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B EXPENDITURE METHODOLOGY
This appendix outlines the methodologies used to estimate public sector expenditure for Scotland and highlights where these methodologies differ from those used in previous editions of GERS.
Methodology
Figures for UK and Scottish public sector expenditure are taken directly from official UK Government sources.
Total Expenditure on Services ( TES) can be separated into two components:
- Identifiable expenditure: that is expenditure that can be clearly allocated to a country or region in terms of having been spent for the benefit of that country or region; and
- Non-identifiable expenditure; that is expenditure that cannot be identified as benefiting a particular country or region of the UK but is instead incurred on behalf of the UK as a whole.
Total Expenditure on Services covers most expenditure by the public sector. Adding an accounting adjustment reconciles it with Total Managed Expenditure ( TME). In 2007-08, TES accounted for approximately 95 per cent of TME.
UK Expenditure Figures
The primary data source used to estimate Scottish public sector expenditure is the Public Expenditure Statistical Analyses ( PESA) database, published by HM Treasury 28. Within PESA, tables relating to a Country and Regional Analysis ( CRA) are available in which UK Government departments and devolved administrations have allocated expenditure programmes to Scotland, Wales, Northern Ireland and English regions.
Methodologies for apportioning non-identifiable expenditure
In GERS, the methodology to apportion non-identifiable expenditure and identifiable expenditure which occurs outside the UK to Scotland varies according to the particular expenditure estimated.
The methodologies used are listed in Table B.1. Each reflects the approach that is thought to capture most appropriately the 'who benefits' principle. None of the methods used to apportion non-identifiable expenditure to Scotland have changed from the previous edition of GERS.
Table B.1: Apportionment Methodologies for Non-Identifiable Expenditure: Scotland 2003-04 to 2007-08 1, 2
| Non-id | Outside the UK |
|---|
General public services | | |
|---|
Public and common services | Population | n/a |
|---|
International services | Population | Population |
|---|
Public sector debt interest | Population | n/a |
|---|
Defence | Population | n/a |
|---|
Public order and safety | Population | n/a |
|---|
Economic affairs | | |
|---|
Enterprise and econ development | Population | Population |
|---|
Science and technology | GVA | Population |
|---|
Employment policies | n/a | Population |
|---|
Agriculture, forestry and fisheries | n/a | n/a |
|---|
Transport | GVA | Population |
|---|
Environment protection 3 | GVA & Population | Population |
|---|
Housing and community amenities | n/a | n/a |
|---|
Health | n/a | Population |
|---|
Recreation, culture and religion | Population | Population |
|---|
Education and training | n/a | Population |
|---|
Social protection | n/a | Population |
|---|
EU transactions | Actual | GVA, VAT & Population |
|---|
1: Where there is no UK non-identifiable expenditure this is entered as not applicable (n/a).
2: Identifiable expenditure outside the UK, except EU transactions, is apportioned on a per capita basis.
3: All environment protection expenditure is apportioned on a GVA basis, except UKAEA and BNF expenditure on nuclear decommissioning, which is apportioned on a per capita basis.
Methodology for estimating the accounting adjustment
The public sector expenditure analysis in this report focuses on Total Expenditure on Services ( TES). In UK public finance documents, the principal measure of public sector expenditure is Total Managed Expenditure ( TME). The main difference between TES and TME is that TES does not include general government capital consumption and does not reverse the deduction of certain VAT refunds in the budget-based expenditure data. It also contains a number of items that are in budgets but not in TME, for example the grant equivalent element of student loans. TME is consistent with ONS National Accounts and the UK Public Sector Finances.
An accounting adjustment is introduced to align TES to TME. The largest component of the UK accounting adjustment is general government capital consumption. This is a measure of the amount of fixed capital resources used up in the process of providing public services.
The estimate of an accounting adjustment for Scotland is calculated using a variety of apportionment methodologies. Firstly, estimates of capital consumption from the ONS regional accounts, together with data from UK local government returns, have been used to estimate capital consumption for Scotland. In 2007-08, capital consumption for Scotland was estimated at £1.5 billion (11.4 per cent of the UK total). This calculation is identical to that underpinning the estimates of general government gross operating surplus on the revenue side. These two elements cancel out when calculating net borrowing.
VAT refunds have been allocated to Scotland using the apportionments derived in the revenue calculations (see Appendix A), and therefore cancel out in the calculation of net borrowing. The figures for Scottish student loan subsidies were provided by HM Treasury. The imputed subsidy from local authorities to HRA adopt the same apportionment allocation as in the gross operating surplus calculations on the revenue side, and the imputed flows for ROCs adopts the same methodology used in 'other taxes and royalties'. These items cancel in the net borrowing calculations. The Scottish share of the Nigerian debt write-off has been allocated on a per capita basis. The residual has been allocated by TES and disaggregated to current and capital components used in Scotland's TES ratios.
In sum, the accounting adjustment for Scotland was estimated at £2.9 billion in 2007-08, or 10.7 per cent of the total UK Accounting Adjustment.
Amendments to PESACRA Data
A number of significant improvements have been made to the PESACRA database in recent years to apportion expenditure more accurately to countries and regions. While many anomalies in previous editions of PESACRA have been addressed and are now reflected in both PESACRA 2009 and this GERS report, a number of supplementary amendments to the PESACRA 2009 dataset were made in producing GERS. The aim of these refinements was to ensure that the public sector expenditure figure for Scotland captures as accurately as possible expenditure for the benefit of Scotland.
The revisions to PESACRA 2009 made in GERS can be grouped under the following headings and are summarised in Table B2:
- re-classification of expenditure
- re-apportionment of expenditure
- amendment to Scottish Water capital expenditure
Table B.2: Revisions to Estimates of Total Public Sector Expenditure from PESA 2009: Scotland 2003-04 to 2007-08
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 |
|---|
Total Expenditure in Scotland ( PESA) 29 | 42,349 | 44,438 | 48,098 | 50,535 | 53,654 |
|---|
Total Expenditure in Scotland ( GERS) | 42,360 | 44,625 | 47,746 | 50,267 | 53,336 |
|---|
Total revisions between PESA and GERS | 11 | 187 | -352 | -268 | -318 |
|---|
Of which | | | | | |
|---|
Re-classification of expenditure | -58 | -37 | -41 | -151 | -190 |
|---|
Re-apportionment of expenditure | -123 | -136 | -430 | -116 | -128 |
|---|
Amendment to Scottish Water capital expenditure | 192 | 361 | 120 | 0 | 0 |
|---|
Re-classification of expenditure in PESA 2009
In PESACRA 2009, some expenditure by UK Government departments with responsibility only in England and Wales was recorded as UK non-identifiable. This included:
- Office of the Third Sector,
- Natural England,
- Commission for Rural Communities,
- an element of central health administration expenditure
- elements of police and crime reduction
- Department for Innovation, Universities and Skills expenditure on the Technology Strategy.
- Department for Culture, Media and Sport ( DCMS) expenditure on libraries and administration.
In GERS, such expenditure has been re-classified as expenditure for England and Wales only. As a result, no share was apportioned to Scotland in this publication.
As discussed in Box 6.1 in GERS railways expenditure, alongside expenditure on roads, is apportioned to Scotland on an 'in' basis. This means that expenditure 'in' Scotland on railways is apportioned to Scottish public sector expenditure while, where possible, a zero share is allocated to Scotland for all expenditure on rail across the rest of the UK. This required a number of modifications to the underlying PESA data which affected the expenditure by London and Continental Railways, the Channel Tunnel Rail link, and Network Rail.
Table B.3: Re-classification of Expenditure in PESA 2009: Scotland 2003-04 to 2007-08
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 |
|---|
Office of the third sector | - | - | - | - | -1 |
|---|
Natural England | -9 | -7 | -10 | -16 | -15 |
|---|
Commission for Rural Communities | 0 | 0 | 0 | -1 | -1 |
|---|
Central health administration | -1 | -1 | -1 | -1 | -1 |
|---|
Technology Strategy | 0 | 0 | -3 | -7 | -1 |
|---|
Libraries and DCMS Administration | -18 | -3 | -3 | -4 | -4 |
|---|
Network Rail | 0 | 0 | 0 | -94 | -93 |
|---|
London and Continental Railways | -16 | -12 | -11 | -8 | -6 |
|---|
Channel Tunnel | 0 | 0 | -1 | -1 | -3 |
|---|
Police and Crime Reduction | -8 | -7 | -7 | -12 | -59 |
|---|
Other | -6 | -6 | -5 | -6 | -7 |
|---|
Total | -58 | -37 | -41 | -151 | -190 |
|---|
- : less than £0.5 million
Re-apportionment of Expenditure in PESA 2009
In PESACRA 2009, expenditure on nuclear decommissioning was classified as identifiable to the region where nuclear facilities are located. However, as discussed in Box 6.4 it is believed that this expenditure is best captured as a non-identifiable expenditure. This has been amended and nuclear decommissioning expenditure has been apportioned on a per capita basis. Other associated nuclear expenditure has also been reapportioned on a per capita basis.
In addition to this relatively major revision, a number of smaller amendments were made.
Expenditure by the Child Support Agency has been classified as non identifiable and assigned on a population basis to Scotland. Similarly non attributable administration expenditure by the Department for Business, Enterprise and Regulatory Reduction has been classified as non identifiable and assigned to Scotland on a population basis.
PESACRA 2009 assigns no expenditure from the Export Credit Guarantee Department to Scotland. As the department covers the whole of the UK, an element of this expenditure has been assigned in Scotland in proportion to Scotland's share of UK Manufacturing GVA.
Finally, in PESACRA 2009, expenditure for the Scottish Office Pension Agency, NHS and Teacher pensions was allocated only to Scotland. In contrast, expenditure by comparable pension agencies across the rest of the UK was allocated to the residence of the recipient of the pension. To correct for this asymmetry, information from the Scottish Office Pension Agency was used to re-apportion these pension expenditures across the UK according to residence. As some elements of the pension expenditure were negative this change has resulted in a slight increase in expenditure assigned to Scotland.
Table B.4: Re-apportionment of Expenditure in PESA 2009: Scotland 2003-04 to 2007-08
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 |
|---|
Nuclear Decommissioning | -90 | -102 | -388 | -88 | -95 |
|---|
Other Nuclear Expenditure | -21 | -11 | 8 | 1 | 5 |
|---|
Child Support Agency | -17 | -17 | -27 | -34 | -40 |
|---|
Export Credit Guarantee Department | 4 | -2 | 1 | 3 | 2 |
|---|
BERR Non Attributable Administration | -7 | -12 | -34 | -7 | -6 |
|---|
Public Pensions | 7 | 7 | 9 | 8 | 5 |
|---|
Total | -123 | -136 | -430 | -116 | -128 |
|---|
Amendment to Scottish Water capital expenditure
Due to a reporting change, capital expenditure by Scottish Water in PESACRA 2008 and 2009 was revised downwards from the expenditure reported in PESACRA 2007. While the figures for 2006-07 and 2007-08 in PESACRA 2009 are accurate, the figures for earlier years are incorrect. Following a review of the actual capital expenditure undertaken by Scottish Water, GERS replaced the erroneous data in PESACRA 2009 with the correct data, entered in PESACRA 2007, for the years 2003-04 to 2005-06. These are consistent with Scottish Water's published annual accounts.
Table B.5: Amendment to Scottish Water Capital Expenditure in PESA 2008: Scotland 2003-04 to 2007-08
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 | 2007-08 |
|---|
Scottish Water capital expenditure | 192 | 361 | 120 | 0 | 0 |
|---|
Total | 192 | 361 | 120 | 0 | 0 |
|---|
Revisions to Expenditure Estimates from GERS 2006-07
Tables B.6 to B.9 set out the changes in estimates of public expenditure in Scotland and the UK between this report and GERS 2006-07. These revisions reflect changes in the underlying PESACRA data and other revisions to the GERS methodology. Revisions to public expenditure that can be traced to changes in the PESACRA database are specified separately.
Revisions to total expenditure
Table B.6 displays the difference between the estimates of total expenditure in GERS 2006-07 and those contained in Chapter 6 of this publication.
Total public sector expenditure for Scotland in 2006-07 has been revised up by £372 million (0.7 per cent of total expenditure). For the UK as a whole total expenditure has been revised down by £720 million in 2006-07 (0.1 per cent of total expenditure). The majority of these changes reflect revisions made in PESA 2009 which have a corresponding impact on the estimates in this edition of GERS.
Table B.6: Revisions to Estimates of Total Expenditure: Scotland 2003-04 to 2006-07
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 |
|---|
Scotland | | | | |
|---|
GERS 2006-07 | 41,932 | 44,073 | 46,956 | 49,895 |
|---|
GERS 2007-08 | 42,360 | 44,625 | 47,746 | 50,267 |
|---|
Revision | 428 | 552 | 790 | 372 |
|---|
Of which revisions made in PESA 2009 | 429 | 616 | 796 | 204 |
|---|
UK | | | | |
|---|
GERS 2006-07 | 438,905 | 470,553 | 499,501 | 523,723 |
|---|
GERS 2007-08 | 439,608 | 471,000 | 501,166 | 523,003 |
|---|
Revision | 703 | 447 | 1,665 | -720 |
|---|
Of which revisions made in PESA 2009 | 583 | 404 | 1,568 | -1,044 |
|---|
RatioUKScotland/ | | | | |
|---|
GERS 2006-07 | 9.6% | 9.4% | 9.4% | 9.5% |
|---|
GERS 2007-08 | 9.6% | 9.5% | 9.5% | 9.6% |
|---|
Revision | 0.1% | 0.1% | 0.1% | 0.1% |
|---|
All other revisions are net changes between GERS 2006-07 and GERS 2007-08.
Revisions to identifiable expenditure
Table B.7 summarises the effects of methodological changes and revisions to the underlying PESACRA data on the estimates of Scottish identifiable expenditure between 2003-04 and 2006-07. In 2006-07, the estimate of identifiable expenditure in Scotland has been revised up by £304 million. This revision equates to 0.7 per cent of identifiable expenditure in 2006-07.
Revisions made in PESA 2009 reflect changes made by UK Government departments in allocating spending to UK countries and regions. The reduction of £158 million is the difference between the estimate of total identifiable expenditure on services for Scotland reported in Table 9.1 in PESA 2009 and that reported in the same table in PESA 2008.
Table B.7: Revisions to Estimates of Identifiable Expenditure: Scotland 2003-04 to 2006-07
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 |
|---|
GERS 2006-07 | 36,383 | 38,024 | 40,686 | 43,134 |
|---|
GERS 2007-08 | 36,780 | 38,541 | 41,298 | 43,438 |
|---|
Revision | 397 | 517 | 612 | 304 |
|---|
Of which revisions made in PESA 2009 | 327 | 552 | 642 | 158 |
|---|
All other revisions are net changes between GERS 2006-07 and GERS 2007-08.
Revisions to non-identifiable expenditure
Table B.8 summarises the effects of methodological changes and revisions to the underlying PESA data on the estimates of Scottish non-identifiable expenditure between 2003-04 and 2006-07, the final year for which such comparisons are possible.
In total, revisions to the underlying PESA data and changes in apportionment methodologies have resulted in an upward revision of £68 million to the estimate of total non-identifiable expenditure for Scotland in 2006-07. This revision equates to 1 per cent of total non-identifiable expenditure in that year.
Table B.8: Revisions to Estimates of Total Non-Identifiable Expenditure: Scotland 2003-04 to 2006-07
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 |
|---|
GERS 2006-07 | 5,549 | 6,050 | 6,270 | 6,761 |
|---|
GERS 2007-08 | 5,579 | 6,084 | 6,448 | 6,829 |
|---|
Revision | 30 | 34 | 178 | 68 |
|---|
Of which revisions made in PESA 2009 | 102 | 64 | 155 | 46 |
|---|
All other revisions are net changes between GERS 2006-07 and GERS 2007-08.
Total Revision to expenditure (including accounting adjustment)
The overall change in Total Managed Expenditure ( TME) is highlighted below. The revision is equal to the sum of revisions to Total Expenditure on Services ( TES) and the accounting adjustment.
Table B.9: Revisions to Estimates of Total Managed Expenditure: Scotland 2003-04 to 2006-07
| (£ million) |
|---|
2003-04 | 2004-05 | 2005-06 | 2006-07 |
|---|
Total Expenditure on Services | | | | |
|---|
GERS 2006-07 | 41,932 | 44,073 | 46,956 | 49,895 |
|---|
GERS 2007-08 | 42,360 | 44,625 | 47,746 | 50,267 |
|---|
Accounting Adjustment | | | | |
|---|
GERS 2006-07 | 1,713 | 2,240 | 2,519 | 2,673 |
|---|
GERS 2007-08 | 1,868 | 2,292 | 2,486 | 2,801 |
|---|
Total Managed Expenditure | | | | |
|---|
GERS 2006-07 | 43,645 | 46,313 | 49,475 | 52,568 |
|---|
GERS 2007-08 | 44,228 | 46,917 | 50,232 | 53,068 |
|---|
Revision to Total Managed Expenditure | 583 | 604 | 757 | 500 |
|---|
Sensitivity Analysis
As the figures for public sector expenditure for Scotland contained in this report are estimates, it is important to obtain a sense of the impact on total expenditure of any possible variation in the estimates of individual expenditure components. Table B.10 illustrates the effect a 1 per cent variation in the estimate of each expenditure programme would have on overall expenditure for Scotland in 2007-08.
As the largest elements of public sector expenditure for Scotland, changes in the estimated level of social security, health and education will have the most significant impact on estimated total public sector expenditure for Scotland.
Table B.10: Effect of a 1% Change in Expenditure: Scotland 2007-08
| Impact of 1% variation |
|---|
(+/- £ million) | as % of total expenditure (+/- %) |
|---|
General public services | | |
|---|
Public and common services | 14 | ~ |
|---|
International services | 6 | ~ |
|---|
Public sector debt interest | 26 | ~ |
|---|
Defence | 28 | 0.1% |
|---|
Public order and safety | 24 | ~ |
|---|
Economic affairs | | |
|---|
Enterprise and economic development | 10 | ~ |
|---|
Science and technology | 4 | ~ |
|---|
Employment policies | 3 | ~ |
|---|
Agriculture, forestry and fisheries | 7 | ~ |
|---|
Transport | 28 | 0.1% |
|---|
Environment protection | 10 | ~ |
|---|
Housing and community amenities | 17 | ~ |
|---|
Health | 98 | 0.2% |
|---|
Recreation, culture and religion | 14 | ~ |
|---|
Education and training | 74 | 0.1% |
|---|
Social protection | 172 | 0.3% |
|---|
EU transactions | -2 | ~ |
|---|
Total | 533 | 1.0% |
|---|
- : less than £0.5 million
~ : less than 0.05%
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