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Monetary, Fiscal and Structural Policies with Heterogeneous Agents

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Ongoing Project<br />

POLHIA PB-4<br />

Objectives of<br />

the research<br />

Scientific approach /<br />

methodology<br />

New knowledge <strong>and</strong>/or<br />

European added value<br />

<strong>Monetary</strong>, <strong>Fiscal</strong> <strong>and</strong> <strong>Structural</strong> <strong>Policies</strong> <strong>with</strong><br />

<strong>Heterogeneous</strong> <strong>Agents</strong><br />

The Welfare Implications of Information Provision<br />

Luca Colombo <strong>and</strong> Gianluca Femminis<br />

SUMMARY<br />

PB-4 summarizes the results of a paper by Luca Colombo <strong>and</strong><br />

Gianluca Femminis on the welfare implications of the<br />

acquisition <strong>and</strong> use of information when agents' actions (output<br />

choices, price setting, investment decisions) are interdependent<br />

in that they are either strategic complement or substitutes.<br />

The authors develop a strategic choice framework <strong>with</strong><br />

perfect information in which individual actions are taken based<br />

on the observation of public <strong>and</strong> private signals, whose<br />

precisions are set at a cost by a policy maker <strong>and</strong> by private<br />

agents, respectively. The timing of the model is such that in<br />

setting the precision of the public signal, the policy maker –<br />

acting as a leader – optimally exploits the fact that an increase<br />

in the precision of public information reduces the incentives for<br />

private acquisition of information, thereby inducing socially<br />

valuable savings of private resources. <strong>Agents</strong>' expectations on<br />

the fundamentals are updated, using public <strong>and</strong> private<br />

information, based on Bayes' rule.<br />

The authors find that, when information is costly, the welfare<br />

effects of information provision/acquisition depend crucially on<br />

the degree of complementarity/substitutability between<br />

agents' actions, as well as on the private incentives to acquire<br />

information, <strong>and</strong> on the dispersion of agents' actions.<br />

It is shown that in monetary economies characterized by<br />

monopolistic competition price setting the elasticity of<br />

substitution between goods provides an incentive for individual<br />

firms to coordinate production choices. The equilibrium level of


Key messages for<br />

policy-makers,<br />

businesses,<br />

trade unions <strong>and</strong><br />

civil society actors<br />

coordination remains however inefficiently low as firms fail to<br />

fully internalize the negative effects of prices dispersion on the<br />

allocation of resources. In this respect, the acquisition of<br />

idiosyncratic information, by increasing price dispersion,<br />

further reduces the coordination of production resulting in lower<br />

welfare. It is shown that taxing the acquisition of more precise<br />

private information by firms it is a viable tool to improve over the<br />

equilibrium allocations.<br />

If the acquisition of precise private information by private agents<br />

may have ambiguous welfare effects when strategic<br />

complementarities matter, the authors show that the provision of<br />

more precise public information has generically welfare<br />

improving effects. This result builds a clear pro-transparency<br />

case for policy makers – especially central banks – that should<br />

provide reliable <strong>and</strong> precise indicators on the key<br />

macroeconomic <strong>and</strong> monetary variables. Furthermore, when<br />

agents' actions coordination matters, public information tends to<br />

crowd-out private information, reducing agents' incentives to<br />

collect individual signals. This reduces the likelihood that<br />

business cycles are driven by information dispersion, hence also<br />

reducing the importance of information management policies<br />

(versus active monetary <strong>and</strong> fiscal policies) in smoothing the<br />

cycle.


Objectives of<br />

the research<br />

Scientific approach /<br />

methodology<br />

PROJECT IDENTITY 3<br />

Coordination issues play a key role in many economic<br />

environments, ranging from price setting in imperfectly<br />

competitive market, to investment in presence of network<br />

externalities, to output setting in the presence of negative<br />

externalities such as, e.g., pollution. Whenever strategic<br />

interactions matter, agents' actions depend not only on their<br />

own expectations about the fundamental state of the economy,<br />

but also on their expectations about other agents' beliefs. As<br />

available information differs across agents, different beliefs on<br />

other agents' actions emerge.<br />

While the equilibrium characteristics of such environments<br />

have long been understood, their welfare properties have<br />

started attracting interest more recently. A common feature of<br />

the literature investigating these issues is to assume that<br />

information is freely available. In practice, however, the process<br />

of information acquisition/provision is often far from costless,<br />

which ends up constraining the precision of the information<br />

acquired by private agents <strong>and</strong>/or provided by public authorities.<br />

To underst<strong>and</strong> how costly information influences agents'<br />

expectations <strong>and</strong> actions is the goal of the authors' analysis,<br />

who focus in particular on the optimal provision of public<br />

information when coordination among agents' actions matters.<br />

Following Angeletos <strong>and</strong> Pavan (2007), the authors allow for a<br />

rich modelling environment, characterized by the presence of<br />

dispersed information <strong>and</strong> by a variety of possible strategic<br />

effects <strong>and</strong> externalities. As in Angeletos <strong>and</strong> Pavan (2007), in<br />

the authors' framework the effects of public information on<br />

welfare depend crucially on the degree of strategic<br />

complementarity or substitutability of agents' actions. By<br />

restricting attention to economies <strong>with</strong> a unique equilibrium <strong>and</strong><br />

focusing on symmetric linear equilibria, the authors model<br />

explicitly both the acquisition of private information <strong>and</strong> the<br />

provision of public information as being costly <strong>and</strong><br />

endogenously determined. Moreover, decision making is<br />

modelled in a sequential way: private agents are assumed to<br />

choose the precision of their private information only after<br />

having observed the precision of the public signal provided by a<br />

policy maker. The latter acts therefore as a “Stackelberg leader”,<br />

who optimally exploits the fact that an increase in the precision<br />

of the public signal reduces agents' incentives to acquire private<br />

information, thereby inducing socially valuable savings of<br />

private resources. The assumed timing seems consistent <strong>with</strong><br />

the process of information provision/acquisition that is observed<br />

in actual markets. The provision of public information is typically<br />

based on a complex <strong>and</strong> systematic process of data collection<br />

<strong>and</strong> processing performed by a bureau for statistics. In turn,<br />

private agents may enjoy a greater flexibility than the statistics<br />

office in acquiring their desired information targets, as they are<br />

not bound to follow st<strong>and</strong>ard procedures in acquiring additional


New knowledge <strong>and</strong><br />

European added value<br />

PROJECT IDENTITY 4<br />

information. It seems therefore natural to assume that private<br />

agents evaluate the precision of the information provided by the<br />

statistics authority in taking their decisions on the acquisition of<br />

private information.<br />

The authors show that the endogenous choice of the<br />

precision of private signals decreases in the degree of strategic<br />

complementarity among agents' actions. The higher is the<br />

strategic complementarity, the larger are agents' incentives to<br />

align actions, <strong>and</strong> thus the lower is the weight assigned to the<br />

precision of idiosyncratic information. It is also shown that the<br />

precision of private information is decreasing in its cost, due<br />

to the substitutability between private <strong>and</strong> public information.<br />

Furthermore, as expected, private information precision is<br />

decreasing in the precision of public information <strong>and</strong><br />

increasing in the impact of precision on marginal utility; two<br />

results that stem from entirely obvious cost <strong>and</strong> utility effects,<br />

respectively.<br />

The optimal precision of the public signal is determined<br />

essentially by the relationship between the costs of public <strong>and</strong><br />

private information. In particular, it is shown that the policy<br />

maker has no incentives to provide any public information<br />

whenever the cost of public information is sufficiently larger than<br />

that of private information. Furthermore, as is to be expected,<br />

the precision of the public signal – when provided – is<br />

decreasing in its marginal cost, as well as in the precision of the<br />

fundamental. More interestingly, the value of the cost<br />

threshold determining whether public information of positive<br />

precision is provided depends crucially on the socially optimal<br />

<strong>and</strong> on the equilibrium degrees of coordination among agents'<br />

actions. The equilibrium degree of agents' actions coordination<br />

has two countervailing effects on information precision. On the<br />

one h<strong>and</strong>, an increase of the equilibrium degree of coordination<br />

reduces the value that each individual attaches to the precision<br />

of her private signal, which (by augmenting the relative value of<br />

public information) increases the cost threshold. On the other<br />

h<strong>and</strong>, a positive equilibrium degree of agents' actions<br />

coordination implies that individuals tend to overweight public<br />

information (as stressed by Morris <strong>and</strong> Shin, 2002). Accordingly,<br />

an increase in the equilibrium degree of coordination has a<br />

detrimental effect on welfare. The authors show that the first<br />

effect dominates even when the cost of public information<br />

precision exceeds that of private information.<br />

A particularly interesting application of the general<br />

framework discussed above concentrates on the welfare<br />

implications of information provision/acquisition in a<br />

monopolistic competition monetary economy, under the<br />

assumption that information precision has a convex cost.<br />

By embedding the main features of models by Hellwig (2005),


PROJECT IDENTITY 5<br />

Roca (2006), <strong>and</strong> Baeriswyl <strong>and</strong> Corn<strong>and</strong> (2007) into the<br />

general information precision choice model discussed above,<br />

the authors find that the substitution elasticity between goods<br />

induces a “taste” for coordination among agents. As a matter of<br />

fact, the dispersion of prices induces scattering in the production<br />

levels of individual goods; a phenomenon that reduces the<br />

marginal utility of aggregate consumption. The optimal degree<br />

of production coordination is larger than the privately<br />

perceived one because individual price setters do not consider<br />

that the dispersion of prices has a negative impact on the<br />

allocation of resources. Accordingly, the optimal level of public<br />

information precision is always positive <strong>and</strong> larger than the<br />

socially optimal level of precision of privately acquired<br />

information. This remains true even when it is assumed that<br />

public information is substantially costlier than private<br />

information. In a policy perspective, it is shown that the policy<br />

maker should actively discourage individual agents from<br />

collecting more precise private information. Indeed, the<br />

introduction of a tax on the acquisition of private information<br />

succeed in decreasing individual price dispersion, which is<br />

optimal given the taste for individual actions alignment implied<br />

by the monopolistic competition framework.


Key messages for<br />

policy-makers,<br />

businesses,<br />

trade unions <strong>and</strong><br />

civil society actors<br />

Essential references<br />

PROJECT IDENTITY 6<br />

The application of the authors' general framework to a model of<br />

price setting <strong>with</strong> monopolistic competition highlights the<br />

welfare enhancing role of public information provision.<br />

Since price-setters aim at aligning their actions, the value they<br />

attribute to their private signals is lower than the one they attach<br />

to public information. Accordingly, the dem<strong>and</strong> of private<br />

information reduces the larger is the privately perceived motive<br />

for coordination, which creates a need for public information<br />

provision. As this need is reinforced by the fact that the “socially<br />

optimal” degree of coordination is larger than the privately<br />

perceived one, a public authority – e.g., a Central Bank –<br />

should provide precise statistics of the key macroeconomic<br />

variables. Furthermore, the provision of public information<br />

tends to “crowd out” the acquisition of private information<br />

because private agents obtain better information from a source<br />

they value more. Accordingly, when public information is<br />

optimally provided to firms, they have no incentives to acquire<br />

private information. Hence, it is unlikely that the business cycle<br />

will be driven, or amplified, by the dispersion of information. This<br />

implies that active monetary or fiscal policies, as opposed to<br />

information management, are the key ingredients for smoothing<br />

the business cycle.<br />

Angeletos, G. M., A. Pavan (2007), Efficient Use of<br />

Information <strong>and</strong> Social Value of Information. Econometrica,<br />

vol. 75, pp 1103-1142.<br />

Baeriswyl, R., C. Corn<strong>and</strong> (2007), Can Opacity of a<br />

Credible Central Bank Explain Excessive Inflation?.<br />

Discussion paper 2007-08, University of Munich.<br />

Hellwig, C. (2005), <strong>Heterogeneous</strong> Information <strong>and</strong> the<br />

Welfare Effects of Public Information Disclosures. Mimeo,<br />

UCLA.<br />

Morris S., H. S. Shin (2002), The Social Value of Public<br />

Information. American Economic Review, vol. 92, pp 1521-<br />

1534.<br />

Roca (2006) Transparency <strong>and</strong> <strong>Monetary</strong> Policy <strong>with</strong><br />

Imperfect Common Knowledge. Mimeo, Columbia<br />

University.


PROJECT IDENTITY 7<br />

Coordinator Prof. Domenico Delli Gatti (Catholic University, Milan)<br />

Consortium Catholic University of Milan (Italy); University of Amsterdam (The<br />

Netherl<strong>and</strong>s); Università Politecnica delle Marche (Italy);<br />

Fondation Nationale des Sciences Politiques (France); Catholic<br />

University of Leuven (Belgium); University of Rome “La<br />

Sapienza” (Italy).<br />

Duration November 2008 – October 2011 (36 months)<br />

Funding Scheme EC 7 th Framework Programme under Socio-economic Sciences<br />

<strong>and</strong> Humanities, grant agreement n° 225408<br />

Budget Total EC contribution Euro 1,331,530<br />

Website www.polhia.eu<br />

For more information info.polhia@unicatt.it

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