CORTAX

Corporate Tax Model
Fact Sheet

Source: Commission modelling inventory and knowledge management system (MIDAS)

Date of Report Generation: Mon Apr 22 2024

Dissemination: Public

© European Union, 2024

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Overview

Acronym

CORTAX

Full title

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.

Summary

CORTAX is a macro-economic model designed to evaluate the economic implications of unilateral and multilateral corporate tax policies as well as the harmonization of these policies. It includes 27 countries of the European Union, plus the UK, the US and Japan. Countries are linked to each other via trade in goods markets, international capital markets and multinational firms.

It is a computable general equilibrium (CGE) model that captures the behaviour of households, firms and the government sector. All countries have the same functional form structure in terms of consumption, savings, production and public finances, but the data are country-specific. Firms are divided into three categories: domestic firms, multinationals headquarters and multinational subsidiaries. Multinationals and domestic firms differ to the extent that the former optimise profits globally and are engaged in profit shifting activities across borders. However, domestic firms pay their corporate taxes in their country of residence according to the revenues generated in that particular country. The effects of reforms can be expressed as changes in GDP, household consumption, business investment and fiscal revenue. It is coded in GAMS software. The model was originally built at CPB Netherlands, and was inspired by the OECDTAX model (Sørensen).

CORTAX has been used for policy formulation for corporate tax policies, in particular the Impact Assessment for the Common Corporate Tax Base (CCCTB) and the Common Consolidated Corporate Tax Base (CCCTB).

Model categories

Economy

Model keywords

Computable General Equilibrium (CGE) ModelCorporate Tax

Model homepage

Ownership and Licence

Ownership

Co-ownership (EU & third parties)

Ownership details

Licence type

Free Software licence

The license grants freedom to run the programme for any purpose; freedom to run the program for any purpose; freedom to study (by accessing the source code) how the program works, and change it so it does enable computing; freedom to redistribute copies; and freedom to distribute copies of modified versions to others.

Details

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.

Input and parametrization

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)

Main output

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.

Spatial & Temporal extent

The output has the following spatial-temporal resolution and extent:

ParameterDescription
Spatial extent / country coverageEU Member states 27United StatesJapan
Notional tax haven country
Spatial resolutionNational
Temporal extentLong-term (more than 15 years)
Temporal resolutionYears

Quality & Transparency

Quality

Model uncertainties

Models are by definition affected by uncertainties (in input data, input parameters, scenario definitions, etc.). Have the model uncertainties been quantified? 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.)

    Sensitivity analysis

    Sensitivity analysis helps identifying the uncertain inputs mostly responsible for the uncertainty in the model responses. 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).

      Have model results been published in peer-reviewed articles?

      yes

        Has the model formally undergone scientific review by a panel of international experts?

        Please note that this does not refer to the cases when model results were validated by stakeholders.

        no

          Model validation

          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.

            Transparency

            To what extent do input data come from publicly available sources?

            This may include sources accessible upon subscription and/or payment

            Based on both publicly available and restricted-access sources

            Is the full model database as such available to external users?

            Whether or not it implies a specific procedure or a fee

            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?

              Note this excludes IA reports.

              yes

              For details please refer to the 'peer review for model validation' documents in the bibliographic references

              Have output datasets been made publicly available?

              Note this could also imply a specific procedure or a fee.

              no

                Is there any user friendly interface presenting model results that is accessible to the public?

                For instance: Dashboard, interactive interfaces...

                no

                  Has the model been documented in a publicly available dedicated report or a manual?

                  Note this excludes IA reports.

                  yes

                  Is there a dedicated public website where information about the model is provided?

                  no

                    Is the model code open-source?

                    no

                    Can the code be accessed upon request?

                    no

                    The model’s policy relevance and intended role in the policy cycle

                    The model is designed to contribute to the following policy areas

                    • Economy, finance and the euro
                    • Taxation

                    The model is designed to contribute to the following phases of the policy cycle

                    • Formulation – such as ex-ante Impact Assessments

                    The model’s potential

                    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.

                    Previous use of the model in ex-ante impact assessments of the European Commission

                    Use of the model in ex-ante impact assessments since July 2017.

                    2023
                    SWD/2023/302 final

                    Impact Assessment accompanying the document Proposal for a Council Directive establishing a Head Office Tax system for micro, small and medium sized enterprises, and amending Directive 2011/16/EU

                    Lead by
                    TAXUD
                    Run by
                    European Commission
                    Contribution role
                    baseline and assessment of policy options
                    Contribution details

                    The model helped to assess the following impacts:

                    • Investment cycle
                    • Investment flows & trade in services
                    • Cost of doing business
                    • Free movement of goods, services, capital and workers
                    • Budgetary consequences for public authorities
                    • Economic growth and employment
                    • Wages, labour costs or wage setting mechanisms
                    • Operation and competitiveness of SMEs and micro SMEs
                    • Investments and functioning of markets

                    2023
                    SWD/2023/216 final

                    Impact Assessment New EU system for the avoidance of double taxation and prevention of tax abuse in the field of withholding taxes (WHT) Accompanying the document Proposal for a Council Directive on Faster and Safer Relief of Excess Withholding Taxes

                    Lead by
                    TAXUD
                    Run by
                    European Commission
                    Contribution role
                    baseline and assessment of policy options
                    Contribution details

                    The model helped to assess the following impacts:

                    • Business access to finance
                    • Investment cycle
                    • Free movement of goods, services, capital and workers
                    • Cost of doing business
                    • Investment flows & trade in services
                    • Wages, labour costs or wage setting mechanisms
                    • Economic growth and employment
                    • Indirect effects on employment levels
                    • Investments and functioning of markets

                    2022
                    SWD/2022/145 final/2

                    Impact Assessment accompanying the document Proposal for a Council Directive on laying down rules on a debt-equity bias reduction allowance and on limiting the deductibility of interest for corporate income tax purposes

                    Lead by
                    TAXUD
                    Run by
                    European Commission
                    Contribution role
                    baseline and assessment of policy options
                    Contribution details

                    The model helped to assess the following impacts:

                    • Investment cycle
                    • Budgetary consequences for public authorities
                    • Economic growth and employment
                    • Investments and functioning of markets
                    • Impact on jobs
                    • Wages, labour costs or wage setting mechanisms

                    2018
                    SWD/2018/081 final

                    Impact assessment accompanying the document Proposal for a Council Directive: laying down rules relating to the corporate taxation of a significant digital presence and; Proposal for a Council Directive on: the common system of a digital services tax on revenues resulting from the provision of certain digital services

                    Lead by
                    TAXUD
                    Run by
                    European Commission
                    Contribution role
                    baseline and assessment of policy options
                    Contribution details

                    The model helped to assess the following impacts:

                    • Adjustment, compliance or transaction costs
                    • Affects on individual Member States
                    • Information obligations placed on businesses
                    • Investment flows & trade in services
                    • Cost of doing business
                    • Budgetary consequences for public authorities
                    • Economic growth and employment
                    • Investments and functioning of markets
                    • Indirect effects on employment levels

                    Bibliographic references

                    Studies that uses the model or its results

                    The economic consequences of corporate tax rates reductions in the EU: Evidence using a computable general equilibrium model 

                    Published in 2018
                    Álvarez-Martínez, M. T., Barrios, S., d’ Andria, D., Gesualdo, M., Pontikakis, D., & Pycroft, J. (2018). The economic consequences of corporate tax rates reductions in the EU: Evidence using a computable general equilibrium model. The World Economy. doi:10.1111/twec.12703

                    Modelling corporate tax reform in the EU: New simulations with the CORTAX model JRC Working Papers on Taxation and Structural Reforms No 8/2016

                    Published in 2016
                    Alvarez Martinez M; Barrios S; D`andria D; Gesualdo M; Pontikakis D; Pycroft J. Modelling corporate tax reform in the EU: New simulations with the CORTAX model JRC Working Papers on Taxation and Structural Reforms No 8/2016. European Commission; 2016. JRC104678

                    Peer review for model validation

                    The economic consequences of corporate tax rates reductions in the EU: Evidence using a computable general equilibrium model 

                    Published in 2018
                    Álvarez-Martínez, M. T., Barrios, S., d’ Andria, D., Gesualdo, M., Pontikakis, D., & Pycroft, J. (2018). The economic consequences of corporate tax rates reductions in the EU: Evidence using a computable general equilibrium model. The World Economy. doi:10.1111/twec.12703

                    Corporate Tax Consolidation and Enhanced Cooperation in the European Union* 

                    Published in 2010
                    Bettendorf, Leon; Van Der Horst, Albert. Corporate Tax Consolidation and Enhanced Cooperation in the European Union*; Fiscal Studies. doi: 10.1111/j.1475-5890.2010.00121.x

                    Corporate tax harmonization in the EU 

                    Published in 2010
                    Leon Bettendorf, Michael P. Devereux, Albert Van Der Horst, Simon Loretz, Ruud A. de Mooi. jCorporate tax harmonization in the EU; Economic Policy, Volume 25, Issue 63, 1 July 2010, Pages 537–590, doi: 10.1111/j.1468-0327.2010.00248.x

                    Corporate Tax Policy and Unemployment in Europe: An Applied General Equilibrium Analysis 

                    Published in 2009
                    Bettendorf Leon, Horst Albert van der. Corporate Tax Policy and Unemployment in Europe: An Applied General Equilibrium Analysis; World Economy. doi: 10.1111/j.1467-9701.2009.01211.x

                    Model documentation

                    CORTAX 2019 Updated calibration and baseline results - JRC Working Papers on Taxation and Structural Reforms No 07/2023

                    Published in 2023
                    Bratta, B., Pycroft, J. and Stoehlker, D., CORTAX 2019 Updated calibration and baseline results - JRC Working Papers on Taxation and Structural Reforms No 07/2023, European Commission, 2023, JRC134161.

                    A New Calibration for CORTAX: A computable general equilibrium model for simulating corporate tax reforms JRC Working Papers on Taxation and Structural Reforms No 9/2016

                    Published in 2016
                    Alvarez Martinez M; Barrios S; Bettendorf L; Gesualdo M; D`andria D; Loretz S; Pontikakis D; Pycroft J. A New Calibration for CORTAX: A computable general equilibrium model for simulating corporate tax reforms JRC Working Papers on Taxation and Structural Reforms No 9/2016. European Commission; 2016. JRC104930

                    Other related documents

                    No references in this category