Is China's Growth Overstated? Don't Rely on Lower Tax Revenue Growth as Evidence

Nicholas R. Lardy (PIIE) and Tianlei Huang (PIIE)



China’s stellar economic expansion since 1978 has no doubt run into some problems recently, and some critics have argued for years that its growth has been overstated. The basis of the criticism ranges from charges of outright data falsification to accusations that price deflators used to account for inflation are flawed. A new analysis of the accuracy of GDP statistics emphasizes a third factor: overreporting by local officials. This last theory is bolstered by expert agreement that local officials, whose careers are on the line if they fail to meet growth and investment targets, have an incentive to exaggerate their performance.

The paper, published by the Brookings Institution, concludes that official data exaggerate the growth of value added in industry, domestic commerce, and construction, overstating GDP growth in 2010–16 by 1.8 percentage points per year.[1] Since 2010 the average annual growth rate of the industrial value-added tax (VAT) revenues collected by the State Administration of Taxation is 3.7 percentage points below the growth rate of industrial value added reported by separate statistical authorities, a point of evidence that the paper's argument relies upon (see figure below).[2] The authors explicitly accept the tax data as accurate and assert that the official data exaggerate the growth of value added in the three sectors.

Growth in Value-Added Tax Revenues and Industrial Value-Added

The trouble with comparing growth rates of VAT revenues and industrial value added

But using VAT data may be unreliable, as David Dollar points out in the comment section of the Brookings paper, because VAT in the industrial sector is not levied on exports produced with imported components in certain export processing regions, notably Shenzhen. Dollar also cites such irregularities as the fact that local authorities periodically grant tax holidays to troubled local industrial enterprises. The Ministry of Finance and the State Administration of Taxation outlawed this practice in 2009, but other evidence suggests that local authorities continued to grant VAT exemptions and deductions.[3]

The most important reason to doubt the accuracy of growth estimates based on industrial VAT revenue growth is that the method for calculating the VAT was adjusted in 2009 in order to allow firms to reduce their tax burden by deducting the VAT embedded in their purchases of certain investment goods (i.e. machinery and equipment) from the VAT payable. This reform, intended to ease the cost of capital acquisition in underperforming regions, was first introduced on a trial basis in 2004 and later expanded by the Ministry of Finance in 2007 and applied to all industrial sectors and all provinces in 2009.

The table below shows a 14 percent growth in investment in machinery and equipment, contrasted with 9 percent growth of industrial value added. [4] If firms were able to deduct the VAT embedded in this investment, these deductions would also have grown at 14 percent a year and would have pushed the growth of the VAT collected by the tax authorities (the hypothetical value in column 4) below the growth of industrial value added.

Alternative calculation of growth gap between VAT and industrial value added assumes VAT deductions
  Input Value added tax Output
  FAI in machinery and equipment Embedded (allowed deduction) Collected
Hypothetical revenue Industrial value added
  renminbi 100 million
2009 33,205 4,825 14,699 19,524 135,240
2010 40,421 5,873 16,350 22,223 160,722
2011 51,055 7,418 18,425 25,843 193,400
2012 60,045 8,724 20,114 28,838 208,906
2013 70,381 10,226 20,848 31,074 222,337
2014 76,276 11,083 21,451 32,534 233,856
2015 82,518 11,990 21,198 33,188 236,506
2016 82,923 12,049 21,083 33,132 247,878
Average annual growth (2010–16), percent 14.0 14.0 5.3 7.8 9.0
FAI = fixed asset investment; VAT = value-added tax
Sources: National Bureau of Statistics, State Taxation Administration, and authors' calculations.

If companies deduct VAT embedded in certain investments, then the gap between VAT revenue and industrial value-added growth rates widens

The authors’ approach is to assume that the 3.7 percentage point gap between the growth of industrial value added and VAT revenues results from data manipulation by local authorities. Alternatively, assume that firms were able to deduct the VAT embedded in their investments in machinery and equipment, shown in column 2.[5] Then we can calculate that the growth of hypothetical VAT revenues (the sum of VAT collected plus VAT deductions) would have grown at 7.8 percent, or only 1.2 percentage points less than the officially reported growth rate of industrial value added. Thus, the authors’ approach may overstate the exaggeration in official data on industrial growth by a factor of 3 (=3.7/1.2). Since the authors estimate that about 60 percent of their estimate of the overstatement of GDP growth originates in industry, taking the deductibility of VAT embedded in purchases of machinery and equipment into account reduces the authors’ estimate of the annual overstatement of GDP growth from 1.8 percentage points down to 1 percentage point.

As is well known, data on fixed asset investment (FAI) overstates fixed capital formation in China. The two measures were close before 2004, but the gap widened fast after 2004.[6] Beginning in 2017 the authorities’ crackdown on false reporting of FAI led the expansion of FAI falling below the growth of capital formation. One motivation may have been to reduce tax evasion inherent in an overstatement of investment expenditure on machinery and equipment.

The growth of VAT collected may therefore not be a good proxy for the pace of expansion of value added. China’s statistics may overstate growth, but the discrepancy between the growth of VAT revenues and value added provides inconclusive evidence.


1. The authors also use a statistical model to estimate China’s GDP growth. For the years 2009–13, when data are available for all the variables used, the model tracks China’s official data quite closely. Extending the analysis through 2016 but dropping two variables for which data are not available for later years, they estimate that official data overstate China’s growth by 0.6 percent.

2. According to the authors, the exaggerated growth of value added in industry, commerce, and construction account for 61 percent, 22 percent, and 17 percent, respectively, of the 1.8 percentage points of overstated GDP growth. This blog post focuses on the industrial sector, the main source of overstatement of GDP growth according to the authors.

3. See Nicholas R. Lardy, The State Strikes Back: The End of Economic Reform in China?(Washington: Peterson Institute), especially table 2.1.

4. Both calculated in nominal terms.

5. The authors of the Brookings paper assert, incorrectly we believe, that reported investment in machinery and equipment includes some items that are not eligible for VAT deduction.

6. Fang Liu, Jun Zhang, and Tian Zhu, “How much can we trust China’s investment statistics?” Journal of Chinese Economic and Business Studies, Vol. 14, No. 3, 2016, p. 219.

More From

More on This Topic

Related Topics