India had a dream run of five years during 2003-08 as the GDP growth averaged nearly 9 per cent annually for five years, the best ever run over five years!
The economy began to slow down from the middle of 2007-08. A 9 per cent growth apparently could not be sustained, being clearly beyond India's potential rate of growth which has been estimated by more than one agency to be around 8.5 per cent. And as the economy overheated, the central bank tightened credit slowly initially but harder since 2006-07. As an expected outcome, the economy began to slow down.ICRIER has been forecasting India's GDP growth rate with the use of 'Leading Indicators'.
Leading economic indicators are variables that are considered to have significant influence on the future level of economic activity in the country. These indicators give advance signals about the likely growth rate and in this case we are able to use this to forecast GDP growth five quarters ahead of the value of leading indicators. The predictive quality of LEIs has earned them their name of being 'leading' indicators. It had predicted a growth of GDP at 9.2 per cent for 2007-08 in November 2007, while most agencies had predicted a lower growth rate of 8.5 per cent or below that year, as against the actual growth rate of 9 per cent. Then again, ICRIER was first in predicting a growth rate (before the crisis erupted) of 7.8 per cent for 2008-09 in July this year, an estimate that thereafter was adopted by others, including both the RBI and the finance minister.For constructing the leading indicators index, the following ten indicators have been used: (i) production of machinery and equipment, (ii) sales of heavy commercial vehicles, (iii) non-food credit, (iv) railway freight traffic, (v) cement sales, (vi) sales of the corporate sector, (vii) fuel and metal prices, (viii) real rate of interest, (ix) BSE Sensex and (x) GDP growth rates of the US and Europe.
A composite index for the leading economic indicators has been constructed for the period 1997-2008 with the quarterly series of growth of these variables (except for the real rate of interest where the level, and not the growth, has been used) using the 'principal component index' (PCI) method.
Leading indicators could predict future growth based on what has already happened in the past but cannot capture the impact of sudden external shocks which may have an immediate impact on the economy.
Examples of such shocks in the past are the IT boom bursting in 2000-01 (Q3 2000-01 to Q2 2001-02), crop failure in 2002-03 (Q2 to Q4 2002-03) and the recent US financial meltdown (starting with Q3 2008-09 and say, up to Q2 2009-10).The leading economic indicator index (LEI) with a 5-quarter lag and the shock represented by a dummy variable (equal to 1 with shock and 0 without) are used to forecast India's future GDP growth.
The growth equation builds in the previous shocks of the dotcom bust and the agricultural failure and its estimates track the actual GDP performance very closely as shown in the chart below. For projecting the GDP growth for 2008-09 and the next year, the LEI index incorporates the current expected shock of the global financial meltdown.The estimated equation for GDP growth forecast is satisfactory with adjusted R-square value of 0.58 and t-values for the regression co-efficients of 3.24 for LEI (-5) and -5.95 for the shock variable, which are significant at 99 per cent level.
The GDP forecast for 2008-09 and for the first half of 2009-10 is tabulated (see chart), alternatively with the shock and without the shock.
| GDP Forecast for 2008-09 and H1 2009-10 | ||
| No Shock | With Shock | |
| 2008-09 | 7.5 | 5.8 |
| H1 2009-10 | 6.8 | 3.9 |
As the chart shows, India would have grown 7.5 per cent this year (a slowdown from 9 per cent in 2007-08), had the global crisis not occurred.
The global crisis is likely to bring India's growth rate to below 6 per cent in 2008-09. With the first half GDP growth rate already known, this implies a sharp slowdown in the next two quarters.
In the first half of next year, the economy would have grown below 7 per cent in the absence of the external crisis. The global crisis may reduce Indian growth rate to as low as less than 4 per cent in 2009-10.
(However, we have not calibrated the intensity of the different shocks and the impact on growth is treated similar far all shocks. If the current shock is more serious than the previous ones, the growth may fall even further.)
The implications are significant. For starters, the Eleventh Five Year Plan targets should be recalibrated immediately if that exercise is to remain credible.
We should prepare the people for slowdown in employment generation and plan for counter cyclical measures urgently.
This should imply an immediate reduction in interest rates to bring down the cost of capital and a quick and thorough review of government procedures that vitiate the investment environment and hike up transactions costs.
Rather than throw more money at the problem, it is important to identify infrastructure projects like the highway programme where some additional resources but a lot of attention to implementation and execution can generate additional capacities and help raise growth. But some counter cyclical fiscal measures will surely have to be taken.
Perhaps one to be considered seriously is a cut in the central excise duties, as this will lower prices and bring forth new demand. This will give greater strength to finance minister's demand for industrialists to reduce prices.
Policy makers have to deploy all tools at their command to boost business sentiment and consumer confidence which are both badly shaken. It is an extraordinary situation seeking extraordinary measures.
Additional reporting by M Joseph and K Singh
The authors are Director & Chief Executive, Senior Consultant and Consultant at ICRIER, respectively. The views expressed here are personal and not necessarily those of the organisation where they work.