DM) Stage 2: All agents meet in the centralized Walrasian market (CM) Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 9 / 43 ENVIRONMENT WITH MONEY Preferences are additively separable across stages and periods All agents have the same discount factor β 2 (0, 1) (No discounting within stages) Special good in Stage 1; General good in Stage 2. Goods perishable across dates and stages Fiat money is storable and in a …xed supply, M No commitment and no formal enforcement Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 10 / 43 DECENTRALIZED MARKET An agent is either a producer or a consumer of special good with equal probability Every meeting is single coincidence Payo¤: u (x ) utility of consumption of x units of the special good c (y ) disutility of production of y units of the special good u, c satisfy standard assumptions; 9 q > 0 with u 0 (q ) = c 0 (q ) Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 11 / 43 EXCHANGE IN THE DM Timing of events in a meeting: Consumer proposes terms of trade (q, d ) according to a take-it-or-leave-it bargaining protocol Producer accepts or rejects the o¤er If the o¤er is accepted, then trade takes place, else meeting is autarkic Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 12 / 43 CENTRALIZED MARKET Agents are both consumers and producers. Each agent can produce units of a general good. Trades for the general good involve money. Purpose is to rebalance money holdings. Quasilinear preferences: X utility of consumption of X units of the general good and of producing Y Total Period Payo¤= u (x ) Du¤y and Puzzello (Pittsburgh & Illinois) c (y ) + X Y disutility Y Gift versus Monetary Exchange June 2011 13 / 43 MONETARY EQUILIBRIUM Characterized by the solution to a dynamic programming problem, ignoring repeated game dynamics (i.e., the possibility that agents coordinate on a cooperative, “social norm”). 1 β u 0 (qe) Quantity in the DM q e : c 0 (qe) = 1 + β/2 . Notice that q e ! q as β ! 1. So for β < 1, q̃ < q . Price of good in DM p : p = M /2N qe Price of money in CM φ : φ = c (qe) M /2N Money distribution in DM is degenerate at M/2N Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 14 / 43 OTHER EQUILIBRIA: GIFT-GIVING SOCIAL NORMS There exists a decentralized social norm supporting the …rst-best outcome in the money environment. Strategy is as follows: “Do not participate in the CM. Participate only in the DM. Propose (q , 0) every time you are a consumer and accept (q , 0) whenever you are a producer, so long as everyone has produced q for you in your past meetings. If you have observed a deviation then, whenever a producer, reject the terms of trade forever after” Under some conditions, we show this strategy supports the …rst best equilibrium. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 15 / 43 ENVIRONMENT WITHOUT MONEY Modi…ed version of Aliprantis et al. (2007). Same features as other environment, but - no money - decentralized and centralized meetings Centralized meeting: agents choose production of general good and get to consume average production Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 16 / 43 EQUILIBRIA: GIFT-GIVING SOCIAL NORMS There exists a centralized social norm that supports the …rst-best as sequential equilibrium “In the decentralized meeting, propose q whenever you are a consumer and accept to produce q whenever you are a producer. Produce L 2 [0, q ] in the centralized meeting. Continue to do so if you have observed cooperation (i.e., you received or produced q and L was the average production in the CM). If you have observed a deviation, then choose reject whenever a producer in the decentralized meeting and produce 0 forever after in the centralized meeting” Intuition: since …nite population agents can use CM to spread information about a deviation, the presence of the CM should strengthen attractiveness of cooperation as contagion is more immediate. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 17 / 43 CONDITIONS FOR EQUILIBRIUM The gift-giving social norm can be supported as a sequential n o Nash equilibrium if agents are patient enough: β max β, β with β= and β= 2N 2 2N L +q 2N 2 L + q + 12 [u (q 2N 2N 1 2N L 2N 1 1 L + 2N 2 [u (q ) q ] ) q ] These conditions guarantee that on-equilibrium agents have incentives to follow the gift-giving strategy in DM and CM Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 18 / 43 DESIGN Two treatment variables Environment: Money (M)/No money (NM) Population size: 2N = 6 or 2N = 14 2 2 design 2N = 6 2N = 14 Du¤y and Puzzello (Pittsburgh & Illinois) M 4 Sessions 4 Sessions NM 4 Sessions 4 Sessions Gift versus Monetary Exchange June 2011 19 / 43 GENERAL SETUP Each session consisted of several sequences (supergames) Each sequence consisted of an inde…nite number of repetitions (periods) of a stage game Each stage game involved 2 rounds, a decentralized meeting round and a centralized meeting round Every sequence began with the play of at least one, two-round stage game At the end of each stage game, the sequence continued with another repetition (period) of the stage game with probability β = 5/6 and ended with probability 1 β = 1/6 Sessions averaged 31.1 total periods; on average 5.7 sequences were played in each session with each sequence having an average length of 5.5 rounds Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 20 / 43 GENERAL SETUP, Cont’d Subjects were initially endowed with 20 points In the M treatment, at the start of each new inde…nite length sequence, each subject was endowed with 8 tokens Subjects earned points from consumption and lost points from production. In the money treatment they are instructed that "tokens" have no point (redemption) value Utility from decentralized market consumption, u (x ) = A log(1 + x ). All other utility and cost functions were linear. These functions were presented to subjects as tables mapping quantities into points Subjects’s point totals from all sequences played were converted into money at the known rate of 1 point = $0.20 cent. Average total earnings were $23.54 per subject for a 2.25 hour experiment Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 21 / 43 Decentralized Meeting 2N Subjects randomly formed into N pairs. One member randomly selected to be the consumer, the other the producer Consumers make a proposal: q 2 [0, q ]. In the M treatment, they can also o¤er d 2 [0, mt ] of their current money holdings, mt Producers accept or reject the proposal. In the money treatment, the decision can be conditioned on their own current money balance, mp,t , and that of the consumer with whom they were paired, mc ,t If accepted: The producer gives up q points. In the M treatment s/he receives d additional tokens The consumer gains u (q ) points. In the M treatment s/he gives up the d tokens o¤ered in the proposal If rejected: No exchange; point totals and token balances are unchanged Following outcome of the Decentralized meeting –> Centralized Meeting Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 22 / 43 Centralized Meeting M treatment: subjects decide whether to be a buyer, seller or non-participant in the market for the homogeneous good X. Consumption (production) of 1 unit of good X is worth (costs) 1 point Buyers submit a quantity and per unit bid price in tokens for good X, subject to budget constraints Sellers submit a quantity and per unit ask price in tokens for good X A centralized market clearing mechanism sorted bids from highest to lowest and asks from lowest to highest. The intersection determines the market price, P. All transactions involving the exchange of tokens for goods take place at price P NM treatment: subjects indicate how many units x 2 f0, 1g they wished to produce of good X. Consumption (production) of 1 unit of good X is worth (costs) 1 point The average number of units of good X produced, x, is calculated Subjects’net payo¤ (consumption-production) in points from the centralized meeting was x x Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 23 / 43 Continuation of a Sequence Following completion of the Centralized Meeting, a die roll determined whether or not the sequence continued with a new 2-round period (stage game) If a 1,2,3,4,or 5 was rolled, the sequence continued with another 2-round period In the M treatment, if a sequence continued, each subjects’token balances as of the end of the centralized meeting were carried over to the decentralized round of the new period If a 6 was rolled, the sequence was declared over In the M treatment, if a sequence ended, then all subjects’token balances were set to zero Depending on the time available a new sequence might then begin Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 24 / 43 Parameterization and Predictions M/2N = 8. Known, constant money supply M = 48 if N = 3; 112 if N=7 First best eq. DM quantity: u (q ) = 7 log(1 + q ), c (q ) = q, q : u 0 (q ) = c 0 (q ) ) q = 6 Monetary eq. decentralized market quantity of special good: q̃ : ((u 0 (q̃ ))/(c 0 (q̃ ))) = 1 + ((1 β)/( β/2)) ) q̃ = 4 Monetary eq. decentralized market price of special good: ((M/2N )/q̃ ) = (8/4) = 2 Monetary eq. centralized market price of general good: (M/2N )/c (q̃ ) = 2 Monetary eq. centralized market trade volume: 4N: 12 if N = 3; 28 if N = 7 First best eq. payo¤ per pair per period: v = 7 log 7 6 = 7.62 points Monetary eq. payo¤ per pair per period: v = 7 log 5 4 = 7.26 points Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 25 / 43 FINDING 1 There are no di¤erences in o¤er acceptance rates across M and NM treatments. In the money treatment, more than 95% of proposals involve positive amounts of tokens. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 26 / 43 Support for Finding 1 Session No., Treatment Acceptance Rates % 1 st half 2 nd half All % Monetary O¤ers 1 st half 2 nd half All 1, M6 2, M6 3, M6 4, M6 Avg. 1-4 53.3 50.0 42.2 47.9 48.3 35.6 57.8 48.9 70.6 53.8 44.4 54.0 45.6 59.6 51.1 93.3 92.9 97.8 93.8 94.4 86.7 95.6 100 100 95.7 90.0 94.3 98.9 97.0 95.1 5, M14 6, M14 7, M14 8, M14 Avg. 5-8 32.5 35.7 46.2 42.9 40.2 42.9 32.4 46.2 42.9 41.2 37.9 34.0 46.2 42.9 40.7 100 99.0 98.3 99.2 99.0 94.0 94.3 93.3 91.3 93.1 96.9 96.6 95.8 95.1 96.0 9, NM6 10, NM6 11, NM6 12, NM6 Avg. 9-12 52.1 58.3 22.2 62.2 48.9 68.6 52.1 25.0 60.0 51.6 60.6 55.2 23.7 61.1 50.3 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a 13, NM14 14, NM14 15, NM14 16, NM14 Avg. 13-16 36.1 44.8 29.4 46.7 38.8 39.5 45.9 46.2 34.8 41.6 37.8 45.3 37.8 40.6 40.2 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Table: Average Acceptance Rates and % Monetary O¤ers Each Session Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 27 / 43 FINDING 2 Proposals are less likely to be accepted as the quantity requested increases. In the Money treatment, proposals are more likely to be accepted the higher the number of tokens o¤ered. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 28 / 43 Support for Finding 2 Constant Session Group14 NewSeq Period PriorCons HLscore Money q d Dependent Variable, Accept=1, Reject=0 All Sessions NM Sessions M Sessions (1) 0.197 2.508 0.989 (0.638) (1.427) (0.308) 0.019 -0.094 0.060 (0.057) (0.127) (0.058) -0.382 0.158 -0.687 (0.268) (0.601) (0.272) 0.285 0.460 0.360 (0.077) (0.122) (0.111) -0.010 -0.033 -0.074 (0.003) (0.005) (0.006) 0.182 0.317 0.038 (0.063) (0.098) (0.088) -0.018 -0.045 -0.002 (0.036) (0.084) (0.035) 0.556 (0.472) -0.151 -0.658 -0.344 (0.014) (0.582) (0.031) 0.208 (0.024) d /q mp mc No. obs. 2,487 1,274 M Sessions (2) -0.356 (0.315) 0.015 (0.062) -0.614 (0.288) 0.306 (0.110) -0.0489 (0.006) -0.0173 (0.0924) -0.008 (.0372) -0.015 (0.008) 0.002 (0.012) 1.219 (0.094) -0.014 (0.008) -0.029 (0.009) 1,213 1,184 Table: Probit Regression Analysis of Proposal Acceptance Decisions Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 29 / 43 FINDING 3 Quantities exchanged in the decentralized meeting are signi…cantly greater when there is money than when there is no money. However, quantities in both environments are well below the e¢ cient equilibrium level. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 30 / 43 Support for Finding 3 Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 31 / 43 Support for Finding 3, cont’d Session No., Treatment 1 st half Average q 2 nd half All 1 st half Average d 2 nd half All 1 st half Avg. Price 2 nd half All 1, M6 2, M6 3, M6 4, M6 Avg. 1-4 5.05 4.62 5.05 3.32 4.49 4.19 4.25 4.09 3.00 3.85 4.68 4.41 4.54 3.12 4.16 5.59 5.10 4.54 4.33 4.88 5.63 5.80 6.90 5.61 5.97 5.61 5.48 5.81 5.14 5.50 1.18 1.12 0.92 1.52 1.19 1.31 1.37 1.73 1.88 1.58 1.23 1.25 1.35 1.75 1.41 5, M14 6, M14 7, M14 8, M14 Avg. 5-8 3.64 4.49 4.00 4.48 4.19 3.81 2.09 2.46 3.00 2.79 3.74 3.34 3.24 3.75 3.51 4.27 4.03 5.28 5.30 4.80 6.03 4.54 5.46 5.87 5.47 5.29 4.28 5.36 5.58 5.16 1.15 0.96 1.40 1.33 1.23 1.61 2.31 2.37 1.96 2.09 1.42 1.60 1.87 1.64 1.65 9, NM6 10, NM6 11, NM6 12, NM6 Avg. 9-12 1.55 1.36 1.70 1.63 1.56 1.26 1.13 0.57 1.07 1.01 1.37 1.25 1.11 1.35 1.27 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a 13, NM14 14, NM14 15, NM14 16, NM14 Avg. 13-16 1.67 1.89 1.24 1.49 1.56 0.99 1.08 0.69 0.94 0.92 1.31 1.46 0.91 1.24 1.22 n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a n/a Table: Trade Average O¤er Quantities and Prices, Each Session Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 32 / 43 FINDING 4 Welfare is higher in economies with money than in economies without money. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 33 / 43 Support for Finding 4 Session No., Treatment E¢ ciency w.r.t First Best Eq. 1 st half 2 nd half All Periods E¢ ciency w.r.t. Monetary Eq. 1 st half 2 nd half All Periods 1, M6 2, M6 3, M6 4, M6 Avg. 1-4 0.45 0.46 0.40 0.36 0.42 0.30 0.53 0.44 0.60 0.47 0.37 0.49 0.42 0.43 0.43 0.47 0.48 0.42 0.38 0.44 0.31 0.55 0.46 0.63 0.49 0.39 0.52 0.44 0.45 0.45 4, M14 5, M14 6, M14 7, M14 Avg. 5-8 0.29 0.30 0.40 0.35 0.34 0.36 0.21 0.31 0.27 0.28 0.32 0.25 0.36 0.30 0.31 0.30 0.31 0.42 0.36 0.36 0.37 0.22 0.33 0.29 0.30 0.34 0.26 0.37 0.32 0.39 7, NM6 8, NM6 9, NM6 10, NM6 Avg. 9-12 0.28 0.34 0.14 0.39 0.29 0.36 0.26 0.07 0.31 0.25 0.33 0.30 0.10 0.35 0.27 0.30 0.36 0.15 0.41 0.30 0.38 0.27 0.08 0.33 0.26 0.35 0.31 0.11 0.37 0.29 11, NM14 12, NM14 13, NM14 14, NM14 Avg. 13-16 0.22 0.28 0.16 0.28 0.23 0.20 0.24 0.17 0.17 0.19 0.21 0.26 0.17 0.23 0.21 0.23 0.29 0.17 0.29 0.24 0.21 0.25 0.18 0.18 0.20 0.22 0.27 0.17 0.24 0.22 Table: E¢ ciency Relative to First Best or Monetary Equilibrium, Each Session Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 34 / 43 FINDING 5 Welfare is higher in treatment M6 as compared with treatment M14; there is no welfare di¤erence between treatments NM6 and NM14. Support for this …nding is found in the same Table used in support of Finding 4. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 35 / 43 FINDING 6 In the M treatments, centralized market prices and trade volume are lower than predicted in the monetary equilibrium. The distribution of money holdings at the end of the centralized market is not degenerate. However, there is evidence that subjects are using the centralized meeting to re-balance their money holdings. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 36 / 43 Support for Finding 6 Session No., Treatment Particp. Rate Avg. Centralized Mkt. Price 1 st half 2 nd half All Periods Avg. Centralized Mkt. Volume 1 st half 2 nd half All Periods 1, M6 2, M6 3, M6 4, M6 Avg. 1-4 .81 .77 .87 .87 .83 1.16 0.96 1.26 2.43 1.48 1.30 1.03 1.55 1.84 1.44 1.23 0.99 1.41 2.11 1.46 8.08 8.29 4.29 3.85 6.05 5.46 5.27 3.80 5.31 4.97 6.77 6.72 4.03 4.65 5.51 5, M14 6, M14 7, M14 8, M14 Avg. 5-8 .79 .67 .80 .66 .73 1.30 2.52 1.67 1.36 1.71 1.58 3.16 2.31 1.52 2.14 1.45 2.85 1.99 1.44 1.93 9.82 4.54 12.18 14.35 10.55 6.67 4.15 9.00 10.73 7.88 8.17 4.35 10.59 12.66 9.23 Table: Participation Rates, Market Prices and Volume in the Centralized Round of the Money Treatment Sessions Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 37 / 43 Support for Finding 6, cont’d Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 38 / 43 Support for Finding 6, cont’d Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 39 / 43 Support for Finding 6, cont’d Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 40 / 43 FINDING 7 In the NM treatments, contributions to the public good in the centralized meeting are close to zero irrespective of the population size. Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 41 / 43 Support for Finding 7 Session No., Treatment Average Public Good Contribution 1 st half 2 nd half All Periods 9, NM6 10, NM6 11, NM6 12, NM6 Avg. 9-12 0.06 0.20 0.04 0.00 0.08 0.03 0.04 0.00 0.00 0.02 0.05 0.12 0.02 0.00 0.05 13, NM14 14, NM14, 15, NM14, 16, NM14, Avg. 13-16 0.02 0.02 0.01 0.04 0.02 0.01 0.01 0.00 0.02 0.01 0.02 0.02 0.01 0.03 0.02 Table: Average Public Good Contributions in the Centralized Round of the No Money Treatment Sessions Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 42 / 43 CONCLUSIONS AND FUTURE WORK Money is empirically essential and other social norms are di¢ cult to emerge and sustain. Robustness of money relative to other decentralized mechanisms, e.g. communication. What other institutional features facilitate the emergence and sustainability of cooperation? Will a Friedman rule be optimal? Du¤y and Puzzello (Pittsburgh & Illinois) Gift versus Monetary Exchange June 2011 43 / 43
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