Explanatory Memorandum to COM(2008)866 - Towards a common understanding of the concept of tolerable risk of error

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52008DC0866

Communication from the Commission to the European Parliament, the Council and the Court of Auditors - Towards a common understanding of the concept of tolerable risk of error {SEC(2008) 3054} /* COM/2008/0866 final */


[afbeelding - zie origineel document] COMMISSION OF THE EUROPEAN COMMUNITIES

1.

Brussels, 16.12.2008


COM(2008) 866 final

COMMUNICATION FROM THE COMMISSION TO THE EUROPEAN PARLIAMENT, THE COUNCIL AND THE COURT OF AUDITORS

Towards a common understanding of the concept of tolerable risk of error

{SEC(2008) 3054}

2.

COMMUNICATION FROM THE COMMISSION TO THE EUROPEAN PARLIAMENT, THE COUNCIL AND THE COURT OF AUDITORS


Towards a common understanding of the concept of tolerable risk of error

3.

1. BACKGROUND


When presenting its Annual Report on the 2007 financial year, the European Court of Auditors reported that it found 'a material level' of errors in budget areas representing 54% of the EU budget. More precisely, the Court found error rates above their 2% threshold in 'Rural development', 'Environment', 'Cohesion', 'Research', Energy", 'Transport', 'External aid', 'Development aid', 'Enlargement', 'Education' and 'Citizenship'.

As a result, the budgetary authority and the general public are left with the impression that the EU is unable to adequately manage a majority of its flagship policies. The Court's report puts 'yellow' and 'red' flags on some of the likely future spending priorities of the EU budget, in the context of the budget review and a global financial and economic crisis. The Commission has made great efforts to address the situation, and significant and tangible progress has been made over the past four years.

Increased and improved controls at all levels would obviously help. Legislative simplification will also address the high proportion of error that can be attributed to final beneficiaries overstating costs, misunderstanding or misapplying the often complex rules and regulations that govern EU funds.

But as the Court also points out, the way EU funds are disbursed to millions of beneficiaries across the Union, based on self-declaration of those who receive the funds, is inherently risky. And beyond the Union borders, Europe is active in development co-operation and humanitarian efforts and other global challenges, often in difficult and risky environments, yet widely supported by the European public.

These political imperatives must be acted upon and delivered with cost-efficient controls. While there is zero tolerance for fraud, political decision-makers understand that some schemes are inherently risky. Political decision-makers are used to assess and assume such risks, accepting that some errors will occur, to be corrected only after detection.

Currently, the Court uses a 2% threshold, as do many Supreme Audit Institutions, essentially for the materiality of the accounting statements. This uniform benchmark, which does not take account of the different risk profiles of policies, is also used by the Court to conclude on the legality and regularity of the underlying transactions. It is perfectly conceivable that the budgetary authority would set a different threshold, if jointly considering the political imperatives, the benefits of a policy (also non-financial), the inherent risk, the potential for further simplification and the additional cost associated with reducing error rates through more controls.

The concept of 'tolerable risk of error' is the practical implementation of this political approach to audit, and it is a debate long overdue for the EU budget.

Indeed, the concept of tolerable risk of error was first introduced at EU level by the European Court of Auditors in its “single audit opinion” 2/2004 i. The Court reasoned that ‘ any control system is a trade-off between the cost of operating the defined intensity of checks on the one hand and the benefit these procedures bring on the other. In the Community context the benefit involves reducing the risk that funds are wasted and containing the risk of error to a tolerable level ’.

The Court further states, in line with international auditing standards, that underlying transactions can rarely be absolutely free of error, and a degree of tolerance in their accuracy is therefore acceptable i. This tolerance is reflected by the 2% materiality level applied by the Court for all policy areas for assessing the legality and regularity of underlying transactions i. Thus, an extrapolated error rate of more than 2% based on the Court’s sample leads to a qualified or adverse opinion.

In its Opinion, the Court further concluded that ‘it is likely that the level of tolerable error or irregularity would vary between different budgetary areas depending on both the cost of controls as well as the inherent risk’ . To balance the costs and benefits of control, the Court has indicated that the 2% level is not necessarily the right benchmark for judging the Commission’s management of risk in some areas of the budget. It therefore called for rates of tolerable risk of error to be proposed by the Commission and decided at political level. The Commission included the Court’s suggestions on tolerable risk in its 2006 Action Plan towards an Integrated Internal Control Framework (Action 4) and launched a data collection exercise on the costs of controls (Action 10) i.

Following the Court’s single audit opinion, the Council concluded in November 2005 ‘that it should reach an understanding with the European Parliament regarding the risks to be tolerated in the underlying transactions, having regard to the cost benefits of controls for the different policy areas and the value of expenditure concerned’[5]. In line with this the Slovenian Presidency stated in June 2008 that ‘the Presidency believes, in line with the 2005 Council conclusions [..] that a common understanding between the European Parliament and the Council should be reached regarding the residual risk to be tolerated in the underlying transactions, having regard to the costs and benefits of controls for the different policy areas and the value of the expenditure concerned’ i.

The European Parliament has also consistently supported the implementation of a tolerable risk approach (notably in its 2003 to 2006 discharge decisions), and in April 2008 tolerable risk was the subject of a working document i by the Chairman of Parliament’s Committee on Budgetary Control. The document suggested that ‘a political recognition of the calculated risks involved in EU actions be encouraged’ and that ‘precise and reliable information as regards the present situation be provided’.

The Court of Auditors recommended in its Annual Report on 2007 i that the legislative authorities and the Commission make progress in taking forward the concept of tolerable risk. In the light of their stated positions, the Commission considers that there is common ground between the Institutions on the need to move towards a tolerable risk approach, which provides transparency on the risks involved in different EU policies and the cost of managing these to a given level. Any decision on a tolerable risk level must be based on a joint consideration of the political imperatives, the benefits of a policy (also non-financial), the inherent risk, the potential for further simplification and the additional cost associated with reducing error rates through more control.

This Communication defines tolerable risk and describes the approach used to illustrate the concept (section 2); provides illustrative examples in key spending areas ("red lights" in 2006 and 2007 according to the Court), exploiting the results of the data collection exercise on a first estimation of the costs of controls (section 3), and proposes a way forward for formally setting tolerable risk levels (section 4).

4.

2. DEFINITION AND APPROACH USED FOR THIS COMMUNICATION


5.

2.1. Definitions


Tolerable risk is the level of undetected error accepted or tolerated, once inherent risk has been mitigated by cost-effective controls:

Tolerable risk = Inherent risk – risk mitigated by cost-effective controls

In this equation, inherent risk is the risk linked to the activity itself. Inherent risk indicators for Commission activities include complexity of legislation; the management framework, such as agencies, national administrations (for example under shared management) and national implementing bodies; the stability of the policy environment; the number and types of beneficiaries and the nature of actions. For example, complex rules and eligibility criteria are sometimes necessary to achieve targeted policy results whose benefits are considered valuable, even if these may themselves render transactions prone to error. In other words well designed rules and regulations which are clear to interpret and simple to apply decrease the risk of errors.

Internal control systems are set up to reduce or mitigate the inherent risk of error to an acceptable level. Control provisions in legislation influence the likelihood of preventing and detecting errors - for example minimum control levels set for Agriculture or the Structural Funds. The choices made by the legislator on control strategies and the implementation of these by the Commission and the Member States, and the degree of compliance of Member States authorities with the regulatory control requirements under shared management have a direct impact on the level of risk.

The Court defines two types of financial error – those directly affecting the amount to be paid, and those having no direct impact on the payment but which imply a financial risk and/or could lead to financial corrections. It is important to note that none of these errors is an indicator of fraud.

Likely error rates can be limited by more and/or better controls but such investment must be balanced by the benefits which ensue, measured largely by financial error likely to be detected and corrected. Building on the above equation, the risk remaining after the application of controls can be considered acceptable or tolerable provided it can be shown that all measures have been taken to limit the inherent risk within the bounds of sound financial management. Adopting a “tolerable risk” approach would mean defining the levels to which it is reasonable to expect the Commission and its implementation partners, including the Member States, to reduce errors while using control resources cost-effectively. This decision is one which should be taken at political level.

This Communication illustrates the 'tolerable risk' approach using available data on types of error and error rates, current control costs and control populations. The data on errors is taken from the Court of Auditors' 2006 Declaration of Assurance (DAS) or from Member State control results. Data on control costs and the control population is partly based on surveys and partly estimated.

6.

2.2. Illustrating tolerable risk of error


7.

2.2.1. The approach used


The Commission recognises that there is scope to further improve current levels of compliance and the quality of controls, for example by the Commission and Member States providing further guidance and training for management bodies at all levels (national, regional, sectorial etc) and to beneficiaries, focusing on areas where errors are most prevalent. The possible degree of improvement would depend on how effectively the Commission and its implementing partners, for example in the Member States, apply such measures i and on the resources they invest in controls.

Following this improvement of existing controls at no significant cost, any further reduction in the error rate could only be achieved through increased intensity of first level management controls, including both desk checks and on-the-spot controls. Additional on-the-spot controls tend to be costly in view of the large numbers of beneficiaries of Community programmes that would have to be checked.

To illustrate the trade off between the cost of controls and their benefits, a simple model can be used. This model aims to determine the theoretical level of tolerable risk (the 'tolerable risk point'), where the marginal cost of an additional control equals the marginal benefit of that control.

The model is based on the following two coordinates:

- point (A): the current error rate at the estimated current cost of control i.

- point (B): a theoretical point where the coordinates are the estimated current cost of control plus the estimated cost of controlling all projects on the spot annually, assuming that this would yield a zero error rate.

On the basis of the two coordinates a trend line was drawn between points A and B.

[afbeelding - zie origineel document]

This approach is simplified as it assumes that each element of the population has the same risk characteristics, which is unlikely to be true in Community programmes. A better model of the real-life situation can therefore be achieved by deriving a curve from the line to represent more clearly a population with varying characteristics.

A tangent at 135° is drawn to touch the curve to identify the point at which the marginal cost of controls equals the marginal benefit. We call this point the tolerable risk point. Each control before this point on the curve would be likely to detect and correct errors of a value higher than the cost of the additional control. Increasing controls beyond this point would cost more than the error likely to be detected and recovered, and a cost-efficient control strategy would therefore lead to the fixing of a tolerable rate of error at this point.

Further details of the approach are set out in the annexed working document.

8.

2.2.2. The assumptions made


The approach makes certain assumptions given that analysis at this stage has been limited to readily available and easily quantifiable data. The following assumptions and simplifications could potentially cause the tolerable risk point to be overestimated:

- controls have a dissuasive effect i, but this is difficult to measure: in this model, cost and benefits of controls are set out in purely quantifiable financial terms.

- all (100%) projects need to be controlled annually on the spot to ensure 0% error: the model excludes the effect of additional training and guidance and the extrapolation of errors whereby corrections of systematic errors are applied to non-audited projects.

- the cost of controls axis assumes that each control costs the same amount and that there are no economies of scale from simultaneous checking of several projects for the same beneficiary or checking several years’ expenditure in a single control.

- the population of projects is assumed to be homogeneous in size and in terms of risk of error while in reality controls would be directed towards higher risk areas thereby reducing risk of undetected error at a lower cost.

- the multiannual corrective mechanisms in place (e.g. for cohesion policy) impact the error rate, since many of the projects audited in the Court's annual sample will not have been subject to the full set of controls required by legislation over the lifespan of programmes i. The (annual) tolerable risk point in this illustrative example is therefore totally distinct from the error level at the closure of each individual (multi-annual) programme and from the declarations of assurance in the Annual Activity Reports of Commission services which are based on an appreciation of systems' capacity to detect and correct errors over a number of years.

The following further assumptions in the model could potentially cause the tolerable risk point to be underestimated:

- improving existing ex ante controls to adjust the minimum error rate reported by the Court in 2006, for example through better guidance and training by the Commission to the Member States and by the Member States to their authorities and beneficiaries, is assumed to have zero (or no significant) cost.

- audit risk is not taken into account: controls carried out are assumed to identify and correct all errors in a project.

In addition, the examples provided were based on a single year and it is assumed that this year is representative. The combined (upward and downward) effect of these assumptions may balance each other out. Moreover, the introduction of more sophisticated mathematical approaches (using parabolic and logarithmic functions and the concept of opportunity cost), was found to produce comparable results, and the method is therefore believed to be reasonably reliable (see Annex).

Clearly, some of the above assumptions are quite far-reaching, and with the benefit of an extensive analysis of financial transactions and error rates i accompanied by an extensive collection and analysis of detailed data, at project level, the model could be further developed to take account of:

- the nature of projects, to identify the inherent levels of risk for different types of projects;

- the different risk levels of different activities and beneficiary types, to ensure that the highest risk ones are controlled first;

- the size of projects, so that at a given level of risk the largest ones could be prioritised for control, thus using control resources efficiently; and

- the duration of projects, so that controls can be timed to permit the maximum amount of funds to be controlled.

However, since developing this advanced version of the model would imply a time-consuming and costly data collection exercise in Member States, the option is not further pursued at this juncture.

9.

3. ILLUSTRATIVE EXAMPLES OF COST OF CONTROL AND RISK OF ERROR


Using the simple model set out above, the following section looks at particular parts of two policy areas for which the Court concluded in its Annual Reports for both 2006 and 2007 that the error rate is high i. The underlying assumptions are simple and provide indicative results. In both cases, the basic model is adapted to accommodate the specificities of data available for each area. The results are not therefore comparable between the two areas. In both cases, the monetary amounts and percentages presented are rounded given their approximate nature.

10.

3.1. European Regional Development Fund (ERDF)


In the 2000-2006 programme period, ERDF co-financed an estimated 700,000 individual projects. The Fund is implemented under shared management with implementation tasks, including the control of beneficiaries, delegated to Member States at national, regional and local level. Sectoral legislation sets out control structures and minimum levels of controls for managing authorities, paying/certifying authorities and audit bodies, and stipulates that errors and irregularities have to be prevented, detected and corrected in the first instance by the Member States i. The Commission supervises these management and control systems and DGs draw conclusions on their effectiveness in their Annual Activity Reports. In February 2008 the Commission adopted an Action Plan to strengthen its supervisory role under shared management of structural actions i.

The Commission's own control strategies and practices are based on a multi-annual approach i. The control and correction mechanisms in the Member States are also multi-annual, comprising first level verifications (desk reviews and on-the-spot controls) before declaring expenditure to the Commission; on-the-spot ex post controls on operations after declaration of expenditure to the Commission; systems audits, and a closure declaration by an independent winding-up body.

Due to the annuality of the DAS enshrined in the Treaty, the following calculation of a possible tolerable risk point is annual, and is based on the Court's DAS 2006 and the error definitions and findings reported by the Court.

In 2006 and 2007, structural actions (including ERDF) i received a negative assessment from the Court of Auditors, which quoted an error rate in reimbursements for all Structural Funds of at least 12% and 11% respectively on the basis of its sample.

Using the current minimum error rate found by the Court of Auditors and reducing this to around 9%, to take account of the estimated benefits of improving the existing ex ante controls at limited or no significant additional cost, the Commission determined the annual cost of controls, together with the tolerable risk point as set out in section 2.2.1 above.

Based on data from the Member States, the Commission has made a preliminary estimate that the total cost of control for the ERDF in 2006 was some €215 million, around 0.7% of total public expenditure on activities co-financed by the ERDF in that year.

The following graph illustrates the theoretical relationship between error rates and the cost of control for ERDF (see annex for further details):

[afbeelding - zie origineel document]

Based on estimated figures for the amount of expenditure /number of projects controlled in 2006, the cost of achieving a theoretical zero error rate by controlling all expenditure/projects on the spot control annually would be €2.25 billion (equivalent to 8% of total public expenditure on activities co-financed by the Fund). On this basis, a curve was derived to illustrate the possible relationship between error rates and the cost of control i.

The point on the curve where the amount at which any supplementary Euro spent on control yields exactly one Euro more in expected error detected was then calculated to determine the tolerable risk point (where the marginal cost of control equals the marginal benefit). This point could lie at an error rate of around 4% and a cost of control of €996 million, equivalent to 3.5% of total public expenditure. This would indicate that spending more on control of the ERDF would be cost effective up to the point of achieving an error rate of some 4%. A political decision on this would need to take account of capacity to increase expenditure on controls and could result in a target level of tolerable risk between the Court's current minimum error rate adjusted to 9% (to take account of the estimated benefit of improved ex ante controls at no significant cost) and the 4% theoretical target identified above.

As the information provided by the Member States was not always complete and consistent,[20] the Commission assessed how the calculation would be affected by a possible underestimate of the cost of controls. If these were 50% higher than estimated by the Member States, the tolerable risk point would increase by 1 percentage point (to 5%). This, together with the results of a sensitivity analysis using more sophisticated statistical techniques based on the same data, showed limited variation in the tolerable risk point (see Annex).

It should also be noted that the data used above relate to Structural Funds expenditure governed by 2000-2006 legislation. The rules governing the 2007-2013 programme period include reinforced and clearer control provisions for national authorities, which are intended to help reduce error rates. This effect should be accentuated by the preventive activities in relation to the 2007-2013 period being carried out under the Action Plan.

Additional simplifications have also been proposed recently to the legislative authority and these are also likely to have an impact on the error rate and therefore on the tolerable risk point. However, the majority of Structural Funds expenditure will not be governed by 2007-2013 legislation until 2010 onwards. Until then, the majority of expenditure declared by Member States to the Commission will be covered by the 2000-2006 legal framework i. As any further, more detailed, analysis of tolerable risk would need to incorporate the effect of the 2007-2013 legislation and of the Action Plan, this would need to be based on 2010 implementation data and therefore could be available as from 2011 (see section 4.1 below).

Key observations the tolerable risk level is above 2% and could lie, according to a simple theoretical cost/benefit approach, around 4%. This would imply imply a fivefold increase in the current control outlay from 0.7% to some 3.5% of total public expenditure. Accordingly, on the basis of the illustrative figures, €100 million extra spending on controls above the current levels could yield a net estimated benefit of some €285 million of detected errors. achieving a 2% error rate would, on the basis of the illustrative figures, require an eightfold increase in control expenditure to nearly 6% of total public expenditure on the Fund. because of the significant additional control costs to be borne by Member States to reach the theoretical tolerable risk point, a medium-term objective could be fixed to evolve from the Court's minimum error rate towards a target of around 5%.

- 3.2. European Agricultural Fund for Rural Development (EAFRD)

EAFRD accounts for some 20% of total agricultural expenditure over the period 2007-2013. Its control framework is very close to that for European Agricultural Guarantee Fund (EAGF) expenditure. The Court concludes that rural development accounts for a disproportionately large part of the overall 2% to 5% error rate for agriculture, whereas for EAGF expenditure the value of the error rate is estimated to be slightly below 2%[22].The higher error rate in rural development is mainly due to the high incidence of errors in agro-environmental measures. Special report No 3/2005 of the Court of Auditors on the control of environmental expenditure in agriculture concludes that this expenditure is not only risky by its nature but that it is not possible to obtain assurance in this area at a reasonable cost.

The following illustrative exercise therefore looks specifically at these measures. In doing so, the Commission also responds to the discharge resolution of 22 April 2008[23].

It is not possible to estimate an error rate for agro-environmental measures on the basis of the Court's DAS exercise but the Commission requested Member States to provide statistics on the results of on-the-spot controls in financial year 2007 for several rural development measures, including agro-environmental measures. Member States provided the requested data which however was not verified and validated by the certification bodies – and in some cases was also incomplete. The data nevertheless confirmed that error rates for agro-environmental measures were higher than for other measures in rural development and indicated an error rate of around 4% for agro-environmental measures in 2007.

The Commission also requested Member States to provide information on their control costs for agro-environmental measures. On the basis of data received, these control costs presented for agro-environmental measures are roughly estimated at € 360 million, equivalent to 13% of total public expenditure on the measures in 2005. It is worth noting that this is three times more than for agricultural measures in general (around 4% of total public expenditure). Controls on agro-environmental measures also contribute to achieving the policy objective of protecting and improving the environment. These environmental benefits have not been quantified in this exercise.

[afbeelding - zie origineel document]

The cost of controlling all beneficiaries annually was estimated at some €1.4 billion. A curve was derived from these data to illustrate the possible relationship between error rates and the cost of control i.

Key observations An increase in control costs above the present level (13%) would not be cost-effective, because a marginal increase of the number of on-the-spot controls by 1% of the beneficiaries would yield savings of irregular expenditure amounting to only around 10% of the costs of these additional controls. Reducing the level of error from the current 4% to the Court’s materiality level of 2%[25], would increase the cost of control from around 13% to almost 30% of total public expenditure on the measures, and would not be cost-effective. Agro-environmental measures contribute significantly to the overall error rate for rural development. As it would not be cost-effective to increase controls, the tolerable risk level for rural development measures is clearly above 2% and may lie above 5%.

- 4. THE WAY FORWARD

11.

4.1. Preliminary conclusions


It is important to stress that agreeing on a tolerable risk of error would not imply accepting inadequate management and control systems at the Commission or in the Member States. For all policy areas, the Commission and its implementation partners would need to remain vigilant and achieve the best possible control within given resources. Where weaknesses are found, these need to be addressed and the causes analysed to effectively prevent, detect and correct these.

The Commission also recognises that, in some sectors, control systems for Community programmes, including those operated by the Member States, could prevent, detect and correct errors more effectively within the current cost. It is taking action to achieve this i.

Investment in controls beyond the current levels would detect and correct more errors. Any increase in controls would require additional resources to be made available by the Commission and/or by the Member States and decisions on the level of increase would need to be based on the expected benefits in terms of reduced error rates.

The Court of Auditors' assessments show that there is a real difference in error rates between policy areas. The above analysis confirms the view that the 2% materiality level for the annual Statement of Assurance (DAS) is not an appropriate measure of a cost effective control strategy for some policies. As a result the tolerable risk of error would need to be analysed and decided separately per policy area at Community level.

This tolerable risk level set by the political authorities would lie between the current error rate, as adjusted to take account of possible improvements in existing controls, and the theoretical tolerable risk point. The simple model set out in this Communication, based on available data and estimates, gives a first indication of these levels:

- For Cohesion policy, the Budgetary Authority could consider that for the purposes of the annual DAS exercise, as a first indication, the tolerable risk level may lie on an annual basis around 5%; and

- For rural development, on the basis of available data, the Budgetary Authority could consider that any further controls to reduce errors would not be cost effective. The Commission estimates in a first analysis that the tolerable risk level for this area is around 5%.

While this Communication has concentrated on two areas where the Court of Auditors gave a negative assessment in 2007, the approach could also be applied to other policy areas including internal policies, in particular research where intensified auditing has provided accurate data on errors and where costs of control are readily measurable, and external actions which, while enjoying strong political and public support, operate in often risky and difficult environments. Elements of simplification in both areas would be taken into account where these have an effect on risk of error and costs of control. The tolerable risk analysis is also relevant for areas already covered by a positive assessment by the Court of Auditors. For Administration expenditure, for example, the Commission will examine whether the low inherent risk and the effective controls already put in place justify a tolerable risk of error below the current 2% materiality threshold.

For cohesion policy the model could be made more robust to allow for differences in risk between members of the population. This would require a more extensive and costly analysis which could be completed at the earliest at the end of 2010, while still being based on 2000-2006 legislation. In the Commission's view, this option is neither necessary, nor cost-effective. On the other hand, revised data for the area of cohesion policy, based on actual implementation of the new legal framework for 2007-2013, including newly proposed simplifications, could prove useful. This would need to be based on 2010 data, by which time the new programmes will be well under way, and the results (which would be available in 2011) could be used to review and refine the tolerable risk point in this area.

12.

4.2. Possible steps towards an agreement on implementing a tolerable risk approach


The implementation of a tolerable risk approach would in the Commission’s view be a sound investment and would provide a firm basis for the Discharge Authority to judge the quality of the Commission’s management of risk. Clearly, as the auditee, the Commission cannot itself fix the levels of risk to be tolerated.

The major steps for moving to a tolerable risk approach could be as follows:

- re-launch the Inter-institutional debate with Council, Parliament and the Court of Auditors on the basis of the present communication and position taken by the Budgetary Authority on the levels of risk to be tolerated in Cohesion Policy and Rural Development based on the analysis above;

- should the conclusions of this debate allow, the Commission will present further analyses of tolerable risk, in particular for research, energy and transport and for external aid, development and enlargement, before mid-2010.

delegations– An improved sound financial management of EU funds 10284/08 FIN 217, 3.6.2008.
“Tolerable risk of error”, MEP Herbert Bösch, 8.4.2008.
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services’ annual activity reports.
(€ million) to facilitate analysis, and percentage error rates are shown in the graph for ease of reference.

[23] “[…] invites the Commission to thoroughly investigate and assess the possible costs and benefits in the area of agro-environmental measures, as well as the connection to other areas of spending, and to present this analysis to the Council, Parliament and the ECA as a minimum basis for discussing the need for reform”. The attached Commission Staff Working document provides a first rough estimation of their costs of control of agro-environmental measures together with an overview of their widely-recognised benefits.
(€ million) to facilitate analysis, and percentage error rates are shown in the graph for ease of reference.