India Macro Weekly: Economic health improves, international flows strong

For the week ending December 2, 2017:
  • Growth in Gross Value Added (GVA) improved to 6.1% in Q2, 2017-18, a three quarter high, on account on some pick up in industrial growth. Agriculture and services, however, showed a softening. 
  • Growth in Gross Domestic Product (GDP) commensurately improved to 6.3%, on account of some improvement in investment growth as well as a softening in trade deficit, but despite a cooling off in consumption growth.
  • Credit growth rose to a 7 month high of 5.9% for October, 2017 as the drag from industrial credit lessened and growth in credit to services stabilised. Data for the fortnight ending November 10 shows further pickup in credit growth to 8.6%.  
  • Growth in the Index of Core Industries corrected from the previous month, but still stayed relatively healthy at 4.7% in October 2017, despite a strong base.
  • On the external sector front, FDI inflows in the first half of 2017-18 came in strong, rising by 63.4%.  
  • External borrowings came in at their highest since February 2014.

GST and De-stocking: Where's the proof?

A key argument offered as an impact of GST on economic growth has been in terms of the de-stocking effect. The idea here is that as the GST was to be implemented, producers and sellers of goods decided to get rid of their excess stocks first, which were priced as per earlier tax rates, in Q1 2017-18. Only once the GST was implemented was another batch of fresh stock expected to enter the markets.
This sounds like a reasonable enough argument, and reports indicated enough anecdotal evidence in favour of it. A look of data on stocks, however, offers a distinctly different picture.
The RBI’s quarterly Order Books, Inventory, Capacity Utilisation survey released in October this year, actually shows a buildup in inventories during Q1, 207-18. The inventory to sales ratio increased to 46.7% - a number higher than that during both the previous quarter (42.4%) and the corresponding period of the previous year (45.3%). Both stocks of finished goods and raw materials contributed to this rise.
Further, new orders increased in year-on-year terms in both Q4, 2016-17 and Q1, 2017-18 by 15.7% and 11.3% respectively. This suggests that demand for goods continued to be robust, both in terms of a spillover from Q4, 2016-17 and Q1, 2017-18 as well. Average backlog orders and average pending orders also continued to shrink on a year on year basis, indicating that production continued at an even, if not accelerated, clip.
These two data sets raise the question: Was there a hit to production at all on account of GST?
It is possible that the data considered in the survey is far too small to paint a bigger picture. Even though the overall survey covers 805 manufacturing firms, comparable data for inventories is available only for 372 companies and for order books for 156 companies. Given the large informal nature of the Indian economy, it is thus likely that at least some part of the story was missed in the survey. At the same time, it would be wrong to negate the critical relevance of the data that we do have.
The upshot: While GST could have had some de-stocking impact, the extent might have been overplayed. The industrial sector has been in doldrums for a much longer time. Some softening in consumption expenditure has likely added to the woes of Indian industry. Added to this, if we consider a pickup in merchandise exports, it is likely that some demand for domestic goods could be getting substituted for by foreign goods, further reducing demand for industrial products. 

India Macro Weekly: Inflation strengthens, merchandise trade disappoints

For the fortnight ending November 18, 2017:
  • IIP growth came in at 3.8%, which represents a softening from the same month of the previous year, but is still the third consecutive month of growth on account of a broad based firming up across categories.
  • CPI inflation increased to a 7 month high of 3.6% in October 2017, on a broad based pickup in inflation components from the previous month. Notably, core inflation softened, indicating that the buildup in CPI inflation is on account of more volatile inflation components, namely, food and fuel.
  • WPI inflation levels reached 3.6% as well, exactly the same level as CPI inflation, after staying below the latter for the past four months. Food inflation has increased under WPI inflation as well, an indicator worth watching given it’s the potential for pass through to the final consumer and its significant weight in CPI.
  • On the external sector front, the Merchandise Trade report was a disappointment as exports contracted in October, while imports’ growth subsided and trade deficit hit the highest levels in almost two years.
  • The Foreign Tourists’ report continued to look robust as both foreign tourist arrivals and foreign exchange earnings continued to show strong growth.
  • In Policy,  the centre dramatically reduced rates of Goods and Services Tax (GST)  across categories. Notably, the number of goods falling under the 28% tax rate was reduced from 244 to 50. Tax reductions also took place across other tax heads. In the services category, the restaurant business saw a tax reduction.
  • In Financial Markets, oil prices rose yet again last week, inching closer to USD 60/bbl before subsiding, while India's 10 year bond yields rose to over 7% after 1 year.



India Macro Weekly: Govt. finances healthy, core activity strengthens

For the week ending November 4, 2017:
  • Central government finances showed a largely healthy picture. Receipts growth remains relatively strong in  the first half (H1) of 2017-18 at 12.2%. Expenditure is also in check, with a slowing down in growth from H1, 2016-17 to 11.8%, on account of softer revenue spending. In a positive development, capital spends showed growth acceleration.
  • Fiscal deficit as a proportion of GDP is at 7.4% up to Q1, 2017-18 on account of low GDP growth during the quarter, but a fuller picture will emerge only next quarter GDP data is out. 
  • Economic activity showed signs of strengthening as growth in Index of Core Industries (ICI) touch the highest levels in 2017-18 so far of 5.2% in September 21017. In so far as ICI is a subset of the monthly Index of Industrial Production (IIP), the latest figures bode well for the industrial sector. 
  • Industrial credit, however, still remains a cause of concern. Credit growth softened further to a four month low of 4.2% in September 2017, with the biggest drag coming from continued industrial slack. Industrial credit has now been contracting for one year running, and given that it is the largest credit component, the impact on overall credit growth is significant. This is despite robust growth in personal loans.  
  • Foreign Portfolio Inflows turned positive in October 2017 compared to the corresponding month of the previous year, coming in at USD 2.9bn.

How did demonetisation impact India?

I had delivered a talk based on the Q3, 2016-17 growth numbers to understand the impact of demonetisation on them and related questions on the drive itself. A year into the demonetisation decision, India's growth has tumbled only faster - It had come in at 6.6% in the October-December 2016 quarter, but has been at 5.6% in the two quarters that followed. While it can be argued that the real economic impact of the initiative was thus felt post Q3, 2016-17, the fact of the matter is that the impact had started becoming visible even earlier on as I argue in this post based on the talk.

Appended below is the original.

Decoding the growth mystery

India’s economic growth numbers for the October-December 2016 period have been subject to much discussion in the past days, given that they were expected to encompass the impact of the demonetisation drive that was announced on November 8, 2016. However, since the time that the numbers have been announced, the air has been rife with confusion on how good or bad they are. This post is an attempt to clear some issues:

#1. Has growth been impacted by de-monetisation? There is only one answer to that question: Yes. Initially, there were report of India’s growth numbers coming in at 7%. By the looks of it, that sounds fairly robust, especially when you compare it with forecasts that suggested that growth will be down to 6%. However, this is not the right number to look at. This is the figure for GDP at market prices, while the accurate figure to look at is Gross Value Added at basis prices, which is a change in terminology that came about with the last base (and methodology) revision and has caused much confusion since. GVA at basic prices came in at 6.6%, not nearly as robust. Further, this is the slowest growth in 7 quarters.

One way of measuring whether growth is robust or not, is to compare it to trend growth. Unfortunately, given the still limited data available on growth with respect to the 2011-12 series, making it a somewhat difficult exercise. Further, rough trend growth for the Indian economy is 7.2% based on estimates that combine trends from the old and the new series. Therefore, the latest growth numbers are down by at 0.6 percentage points from that level. If the entire decline is not explained by demonetisation, at least some part of it is.

#2. But does this mean that the forecasts were wrong? A look at the latest numbers only, seems to suggest that they were. But the fact of the matter is that, there have been revisions to numbers starting all the way to the start of 2014-15 as per the latest release. Since forecasts were based on these unrevised numbers, the results were different. If the base numbers had not been revised downwards, growth in the latest quarter would have been at 6.3%, which is almost 1 percentage point down from the trend growth rate for the economy. In fact, without the base revision this would be the first time in 7 quarters that growth is significantly below 7%. (It was at 6.9% in Q3, 2015-16 but that is close enough to 7%). The only answer to this sharp decline has to be explained by an out of the ordinary impetus, namely, demonetisation.

#3. Which segments have been clearly impacted by demonetisation? There is a clear impact on the services sector from the latest numbers. The services sector grew by 6.8%, the slowest rate in 11 quarters. The last time the sector grew by a slower rate was in Q4, 2013-14 when it increased by 5.4%. In terms of specific sub-segments within services, ‘Finance, insurance, real estate and professional services’ grew by a particularly low rate of 3.1%, the lowest growth rate seen in this sub-segment since the start of the new series growth rates in 2012-13. The fact that it accounts for almost 19% share in GVA, suggests the impact of a softening on overall growth. In fact it is instructive to look at growth from a counter-factual perspective. If the sub-segment had grown at the average rate of 9% witnessed over the past 4 quarters, the services sector during this quarter would have grown by a whole 9.1% as opposed to 6.8% now. The overall economic growth would have been 7.7% - a whole 1.1 percentage point higher than what has been seen now.

#4. Is de-monetisation the only factor playing on growth this quarter? The fact that there are counterbalancing factors at work during this quarter have kept growth relatively buoyed this quarter. These are: (i) A strong agriculture season and (ii) Festive season demand. A good southwest monsoon has meant that agriculture production has been strong for the Kharif season. This is seen in 6% growth in agriculture, which too is the highest ever witnessed as per the new series as well. In this case too, it is instructive to see how growth would have turned out if agriculture had grown at a slower rate of 4% (account for a low base effect of -2.2% growth during the corresponding quarter of the previous year), overall growth would have fallen by 40 basis points to 6.2%. Coming to the second point on festive season demand, the fact that consumer expenditure is strong during the quarter – the highest in 17 quarters to be exact, at 10.1%, the overall growth number has been significantly supported. This also ties in with strong agriculture growth, which has likely provided an impetus to the rural economy, resulting in an exceptional increase in overall growth. Further, government spending growth has also been quite strong, in fact, the highest ever at 19.9% in the new series, which explains the support to overall growth.

#5. Can we take the numbers at face value? This is the underlying question in many minds since the growth numbers have come out. How far can we believe the numbers that have been put out? We would not dismiss the numbers without doing a thorough analysis on them. Here’s why. Our own proprietary measure – the Orbis Economics Consumer Conditions Measure – which has a strong correlation with private final consumption expenditure numbers, had shown a sharp uptick in Q3, 2016-17, and therefore we are more inclined to believe the consumption numbers than not. What we would like to see more details on are the industry number for Q3, 2016-17. Industry numbers have come in at 6.6%, the fastest growth in three quarters. While part of this was expected on account of the festive season, the fact remains that industrial production still suggests weakness and with raw material or commodities’ prices inching up in the recent months, the margins have likely been squeezed. As a result it is not clear what underlying factors are at play here. We will have to wait for consolidate corporate earnings for Q3 to be made available to assess the scenario. Till such time, however, we would like to hold back speculation on the veracity of the numbers.

#5.1 A little digression: The larger question, though around numbers, is how valid they are for a long time. The last number we had for the old series was in Q2, 2014-15. Just a comparison of the two series suggested that the new series were playing up growth. Which might be right. In fact, the CSO has explained many of the changes made as well. But doubts continue to persist. And these doubts will continue until analysts looking at the economy have historical data to work with. Unfortunately, that data is available only from 2012-13 onwards even now. Second, revisions to previous data in India are almost made by stealth, finding their way into new data sets or not as and when new accounts are released. It would do a whole lot of good to have separate releases for previous data or at least announce them in the releases as is done in the case of some monthly numbers like IIP and CPI. Also, we still don’t have details of the segmental details, which would help a lot in analysis.  

#6. Does the government itself believe that demonetisation has not impacted the economy? I very much doubt that. Here we need to distinguish between political speak and actual on the ground actions. Despite a recent dig at Harvard and Oxford economists made by the PM, the Union Budget seems to reflect otherwise. In fact, let us take a step back to even before the budget, to the Economic Survey numbers. The survey had itself state that on account of the demonetisation drive, growth could slow down to 6.75-7.5%, with the lower part of the range actually being lower than the 7.1% number forecast by the CSO earlier. In fact, even 2 of the tax related policy moves by the government, namely, reduction in corporate income tax rate to 25% from 30% for companies with a turnover of up to INR 50cr as well as a reduction in personal income tax rate to 5% from 10% for the income tax slab of 250,000-500,000 is likely a tacit acknowledgement of the loss on account of demonetisation and a way of making up for it.

#7. So what is the upshot? Growth has undoubtedly weakened – and to sub-7% levels. The way to look at demonetisation’s impact is to see where growth could have been if not for demonetisation. Our analysis suggests that it would have been closer to 8% than the present 6.6%. Therefore, the analysis that the move has in fact shaved off at least percentage point from growth is not wrong. What is wrong, however, is the level growth predicted, which were based on everything else being equal and had not taken into account the spike due to seasonal demand.