Annex 4 analytical methods

model description

general description

acronym
CORTAX
name
Corporate Tax Model
main purpose
A macro-economic model designed to simulate corporate tax policies, providing the effects for key macroeconomic variables for EU Member States, the UK, the US and Japan.
homepage

Developer and its nature

ownership
Co-ownership (EU & third parties)
ownership additional info
is the model code open-source?
NO

Model structure and approach with any key assumptions, limitations and simplifications

details on model structure and approach

The CORTAX model is a multi-country computable general equilibrium model designed for the EU-27 to evaluate the economic effects of corporate tax reforms. The general equilibrium framework captures the optimal behaviour of all agents in the economy, specifically households, firms and government; and offers an economy-wide analysis of policy proposals. In the model, each country is assumed to have the same theoretical setting in terms of consumption, savings, production and public finances, although data accommodate country-specific features of the economy and the tax system. Besides the EU, the model includes the U.K., U.S., Japan and a tax haven. Countries are linked to each other via international trade in goods markets, international goods markets and investment by multinationals.

CORTAX features three categories of firms: multinationals headquarters, their subsidiaries located abroad and domestic firms. Each country has one representative domestic firm, one multinational headquarter and several subsidiaries, which are owned by headquarters in every other country. Each firm maximizes its value, equal to the net present value of all future cash flows, subject to the possibilities of the production function and accumulation constraints on physical capital and fiscal depreciation. The production function is a Cobb Douglas combination of the fixed factor and the value added, which, in turn, is a CES aggregate of labour and capital. Labour is immobile across borders and wages are determined on national labour markets. Capital is assumed to be perfectly mobile internationally so that the return to capital (after corporate taxes) is given for each country on the world capital market. The fixed factor is location-specific (e.g. land) and supplied inelastically. The income from the fixed factor reflects an economic rent.

Multinationals and domestic firms differ to the extent that the former optimise profits globally and are engaged in profit shifting activities across borders, via transfer pricing. Domestic firms only produce and pay their corporate taxes in their country of residence according to the revenues generated in the country only. Both domestic and multinational firms shift profits to tax haven to reduce their tax burden. Multinationals decide about the location of investment across subsidiaries. The size of the subsidiary in each country is determined by data on bilateral foreign direct investment (FDI) stocks.

The model allows the parent company to charge a transfer price for intra-firm deliveries of a homogenous good to the foreign subsidiaries that deviates from the equivalent price that would be charged if it had been an inter-firm transaction (the ‘arms-length’ price). Specifically, there is an incentive in place to set an artificially low (high) transfer price for supplies to subsidiaries in countries that feature a lower (higher) statutory corporate tax rate. In this way, the multinational shifts profits from high- to low-tax countries, thereby reducing its overall tax liability. The benefits from profit shifting thus rise linearly in the tax difference between countries. In order to ensure an interior solution, a convex cost function is specified to describe the organisational costs associated with the manipulation of transfer prices and that make profit shifting increasingly costly at the margin.

For domestic firms, practices of profit shifting are captured through the inclusion of a tax haven. The tax haven is modelled by setting an artificially low CIT rate and profit shifting depends on the difference between the statutory CIT rate in the country and the artificial rate. Also multinationals engage in this practise. The extent to which profit shifting to tax haven occurs is parameterised in line with the literature, in particular the elasticity estimates of a meta-regression study (Heckemeyer & Overesch, 2013). Multinational firms are considerably more able to take advantage of tax haven than domestic firms. Therefore firms in the model know that not all of their CIT tax base will be subject to statutory tax rate, meaning that their effective statutory tax rate is reduced.

Households are modelled in a two-generations overlapping framework with young and old. Households maximise their intra-temporal utility function subject to a budget constraint, where net savings from young workers (wages, current transfers and negative consumption) are equal to negative value of net savings from old households. Households' savings are allocated to bonds and stocks, which are imperfect substitutes and have different rates of return. The returns to assets are determined on world markets and are assumed to be the same irrespective of the residence of their owner. Total bond and stock holdings are derived from the maximisation of total assets CES combination of bonds and equities subject to their total value. The effects on welfare are calculated using the compensating variation, computed as the difference in transfers received by young households required to compensate the change in utility.

Government keeps the budget balanced with consumption and public debt as fixed shares of GDP. Tax revenues and/or transfer payments adjust to keep a constant public budget. The taxes included in CORTAX are indirect taxes consumption and direct taxes on income from corporate and labour, dividends, capital gains and interest. The expenditure side features government consumption, interest payments on public debt and lump-sum transfers.

model inputs

Extracts from many databases are required:

  • FDI, employment (Eurostat)
  • National accounts, tax revenues (Ameco, OECD)
  • Population and labour force (United Nations)
  • Government debt (Ameco)
  • Labour force statistics (Eurostat, OECD, World Input-Output Database)
  • Purchasing power parity exchange rates (IMF)
  • Implicit tax rates on consumption (Eurostat)
  • Implicit tax rate on labour (calculated using EUROMOD)
  • Statutory corporate tax rates (ZEW)
  • Tax rates on dividends, interest and capital gains (ZEW)
  • Firm-level balance sheet and ownership structure (Orbis from Bureau Van Dijk)
  • Depreciation rules (ZEW)
model outputs

The key outputs produced by the model are:

  • GDP
  • Consumption
  • Welfare
  • Tax revenues
  • Investment
  • Cost of capital
  • Wages
  • Employment

Additional information:

CORTAX provides economic responses to simulated changes in corporate tax systems, such as changing the tax bases or tax rates, either unilaterally or with an EU-wide harmonisation. Results can present a firm dimension: multinational headquarter, subsidiary and domestic firm. Welfare is measured as compensating variation. It is equal to the transfer that should be provided to households to maintain their utility at the pre-reform level. A positive compensating variation implies a welfare loss.

Intended field of application

policy role

JRC offers modelling support to Commission for the Action Plan on Corporate Taxation (including the CCCTB) and OECD BEPS discussions. The CORTAX computable general equilibrium model is used to evaluate the macroeconomic and welfare effects of 

  • the Common Consolidated Corporate Tax Base policy proposal 
  • impact of anti-avoidance rules, earning stripping rules and controlled-Foreign corporation rules and loss-carry-forward rules, 
  • measures addressing the debt bias considering alternative policy proposals (including CBIT, ACE, ACC and COCA) 
  • policy reforms related to R&D and intangibles.

CORTAX is used to simulate options for corporate tax policy, such as the common corporate tax base (CCTB), the common consolidated corporate tax base (CCCTB) and addressing the "debt-bias" often present in corporate tax systems.

policy areas
  • Economy, finance and the euro 
  • Taxation 

Model transparency and quality assurance

Are uncertainties accounted for in your simulations?
NOT_APPLICABLE - It would be unusual to include uncertainty in a deterministic model of this kind. (Extensive sensitivity analysis has been done, see next.)
Has the model undergone sensitivity analysis?
YES - For example, in the report for the Common Consolidated Corporate Tax Base (CCCTB) Impact Assessment, many dozens of sensitivity runs are reported (Álvarez-Martinez et al., 2016).
Has the model been published in peer review articles?
YES
Has the model formally undergone scientific review by a panel of international experts?
NO
Has model validation been done? Have model predictions been confronted with observed data (ex-post)?
NOT_APPLICABLE - As of yet, our simulations are for policies that have not yet been implemented.
To what extent do input data come from publicly available sources?
Based on both publicly available and restricted-access sources
Is the full model database as such available to external users?
NO - All data sources are publicly available, though Orbis data (firm-level micro-data) is proprietary.
Have model results been presented in publicly available reports?
YES
Have output datasets been made publicly available?
NO
Is there any user friendly interface presenting model results that is accessible to the public?
NO
Has the model been documented in a publicly available dedicated report or a manual?
YES

Intellectual property rights

Licence type
Free Software licence

application to the impact assessment

Please note that in the annex 4 of the impact assessment report, the general description of the model (available in MIDAS) has to be complemented with the specific information on how the model has been applied in the impact assessment.

See Better Regulation Toolbox, tool #11 Format of the impact assessment report).