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Electronic copy available at: http://ssrn.com/abstract=2333627
After Lisbon - A revival of national parliaments by reasoned opinions?
Christoph Kimmerle*
Working Paper (10/2013)
Abstract: The Treaty of Lisbon installed an Early Warning System (EWS) for the principle of subsidiarity.
The EWS enables the chambers of national parliaments to challenge EU legislation within the field of
shared competencies by sending so called “reasoned opinions” to the European Legislators. A major
reason for the new and emphasized role of national parliaments within the EWS is attributed to concerns
about the legitimacy and democracy of supranational law making by the EU.
This paper contributes to the literature by empirically assessing the impact of the EWS since its
introduction in 2009. In particular we try to explain cross parliament variation in the employment of
reasoned opinions. The paper first discusses and then tests competing explanations for the relevance and
competence of the scrutiny of EU legislation undertaken by national parliaments. We find that the extent
of available resources for parliamentary scrutiny, citizens’ trust in their national parliament relative to
their trust in the EU, and a country’s preferences for EU policy all have a significant effect on the
frequency with which chambers of parliaments employ reasoned opinions.
Keywords: Treaty of Lisbon, Early warning system (EWS), reasoned opinion
* PhD Researcher, DFG-Graduate School “The Economics of the Internationalization of the Law”, Institute of Law
and Economics, University of Hamburg, [email protected]
I thank Jerg Gutmann, Andreas Koenig, Thomas Eger and Stefan Voigt for helpful comments and suggestions.
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Electronic copy available at: http://ssrn.com/abstract=2333627
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1. Introduction
With the Early Warning System for the principle of subsidiarity (EWS), the Treaty of Lisbon
addresses two important and so far unresolved issues of European integration in conjunction:
subsidiarity and the role of the national parliaments in the European Union. Both issues had
played a role in the history of the European treaties as well as in the academic literature.
The subsidiarity principle first made its way into the Maastricht treaty in 1992. At that time, the
rationale for implementing the principle was the desire to facilitate ongoing conflicts regarding
the division of competences between the Union and the Member States. Moreover, the
subsidiarity principle was seen as a means of countering fears of European federalism and was
expected to be a remedy against excessive centralization (Paul 2012). In the Amsterdam Treaty
(1997) the principle was reemphasized by an added “protocol on the application of the Principles
of Subsidiarity and Proportionality”. The protocol demanded qualitative and quantitative
indicators to justify the allocation of authority to the supranational level.1 In 2009, with the
Treaty of Lisbon, the principle of subsidiarity was readdressed by the implementation of the
EWS.
Within national parliaments, the question of which role to play in the process of European
integration remains largely unanswered. Faced with the situation of legislation increasingly being
delegated to the European Council, parliaments were losing their traditional responsibilities to the
supranational level. In addition, decision-making on the supranational level clearly favored the
executive branch at the expense of national parliaments (Moravcsik 1998, p.9). This process,
known as deparliamentarisation, led to national parliaments being referred to as the victims of
Europeanisation (Norton 1997, p.1-15).
On the other hand, it is not only the reallocation of legislative decision-making from the national
level to the supranational level and the shift of power from the domestic legislative branch to the
executive branch that is challenging national parliaments. Policy preferences, a positive attitude
1 See TREATY OF AMSTERDAM Protocol on the application of the principles of subsidiarity and proportionality
(4) “For any proposed Community legislation, the reasons on which it is based shall be stated with a view to
justifying its compliance with the principles of subsidiarity and proportionality; the reasons for concluding that a
Community objective can be better achieved by the Community must be substantiated by qualitative or, wherever
possible, quantitative indicators.”
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towards integration and deference to the government in foreign affairs also contribute to the
parliaments’ difficulties in defining their proper role in the European integration. Moreover,
highly technical regulations and a humble level of voter interest are often obvious disincentives
for national MPs to invest their limited resources in the scrutiny of European decision-making
(Kiiver 2012, p.6).
With the implementation of the EWS in the Treaty of Lisbon, national parliaments are now
provided with an institutionalized instrument with which to question the jurisdiction of the
European legislator. The scope of the review contains all draft legislative acts mentioned in
Article 3 of Protocol No. 2. In terms of the protocol the definition of national parliament
comprises the first as well as the second chambers. For the EU 27, 38 parliaments or second
chambers are currently participating in the EWS. Each of the 38 has the right to respond to a
legislative draft with a so-called “reasoned opinion” stating its reasoned subsidiarity concerns.
Reasoned opinions have to be sent within eight weeks of a draft legislation being issued.
Unicameral parliaments have two votes. In bicameral systems each chamber has one vote.
On the European level the reasoned opinions (best understood as a plea against draft legislation
because of national parliaments’ subsidiarity concerns) are counted as votes. The consequences
of the issued reasoned opinions depend on the sum of total votes. Several thresholds are defined.
If a sum of 14 votes in total is reached, proposals falling under Article 76 TFEU must be
reviewed. Any proposal (not only according to Art. 76 TFEU) must be reviewed in cases were a
threshold of 18 votes is reached. Both thresholds trigger a “yellow card”. The yellow card implies
the review of a legislative proposal by the initiating institution. However, the institution is free to
maintain, withdraw, or amend the proposal, but must give a reason for the decision (Art. 7
Protocol 2 TEU/TFEU).
For legislative drafts falling in the area of the ordinary legislative procedure a total number of 28
votes triggers an “orange card”. The orange card leads to a somewhat deeper scrutiny of the draft
proposal in so far as decisions to maintain a proposal must be justified to the European legislator.
In their review, the European Parliament and the Council then both have the right to reject the
proposal (Kiiver 2012, p.27).
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The expected effects of the EWS have been debated in the literature. Some authors already see
the foundation of a “virtual third chamber” which, with some limitations, can potentially perform
all three main functions of a real parliament: Legislation, representation and deliberation (Cooper
2012). Others are more pessimistic, pointing out that most of the new “rights” of the national
parliaments are obvious or unnecessary codifications and that in sum the changes will not help to
remedy the problem of deparliamentarisation in the EU (Hölscheidt 2008). Also the restriction to
a narrow subsidiarity control, in contrast to the inclusion of a broader attempt including the
control of proportionality or other issues, was heavily criticized. The usefulness of the thresholds
and the lack of a “red card” are also in question (Barber 2005 (a) and 2005 (b)).
Other authors argue that the EWS is best understood as a formalized advisory board for the
national parliaments. Limiting their role to one of a “watchdog for formal issues” (Kiiver 2011)
with a clear focus on the legality of a draft legislation (in contrast to the desirability of a
proposal) will be a realistic task for the national parliaments and conducive to a fruitful political
dialogue. Moreover, the existence of the EWS will already have a positive ex ante effect on draft
legislation. This is because the initiating institution will have to justify their proposal in depth
with respect to why they think subsidiarity is not an issue (ibid.).
This paper aims to contribute to the discussion in the literature on the role of national parliaments
in two ways. First we try to shed light on the question of whether the EWS is contributing to the
political dialogue between the European legislator and the national parliaments or whether its
implementation can be understood as pure window-dressing. We therefore conduct a quantitative
empirical analysis of the employment of the reasoned opinion within a three and a half year time
span. Secondly, we are interested in the question of which characteristics of countries and
parliaments are conducive to the scrutiny of European affairs by the chambers of national
parliaments. We therefore present and summarize the key arguments made in the literature for
what country and parliament characteristics will be conducive to a successful scrutiny of EU
legislation. We then use count data on the 249 issued reasoned opinions and test the relevance of
these variables for the employment of reasoned opinions by the chambers of national parliaments.
We would expect the number of reasoned opinions issued by a chamber of parliament to be a
function of its individual MP’s willingness to invest in the issuing of a reasoned opinion. Some
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characteristics, such as a Eurosceptic attitude on the part of a country’ constituents, will be a
positive incentive for the MP to invest in issuing reasoned opinions. Others, such as parliament’s
limited resources for scrutiny, will be a disincentive to investment in the issuing of reasoned
opinions. Indeed, we find that the issuing of reasoned opinions is significantly influenced by the
amount of available parliamentary resources, trust in the national parliaments relative to the trust
in the EU and a country’s preferences for EU policy-making.
The paper is structured as follows: In the next section we briefly review the literature on
parliamentary scrutiny of European affairs. From this discussion we derive our explanatory
variables and suggest a way to measure these variables. Then we take stock of the 249 reasoned
opinions issued since the Lisbon Treaty went into force. This section is followed by the testing of
the impact of our explanatory variables on the number of times a parliament has issued a
reasoned opinion.
2. Parliamentary scrutiny of European affairs
For more than a decade, the question of which role national parliaments could and should play
within the legislative action of the European Union became an increasingly salient issue in the
treaties of the EU as well as in the academic literature (one example is Maurer and Wessels
2001). In this section we present some of the general theoretical arguments that were presented in
the literature with regard to the successful scrutiny of European affairs by national parliaments. In
addition, we present some of the conjectures made in the literature on what could be relevant
factors in the employment of reasoned opinions by chambers of national parliaments. From this
discussion we will derive our independent variables which we will later use to explain the
variation in the employment of reasoned opinions between the chambers of national parliaments.
Time and Resources:
Protocol No.2 TEU/TFEU states that after a draft legislation is available in the official languages
the parliaments have eight weeks to issue a reasoned opinion in case of subsidiarity concern. The
time frame was extended from the original six weeks in the constitutional treaty; nonetheless it is
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often argued that an eight-week timeframe is too short. As a result, especially for parliaments
with limited resources, the flood of legislative proposals from Brussels may constitute too large a
burden. Members of Parliaments with relatively limited resources will therefore be less likely to
invest in the scrutiny of EU legislative proposals (Cygan). Moreover, if few MPs are members of
a European Union Affairs Committee (EAC), this will entail that only few MPs will be familiar
with the process of European policy making (Raunio 1999).
The availability of time and resources are of course interrelated. As there is no variation in
available time frames between parliaments we focus on the second part, the available resources.
Within a parliament, discussion of European Union affairs will primarily take place in the EAC.2
The argument is therefore as follows: A large EAC implies that a lot of the MPs regularly get
involved in EU affairs. As a result we can expect the scrutiny of EU matters to play an important
role in these parliaments. Moreover, the greater the numbers of MPs that get involved in the work
of EAC, the easier it will be to tackle the broad area of European policy issues at one point in
time. This is because it is very likely that a larger EAC will also inhibit more resources in terms
of knowledge and manpower.3
Hence, we assume that the greater the number of MPs that are members of an EAC the greater its
relative importance, and the more capable the EAC will be in addressing several issues at the
same time. Therefore, we expect a larger EAC to have more resources and to scrutinize relatively
more EU legislative proposals. With regard to explaining variation in our variable of interest (i.e.
the number of times a reasoned opinion has been issued by a chamber of a national parliament)
we derive the following hypothesis:
H1: The greater the absolute number of MPs in an EAC the more reasoned opinions will be
issued by a chamber of parliament.
2 Bergman puts in the following way: “the most direct and important link between national parliaments and everyday
decision-making in the EU is the one that involves the EU Affairs Committee of the member states” and with regard
to the ability to scrutiny of EU affairs “these committees commonly complain about in ormation problem. However,
it is usually not an overall lack of information about EU matters that create problem, problems stemmed from the
fact that the volume of information is often too much too late”. See Bergman Torbjörn: The European Union as the
next step of delegation and accountability. European Journal of Political Research. May 2000, Volume 37, Issue 3,
pages 415–429. p.417. 3 In this study we limit ourselves to the analysis of the main EACs, however in several chambers of parliaments also
supplementing specialized EACs exist.
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Public opinion on EU membership
Our next independent variable to explain variation in the number of issued reasoned opinions is
the public opinion on EU membership. The public opinion variable has received quite some
attention in the previous literature on the scrutiny of EU affairs by national parliaments (ibid.
Raunio 1999). The argument is that negative public opinion of a country’s EU membership will
trigger a higher degree of parliamentary scrutiny of EU affairs. Bergmann (2000) showed a
strong correlation between a negative perception of EU membership and parliamentary scrutiny
of EU affairs. In his study the public opinion on a countries membership of the EU was measured
as the percentage of answers to the question “Do you think EU membership of your country is a
bad thing?” The correlation coefficient in his study was 0.91.
In this paper we assume that the individual MPs of national parliaments are the relevant actors for
employing reasoned opinions. Therefore, it seems obvious that their analysis of the costs and
benefits of employing reasoned opinions is what matters with regard to the number of times a
reasoned opinion is actually issued. As Downs (1957) has argued, an MP’s utility mainly comes
from being elected into office, and that they can therefore be expected to be interested in their re-
election.
For our analysis of EU scrutiny via the issuing of reasoned opinions this suggests that in
countries where constituents have a relative skeptical perception of their countries’ membership
in the EU we would expect a higher number of issued reasoned opinions. This is because we
would expect a Eurosceptic constituency to appreciate the MPs investment relatively more. We
will use data from the Eurobarometer to measure public opinion. More precisely, we measure the
percentage of people in a country that affirmed the question of whether they “tend to trust the
EU”.
However, simply looking at the level of constituent’s mistrust of the EU itself is not very
informative. The EWS is an instrument designed to challenge European legislation in favor of
national legislation. Therefore, the crucial question is who should instead be in charge of a certain
legislation. Therefore, we also look at the level of trust the constituents display towards their own
national parliament and divide it by the level of trust expressed towards the EU, i.e. our variable
is the level of trust constituents express towards their national parliament relative to their level of
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trust in the EU. We will expect a positive association, i.e., in cases where the counter is greater
than the value of the denominator, constituents prefer national law making over supranational and
hence give their national MPs incentives to invest in issuing reasoned opinions. We conjecture
the following relationship:
H2: The greater the level of trust in a national parliament relative to the level of trust in the EU in
a country, the larger the number of reasoned opinions issued by a chamber of a national
parliament.
Second Chambers
In contrast to the above argument, which was based on Downs hypothesis that the incentives of
directly elected MPs and the perception of the constituents towards the EU and their national
parliament is what matters, we could also argue in the opposite direction. Indeed, Kiiver (2011)
argues, that, on the domestic level, the main task of first chambers, i.e. the chamber of directly
elected MPs, is usually to control the government. Moreover, the government and its ministers
are usually accountable to the first rather than the second chamber. As a result, first chambers
already possess one tool, with which to articulate their concerns about EU legislations to the
relevant ministers who is involved in the EU decision making in the European Council.
Moreover, he argues that first chamber MPs are directly elected and therefore have to concentrate
on voters’ immediate preoccupation. In contrast, his argument is that MPs of second chambers
are not directly elected and hence do not feel the need to care about voters interest in the same
way.
Whether directly elected MPs of first chambers or indirectly elected MPs of second chambers
have the greater incentive to invest in reasoned opinions is hard to say ex ante. One way or the
other it seems adequate to control for differences. We therefore include a dummy variable
controlling for second chambers. In addition we propose the following hypothesis:
H3: MPs of second chambers, (who are not directly elected, and who do not have the same
influence on EU decision as first chamber MPs do) have a greater incentive to invest in the
issuing of reasoned opinions. Therefore, the number of reasoned opinions issued by second
chambers will be greater than those issued by first chambers.
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Political Culture
This variable tries to capture differences in the political culture with respect to the scrutiny of
European affairs. Robert Putnam (1993) argued that religious denominations like the Catholic
Church that impose a hierarchical structure on a society (like the state does) are discouraging the
evolution of trust in a society. Trust is defined as the propensity of people in a society to
cooperate. Moreover, it is argued, the level of trust governs the performance of institutions in a
society. La Porta et.al (1997) built on this argument. In a cross country study, they look at 40
countries and find a strong negative association of the level of trust in a country and the
percentage of people in a society that are member of a hierarchical religion, such as the Catholic
Church for example. In addition, they show that counties with a higher percentage of people in a
hierarchical religion perform worse in couple of indicators including the quality of the judiciary
and the bureaucracy. From these articles we take the argument, that a higher percentage of people
who are members of a hierarchical religion is associated with a lower quality of certain national
institutions, including government and bureaucracy.
In the context of the scrutiny of EU affairs, Bergman (1997) argued that there is a difference
between countries’ attitudes towards the EU as well as with respect to countries’ preference for
parliamentary scrutiny of EU affairs. His argument is that in southern countries EU issues mainly
fall within the sphere of the government’s authority. In contrast to this, parliamentary scrutiny of
EU affairs plays a much more important role and has a relatively higher status in the more
northern countries of the EU. In the southern countries a high percentage of the society are
members of the Catholic Church whereas in the northern countries most people are members of
the Protestant church.
In a later study, Bergman (2000) used a variable controlling for the political culture of a country
(i.e. the strength of a certain denomination in that country). The aim was “to capture the long-
standing mix of historical, institutional, and cultural patterns that vary across the member
states.”(ibid, p.420) Bergman’s result of a Spearman’s rank-order correlation showed that the
scrutiny rank and the Catholic/Orthodox variable were significantly correlated with a correlation
coefficient of .71 in 1996 and .92 in 1999 (ibid. p.423).
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In summation, a country’s political culture, measured in terms of the predominant denomination,
could affect both the preference for a parliamentary scrutiny of EU affairs as well as the
parliament’s capability of doing so.
We can use these findings to formulate our next hypothesis about the issuing of reasoned
opinions by chambers of national parliaments. Our conjecture is that countries in which a high
percentage of the societies are members of a hierarchical religion will issue fewer reasoned
opinions. If we follow the argument by la Porta et al. discussed above then the reason could be
that these countries have a lower quality of certain institutions such as the bureaucracy. As a
result, these countries could simply be less capable of issuing reasoned opinion. On the other
hand, as Bergman suggested, the preference for a parliamentary scrutiny could be stronger in
countries where the dominant denomination is not the Catholic or Orthodox Church. We will
measure the political culture of a country by the percentage of Protestants in the country in the
year 1980 (la Porta et al. 1998). We derive the following hypothesis:
H4: The larger the percentage of Protestants within a country the greater the number of reasoned
opinions issued by a chamber of national parliaments.
Preference for EU policy making
The question of how many times a parliament is in opposition to a policy area that will be
regulated by the European Union also depends on the policy preferences of this parliament, i.e.
what a parliament generally believes to be the “correct” allocation of a policy field within a
multilevel governance system. In the literature one of the arguments presented, is that the timing
of the EU membership of a country could explain differences in the scrutiny of European affairs
between countries. It is argued that the European project enjoys greater legitimacy within citizens
in the six countries which were founding the EU than in the countries entering the EU at a later
point in time (Bergmann 1997). As a result the later a country entered the Union, the sharper its
scrutiny on European affairs would be.
However, we suggest a different way of measuring a country’s preference for EU policy-making.
Countries that are in favor of EU policy-making will be willing to delegate more policy fields to
the European level. In contrast, countries with a lower preference for EU policy-making will be
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more hesitant in delegating authority. We can already see that countries self-select into a certain
group when we study countries’ membership of the European Monetary System. A membership
in the EMS can be understood as a strong preference for EU policy-making. This is because
membership of the EMS entails the delegation of national authority. We can see that some
countries that are already in the Union for quite a while, like Denmark, and the UK (both entering
the EU in 1973), stay outside of the Eurozone, whereas other countries select themselves into a
group of deeper integration e.g. Ireland (1973). Sweden and Austria entered the EU in 1995.
Austria became part of the EMS, whereas Sweden didn’t.
From this discussion we can derive our next hypothesis with regard to the issuing of reasoned
opinions by national parliament as a general preference for national, in contrast to supranational,
policy-making:
H5: parliaments in countries that are not member of the EMS will issue a greater number of
reasoned opinions than countries that are members of the EMS.
Table 1 gives an overview of our independent variables. Table 2 shows the summary statistics of
the independent variables.
Table 1: Summary of Independent Variables
Testing for: Name of
Variable
Measurement
Policy preferences euro (Dummy) 1 if a country is a member of the EMS
Preferences of the MPs of
a chamber of parliament
second
(Dummy)
1 if a reasoned opinion is issued by a second
chamber
Political culture prot80 Percentage of Protestants in a country in 1980
(source: La Porta et al.(1998))
Public Opinion of the
constituents in a country
their level in trust in the
EU and in their national
parliaments.
trustNP_EU Quotient of the percentage of constituents in a
country that trust their national parliament
relative to the percentage of constituents that
trust the EU (Source: average of Eurobarometer
SE 74,76,78, the question asked being “Do you
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trust the following institution ...”)
Resources MPsinEAC Number of MPs who are member to a
chamber’s main EAC. MPs and alternates; no
members of subcommittees; reported additional
members without voting right are excluded.
(source COSAC) :
http://www.cosac.eu/national-parliament-
european-c/)
Table 2: Summary Statistics (N=38 chambers of parliament)
Variable Mean Standard Dev. Minimum Maximum
Number of reasoned opinions by
chamber of parliament
6.55 7.88 0 45
MPs in European Affairs Committee 23.66 12.08 9 59
Quotient of percentage of people
that trust their national parliament
and trust the EU
0.59 0.38 0.14 1.47
Reasoned opinions issued by a
second chamber
0.29 0.46 0 1
Eurocountry (dummy) 0.61 0.50 0 1
Percentage of Protestants per
country in 1980
16.47 26.42 0.1 95.2
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3. Taking stock
Since the Lisbon Treaty went into force in December 2009 the national parliaments have issued
249 reasoned opinions questioning EU jurisdiction. After a slow start in 2010, when only 28
reasoned opinions were issued, the number increased to 88 in 2011. In 2012 the number declined
slightly to 72 reasoned opinions. In the first eight months of 2013, 51 reasoned opinions were
issued.
The sheer number of 249 issued reasoned opinions suggests that the new instrument offered by
the EWS for the principle of subsidiarity is used by the national parliaments. Indeed, in May
2012 the parliaments showed a yellow card to a Commission’ proposal for the first time. As a
result the Commission withdrew this legislative proposal.4 The increasing number of reasoned
opinions on the one side and the issued yellow card on the other, both are indicating an
intensified and effective political dialogue between national parliaments and the supranational
policy-makers.
However, from Figure 1 we can see that the national parliament’s willingness or capability to
employ a reasoned opinion varies widely. From December 2009 to August 2013, Sweden
questioned European jurisdiction in 45 cases. The Dutch Tweede Kammer issued reasoned
opinions 17 times and the parliament of Luxembourg did so 14 times. On the other hand both
chambers of the Slovenian parliament and the Hungarian issued no reasoned opinion. Only 1
reasoned opinion was issued by the parliaments of Ireland, Estonia, and by the Senate of the
Czech Republic. Figure 1 gives an overview over reasoned opinions employed by all chambers of
national parliaments.
4 The proposal in question - COM(2012) 130 - was concerned “with the exercise of the right to take collective action
within the context of the freedom of establishment and the freedom to provide services”. The reasoned opinions of
12 parliaments sufficed to reach the 18 votes threshold.(IPEX 2013)
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Figure 1: Reasoned opinions by chamber of national parliaments (source IPEX: 08/13)
In Figure 1, the digits 1 and 2 denote first and second chambers. Single chamber parliaments are
represented by the country abbreviation without an additional number. As proposed in the
literature and discussed in the section above, we suggested that MPs of second chambers could
have stronger incentives to participate in the EWS. The argument therefore was that their access
to the government is more limited (compared to first chambers) and that the public does not
directly elect them. The second chamber of the French parliament issued 15 reasoned opinions in
contrast to only 2 reasoned opinions by the French first chamber. In Germany the second
chamber issued 9 reasoned opinions while the first chamber issued 3. The numbers for the
Austrian and Italian second and first chambers are 10/2 and 9/5 respectively.
Table 3 gives an overview of the average number of reasoned opinions issued by first (1) and
second (2) chambers, as well as, from single chamber systems (3).
Table 3: Reasoned opinions by chamber of parliament
Parliamentary system Mean Std. Dev. Freq. Total number of
reasoned
opinions
first chamber 5.6 5.4 11 63
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Second chamber 6.3 4.7 11 72
Single chamber 7.1 10.8 16 114
Total 6.6 7.9 38 249
Table 3 shows that on average single chamber systems issue reasoned opinions most frequently
but with a high standard deviation. Moreover, the mean of second chambers is larger than the one
from first chambers.
Another conjecture from section 2 suggested that the EWS could be a particularly interesting
instrument for parliaments in countries that are characterized by a rather limited preference for
supranational law. We suggested measuring preferences for EU law by the membership to the
EMS. The Variable “euro” is a dummy variable where 1 indicates that a country is a member of
the EMS and 0 that a country is not a member of the EMS.
Table 4: Reasoned opinions and EMS membership
Euro (1 if a country is
member to the EWS)
Mean Std. Dev. Freq.
0 8.7 11.2 15
1 5.2 4.4 23
Total 6.6 7.9 38
Table 4 reveals the mean of issued reasoned opinions to be two thirds larger in countries that are
not member to the EMS than the mean of reasoned opinions employed by parliaments in
countries that are members of the EMS.
Table 5 displays the use of the EWS by countries with a different political culture. In section 2
we presented the argument that political culture could be a reason why some parliaments are
more willing to invest in the parliamentary scrutiny of European affairs than others. As suggested
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by the literature we measure political culture by the share of Protestants in a country. The
variable “protstrong” is a dummy variable, where 1 denotes countries with a percentage of
Protestants greater than 25. These countries are Finland, Sweden, Denmark, Germany, Estonia
and the Netherlands.
Table 5: Reasoned opinions and political culture
Protstrong Mean Std.Dev. Freq.
0 5.0 4.3 30
1 12.2 14.3 8
Total 6.6 7.9 38
From table 5 we can see that countries with a share of more than 25 percent Protestants on
average issued more than twice as many reasoned opinions as parliaments in countries with a
lower percentage of Protestants.
4. Regression model and results
This section presents the results of the regression. The dependent variable of our analysis is the
number of reasoned opinions issued within the time span December 2009 to the end of August
2013, i.e. we are dealing with count data. In addition, the dependent variable of our analysis is
over-dispersed and only three observations are zero. We will therefore use a negative binomial
model.
The results of the negative binomial regression are reported in appendix 1. The table shows the
marginal effects of the variables. In our full model (5), the variables testing for the available
resources in a chamber of parliament (MPsinEAC), for country preferences (euro) and for the
preferences of the constituents (trustNP_EU) all have the expected signs and are statistically
significant. Although the descriptive analysis of the previous section suggested the importance of
the variables controlling for the preferences of the second chamber (second) and for the political
culture (prot80), both variables are not statistically significant.
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The reported results in appendix 1 give us a first impression of the relevance of the discussed
variables with regard to their statistical significance level and their signs, i.e. whether a variable
has a positive or a negative effect on the depended variable. The displayed coefficients are more
difficult to interpret. To get a better grasp of the power of our coefficients we can survey the
incident rate ratios displayed in table 6.
Table 6: Incident rate ratios (IRR)
Nbro IRR (rounded) P>|z|
MPsinEAC 1.03 0.000
TrustNP_EU 2.84 0.003
Euro .63 0.051
Table 6 reports the incidence rate ratios for the three variables found significant in the negative
binomial model. The interpretation of the results is as follows: MPsinEAC is the estimated rate
ratio for a one unit increase in the number of MPs that are member of the chamber’s EAC. If a
chamber of parliament were to increase the number of MPs in its EAC by one, the rate it issues
reasoned opinions would be expected to increase by a factor of approx. 1.03, while we hold all
other variables of the model constant. Euro is the variable controlling for a country being member
of the EMS. The incident rate ratio is approx. 0.63 meaning that while we hold all other variables
in the model constant, euro countries are expected to have a rate ratio of 0.63 lower than non-euro
countries.
Figure 2 is a graphical simulation which illustrates the impact of the variable MPsinEAC which is
our variable controlling for the impact of the size of a parliament’s European Affairs Committee.
The MPsinEAC variable is a proxy to test the relevance of the resources that are available for a
parliamentary scrutiny of European affairs. Additionally, it could represent the local value that an
EAC captures within a chamber of parliament. A higher number of MPs could indicate a greater
local value of an EAC in that chamber and of the scrutiny of European affairs in general.
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Figure 2: Expected number of reasoned opinions and size of a chamber’s EAC
01
02
03
04
05
06
07
0
Exp
ecte
d n
um
ber
of is
sue
d r
ea
son
ed
opin
ion
s
0 10 20 30 40 50 60 70Number of MPsinEAC
All other independent variables held at their mean
Figure 2 plots the impact of the size of a parliament’s EAC with respect to issuing reasoned
opinions. The gray shaded area represents a 95% confidence interval.
Robustness of the results:
To learn more about the appropriateness of our analysis, we rerun the regression by using an OLS
model. Although, we believe that the negative binomial model is the right model for the analysis,
employing an OLS model can give us additional information. OLS is the best liner unbiased
estimator. Moreover, the coefficients can easily be interpreted and the R2 can give us a better
understanding of the explanatory power of our model. The R2 of our OSL model is
approximately 0.46. In addition, we use the OLS model to test for potential outliers by running a
robust regression. In doing so, Sweden is excluded from our sample. We therefore rerun our
negative binomial model without Sweden. The results can be found in the column (6) of the
regression table. We use robust Std. Err. in all estimations given, the Breusch-Pagan and Cook-
Weisberg test suggest heteroskedasticity.
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5. Conclusions
This paper is a first attempt to empirically assess whether national parliaments use the Early
Warning System for the principle of subsidiarity (EWS) in order to scrutinize European Union
affairs. The EWS was introduced by the Treaty of Lisbon and gives the national parliaments the
possibility of challenging the European Legislator on subsidiarity grounds by issuing reasoned
opinions. Although, this paper showed that the EWS was indeed used by national parliaments,
there is great variation between countries as well as within the parliamentary chambers of
countries. The paper discussed competing explanations of which variables determine this
variation in the activity levels of the national parliaments. Several variables were tested in
explaining cross-parliament variation of the employment of the EWS via reasoned opinions. We
found, that the size of the European Affairs Committee, the level of trust that constituents have in
their national parliament relative to their level of trust in the EU, and policy preferences for EU
policy-making have all had a significant effect on the rate at which parliaments were issuing
reasoned opinions. It should, however, be noted that this analysis has been limited to a first
scrutiny of relevant variables explaining cross parliament variation in the issuing of reasoned
opinions. The important question about variation between policy areas has been neglected and
will be a logical next step for future research.
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Appendix 1: Results of the negative binomial regression (margins)
+ p<0.1, * p<0.05, ** p<0.01, *** p<0.001
(d) for discrete change of dummy variable from 0 to 1
Marginal effects; t statistics in parentheses
N 38 38 38 38 38 37
(-1.48) (-1.55)
prot80 -0.00739 -0.00752
(1.08) (1.00) (1.02)
second 0.305 0.281 0.285
(-1.45) (-1.55) (-1.95) (-1.72)
euro -0.344 -0.388 -0.468+ -0.434+
(3.08) (3.29) (3.11) (2.94) (2.48)
trustNP_EU 0.770** 0.809** 0.781** 1.045** 0.986*
(3.27) (3.61) (3.24) (3.15) (3.59) (2.47)
MPsinEAC 0.0353** 0.0295*** 0.0277** 0.0296** 0.0313*** 0.0284*
nb_ro
nb_ro nb_ro nb_ro nb_ro nb_ro nb_ro
(1) (2) (3) (4) (5) (6)