| 8.3 Costs of Domestic Policy to Mitigate Carbon EmissionsParticularly important for determining the gross mitigation costs is the magnitude 
  of emissions reductions required in order to meet a given target, thus the emissions 
  baseline is a critical factor. The growth rate of CO2 depends on 
  the growth rate in GDP, the rate of decline of energy use per unit of output, 
  and the rate of decline of CO2 emissions per unit of energy use. In a multi-model comparison project that engaged more than a dozen modelling 
  teams internationally, the gross costs of complying with the Kyoto Protocol 
  were examined, using energy sector models. Carbon taxes are implemented to lower 
  emissions and the tax revenue is recycled lump sum. The magnitude of the carbon 
  tax provides a rough indication of the amount of market intervention that would 
  be needed and equates the marginal abatement cost to meet a prescribed emissions 
  target. The size of the tax required to meet a specific target will be determined 
  by the marginal source of supply (including conservation) with and without the 
  target. This in turn will depend on such factors as the size of the necessary 
  emissions reductions, assumptions about the cost and availability of carbon-based 
  and carbon-free technologies, the fossil fuel resource base, and short- and 
  long-term price elasticities. With no international emission trading, the carbon taxes necessary to meet 
  the Kyoto restrictions in 2010 vary a lot among the models. Note from Table 
  TS.416 
  that for the USA they are calculated to be in the range US$76 to US$322, for 
  OECD Europe between US$20 and US$665, for Japan between US$97 and US$645, and 
  finally for the rest of OECD (CANZ) between US$46 and US$425. All numbers are 
  reported in 1990 dollars. Marginal abatement costs are in the range of US$20- 
  US$135/tC if international trading is allowed. These models do not generally 
  include no regrets measures or take account of the mitigation potential of CO2 
  sinks and of greenhouse gases other than CO2. However, there is no strict correlation between the level of the carbon tax 
  and GDP variation and welfare because of the influence of the country specifics 
  (countries with a low share of fossil energy in their final consumption suffer 
  less than others for the same level of carbon tax) and because of the content 
  of the policies. The above studies assume, to allow an easy comparison across countries, that 
  the revenues from carbon taxes (or auctioned emissions permits) are recycled 
  in a lump-sum fashion to the economy. The net social cost resulting from a given 
  marginal cost of emissions constraint can be reduced if the revenues are targetted 
  to finance cuts in the marginal rates of pre-existing distortionary taxes, such 
  as income, payroll, and sales taxes. While recycling revenues in a lump-sum 
  fashion confers no efficiency benefit, recycling through marginal rate cuts 
  helps avoid some of the efficiency costs or dead-weight loss of existing taxes. 
  This raises the possibility that revenue-neutral carbon taxes might offer a 
  double dividend by (1) improving the environment and (2) reducing the costs 
  of the tax system. 
 
 
   
    | Table TS.4: Energy Modelling Forum main results. 
      Marginal abatement costs (in 1990 US$/tC; 2010 Kyoto target) |   
    |  |   
    | Model | No trading | Annex I trading  | Global trading  |   
    | US | OECD-E | Japan | CANZ |   
    |  |   
    | ABARE-GTM | 322 | 665 | 645 | 425 | 106 | 23 |   
    | AIM | 153 | 198 | 234 | 147 | 65 | 38 |   
    | CETA | 168 |  |  |  | 46 | 26 |   
    | Fund |  |  |  |  | 14 | 10 |   
    | G-Cubed | 76 | 227 | 97 | 157 | 53 | 20 |   
    | GRAPE |  | 204 | 304 |  | 70 | 44 |   
    | MERGE3 | 264 | 218 | 500 | 250 | 135 | 86 |   
    | MIT-EPPA | 193 | 276 | 501 | 247 | 76 |  |   
    | MS-MRT | 236 | 179 | 402 | 213 | 77 | 27 |   
    | Oxford | 410 | 966 | 1074 |  | 224 | 123 |   
    | RICE | 132 | 159 | 251 | 145 | 62 | 18 |   
    | SGM | 188 | 407 | 357 | 201 | 84 | 22 |   
    | WorldScan | 85 | 20 | 122 | 46 | 20 | 5 |   
    | Administration | 154 |  |  |  | 43 | 18 |   
    | EIA | 251 |  |  |  | 110 | 57 |   
    | POLES | 135.8 | 135.3 | 194.6 | 131.4 | 52.9 | 18.4 |   
    |  |   
    
   
 One can distinguish a weak and a strong form of the double dividend. The weak 
  form asserts that the costs of a given revenue-neutral environmental reform, 
  when revenues are devoted to cuts in marginal rates of prior distortionary taxes, 
  are reduced relative to the costs when revenues are returned in lump-sum fashion 
  to households or firms. The strong form of the double-dividend assertion is 
  that the costs of the revenue-neutral environmental tax reform are zero or negative. 
  While the weak form of the double-dividend claim receives virtually universal 
  support, the strong form of the double dividend assertion is controversial.
 Where to recycle revenues from carbon taxes or auctioned permits depends upon 
  the country specifics. Simulation results show that in economies that are especially 
  inefficient or distorted along non-environmental lines, the revenue-recycling 
  effect can indeed be strong enough to outweigh the primary cost and tax-interaction 
  effect so that the strong double dividend may materialize. Thus, in several 
  studies involving European economies, where tax systems may be highly distorted 
  in terms of the relative taxation of labour, the strong double dividend can 
  be obtained, in any case more frequently than in other recycling options. In 
  contrast, most studies of carbon taxes or permits policies in the USA demonstrate 
  that recycling through lower labour taxation is less efficient than through 
  capital taxation; but they generally do not find a strong double dividend. Another 
  conclusion is that even in cases of no strong double-dividend effect, one fares 
  considerably better with a revenue-recycling policy in which revenues are used 
  to cut marginal rates of prior taxes, than with a non-revenue recycling policy, 
  like for example grandfathered quotas. 
 In all countries where CO2 taxes have been introduced, some sectors 
  have been exempted by the tax, or the tax is differentiated across sectors. 
  Most studies conclude that tax exemptions raise economic costs relative to a 
  policy involving uniform taxes. However, results differ in the magnitude of 
  the costs of exemptions.
 
  8.4 Distributional Effects of Carbon TaxesAs well as the total costs, the distribution of the costs is important for 
  the overall evaluation of climate policies. A policy that leads to an efficiency 
  gain may not be welfare improving overall if some people are in a worse position 
  than before, and vice versa. Notably, if there is a wish to reduce the income 
  differences in the society, the effect on the income distribution should be 
  taken into account in the assessment. The distributional effects of a carbon tax appear to be regressive unless the 
  tax revenues are used either directly or indirectly in favour of the low-income 
  groups. Recycling the tax revenue by reducing the labour tax may have more attractive 
  distributional consequences than a lump-sum recycling, in which the recycled 
  revenue is directed to both wage earners and capital owners. Reduced taxation 
  of labour results in increased wages and favours those who earn their income 
  mainly from labour. However, the poorest groups in the society may not even 
  earn any income from labour. In this regard, reducing labour taxes may not always 
  be superior to recycling schemes that distribute to all groups of a society 
  and might reduce the regressive character of carbon taxes. |