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Abstract

Despite the theoretical agreement on the inflationary effects of persistent deficits empirical work did not provide supporting evidence until the inclusion of non-developed countries in panel studies. This paper proposes an alternative approach, by exploiting the changes in development in a single country in the very long run, Spain over 1874-1998. As a main result, the use of different econometric tools shows that the causality from fiscal to monetary variables weakens as time goes by. More importantly, as in previous research, the intensity of the link markets, fiscal dominance holding until the easier access to foreign markets that followed its entry into the European Community in 1985.
Documento de Trabajo 2008-08
Facultad de Ciencias Económicas y Empresariales
Universidad de Zaragoza
BEATING FISCAL DOMINANCE. THE CASE OF SPAIN, 1874-1998
M. D. Gadea
University of Zaragoza
M. Sabaté
University of Zaragoza
R. Escario
University of Zaragoza
Abstract
Despite the theoretical agreement on the inflationary effects of persistent deficits,
empirical work did not provide supporting evidence until the inclusion of non-
developed countries in panel studies. This paper proposes an alternative approach, by
exploiting the changes in development in a single country in the very long run, Spain
over 1874-1998. As a main result, the use of different econometric tools shows that the
causality from fiscal to monetary variables weakens as time goes by. More importantly,
as in previous research, the intensity of the link matches perfectly with the different
degree of Spain’s access to developed financial markets, fiscal dominance holding until
the easier access to foreign markets that followed its entry into the European
Community in 1985.
Keywords: fiscal dominance, money, financial development
JEL classification codes: E31, E52 , H 62
Corresponding autor:
Marcela Sabaté
Deparment of Applied Economics
Faculty of Economics, Gran Vía 2 50.005 ZARAGOZA
Phone (+34) 976 761848 msabate@unizar.es
Fax (+34) 976 761841
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BEATING FISCAL DOMINANCE. THE CASE OF SPAIN, 1874-1998
1. Introduction
In 1992, the Maastricht Treaty imposed the cutting of deficits and debt on the
countries committed to the building of the European Monetary Union (EMU). Implicit
in the measure was the assumption that fiscal policy could interfere with the strict
monetary policy needed by some economies to control inflation and fix the exchange
rate against the euro. However, at that time the evidence for the link between deficits
and prices was far from compelling. The profusion of empirical studies carried out for
the USA as a reaction to its high inflation levels in the 1960s and early 1970s, yielded
mixed results. While authors such as Barro (1977, 1978 a, b), Levy (1981), Hamburger
and Zwick (1981), Allen and Smith (1983), Miller (1983), Ahking and Miller (1985)
found some kind of relationship between fiscal and monetary variables for the USA in
different periods between 1950 and 1980, others including Niskanen (1978) and Dwyer
(1982) failed in the same task. The failure to find such a link was again the result of
King and Plosser (1985) and Giannaros and Kolluri (1985) when studying a sample of
developed countries over the period 1950-1980; Protopapadakis and Siegel (1987) only
being able to find very weak evidence. More recently, Vieira (2000) again failed when
studying six European Union countries in 1950-1996.
On the contrary, the evidence has proved to be much more successful in panel
studies which include developing countries and/or countries with high inflation, like
those considered in Fischer, Sahay and Végh (2002) and Catão and Terrones (2005).
The former, working with a sample of 94 countries for 1960-1995, show the existence
of a relation between fiscal and monetary variables for (non-developed) economies with
very high inflation levels. This finding is confirmed in the even more comprehensive
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study of Catão and Terrones (2005) which, covering 107 countries in the period 1960-
2001, offers supporting evidence that fiscal deficits are linked with inflation when the
most developed and low-inflation economies are ruled out of the panel. In fact, these
authors sustain that the difficulties of previous studies in finding supporting evidence on
the link between deficits and prices is due to the predominance of advanced or
historically low-inflation countries in the samples.
What the present paper proposes is to use a different approach to test for the
validity of this bias. Instead of considering differences across countries to uncover the
link between fiscal and monetary variables, we propose to consider changes in the
institutional and inflation features of a single country over a very long period, the case
of Spain from 1874 to 1998. Between 1874, when the Bank of Spain was granted the
monopoly of issue, and 1998, when the Bank lost its monetary function with the
country’s entry into the EMU, the Spanish economy underwent dramatic changes, both
in terms of financial development and inflation. Accordingly, we think the link between
fiscal and monetary variables might have changed over time. It is worthwhile remarking
that in comparison with panel studies, the temporal approach proposed here offers a
profusion of tools to establish the direction of the causality between variables and,
consequently, to discriminate whether the link between fiscal and monetary variables is
reflecting the financing of deficits through money creation or, alternatively, the simple
fact that governments target the deficits in real terms 1.
Generally speaking, there is a large narrative supporting the idea that the Spanish
fiscal policy dominated monetary policy for most of the period that runs from 1874 until
1998, the year that the peseta disappeared into the euro. According to Flores de Lemus
1 The causality analysis makes sense since the association of movements between budget and
prices, as Barro (1979) pointed out, might be simply reflecting that the fiscal authorities targeted the
budget in real terms. In our case, as long as prices reflected changes in money, the budget would appear
related to money movements, even if budget was not causing these movements.
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(1929), Olariaga (1933), Sardá (1948), and more recently, Martín Aceña (1985 a,b,
2003), the budget guided the path of money creation in Spain from 1874 to 1935. The
same perception that the failure to control deficits continued to condition monetary
policy and price dynamics is expressed by Poveda (1972), Rojo and Pérez (1977),
González (1979), Fuentes Quintana (1995, 1996), Malo de Molina (1998, 2003) and
Rojo (2002, 2004) for most of the period from the end of the Spanish civil war (1936-
1939) until the Bank of Spain broke free from government with the Law of autonomy in
1994.
However, despite this general perception, the hypothesis of fiscal dominance,
understood as the subordination of monetary to fiscal policy, has not been formally
tested for the whole period, 1874-1998, in which the peseta constituted the Spanish
currency2. Under a regime of fiscal dominance, the deficits (contemporaneous or
previous) drive the path of money creation. No matter whether or not deficits are
immediately monetized, as King and Plosser (1985) argue, under the hypothesis of
fiscal dominance the nexus is between deficits and the present value of the revenues
from seigniorage (understood as the financing of deficits through monetary base
creation). Our goal is precisely to test econometrically if the hypothesis of fiscal
dominance holds for Spain in 1874-1998, and above all, to examine the possibility of
the link between budget and money having changed as the Spanish economy developed.
We start by analysing the relationship between budget and monetary base. We
apply a stationary VAR (Vector AutoRegressive) model and find a dynamic and causal
link from budget to monetary base for the whole period. More importantly, when
repeating the analysis of causality for the sub-periods identified by the Bai and Perron
2 Sabaté et al. (2006) only test for the existence of a link between budget and the monetary base
for the sub-period 1874-1935.
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(1998) structural break methodology, we find that the link weakens as time goes by.
According to this analysis, there are two breaks in the causality relationship between
budget and changes in the monetary base, located around 1934 and 1983. If we again
apply the Granger causality tests to the sub-periods delimited by the breaks, we find a
very strong unidirectional causality relationship for the sub-period 1874-1934, whose
significance declines in the sub-period 1935-1983 and, finally, becomes non-significant
for the sub-period 1984-1998. We consider these results to be in accordance with those
of Catão and Terrones (2005), for whom the strength of the link between budget and
prices is inversely related to the degree of institutional development and directly related
to the inflation level of a country.
Thus, the strong causality found here for the sub-period 1875-1934 is coherent
with the lack of a modern (and sufficient) income tax system that, in absence of a
developed domestic financial market and difficult access to the foreign market, pushed
Spain towards seigniorage. The evidence of seigniorage for the sub-period 1935-1983
can be explained in similar terms. In an international framework of higher barriers to
capital flows, the Spanish maintenance of a regressive tax system and a very narrow
domestic asset market meant that government continued to finance deficits by
expanding the monetary base. Causality from budget to monetary base did not finish
until the sub-period 1984-1998, which is related to the liberalization and corresponding
deepening of the domestic financial market, as well as to the easier access to foreign
markets that followed the entry of Spain into the European Community.
However, the end of seigniorage did not mean the end of fiscal interferences in
the monetary field, as we can see if we analyse the link between budget and money by
considering, instead of the monetary base, the LAPS (Liquid Assets held by the Public),
the aggregate on which the Spanish monetary objectives started to be fixed in 1983. By
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applying the bounds-test procedure of Pesaran et al. (2001) to exam the relation
between budget and LAPS, we again find a strong link for the whole period 1874-1998,
the causality again running from the fiscal to the monetary variables. More
interestingly, when testing causality recursively, we find that the link strengthens until
1935 and relaxes from then on, although there is no sharp decline in the mid-1980s that
allows us to think of a break around 1983, as occurred when using the monetary base.
With the LAPS the decline is delayed until the 1990s, the difference fitting in perfectly
with the changes introduced in the financing of Spanish deficits, precisely in 1983,
when, from being directly covered by credits from the Bank to the Treasury, they started
to be covered mainly through the issue of very liquid assets. What matters is that, in
practice, these very liquid Treasury bonds, working as money, constituted the most
expansionary component of LAPS until 1989. This fact could explain why, despite the
enlargement of financial markets, the econometric link between budget and money
remains until late 1980s, when considering the LAPS instead of the monetary base. The
end of interferences only arrived in the 1990s when an autonomous Bank of Spain,
conveniently supported by the alleviation of deficits, showed itself capable of imposing
monetary control and reducing Spanish inflation to low single digits for the first time in
decades.
In this sense, our results are also in accordance with the findings of previous
studies for the second half of the XXth century, in that the link between fiscal and
monetary variables is stronger for countries with high inflation rates. We find that the
causality link from budget to monetary base in the sub-period 1935-1983 does not
disappear until the sub-period 1984-1998 when, after a decade of high two-digit levels,
Spanish inflation returned to low one-digit levels. This correspondence between the
strength of the link and the level of inflation appears even clearer when, instead of the
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monetary base, we consider the LAPS. In this case, we extend the sub-period of fiscal
interferences until the year 1990, which makes the corresponding inflation rate even
lower. To sum up, the same way that in panel studies different groups of countries
exhibit a link between deficits and prices or not depending on their levels of
development and inflation, the Spanish case serves to illustrate how, for a single
country, the link between fiscal and monetary variables also changes with its different
levels of financial development and inflation.
The rest of the paper is organised as follows. In Section 2, we briefly introduce
the theory of fiscal dominance and the econometric methodology used in testing this
theory for the Spanish case. In Section 3, we present the econometric results of
analysing the link between the fiscal and monetary variables and try to match these
results with the Spanish narrative on monetary history. Finally, in Section 4, we
conclude.
2. Fiscal dominance. Hypothesis and testing methodology
The concept of fiscal dominance, as the term itself suggests, refers to a scenario
where monetary policy is driven by fiscal policy. According to King and Plosser (1985),
the potential influence of fiscal on monetary policy starts with the t single-period budget
constraint:
[1]
where Dt is the stock of public debt in year t; r is the nominal interest rate; GNFt, the
non-financial public spending; Tt the taxes collected in year t and Zt the funds
transferred by the central bank to the Treasury, in other words, the seigniorage.
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By dividing all the variables in [1] by the product of real income Yt and the price
level Pt, and solving forward3, we obtain:
[2]
where the lower-case letters indicate that the variables are divided by the nominal
income and denotes one plus the real income growth divided by one plus the real
interest rate. Equation [2] expresses the intertemporal sustainability of budget
constraint.
To introduce the role played by the monetary policy in this constraint, King and
Plosser (1985) consider the t single-period behaviour of the central bank:
[3]
where Ft is the stock of assets held by the central bank in year t and MB is the monetary
base. By transforming these variables in the same way as those of the single-period
budget constraint and substituting z in [2], the consolidated intertemporal budget
constraint is obtained:
[4]
where mbt+j= mbt+j- mbt+j-1.
Given this constraint, fiscal policy is said to be dominant when the fiscal
authorities autonomously fix the path of spending, taxation and debt, leaving the
monetary authorities to decide only about the rhythm of money creation revenues to
satisfy this intertemporal budget constraint. Thus, as the authors themselves point out,
under a regime of fiscal dominance, the theoretical nexus is between deficits and the
present value of the revenue from seignoriage. In other words, the hypothesis of fiscal
3 The real interest rate being Rt-1= P t-1 (1+rt-1)/Pt – 1.
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dominance requires the existence of a dynamic causal link from deficits
(contemporaneous or previous) to money creation4.
As we said, the aim of the present paper is to test for the existence of a dynamic
causal link between a fiscal (budget) and a monetary variable (monetary base and
LAPS). The first step will be to study the order of integration of these series by applying
the ADF tests of Dickey and Fuller (1981), the PP of Phillips-Perron (1988) and the
MZ-GLS of Perron and Ng (1998) and Ng and Perron (2001), to detect the presence of
unit roots. As a complement, the KPSS test of stationarity of Kwiatkowski et al. (1992)
will be also applied. If the results confirm that all the series, budget, changes in the
monetary base and changes in LAPS are I(0), a stationary VAR will be used to study
the relationship between budget and each measure of money.
In a general form, a p-order VAR can be expressed as:
[5]
where is a vector of k endogenous variables and Dt may include the deterministic
components, intercept, trend or dummy interventions. In our case, we have two
variables (k=2) and will use the following specification:
[6]
[7]
4 As King and Plosser (1985) themselves suggest, one possibility for this link to exist is the well-
known case modelled by Sargent and Wallace (1981) where fiscal authorities autonomously fix deficits
that, in a framework of monetary restrictions, are initially financed via debt. Even then, the deficits end up
causing money creation if, due to monetary control, the increasing interest rate of bonds exceeds the rate
of growth of the economy. Once the placement of bonds reaches its limit in terms of the size of the
economy, there would be no alternative but to cope with the financial costs of debt via seigniorage.
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We can test for causality between Y1 and Y2 in the sense of Granger (1969, 1988)
according to which Y2 is not causing Y1 if all lagged values of Y2 are zero in [6], and Y1 is not
causing Y2 if all its lagged values are zero in [7]. In practice, we will test for the null of
non-causality by applying a Likelihood Ratio test (LR), that is to say, by making
in [6] and in [7]. We will do this after ensuring the correct
specification of the model and the selected order of the VAR. Moreover, we can
complete the causal analysis by computing the Forecast Error Variance Decomposition
(FEVD) and estimating the Impulse-Response Functions (IRF), both very suitable tools
to analyse the causality pattern in a VAR system (Lütkepohl, 1991).
Finally, once the causal relationship has been examined for the whole period
1874-1998, we can apply the methodology of Bai and Perron (BP) (1998, 2003a, b) to
test for the presence of structural breaks in the causality relation between budget and
money. Based on the principle of global minimizers of the sum of squared residuals, the
BP methodology looks for multiple structural breaks, consistently determining the
number of break points over all possible partitions as well as their location. They
consider m breaks (m+1 regimes) in a general model of the type:
[8]
where yt is the dependent variable; xt (px1) and zt (qx1) are vectors of independent
variables of which the first is univariate and the other can change,
β
and
δ
j (j=1, ...,
m+1) are the corresponding vectors of coefficients and Ti , ..., Tm are the break points
treated endogenously in the model.
Using this method, Bai and Perron (1998) suggest carrying out three types of tests.
The first one, supFT(k), tests the null hypothesis that there are no breaks (m=0) against
the alternative that there are m=k breaks. The second one, supFT(l+1/l), tests the null
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m=l against the alternative m=l+1. Finally, the so-called ‘double maximums’ tests,
UDmax and WDmax, test the null of the non-existence of structural breaks against the
alternative of an unknown number of breaks. Following their own proposal, we will use
a double procedure to select the number of breaks: the SBIC information criterion and a
sequential method based on the application of supFT(l+1/l). If breaks are found, it
means that the nature of the link has changed over time and we will repeat the analysis
of causality for each of the sub-periods identified, trying to relate the results with our
knowledge of fiscal and monetary policies.
However, the methodology summarized above serves only for stationary
variables. If the fiscal and monetary variables under study are not of the same order, we
should apply, as Pesaran et al. (2001) suggest, the bounds testing ARDL procedure to
test for the existence of a long-run relationship in models including both I(0) and I(1)
variables, or variables of an undetermined order of integration (maximum I(1)). These
authors use a conditional ECM to estimate the following relationship by least squares:
[9]
where D is a vector of deterministic terms; Z includes lags of the monetary (dm) and
fiscal (db) variables, and and are the long-run multipliers for these variables,
respectively; represents the short-run dynamic coefficients and δ the
contemporaneous correlation with db. The authors propose a joint test on the long-run
coefficients of the forcing variables, where the null hypothesis is the non-existence of a
long-run relationship between the considered variables, that is, H0 :
π
1 =
π
2 = 0 in [10]
against the alternative H1 :
π
1
0 or
π
2
0. What is special here is that the test, as it is
not certain whether the integration order of the series is I(0) or I(1), works with two sets
of critical values, one for each extreme case, namely, “all the variables are I(0)” and “all
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the variables are I(1)”. Thus, if the resulting statistic lies outside the upperlimit of the
critical values bound, the null hypothesis will be rejected. If it lies below the lowerlimit
it cannot be rejected. If evidence is found in favour of the existence of a long-run
relationship between the fiscal and monetary variables, the next step will be to estimate
its defining parameter.
The ARDL approach discussed in Pesaran and Shin (1999) consistently estimates
the levels effects and short-run dynamics of the relation b-dm by OLS, obtaining the
long-run coefficients no matter whether the regressors are I(0) or I(1). For example, in
the case of an ARDL (2,1) model, the equation to estimate will be the following:
[10]
where the deterministic variable wit can include a constant and different dummies, and
the long-run parameter to study would be . To select the order of the
ARDL model the SBIC criterion is suggested.
As regards causality, we will use the “lag-augmented VAR” method proposed by
Toda and Yamamoto (1995) and Dolado and Lükepothl (1996), especially useful when
there is some uncertainty concerning the order of integration of the series. This
approach employs a VAR (p+1) model with an order that is one higher than the possible
order of integration of the variables (p), and then applies a Wald test only on the
coefficients of the first p lags. Finally, if causality from budget to money for the whole
period 1874-1998 is established, the changing nature of the link over time can be
examined by a recursive analysis of the causal relationship.
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3. Matching econometric results with economic narrative
As we said, we want to exam the link between Spanish budget and two
monetary variables in the very long run. First, we will examine the link between
public budget in relation to nominal GDP [ ] and the monetary base
growth, also in relation to nominal GDP [ ]. Then, we will
analyse the link between budged and the LAPS growth [ ].
All of the data are annual and the results of analysing the properties of these three
variables are shown in Table 1. According to these results, series b and dmb are I(0),
so we can apply a stationary VAR model to study the relationship between them.
Nonetheless, the order of integration of the broader monetary aggregate, dlap, is more
ambiguous. The test points to a stationary series with a deterministic trend but it does
not offer a conclusive result in the model with an intercept and no trend. So, to study
the relation between b and dlap, it is more suitable to use the aforementioned bounds
testing-ARDL procedure proposed in Pesaran, Shin and Smith (2001) and Pesaran
and Shin (1999).
To start with, in Table 2 we present the results of estimating the link between
budget and changes in the monetary base carrying out a Granger (1969, 1988) causality
analysis based on a stationary VAR model. There is a strong Granger causality (at the
1% level of significance) from budget to changes in the monetary base5. On the other
hand, high-powered money growth never causes the budget. This result is supported by
computing the Forecast Error Variance Decomposition (FEVD), whose evolution
5 The series of Spanish budget requires the inclusion of three dummy variables. The first one
covers the Spanish war years against Cuba and USA (dCuba 1896-1898) due to our ignorance of the real
deficit in the period. Two more dummies (dmor1 1909-11 and dmor2 1921-22) are included to remove
atypical fluctuations in deficit caused by the conflicts with Morocco. Finally, the dummy d90 removes the
impact of an outlier in the dmb series due to the restrictions imposed by the government on private sector
credit.
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(Figures 1 and 2) shows the non-influence of innovations in money on the budget, at the
same time as it shows that nearly 15% of the forecast error variance of the monetary
base is due to fiscal shocks6. This fact is consistent with the hypothesis that money has
behaved endogenously to fiscal policy in the long run, which is also supported by the
corresponding Impulse-Response Functions (IRF). Orthogonalized (Figures 3 to 6) and
generalized IRF (Figures 7 and 8) show that the negative impact of a shock in budget on
the evolution of the monetary base is stronger, and longer-lasting, than the impact of
money on the dynamics of budget (Figures 5 to 7), the latter being non-significant at the
5% level (Figure 5) anyway. To sum up, the hypothesis of fiscal dominance holds for
Spain in the period in which the peseta constituted the country’s currency. The next step
is to exam whether the intensity of the link from budget to monetary base changed over
time. We deal with the problem by applying an analysis of structural breaks.
Given the number of lags (one) selected, the following representation may be
considered to test the changes in the causality relationship:
[11]
where we have taken a maximum number of 5 breaks, in accordance with the sample
size T=124, and we suppose a trimming ε=0.10. It is a pure structural change model,
where all parameters can be different between regimes p=0 and q=3. The process is
allowed to present autocorrelation and heteroskedasticity, while a non-parametric
correction has been employed to take these effects into account.
The results of applying the multiple-break tests are presented in Table 3. As we
can observe, the supFT(1) test is significant at the 5% level and the supFT for 2, 3, 4 and
6 The study of FEVD has also been carried out changing the order of the variables and using the
generalized method proposed by Pesaran and Shin (1998). No significant differences have been found.
Details can be obtained from the authors upon request.
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15
5 breaks at 1%. However, the FT(l+1/l) is only significant at a conventional level for
l=2. The sequential procedure also selects two breaks and the BIC one. As the
supFT(2/1), the UDmax and the WDmax tests are all significant, the results, overall,
suggest a model with two breaks. The location of these two breaks (around 1934 and
1983) and the estimation for the sub-periods identified by the breaks are displayed at the
bottom of Table 3. They suggest a decreasing intensity in the causality relationship
(note the absolute value of the negative parameter), as well as a decreasing significance
by sub-periods (the last one even becoming non-significant). This finding is confirmed
if we apply the Granger causality test again to the three regimes delimited by the break
points, modelled as three respective VAR models. The results, as displayed in Table 4,
show a very strong unidirectional causality relationship for the first period (1875-1934),
that declines in the second (1935-1983) and, finally, becomes non-significant in the
third (1984-1998)7. In any case, as pointed out before, these results perfectly reflect the
narrative on Spanish fiscal and monetary history.
In 1874, when the Bank of Spain was granted the monopoly of note issue, the
corresponding Law was explicitly grounded on the necessity of financing deficits. The
argument was that, even in a framework of increasing international capital mobility, the
risk of Spanish public default made the costs of borrowing high enough to make the
government, the domestic market being considered exhausted, grant the monopoly of
issue for exchange of financial help8. In fact, in exchange for the monopoly, the Bank
granted an interest-free loan to the Treasury, also agreed to anticipate money on some
tax revenues and started buying bonds from the Treasury. But the bonds in question,
that were initially very short-run securities, ended up being successively renewed. As a
7 To save space we do not show the FEDV and the IRF figures that corroborate these findings.
8 A detailed exam of the Spanish fiscal and monetary policies from 1874 to 1935 in Sabaté et al.
(2006). For a recent survey of the phases that the internationalisation of financial markets has gone
through since the XIXth century, see Obstfeld and Taylor (2003).
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consequence, the Bank registered an increasing accumulation of bonds, until by a Law
of 1881, all of them were finally exchanged for redeemable Government bonds of a 40-
year maturity. In this way, first by purchases of short-run bonds, renewed later into
longer-run bonds, the public component of the monetary base expanded continuously,
especially when, in the mid-1880s, the Spanish agricultural crisis began to seriously
affect tax revenues. Then, the sale of short-run Treasury bonds to the Bank resumed, to
the extent that, in 1890, the Spanish authorities decided to double the limit of note issue.
In return, the Bank granted the Treasury a new interest-free loan and agreed to continue
buying short-run Treasury bonds to finance deficits, which again ended up exchanged,
in 1899, for bonds of longer maturity. By then, note circulation had increased,
furthermore, through sales to the Bank of Spain of the special Treasury bonds (the so-
called Pagarés de Ultramar) issued to cover the exceptional spending of the Spanish
colonial war in Cuba (1895-1898) and the related war against the United States (1898).
Altogether, the ordinary and war bonds held by the Bank tripled between 1895 and
1898, while the monetary base averaged a yearly growth rate of nearly 20%. As
reflected in Table 5, the special financial requirements of the overseas war, by
expanding the public component of the monetary base, culminated the long period of
deficit monetization that ran from 1874 to 1898.
There was a brief respite from 1899 to 1913, when deficits were kept under
control thanks to a program of stabilization implemented to overcome the financial
effects of the war. The program focussed on cutting debt expenditures, once again,
through the exchange of Treasury bonds for perpetual bonds, along with a fifty per cent
reduction of the coupons of certain war bonds held by the Bank. The sale of Treasury
bonds to the Bank was prohibited and, moreover, surpluses were directed to redeeming
part of the public debt held by the Bank. But the fiscal control only lasted until the
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Great war, when Spanish deficits deeply worsened. The financial problems of the
Treasury were then aggravated as Spanish political instability made it impossible to
approve new Government budgets, and tax revenues did not increase sufficiently to
meet the inflated spending that the wartime context provoked. In fact, the budget of
1914 remained in force until 1921, when a new one was passed9. However, even when
normality was restored, taxes were unable to finance the spending on infrastructures of
the 1920s. The inability of the Spanish authorities to reform the fiscal system by
promoting taxes on personal income in order to face the increasing financial needs of
the Treasury was present throughout the sub-period 1914-1935 (Fuentes-Quintana,1961;
Comín,1988). In fact, the monetization of deficits and the consequent separation of
domestic from foreign prices are seen as the channel that Spain used to avoid the tax
reform necessary to make the fiscal system more flexible and sufficient (Martín-Aceña,
1985a), which, in turn, prevented the country from joining the gold standard. This non-
adherence, given that it did not provide a seal of approval (Bordo and Rockoff, 1996)
for domestic debt, contributed to the Spanish isolation from international capital
markets (Martín-Aceña, 1981)10.
Thus, for the sub-period 1814-1935, financing needs drove the Treasury once
again towards the central bank. However, the scheme used had to be different because,
as just mentioned, the Treasury had been banned from selling bonds to the Bank of
Spain. The new procedure began working in 1917 and consisted of selling Treasury and
Government bonds to private buyers, basically private banks, with the added feature
that these bonds could be automatically pledged at the Bank of Spain at a lower interest
9 In those years, the Spanish Government changed Prime and Treasury Ministers around twenty
times.
10 Once seigniorage started, isolation from international capital markets was the cost Spain had to
pay, according to Martín-Aceña (1981). Among the benefits of not joining the gold standard, Gadea and
Sabaté (2004) show how the floating regime helped a peripheral country like Spain, with a very erratic
agricultural trade balance, to smooth out the external balance of payment adjustment process.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
18
rate than the yield on bonds received by the subscribers. Therefore, as some authors
remarked (Flores, 1929; Olariaga, 1933), there was an immediate profit in buying these
bonds just to pledge them at a lower rate than their yield, which made the procedure a
new privileged financing channel for the Treasury. The only difference was that, from
1917 on, the deficits were not monetized through the sales of Treasury bonds to the
Bank, but through loans to the private sector against the pledging of those bonds. In this
way the link between the Treasury and the Bank of Spain supposedly continued until
1935, even if, in accounting terms, as shown in Table 5, the contribution of the public
component to the growth of the monetary base disappeared.
This explain the relevance of the influence uncovered in the pages above, when
the causal link from budget to monetary base is econometrically confirmed for the sub-
period 1874-1934. The link reflects the insufficiency of the tax system and the absence
of a financial market deep enough to give the Spanish Treasury as much latitude to
manage intertemporal fiscal constraint, as the markets supposedly did in the so-called
core countries, like Britain or the USA, for which no link between fiscal and monetary
variables has been found in those years (Joines, 1985; Barro, 1987). As we have said,
this is a finding that fits in perfectly with the typology of Catão and Terrones (2005),
according to which fiscal deficits are especially inflationary in non-institutionally
developed countries.
With regard to the second sub-period, 1935-1983, the maintenance of causality
from budget to monetary base is equally consistent with the Spanish monetary literature.
For the years of Franco’s autarky, 1939-1959, there is general agreement about the
insufficiency of revenues of a system that continued to be based on indirect taxes and
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
19
tolerated a high degree of fraud11. Spain did not participate in the recovery of the
international capital market that slowly followed the end of the WWII , so that, given
the reduced domestic market, the deficits continued to be financed mainly according to
the previous scheme. We refer to the issuing of Treasury bonds with a privileged
discount clause, which again were quickly discounted in the Bank of Spain (Poveda,
1972). Besides, in those years, the link between the Treasury and the Bank was
simultaneously reinforced through the overdraft account, as is reflected in Table 5 in the
direct contribution of the public sector to the growth of the monetary base. Therefore,
pledging plus overdrafts supposedly governed the path of money until 1959.
That year, the Plan of Stabilization and Liberalization put an end to the Spanish
autarky (Fuentes-Quintana, 1984; Barciela et al., 2001). Apart from removing the
constraining system of quotas that regulated the country’s foreign trade, the plan
forbade the issue of public bonds with a privileged clause of pledging in the Bank and
imposed monetary and fiscal controls. As a consequence, deficit burden was reduced
noticeably for some years, while the foreign sector, as shown in Table 5, by reflecting
the process of Spanish external openness, dominated the growth of the monetary base.
The public component did not recover leadership until the 1970s, when it started to
reflect the loans obtained by the government from the Bank of Spain to cover the high
deficits resulting from the coincidence of the Spanish democratic transition, initiated in
1975, with the two oil crises and the corresponding increase of social and economic
expenses. In the late 1970s, as a part of the transition program, the tax system was
deeply reformed with the introduction of a new personal income tax, but even if
11 For the Spanish monetary history during Franco’s autarky see Sardá (1970) and González
(1979). Fiscal and monetary decisions during the 1960s are treated in Poveda (1972). For the 1970s and
early 1980s, we suggest Rojo and Pérez (1977) and Aríztegui (1988, 1990). An overall view of fiscal and
monetary policies implemented in Spain from the democratic transition to the joining to the EMU is to be
found in Malo de Molina (1997).
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
20
revenues increased spectacularly, this increase was not sufficient to equal that of
expenses. This explains the relevance of deficits and credits to finance them. From 1977
to 1982, these credits grew from accounting for 25 to 55% of the total value of the
assets held by the Bank (Domingez, 1990), which meant that a little over 80% of deficit
was immediately monetized (Ortega, 1984). These credits came to an end in 1983,
precisely the year for which the econometric analysis identifies a second break in the
relation of causality from budget to monetary base. From that year onwards, following
official declarations of wanting to improve inflation control, deficits were mainly
financed through the issue of Treasury bonds which, in tune with these declarations, did
not incorporate any clause for privileged pledging. Therefore, the disappearance of the
link between the budget and the monetary base or, in other words, the ending of
seigniorage in the period 1983-1998, can no doubt be related to the enlargement of
financial markets, both domestic and foreign, in which to place the new Treasury bonds.
However, the ending of seigniorage did not mean the end of fiscal interference in the
monetary field, as can be seen if we analyse the link between budget and money by
considering, instead of the monetary base, a broader monetary aggregate, the LAPS.
In the early 1980s, in a context of financial liberalization, the proliferation of
very short-run assets led the Bank of Spain to take LAPS as the variable representative
of the quantity of money. This meant that the monetary objectives changed from being
fixed in terms of monetary base and M3 (effective plus deposits) to being fixed in terms
of LAPS (M3 plus Other Liquid Assets, OLA). The relevance of the process of
innovation we are referring to is shown in Figure 9, where it can be seen how the
growth of OLA remained clearly higher than that of M3 in the 1980s. More importantly,
from 1983 onwards, a substantial part of Spanish deficits was financed through the issue
of very liquid public assets. In fact, these public assets constituted, until 1989, the most
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
21
expansionary component of OLA. The last column in Table 6 shows the contribution of
the Treasury bonds to their growth. So, even if the break of 1983 can be accepted as the
ending of seigniorage (that is, the financing of deficits via monetary base), this year is
not considered as the ending of Spanish fiscal interference in the monetary field. This
idea is confirmed when investigating the relationship between budget and the growth of
LAPS, which given that the latter does not seem to be I(0) like the budget, requires the
use of the aforementioned bounds-testing procedure.
Of the five cases proposed by Pesaran et al. (2001) we only consider the cases I
(no intercept and no trend), II (restricted intercept and no trend) and III (unrestricted
intercept and no trend)12. The results are shown in Table 7 and point to a very clear
long-run relationship between the two variables (b and dlap) during the full sample. The
bound tests are very conclusive and the null hypothesis that there is no level relationship
is rejected at the 5% level (no matter whether the regressors are purely I(1), purely I(0)
or mutually cointegrated). This finding is even stronger when the F-bounds test is
applied in the models with an intercept. Consistently, the latter (and especially model II)
are selected as the most suitable.
With respect to defining the parameters of the relationship between budget and the
growth of LAPS, results are displayed in Table 8 for the full sample and some sub-
periods of interest. Consistently with what was seen in the case of the monetary base,
we can observe that the parameter is significant at the 1% level in the sub-period
1874-1935, for which it has a high value of 3.56 with the expected negative sign. Its
significance decreases to the 5% level when we enlarge the sample to 1983, its value
θ
ˆ
12 The other two cases in Pesaran et al. (2001) are IV: unrestricted intercept and restricted trend and
V: unrestricted intercept and unrestricted trend. The inclusion of a trend in the ECM would imply a
quadratic trend in the level dependent variables, which is not very plausible in the case of the growth of
monetary aggregate dlap. All the cases can be tested with F statistics and cases I, III and V with the Wald
t statistic, as well. Critical values are tabulated in Pesaran et al. (2001).
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
22
also falling in coherence with what we found in the monetary base analysis. However, if
we enlarge the coverage until 1989, to include the years of strongest issuing of public
liquid assets, the significance remains almost unchanged, even increasing slightly,
unlike what happened to the link between budget and monetary base, broken in 1983.
Here, there is no perceptible weakening in the relation until we add the 1990s to the
sample. Then, for the whole period 1874-1998, the value of the parameter falls, though
still rejecting the null hypothesis of non-significance at around the 10% level.
As regards causality, the results offered in Table 9 confirm the existence of a very
strong causality from budget to LAPS growth, while the influence in the opposite
direction is not acceptable at conventional levels of significance. Nonetheless, although
this relation is firmly corroborated for the overall period, the Wald statistics fluctuate
when recursively computing causality for selected years. According to the results
obtained, the strongest negative unidirectional causality from budget to LAPS appears
again for the years 1874-1935, decreases when we expand to 1983, but remains
unaltered if we enlarge to 1989, not decreasing until the inclusion of the 1990s.
Interestingly, the stable causality relation between budget and LAPS growth when the
sample period is enlarged to 1989, suggests that a break analysis would have not
selected 1983 as a structural change point in the relation, as occurred with the monetary
base. This is why we say that 1983 can be considered a key year for defining the end of
seigniorage in Spain, but not as the end of fiscal interference in the monetary field.
The end of interference did not arrive until the 1990s, when the noticeable expansion of
investment funds strongly reactivated the demand for long-run bonds, which, unlike the
short-run Treasury bonds mainly used throughout the 1980s to finance deficits, did not
inflate the LAPS (Marín and Peñalosa, 1997). More importantly, the signing of the
Treaty of Maastricht in 1992 meant the country had to accomplish the convergence
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
23
criteria required to join the EMU. As is well known, one of them was the reduction of
domestic inflation rates to less than 1.5 % above the rate averaged by the three least
inflationary European Union countries. To join the EMU, countries also had to achieve
ratios of deficit and debt over domestic GDP of under 3% and 60%, respectively. The
idea was that only by reducing fiscal financing pressures could the legal independence
of central banks imposed by the Treaty become effective, and, in this way, monetary
control be achieved. In the case of Spain, the central bank obtained its legal
independence through a Law of 1994 and, from then on, advances in the reduction of
deficits seemed to contribute to making it functional (Canzoneri and Diba, 1997). As a
result, Spain was able to accomplished the requirement to reduce the inflation to under
3% and entered the EMU. Coherently with this achievement, the significance of the
defining parameter and the long-run causality relationship found in this paper between
budget and LAPS for the whole period 1874-1998, weaken when the 1990s are included
in our estimation.
With respect to the low single digit inflation levels of the last years of the
sample, it is worth pointing out that the finding fits in perfectly with the results of
previous studies for the second half of the XXth century, according to which the
influence of deficits on monetary variables appears clearer for countries with high
inflation rates. For Spain, during the sub-period 1935-1983, the existence of causality
from budget to monetary base corresponds to an average rate of inflation of 10.5%,
substantially above the rate averaged in the following sub-period 1984-1998, when
there is no causality and the rate of inflation averaged 6.1%.The association appears
even clearer when, instead of the monetary base, we consider the LAPS. If we accept
the 1990s as the end of fiscal interference in the monetary field, the annual level of
inflation corresponding to the last sub-period is reduced to 4.7%.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
24
4. Conclusions
The Treaty of Maastricht in 1992 imposed the cutting of deficits and debt on the
countries that intended to constitute the EMU. Behind the measure was the agreement
that fiscal policy could interfere with monetary policy, preventing some countries from
controlling inflation and fixing the exchange rate against the euro. However, by then,
the idea that sustained deficits necessarily provoked inflation, although widely accepted
in theory, was far from being so widely supported by empirical work. One reason for
this difficulty in uncovering the relation between fiscal and monetary variables has been
recently related to the bias in favour of advanced and historically low-inflation countries
in the sample selection. In fact, when panel studies enlarge the sample to include
developing countries, results have proved much more successful in uncovering the link.
The association between the strength of this link and the level of development is a
finding that the present paper confirms by considering the changes experienced by a
single country in the very long run, the case of Spain over 1874-1998.
We apply a VAR to model the relationship between budget and monetary base
and find the existence of a dynamic and causal link from the first to the second variable
for the overall period 1874-1998. But, more importantly, we find that the link weakens
as time goes by. There is a very strong unidirectional causality relationship for the sub-
period 1874-1934, whose significance relaxes in the sub-period 1935-1983 and, finally,
becomes non-significant for the sub-period 1984-1998. With regard to the relevance of
seigniorage for the first sub-period, we relate it to the insufficiency of the tax system
and the absence of a deep financial market, typical of peripheral countries like the Spain
of the time, for which access to the core financial markets was not easy. In similar
terms, we explain the maintenance of seigniorage in the second sub-period. The fiscal
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
25
insufficiency and fraud present for most of this sub-period, along with the lack of a
developed domestic financial market and the severe difficulties in accessing a foreign
market much less open than in the previous sub-period, are behind the continuing
influence of budget on the monetary base. Finally, the absence of causality for the third
sub-period is fully consistent with the government’s stated intention in 1983, to limit the
Treasury’s direct access to the Bank, an intention that was only feasible because of the
enlargement of the financial markets, both domestic and foreign.
However, the initial predominance of very liquid assets to finance Spanish deficits
meant that the end of seigniorage did not bring about the end of fiscal interference in
the monetary field. As shown by applying the bounds test ARDL procedure to model
the relation between the budget and the LAPS, the decline of the influence of deficits on
the monetary variable was delayed until the 1990s when, following the approval of the
Law of autonomy, the Bank of Spain was able to impose monetary control and brought
down inflation to low single digits. Paradoxically enough, the success in beating fiscal
dominance and allowing the country to enter the EMU, meant that the Bank of Spain
lost its recently gained monetary autonomy forever.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
26
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Reserve Bank of Minneapolis Quarterly Review, 1-17.
Toda, H. and T. Yamamoto, 1995, Statistical inference in vector autoregressions with
possibly integrated processes, Journal of Econometrics 66, 225-250.
Vieira, C., 2000, Are fiscal deficits inflationary? Evidence for the EU, Economic
Research Paper 00/7, Department of Economics, Loughborough University.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
33
Table 1. Unit root and stationarity tests
With constant and trend ADF PP MZt-GLS KPSS ( )
dmb -5.48** -9.24** -4.29** 0.11
dlap -5.58** -5.48** -4.37** 0.13
b -3.22 -4.05** -3.29* 0.07
With constant ADF PP MZt-GLS KPSS ( )
dmb -5.13** -8.83** -3.26** 0.59*
dlap -3.09* -4.24** -2.45*
0.97** b -3.05* -3.67**
-3.11** 0.33
Notes: Critical values for ADF and PP test in McKinnon (1996). The number of lags of ADF and MZt-
GLS have been selected in accordance with the method of Ng and Perron (1995) and with the SBIC
criterion, respectively. In the PP test, Bartlett’s window has been used as a kernel estimator, choosing the
bandwidth in the PP and KPSS tests by Newey and West method (1994).
* Significant at the 5% level.
** Significant at the 1% level.
Sources: The monetary base series was reconstructed with data coming from Anes (1974 a,b,c), Martín
Aceña (1985b, 1988), Series Históricas of the Bank of Spain (1982) and Boletines Estadísticos of the
Bank of Spain (several years). The LAPS series from Series Históricas (1982) and Boletines Estadísticos
of the Bank of Spain (several years). Government budget and GNP series in Comín and Díaz (2006) and
Prados (2003).
Table 2. Causality relationship and contemporaneous correlation between
monetary base changes dmb and budget b (1874-1998)
Causality bt-1
dmbt dmbt-1
bt
12.41 1.76
(0.000) (0.185)
Contemporaneous b
correlation
dmb 0.69
Notes: The table shows the LR test to test for causality in the Granger sense; p-value in brackets. The
number of lags in the VAR models (1) are selected in accordance with SBIC and AIC criteria. Moreover,
we check autocorrelations, heteroskedasticity and normality in the residuals. The contemporaneous
correlation has been tested by a log-likelihood ratio statistic , where the
null hypothesis is contemporaneous no-correlation, and Llu and LLR are the log-likelihood functions
under H1 and H0. Under the null, its distribution is a of 2 degrees of freedom (critical value of 5.99 at
5% level). The exclusion of the four dummy variables has been tested by a LR test.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
34
Table 3. Multiple structural breaks in the causality relation between budget b
and changes in monetary base dmb (Bai-Perron methodology)
Specifications:
q=3 p=0
ε
=0.10 m=5
SupFT no breaks m=0 versus m=k breaks:
k=1 k=2 k=3 k=4 k=5
17.84* 20.34** 16.47** 16.53** 16.50**
No breaks versus undetermined number of breaks:
UDmax 20.34**
WDmax 23.57**
SupFT (l+1/l) l breaks versus l+1 breaks:
l=1 l=2 l=3 l=4
16.26* 13.22 11.61 4.15
Number of breaks selected:
Sequential method 2
SBIC criterion 1
Estimation with two breaks:
1874-1934 0.02 0.10 -0.55
(0.993) (0.345) (0.000)
1935-1983 0.01 0.18 -0.10
(0.000) (0.153) (0.069)
1984-1998 -0.02 -0.22 -0.84
(0.579) (0.447) (0.265)
Break points and confidence intervals:
1934 1983
(1925, 1944) (1976, 1984)
Notes: Changes in the pure structural model are tested selecting a trimming
ε
=0.10 and a maximum number of 5
structural breaks. Serial correlations in the errors is allowed. The consistent covariance matrix is constructed using
the Andrews (1991) method. The first subperiod estimation results include the dummy variables dcuba, dmor1 and
dmor2.
*, ** : Significant at 5% and 1% level respectively; p-values in brackets. Critical values appear tabulated
in Bai and Perron (1998).
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
35
Table 4. Causality relationship and contemporaneous correlation between
monetary base changes dmb and budget b for different periods
Causality bt-1
dmbt dmbt-1
bt
1874-1934 15.47 1.50
(0.000) (0.221)
1935-1983 3.56 2.24
(0.059) (0.134)
1984-1998 0.00 0.33
(0.987) (0.567)
Contemporaneous b
correlation
dmb
1874-1934 3.18
1935-1983 1.44
1984-1998 1.16
Notes: See Table 2.
Table 5. Monetary base and components
Sectorial contributions to MB growth (%) Rates of growth (%)
c(for) c(pub) c(priv) c(other) MB LAPS B/GDP Deflator
1875-1935 1,13 0,66 1,39 -0,37 2,81 3,92 -0,80 1,10
1875-1898 0,58 3,47 0,32 -1,38 2,98 3,17 -0,35 -0,30
1899-1913 0,44 -3,37 2,07 0,71 -0,15 0,80 0,31 0,68
1914-1935 2,22 0,34 2,09 4,65 6,86 -2,04 2,90
1936-1983 4,79 5,86 2,37 0,45 13,46 16,20 -1,5 10,49
(1936-1989) 5,66 4,56 3,96 0,41 14,60 15,90 -1,78 10,24
1936-1959 -0,36 3,34 7,88 -0,09 10,77 13,39 -2,13 10,52
1960-1971 9,84 1,08 2,64 0,17 13,73 18,12 -0,06 5,78
1972-1983 7,47 14,41 -6,17 1,54 17,24 18,48 -1,80 15,14
(1972-1989) 8,91 8,08 0,93 1,08 19,00 16,92 -2,57 12,82
1984-1998 9,42 -6,11 8,80 -1,95 10,16 9,93 -3,79 6,11
(1990-1998) 7,84 -7,14 4,58 -3,36 1,92 7,50 -3,57 4,73
Notes: c(for) denotes the foreign sector contribution to monetary base growth, c(pub) the public
sector contribution and c(priv) the private sector contribution. The three of them are calculated as the
sectorial component growth in relation to the monetary base, that is, .
The c(others) contribution emerges as the difference between the monetary base and the sum of
foreign, public and private sectorial contributions.
The columns of sectorial contributions, MB and LAPS growth for the periods including the Spanish
Civil War (1936-1983, 1936-1959 and 1936-1989) are calculated with 1941-1983, 1941-1959 and
1941-1989 data, respectively.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
36
Table 6. Treasury debt
Contribution to
million pesetas OLA growth
1982 24,100 11,61%
1983 291,900 54,57%
1984 703,200 55,54%
1985 1,443,300 90,54%
1986 3,404,100 166,80%
1987 4,014,300 31,07%
1988 5,096,600 35,60%
1989 6,373,900 35,80%
1990 7,358,900 22,82%
Notes: Contribution to OLA growth calculated as , being X = Treasury bonds and
Y = OLA.
Sources: Boletines Estadísticos (several years), Bank of Spain.
Table 7. Bounds tests for level relationship between public budget b and LAPS
growth dlap (Pesaran, Shin and Smith (2001) methodology)
With intercept Without intercept
F
II F
III t
III F
I t
I
1874-1998 9.49c 9.48c -3.06b 4.96c-2.21 b
Notes: b indicates that the statistic falls within the bounds at the 5% level of significance and c indicates
that it lies above the upper bound at 5% level. Critical values in Pesaran et al. (2001). Information
criteria, both AIC and SBIC, selected a lag length of 1 starting with a maximum of 4.
Table 8. Long-run estimation of the relationship between budget b and
LAPS growth dm (ARDL approach by Pesaran and Shin (1999))
c dcuba dmor1 dmor2 ARDLmodel
θ
ˆ
1874-1934 -3.56 0.00 0.13 0.03 -0.10 (4,2)
(0.000) (0.751) (0.000) (0.317) (0.249)
1874-1983 -2.92 0.05 0.43 0.05 -0.27 (2,1)
(0.048) (0.083) (0.044) (0.729) (0.163)
1874-1989 -2.50 0.05 0.42 0.05 -0.25 (2,1)
(0.047) (0.060) (0.038) (0.733) (0.167)
1874-1998 -2.06 0.05 0.44 0.06 -0.24 (2,1)
(0.081) (0.100) (0.037) (0.679) (0.202)
Notes: p-values in brackets. SBIC criterion selects the orders of the ARDL model.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
37
Table 9. Causality relationships between public budget b and LAPS growth dlap
bt-1
dlapt dlapt-1
bt
1874-1998 10.07 2.45
(0.002) (0.118)
1874-1934 18.33 1.01
(0.000) (0.315)
1874-1983 10.55 2.40
(0.001) (0.121)
1874-1989 10.51 2.57
(0.001) (0.109)
Notes: We applied the Wald test suggested in Dolado and Lütkepohl (1996) in a VAR (2) model. The
deterministic component of the model includes the dummy variables dcuba, dmor1 and dmor2.
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
01234567891011121314151617181920
Figure 1. FEVD for b (1874-1998)
dmb
b
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
01234567891011121314151617181920
Figure 2. FEVD for dmb (1874-1998)
dmb
b
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
38
Notes: Discontinuous lines represent upper and lower bounds of the IRF confidence interval at the 85%
level of significance. Thicker continuous lines are the IRF of the corresponding variable when the other
suffers a unitary shock. The same scale is maintained to allow comparisons.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
39
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
40
DOCUMENTOS DE TRABAJO
Facultad de Ciencias Económicas y Empresariales
Universidad de Zaragoza
2002-01: “Evolution of Spanish Urban Structure During the Twentieth Century”.
Luis Lanaspa, Fernando Pueyo y Fernando Sanz. Department of Economic Analysis,
University of Zaragoza.
2002-02: “Una Nueva Perspectiva en la Medición del Capital Humano”. Gregorio
Giménez y Blanca Simón. Departamento de Estructura, Historia Económica y
Economía Pública, Universidad de Zaragoza.
2002-03: “A Practical Evaluation of Employee Productivity Using a Professional
Data Base”. Raquel Ortega. Department of Business, University of Zaragoza.
2002-04: “La Información Financiera de las Entidades No Lucrativas: Una
Perspectiva Internacional”. Isabel Brusca y Caridad Martí. Departamento de
Contabilidad y Finanzas, Universidad de Zaragoza.
2003-01: “Las Opciones Reales y su Influencia en la Valoración de Empresas”.
Manuel Espitia y Gema Pastor. Departamento de Economía y Dirección de Empresas,
Universidad de Zaragoza.
2003-02: “The Valuation of Earnings Components by the Capital Markets. An
International Comparison”. Susana Callao, Beatriz Cuellar, José Ignacio Jarne and José
Antonio Laínez. Department of Accounting and Finance, University of Zaragoza.
2003-03: “Selection of the Informative Base in ARMA-GARCH Models”. Laura
Muñoz, Pilar Olave and Manuel Salvador. Department of Statistics Methods,
University of Zaragoza.
2003-04: “Structural Change and Productive Blocks in the Spanish Economy: An
Imput-Output Analysis for 1980-1994”. Julio Sánchez Chóliz and Rosa Duarte.
Department of Economic Analysis, University of Zaragoza.
2003-05: “Automatic Monitoring and Intervention in Linear Gaussian State-Space
Models: A Bayesian Approach”. Manuel Salvador and Pilar Gargallo. Department of
Statistics Methods, University of Zaragoza.
2003-06: “An Application of the Data Envelopment Analysis Methodology in the
Performance Assessment of the Zaragoza University Departments”. Emilio Martín.
Department of Accounting and Finance, University of Zaragoza.
2003-07: “Harmonisation at the European Union: a difficult but needed task”. Ana
Yetano Sánchez. Department of Accounting and Finance, University of Zaragoza.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
41
2003-08: “The investment activity of spanish firms with tangible and intangible
assets”. Manuel Espitia and Gema Pastor. Department of Business, University of
Zaragoza.
2004-01: “Persistencia en la performance de los fondos de inversión españoles de
renta variable nacional (1994-2002)”. Luis Ferruz y María S. Vargas. Departamento de
Contabilidad y Finanzas, Universidad de Zaragoza.
2004-02: “Calidad institucional y factores político-culturales: un panorama
internacional por niveles de renta”. José Aixalá, Gema Fabro y Blanca Simón.
Departamento de Estructura, Historia Económica y Economía Pública, Universidad de
Zaragoza.
2004-03: “La utilización de las nuevas tecnologías en la contratación pública”. José
Mª Gimeno Feliú. Departamento de Derecho Público, Universidad de Zaragoza.
2004-04: “Valoración económica y financiera de los trasvases previstos en el Plan
Hidrológico Nacional español”. Pedro Arrojo Agudo. Departamento de Análisis
Económico, Universidad de Zaragoza. Laura Sánchez Gallardo. Fundación Nueva
Cultura del Agua.
2004-05: “Impacto de las tecnologías de la información en la productividad de las
empresas españolas”. Carmen Galve Gorriz y Ana Gargallo Castel. Departamento de
Economía y Dirección de Empresas. Universidad de Zaragoza.
2004-06: “National and International Income Dispersión and Aggregate
Expenditures”. Carmen Fillat. Department of Applied Economics and Economic
History, University of Zaragoza. Joseph Francois. Tinbergen Institute Rotterdam and
Center for Economic Policy Resarch-CEPR.
2004-07: “Targeted Advertising with Vertically Differentiated Products”. Lola
Esteban and José M. Hernández. Department of Economic Analysis. University of
Zaragoza.
2004-08: “Returns to education and to experience within the EU: are there differences
between wage earners and the self-employed?”. Inmaculada García Mainar. Department
of Economic Analysis. University of Zaragoza. Víctor M. Montuenga Gómez.
Department of Business. University of La Rioja
2005-01: “E-government and the transformation of public administrations in EU
countries: Beyond NPM or just a second wave of reforms?”. Lourdes Torres, Vicente
Pina and Sonia Royo. Department of Accounting and Finance.University of Zaragoza
2005-02: “Externalidades tecnológicas internacionales y productividad de la
manufactura: un análisis sectorial”. Carmen López Pueyo, Jaime Sanau y Sara
Barcenilla. Departamento de Economía Aplicada. Universidad de Zaragoza.
2005-03: “Detecting Determinism Using Recurrence Quantification Analysis: Three
Test Procedures”. María Teresa Aparicio, Eduardo Fernández Pozo and Dulce Saura.
Department of Economic Analysis. University of Zaragoza.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
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2005-04: “Evaluating Organizational Design Through Efficiency Values: An
Application To The Spanish First Division Soccer Teams”. Manuel Espitia Escuer and
Lucía Isabel García Cebrián. Department of Business. University of Zaragoza.
2005-05: “From Locational Fundamentals to Increasing Returns: The Spatial
Concentration of Population in Spain, 1787-2000”. María Isabel Ayuda. Department of
Economic Analysis. University of Zaragoza. Fernando Collantes and Vicente Pinilla.
Department of Applied Economics and Economic History. University of Zaragoza.
2005-06: “Model selection strategies in a spatial context”. Jesús Mur and Ana
Angulo. Department of Economic Analysis. University of Zaragoza.
2005-07: “Conciertos educativos y selección académica y social del alumnado”.
María Jesús Mancebón Torrubia. Departamento de Estructura e Historia Económica y
Economía Pública. Universidad de Zaragoza. Domingo Pérez Ximénez de Embún.
Departamento de Análisis Económico. Universidad de Zaragoza.
2005-08: “Product differentiation in a mixed duopoly”. Agustín Gil. Department of
Economic Analysis. University of Zaragoza.
2005-09: “Migration dynamics, growth and convergence”. Gemma Larramona and
Marcos Sanso. Department of Economic Analysis. University of Zaragoza.
2005-10: “Endogenous longevity, biological deterioration and economic growth”.
Marcos Sanso and Rosa María Aísa. Department of Economic Analysis. University of
Zaragoza.
2006-01: “Good or bad? - The influence of FDI on output growth. An industry-level
analysis“. Carmen Fillat Castejón. Department of Applied Economics and Economic
History. University of Zaragoza. Julia Woerz. The Vienna Institute for International
Economic Studies and Tinbergen Institute, Erasmus University Rotterdam.
2006-02: “Performance and capital structure of privatized firms in the European
Union”. Patricia Bachiller y Mª José Arcas. Departamento de Contabilidad y Finanzas.
Universidad de Zaragoza.
2006-03: “Factors explaining the rating of Microfinance Institutions”. Begoña
Gutiérrez Nieto and Carlos Serrano Cinca. Department of Accounting and Finance.
University of Saragossa, Spain.
2006-04: “Libertad económica y convergencia en argentina: 1875-2000”. Isabel Sanz
Villarroya. Departamento de Estructura, Historia Económica y Economía Pública.
Universidad de Zaragoza. Leandro Prados de la Escosura. Departamento de Hª e
Instituciones Ec. Universidad Carlos III de Madrid.
2006-05: “How Satisfied are Spouses with their Leisure Time? Evidence from
Europe*”. Inmaculada García, José Alberto Molina y María Navarro. University of
Zaragoza.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
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2006-06: “Una estimación macroeconómica de los determinantes salariales en España
(1980-2000)”. José Aixalá Pastó y Carmen Pelet Redón. Departamento de Estructura,
Historia Económica y Economía Pública. Universidad de Zaragoza.
2006-07: “Causes of World Trade Growth in Agricultural and Food Products, 1951 –
2000”. Raúl Serrano and Vicente Pinilla. Department of Applied Economics and
Economic History, University of Zaragoza, Gran Via 4, 50005 Zaragoza (Spain).
2006-08: “Prioritisation of patients on waiting lists: a community workshop
approach”. Angelina Lázaro Alquézar. Facultad de Derecho, Facultad de Económicas.
University of Zaragoza. Zaragoza, Spain. Begoña Álvarez-Farizo. C.I.T.A.- Unidad de
Economía. Zaragoza, Spain
2007-01: “Deteminantes del comportamiento variado del consumidor en el escenario
de Compra”. Carmén Berné Manero y Noemí Martínez Caraballo. Departamento de
Economía y Dirección de Empresas. Universidad de Zaragoza.
2007-02: “Alternative measures for trade restrictiveness. A gravity approach”.
Carmen Fillat & Eva Pardos. University of Zaragoza.
2007-03: “Entrepreneurship, Management Services and Economic Growth”. Vicente
Salas Fumás & J. Javier Sánchez Asín. Departamento de Economía y Dirección de
Empresas. University of Zaragoza.
2007-04: “Equality versus Equity based pay systems and their effects on rational
altruism motivation in teams: Wicked masked altruism”. Javier García Bernal & Marisa
Ramírez Alerón. University of Zaragoza.
2007-05: “Macroeconomic outcomes and the relative position of Argentina´s
Economy: 1875-2000”. Isabel Sanz Villarroya. University of Zaragoza.
2008-01: “Vertical product differentiation with subcontracting”. Joaquín Andaluz
Funcia. University of Zaragoza.
2008-02: “The motherwood wage penalty in a mediterranean country: The case of
Spain” Jose Alberto Molina Chueca & Victor Manuel Montuenga Gómez. University of
Zaragoza.
2008-03: “Factors influencing e-disclosure in local public administrations”. Carlos
Serrano Cinca, Mar Rueda Tomás & Pilar Portillo Tarragona. Departamento de
Contabilidad y Finanzas. Universidad de Zaragoza.
2008-04: “La evaluación de la producción científica: hacia un factor de impacto
neutral”. José María Gómez-Sancho y María Jesús Mancebón-Torrubia. Universidad de
Zaragoza.
2008-05: “The single monetary policy and domestic macro-fundamentals: Evidence
from Spain“. Michael G. Arghyrou, Cardiff Business School and Maria Dolores Gadea,
University of Zaragoza.
DTECONZ 2008-08: M. D. Gadea, M. Sabaté & R. Escario
44
2008-06: “Trade through fdi: investing in services“. Carmen Fillat-Castejón,
University of Zaragoza, Spain; Joseph F. Francois. University of Linz, Austria; and
CEPR, London & Julia Woerz, The Vienna Institute for International Economic
Studies, Austria.
2008-07: “Teoría de crecimiento semi-endógeno vs Teoría de crecimiento
completamente endógeno: una valoración sectorial”. Sara Barcenilla Visús, Carmen
López Pueyo, Jaime Sanaú. Universidad de Zaragoza.
2008-08: “Beating fiscal dominance. The case of spain, 1874-1998”. M. D. Gadea, M.
Sabaté & R. Escario. University of Zaragoza.
Article
Full-text available
This paper examines the intentional herd behaviour of market participants using a new bootstrap-based approach that compares the scaled cross-sectional deviation of returns in the intraday market with the cross-sectional deviation of returns of an “artificially created” market free of intentional herding effects. The analysis is carried out for both the overall market and a sample of the most representative. The results show that the Spanish market exhibits a significant intraday herding effect that is not detected using other traditional measures when familiar stocks are analysed. Furthermore, it is suggested that herding is likely to be better revealed using intraday data.