Sunil Kumar and Jai Chander*
Inflation Indexed Bonds (IIBs) could be very useful from the public policy perspective. This
instrument has become increasingly popular across countries including emerging market and
developing economies. The Government of India has also recently began issuing IIBs as part of
the debt management strategy. In this paper, we have tried to examine the potential benefits of
IIBs to the public policy in India from three perspectives, viz., public debt management, monetary
policy, and external sector management. From the public debt management perspective, we find
that IIBs could benefit Government in terms of cost savings at least to the extent of inflation
uncertainty premium. Further, as interest payouts on these bonds are linked to actual inflation
and so are largely the tax collections, IIBs reduce the mismatch between these two cash flows
that arises due to inflation. We find that inflation has significant impact on tax collections as
OLS estimation suggests almost one-to-one retationship which is statistically significant. From
monetary policy perspective, it has been widely articulated that IIBs for a critical amount in the
Government’s debt portfolio may improve public policy’s credibility towards price stability,
besides providing information about inflationary expectations. With regard to external sector
management, we find that higher inflation causes higher gold imports. As IIBs would provide
an alternative asset for inflation hedging, it is suggested that regular issuance of this instrument
as part of the debt management strategy may dissuade investors from investing in gold for
inflation protection which, in turn, may curtail gold imports.
JEL Classification : H63, E31, E43.
Keywords : Inflation Indexed Bonds, Public Debt Management, Vector Autoregression.
Fiscal policy determines the level of debt to be raised by public
debt managers from the market to finance the fiscal deficit during a
year. Subsequently, the public debt manager, following the broad
objectives of cost minimisation over medium to long run subject to
prudent risk level, decides about the debt instruments to be used keeping
in view the extant as well as anticipated conditions in the financial
market. In this regard, Melecky (2007) mentions that a government
seeks to achieve the objective of cost minimisation within the existing constraints and its risk aversion/preference1. Therefore, the instruments
chosen by public debt manager within the mandate given by the
Government form core of their debt management strategy. It may be
mentioned that the public debt managers’ decisions are comparable to
any private borrower in terms of seeking best terms of borrowing.
However, Missale (1999) draws a difference between private borrowers
and government in the sense that government choice of an alternative is
likely to influence the equilibrium outcome due to large size of
borrowings while private borrowers’ action may not influence it.
The instruments in the arsenal of public debt managers have grown
over the years providing ample manoeuvring to deal with unraveling
financial conditions. In fact, the innovation of debt instruments has
been conditioned by ever evolving financial conditions/ structure. The
investors have become increasingly demanding and require a wider
choice of debt instruments (e.g., conventional fixed rate bonds, linkers
such as floating rate bonds (FRBs), IIBs, bonds with call and put options,
etc.). Apart from meeting the core objective of raising market
borrowings, some of these instruments arguably could provide useful
information for monetary policy formulation and in the process improve
the monetary policy transmission. In this regard, Falcetti and Missale
(2000) argue that the short maturity debt and floating rate debt are also
effective as commitment devices. It would be pertinent to mention here
that countries with high level of debt try to shorten the debt maturity
and resort to instruments such as FRBs and IIBs to reinforce their
commitment towards anti-inflationary stance2. Besides improving
credibility of the public policy towards its commitment to anti-inflationary stance, issuance of instrument like IIBs enables the
monetary policy to derive market-based real interest rate and information
about inflationary expectation. The issuance of IIBs is also presumed to
allow central bank to gauge its credibility in anchoring inflationary expectations. Notwithstanding the above enumerated benefits of IIBs,
some academicians and researchers have argued against the contribution
of IIBs to price stability, which is the core mandate of the monetary
policy across countries.
In this study, we have attempted an analysis of various aspects
related to the issuance of IIBs as part of the debt management strategy
in India. Basically, we investigate whether issuance of IIBs makes a
good proposition for public policy objective in general and debt
management in particular. The structure of the study is as follows.
Section I dwells upon the international experience of IIBs, while the
relevance of IIBs for public debt management is examined in Section II.
Section III analyses the contribution of IIBs towards public policy
objectives, especially monetary policy. The implications of the IIBs for
external sector management, i.e., through impacting gold imports have
been investigated in Section IV. Section V contains conclusions.
Section I
International Experience
Though the indexation of debt has become popular in the last two
decades with increasing number of sovereigns issuing inflation-linked
bonds, its roots can be traced as back as in 18th century. The first indexed
financial instrument was issued by the Commonwealth of Massachusetts
in 1742 when it first issued bills of public debt linked to cost of silver
on the London Exchange. Subsequently, the state of Massachusetts
decided to link indexed debt to a broader group of commodities in the
wake of silver prices appreciating more rapidly than the general price
level. Since then, a number of distinguished economists have argued in
favour of issuing indexed debt. Notably, Marshall proposed a plan with
the intention of drawing greater attention to the concept of indexation.
He proposed a passage of law permitting usage of indexation in contracts
for deferred payments. Keynes was also a great supporter of indexation
and he proposed in 1924 to the Royal Commission on National Debt
and Taxation that the British Government issue index-linked bonds.
More support for indexation stemmed from renowned economists such
as Richard Musgrave, Milton Friedman and Robert Barro (Deacon, et
al, 2004).
Garcia and Rixtel, (2007) classify issuance of IIBs by sovereigns
in three broad categories during the post-war period. The first group
comprises of countries which struggled with high and volatile inflation
and they used IIBs for raising long-term capital. These countries are
Chile (1956), Brazil (1964), Colombia (1967) and Argentina (1973).
Italy also issued IIBs in 1983 with a ten-year maturity in a situation
when it failed to issue nominal bonds for longer maturities. The second
group includes United Kingdom (1981), Australia (1985), Sweden
(1994), and New Zealand (1995). These countries issued IIBs not
because of inflationary compulsions but out of a deliberate policy choice
to improve the credibility of anti-inflationary policy stance. The third
group, mainly comprising of industrialised countries, introduced IIBs
programme in more recent years and their objective slightly overlapped
with the previous group. However, this group’s objective weighed more
towards social benefits as IIBs were issued as a further step towards
completing financial markets and providing an effective hedge against
inflation to investors in the long-term. Most prominent countries in this
group are Canada (1991), United States (1997), France (1998), Greece
and Italy (2003), Japan (2004) and Germany (2006). Many of the
countries from second group such as United Kingdom and Australia
also issued IIBs at later stage for social benefits. Price (1997) categorises
the country experiences with regard to issuance of IIBs broadly into
two extremes: the first includes instances where high inflation left
issuers with little choice but to index their obligations to the price level
(for example, Argentina, Brazil, Chile and Colombia); and the second
includes countries which experienced low and stable inflation but issued
IIBs to complement the existing nominal bond programs. Currently,
IIBs are issued in several countries but their share in total portfolio
varies with few countries such as Chile, Argentina, and Brazil having
quite large share of their debt under this instrument (Table 1).
In recent years, many emerging market and developing economies
have also attempted issuances of IIBs. India also issued IIBs (namely
capital indexed bonds) in 1997 with a five-year maturity but discontinued
its issuance due to poor response. The poor response could be attributed to the product structure wherein inflation protection was provided only
to the principal and not to the interest payouts. In the above backdrop,
the revised version of IIBs, wherein inflation protection is provided to
both principal and interest payments, has been launched through auction
in June 2013. The IIBs launched through auction is linked to the
Wholesale Price Index (WPI) for inflation compensation. Further, an
exclusive series of IIBs for retail investors has been launched in
December 2013 where inflation compensation is linked to combined
CPI (base: 2010=100).
Table 1: Composition of Domestic Bonds issued by Central Government across Countries
(as % of total outstanding at end-2012) |
Country |
Floating
Rate |
Fixed
Rate |
Inflation
Indexed |
Exchange
Rate linked |
Argentina |
14.8 |
0.8 |
49.5 |
34.8 |
Brazil |
21.0 |
39.6 |
38.8 |
0.6 |
Chile |
0.0 |
20.2 |
79.8 |
0.0 |
India |
1.9 |
98.1 |
0.0 |
0.0 |
Indonesia |
17.6 |
82.4 |
0.0 |
0.0 |
Canada |
0.0 |
92.3 |
7.7 |
0.0 |
South Africa |
0.0 |
74.6 |
25.4 |
0.0 |
Mexico |
26.2 |
52.1 |
21.7 |
0.0 |
Germany |
0.0 |
89.1 |
10.0 |
1.0 |
United Kingdom |
0.0 |
76.8 |
23.2 |
0.0 |
United States |
0.0 |
91.0 |
9.0 |
0.0 |
Source: Bank for International Settlements. |
Section II
IIBs and Public Debt Management
It is argued that IIBs could be effectively used in the debt
management strategy, as they could be beneficial for various
stakeholders, viz., issuer (sovereign), investors (institutional as well as
individuals), public policy, etc. We examine the utility of issuing IIBs as
part of the debt management strategy in India in the backdrop of such
utility articulated in the extant literature on the subject.
Will it be beneficial for the Issuer (Government)?
We have attempted to evaluate the utility of IIBs from issuer’s
perspective in terms of cost effectiveness, implications on cash
management and stability of cost structure.
Cost effectiveness
The Government has the option of raising debt through fixed rate
instruments and linkers (mainly floating rate bonds and inflation indexed
bonds). Sovereigns across the world have been raising a large part of
their debt through fixed rate bonds (nominal bonds). However, the
proportion of the debt raised through inflation indexed bonds has gone
up significantly over the last two decades. The yields (cost) on nominal
bonds entail three components, viz., real return, average expected
inflation, and term/uncertainty premia (i = r + pe + u). The term premia3
is largely attributed to the uncertainty about expected inflation. Higher
is the uncertainty about average expected inflation over the maturity
period of a bond, higher the term premia the investors would seek for.
As uncertainty about expected inflation may be proportional to the
maturity period, the term premia charged by investors on nominal bonds
would also be proportional to the maturity period of the nominal bonds.
In case of IIBs, returns are linked to inflation and any increase in
inflation is paid for in terms of higher returns. Therefore, investors
would not seek for term premia for inflation uncertainty and the cost of
borrowing through these instruments could potentially be lower at least
to the extent of uncertainty premium (inflation risk premium) demanded
on nominal bonds, provided actual inflation equals breakeven4/expected
inflation. Such cost saving could, however, be realised after the issuances
of IIBs reach a critical mass and ample liquidity is generated, otherwise
illiquidity premia could overweigh the cost benefit due to absence of
uncertainty premia. Furthermore, cost benefit on IIBs to the extent of
uncertainty premia would also depend on the actual inflation5. The
estimates of inflation risk premia, however, vary in the range from 0.1 to 1 percentage points (Working Group, Dutch Central Bank, 2005).
Cappiello and Guene (2005) estimate the inflation risk premia for
French and German long-term bonds to be around 20 and 10 basis
points, respectively. In fact, the investors are generally risk averse and,
thus, issuer of risky assets (i.e., nominal bonds inherently containing
future inflationary risk) will have to pay higher yield to investors to
hold such assets6. In case of IIBs, inflationary risk element is eliminated
and investors are ready to invest in such bonds at lower yield. According
to Garcia and Rixtel (2007), Government savings of cost arises from the
investors’ preference for payment of premium for protection against
inflation, which they get from inflation indexed bonds.
It has also been argued that IIBs could result in cost savings to the
Government through indirect channel, i.e., lowering of inflation risk
premium on nominal bonds. The argument for lowering risk premium
mainly dwells on the premise that IIBs will improve the credibility and
commitment of the monetary policy towards price stability/ anti-inflationary stance7. Reschreiter (2004) estimates that government longrun
borrowing cost could be reduced significantly in United Kingdom
by issuing IIBs. However, the cost savings on issuance of IIBs need to
be judged over the life of the security and not on yearly basis, as high
inflation during some period will be evened out by low inflation during
other period. In the above backdrop, we feel that in case of India, the
issuance of IIBs may result in cost saving to the Government, at least to
the extent of term/ uncertainty premia. However, such cost saving needs
to be juxtaposed with illiquidity premia charged by investors on IIBs
until a critical mass is achieved and reasonable liquidity is generated.
Cash Management of the Government
Another benefit that could be attributed to issuance of IIBs is from
cash management perspective, as indexed interest payouts on IIBs would be largely matching to revenue collections of the Government8.
In this case, nominal interest payouts would be anchored to the actual
inflation and so would largely be the tax collections of the Government
and thus, leave not much of the mismatch on account of inflation. We
have empirically investigated the impact of the inflation on tax
collections by estimating Ordinary Least Square (OLS) taking log of
tax collections (LTAX) as dependent variable and log of inflation
(LWPI) and log of real GDP (LGDP) as independent variables. The
estimation is based on annual data from 1990-91 to 2012-13. The
variables are first-differenced in order to avoid unit root problem. The
coefficient of D(LWPI) estimated at 1.06 is statistically significant at 10
per cent level of significancei, suggesting that the response of the tax
collections to inflation was almost one-on-one. Barro (1997) also
supports this premise by arguing that an optimal tax approach to public
debt, taking into account the Government’s assets and liabilities, would
favour the issuance of long-term inflation-linked bonds. As per Barro’s
analysis, a tax-smoothening objective dictates the optimal composition
of public debt with respect to maturity and contingencies and this
objective makes debt payouts contingent on the levels of public outlays
and the tax base. Based on the above, we conclude that issuance of IIBs
in India would facilitate efficient cash management for the Government.
Stability of cost structure
Another benefit of inflation indexed bonds is the stability of
borrowings cost in real terms as the real component of the coupon on
IIBs is fixed. Since the coupon rate of NFRBs is determined by current
inflationary expectations, such bonds issued during high inflation period
remain very costly even when inflation declines and vice versa. Table 2
below indicates that inflation in India has historically remained quite
volatile and hence, issuance of IIBs would be more logical from the
above mentioned real yield perspective9.
Some researchers have, however, pointed out that issuing IIBs
along with nominal bonds will entail segmentation of the public debt
market and turn various debt instruments less liquid. Eventually, this
may escalate the cost of borrowing of the Government to the extent of
liquidity premia and off-set the gains to be realised on account of
removal of inflation risk premium. Townend (1997) compare the
liquidity of IIBs and Nominal Fixed Rate Bonds (NFRBs) in terms of
their bid-cover spread and reported a bid-cover ratio of 16 ticks for
large trades on IIBs as opposed to 2 ticks for similar nominal bonds.
Nonetheless, investors of IIBs are generally financial institutions such
as insurance companies, pension funds, etc., and for them liquidity is
secondary concern as they largely buy such bonds to hold to maturity
(HTM).
How could they be beneficial for investors?
Investors in IIBs may derive major benefits in terms of holding
long-term fixed real yield assets with inbuilt protection from inflation.
Although investors factor-in average inflationary expectations plus
inflation risk premia while pricing NFRBs, projections about medium
to long-term inflation are generally not robust especially in emerging
market and developing economies where inflation path remains quite
volatile. The projections of inflation are, however, credible over short-term.
Hence, NFRBs may end up either underperforming or over
performing in the medium to long-term. In such situations, IIBs are
appropriate product for long-term investors providing insurance against
inflation. Nonetheless, there are other instruments which also provide
hedge against inflation. In this regard, Garcia and Rixtel (2007) put
forth the argument that availability of other instruments for investors to
hedge against unanticipated inflation does not stand up to empirical
investigation. Shen (1995) also argues that none of the investment
alternatives such as rolling over short-term Treasury securities, real
assets (such as commodities and real estate), etc., are capable of offering
investors fixed long-term yields that are free from inflation risk10. We have estimated the correlation coefficient between inflation rate (based
on WPI index) and variation in real estate prices in Mumbai and Delhi,
which could be used as proxy to measure the extent of hedging against
inflation in real estate (assets) investment. The correlation coefficient
has been estimated at 0.22 and 0.16, respectively during 2010:Q1-
2013:Q211. The low correlation between inflation rate and growth in the
prices of real assets exhibits that investment in real assets does not
provide any significant hedge against inflation and thus, are not a good
substitute of IIBs. Further, even if investment in real assets may provide
some insurance against inflation, these assets are fraught with risks
other than inflation and such risks are hard to estimate. For example,
demand and supply conditions would greatly influence the prices of real
assets. Therefore, based on the above arguments, it may be inferred that
investing in other instruments for inflation hedge may also result in
trading inflation risk with other risks.
In India, inflation has remained quite volatile across the categories,
viz., retail as well as wholesale (Table 2). It has surged significantly in
the last few years. The high volatility in inflation makes it difficult for
investors to have realistic projections about it and thus, the expected
inflation factored - in while pricing of NFRBs fails to provide desirable
real return. In such situations, the IIBs provide an opportunity for
investors to earn desirable real return on their investment, as IIBs
provide for actual inflation compensation.
Table 2: Volatility in Inflation Rate in India |
Period |
Average (%) |
Standard Deviation |
WPI |
CPI-IW |
CPI-AL |
WPI |
CPI-IW |
CPI-AL |
1980s |
8.0 |
9.0 |
8.1 |
3.9 |
2.4 |
4.6 |
1990s |
8.1 |
9.5 |
9.0 |
3.6 |
3.0 |
5.0 |
2000s |
5.4 |
5.9 |
5.4 |
1.6 |
2.9 |
4.4 |
2010s |
8.6 |
9.7 |
9.4 |
1.1 |
1.2 |
0.9 |
1980s-2010s |
7.3 |
8.3 |
7.7 |
3.2 |
3.0 |
4.6 |
WPI=Wholesale Price Index; CPI=Consumer Price Index; IW = Industrial Workers; and
AL= Agricultural Labourers. |
Another argument in favour of investing in IIBs is that these
instruments are the only long-term assets which provide hedging against
two risks, viz., inflation risk and credit risk. These virtues of IIBs issued
by sovereigns make them truly risk-free long-term assets available for
investors. Campbell and Viceira (2002) substantiate the argument that
the IIBs are safe asset for long-term. From the portfolio diversification
perspective also, investors should hold a part of the total assets in IIBs,
especially in a scenario when inflation is quite uncertain. In fact, Fischer
(1975) propagated this argument to support the issuance of inflation-linked
bonds by the Government or by other issuers12.
IIBs are particularly helpful to some of institutional investors such
as pension funds whose payments obligations are linked to inflation.
Regular issuance of IIBs will help portfolio management of such
institutional investors and boost their growth. Thus, regular issuance of
IIBs in India will help broadening the investor base and providing
stability to the demand for government bonds.
Section III
IIBs and Monetary Policy
The countries with high level of debt and strong political economy
may be tempted to use inflation as a tool to erode the real value of the
debt and contain debt to GDP ratio. Aizenman and Marion (2009) argue
in this regard that a government that has lots of nominal debt denominated
in the domestic currency has an incentive to try to inflate it away to
decrease the debt burden. Temptation to use inflation is greater if foreign
creditors hold a significant portion of the public debt denominated in
domestic currency13. However, if IIBs constitute a significant part of the
public debt, it would disincentivise the use of inflation to reduce real
value of the public debt. Furthering this argument, it may be pointed out
that indexing of public debt does not eliminate the inflationary risk but shift it from investors to Government and this way, it discourages the
Government to reduce the debt burden through inflation. Furthermore,
it will incentivise the Government to take all potent measures to contain
inflation as rise in inflation will result in higher interest payments by the
Government on IIBs. Another channel through which IIBs can affect
inflation is higher savings and lower consumption, exerting downward
pressure on prices. Samuelson (1988) elaborates that acceleration in
savings on account of issuance of IIBs allows Government to finance a
given expenditure level in less inflationary ways, thus dampening
inflation. In the above backdrop, it may be concluded that issuance of
IIBs in India for a critical mass has potential to improve the commitment
and credibility of the public policy, in particular the monetary policy
towards price stability.
In the last two decades, the independence of the central banks has
increased significantly across countries. This was accompanied by the
improved credibility of the central banks and their clear mandate for
price stability which has considerably eliminated the uncertainty about
inflationary expectations. Despite enhanced commitment towards price
stability, the increased independence of central banks could not
completely eradicate the inflationary risks and hence, many countries
especially from emerging markets and developing economies have
issued IIBs in the recent past.
Some arguments in the literature have also been made against
indexing public debt from the price stability perspective and other
destabilising effects. The large issuances of IIBs may lead to a higher
level of indexation of the economy (e.g., indexation of financial
contracts, wages, etc.) which may undermine the policy aimed at
controlling inflation. The use of appropriate policy mix can, however,
prevent the indexing leading to higher inflation (Fischer, 1983)14.
Another argument against contribution of IIBs to price stability is that
their issuance may induce acceptability of inflation in public and in turn, reduce pressure on the central bank to maintain its anti-inflationary
stance. Nonetheless, this argument is quite paradoxical to the central
bank independence and its commitment towards price stability being its
primary objective across countries.
Will they help monetary policy formulation?
In addition to the benefits accruing to Government and investors,
the indexation of public debt enables central banks to derive market-determined
real interest rates and inflationary expectations, which
greatly contribute in firming up monetary policy stance15. A recent interdepartmental
study by RBI (2013) empirically finds that investment
and growth is sensitive to changes in real interest rate. Therefore,
estimates of market determined real interest rates could help monetary
policy in assessing investment and growth prospects.
The information about inflationary expectations also facilitates
central banks to assess their credibility towards price stability and
accordingly, central banks are in a position to affect any appropriate
monetary policy actions, if required. However, critical mass of indexed
debt is essential for liquidity, which remains pivotal for extracting any
market related information for policy purposes. Provided inflation risk
remains constant over time, the change in the difference between real
yield on IIBs and nominal yield on fixed rate nominal bonds will display
the change in average inflation expectations of the market participants
over the residual maturity of bonds. The difference between real yield
on IIBs and nominal yield on fixed rate nominal bonds is also called
break-even inflation rate (BEIR) in the literature. Shen (1995) points
out that without information on real yield, policymakers will not be able
to know whether the change in nominal yield is attributed to variation
in inflationary outlook or change in the real yield. Further, the BEIR
derived from difference between real and nominal yield should be
construed with enough caution since difference between yield on IIBs
and NFRBs also contains inflation risk premium required by investors
in lieu of compensation for inflation uncertainty while holding NFRBs.
Similarly, real yield on IIBs may include liquidity premium due to them
being relatively less liquid and to that extent change in average
inflationary expectation would be underestimated. Notwithstanding the
aforementioned caveats, BEIRs are best available indicators of expected
inflation from the policymakers’ perspective and their utility improves
over time with increased issuance of IIBs under wider maturity range
and improved liquidity in this segment of market. In this regard, Garcia
and Rixtel (2005) points out that some caution is advisable when
monitoring movements in BEIRs for monetary policy purposes and it
would be useful to focus on changes rather than levels of BEIRs when
interpreting them in terms of long-term inflation expectations.
In India, the central bank collects information only about short-term
inflationary expectations (up to one year) through surveys and not
the medium to long-term. While regular issuance of IIBs for various
tenors could provide information about inflationary expectations across
the term structure (i.e., over short, medium and long-term). The
inflationary expectations extracted from IIBs for short-term could be
used to corroborate the results of the survey conducted to ascertain the
same. In the above backdrop, it may be concluded that the regular
issuance of IIBs could help the monetary policy formulation in India.
Will they serve any social objective?
Although IIBs provide protection to investors against inflation,
issuance of such bonds by sovereigns has also some social implications.
First and foremost, inflation is generally created by sovereign or
monetary authority and hence, responsibility automatically dwells on
sovereign to provide such investment instruments enabling public to
protect their wealth. Further, issuance of IIBs by sovereigns would
catalyse further financial innovations and public at large would be
benefitted. For instance, pension funds, insurance companies, and
mutual funds would be able to offer new financial products with inbuilt
protection from inflation for retail investors16. As per the standard
argument in the literature, IIBs should constitute an important part of any funded pension management arrangement because they would create pension holdings with the same characteristics as social security pension (i.e. provision of inflation indexed annuities).
Theoretical exposition of welfare implications of IIBs is provided
by Magill and Quinzii (1997) through comparison of two second-best
situations, having a nominal bond which is subject to inflationary risk
or an indexed bond which is subject to risk caused by relative prices
movements. They concluded with the help of a welfare gains function
that indexed bonds result in higher potential gains due either to low
variability of real income or strong correlation between payoffs of
indexed bond and that of other securities. While discussing various
aspects of IIBs, Price, (1997) argues that IIBs enhances social welfare
through providing completeness to the financial markets, incentivising
savings behaviour, and enabling better distribution of wealth and
income.
Issuance of IIBs will also discourage public from transferring their
investment from financial assets to real assets especially where future
inflationary expectations are very high and in turn, would contribute to
both accelerating and stabilising the savings rate. Amid high inflation,
the financial disintermediation in household savings was visible in the
last few years, as the share of physical savings increased from 52 per
cent in 2009-10 to 68 per cent during 2012-13 notwithstanding overall
decline in household savings rate during this period. RBI’s Annual
Report (2013) also mentions that within household savings, while the
financial savings rate declined, the physical savings rate increased in
2011-12 because of households’ preference for the latter in the high
inflationary environment. The acceleration in savings rate is required
more for higher investments and employment in emerging market and
developing economies. Another important social implication is related
to contribution of IIBs to distribution of real wealth. It has been argued
that unanticipated inflation (or deflation) results in transfer of real
wealth from lenders to borrowers (or borrowers to lenders). Investment
in IIBs leads to elimination the element of uncertain inflation and arrest
the redistribution of real wealth18.
Section IV
IIBs and External Sector Management
IIBs would provide an investment instrument to the public that will
enable complete inflation hedging. It has been often observed that in the
absence of such instrument, people tend to look for alternative asset
class such as gold for inflation hedging. In India, IIBs were not available
for investment till few months back and the people might have invested
in gold for inflation protection. In order to explore the preliminary
relationship between inflation and demand for gold, we have estimated
the correlation between inflation rate (based on WPI index) and
movement in prices of gold in India during the period 1971-72 to 2012-
13. The correlation coefficient between inflation rate and change in gold
prices show that both are closely associated (Table 3).
We further investigate the impact of inflation on investment in
gold, especially the impact of inflation on gold imports, by estimating
Ordinary Least Square (OLS) and Structural Vector Auto Regression
(SVAR). The above models have been estimated taking monthly data
from April 2003 to July 2013 on quantity of gold imports in metric tons
(GOLDQ) and inflation rate based on Wholesale Price Index (WPIIN).
The investigation of the unit root properties shows that both GOLDQ
and WPIIN are of I(0) order and thus, we find it appropriate to estimate
OLS and SVAR at levels. In OLS, GOLDQ has been taken as dependent
variable and WPIIN as explanatory variable. The results of OLS show
that the short-term and long-term coefficients of WPIIN at 2.43 and
3.70, respectively, are statistically significant at 99 per cent confidence
levelii. This means that increase in inflation rate leads to higher gold
imports. For VAR, the three lag length selection criteria, viz., Akaike
Information Criterion (AIC), Schwarz Information Criterion (SC), and Hannan-Quinn Criterion (HQ) are used and based on majority criteria,
two lags are selectediii. The results of the VAR Granger Casualty also
show one-way causality from WPIIN to GOLDQ, i.e., WPIIN causes
GOLDQ and not the other way aroundiv. Further, SVAR has been
estimated to capture the contemporaneous impact of the WPIIN on
GOLDQ and impulse response of the GOLDQ to one standard deviation
structural shock to WPIIN is found to be very robust (Chart 1).
Table 3: Correlation between Inflation and Change in Gold Prices |
Period |
Average inflation (WPI) |
Correlation coefficient |
1971-1980 |
9.4 |
0.85 |
1981-1990 |
8.0 |
0.70 |
1991-2000 |
8.1 |
0.60 |
2001-2013 |
6.1 |
0.49 |
Based on the above empirical results, it may be inferred that the
high inflation may have spurred demand for gold in the recent past and
due to non-availability of adequate quantity of gold domestically, India
had to import large amount of gold, which contributed to widening of
current account deficit (CAD). India’s gold imports increased from
about USD 21 billion during 2008-09 to about USD 53 billion in
2012-13 (in terms of quantity, gold imports increased from 767 metric
tons to 1010 metric tons during this period) and the CAD during this
period rose from about USD 28 billion to USD 88 billion. The regular
issuance of IIBs by the Government would provide an alternative asset
for investors for inflation hedging and thus, such issuances may dissuade
investors from investing in gold to some extent and reduce the imports
of gold and current account deficit. Therefore, it appears that regular
issuance of IIBs by the Government could be useful in external sector
management.
Section V
Conclusion
Overall, IIBs are considered useful debt instruments especially
from a public policy perspective and have become increasingly popular
across countries including emerging market and developing economies.
The Canadian version of IIBs has also been launched by the Reserve
Bank of India, in consultation with Government of India in June 2013.
Further, the Government has launched an exclusive series of IIBs for
retail investors in December 2013. Against this backdrop, this study has
attempted to analyse the usefulness of the IIBs from three perspectives,
viz., public debt management, monetary policy, and external sector
management. From public debt management perspective, it has been
observed that IIBs could benefit Government in terms of cost savings at
least to the extent of inflation uncertainty premium and at the same
time, they are equally attractive for private investors providing them
protection against inflation particularly for long-term assets. These
bonds would allow the debt management to expand the bouquet of
instruments and broaden the investor base and at the same time, would
allow the investors to diversify their portfolio. Further, interest payouts
on these bonds are linked to actual inflation and so are the tax collections
of the Government. Empirical investigation through OLS estimation
reveals that impact of inflation on tax collections is almost one-to-one
and statistically significant. Thus, IIBs will help the alignment of cash
flows of the government, particularly those cash flows which are
sensitive to inflation. From monetary policy perspective, it has been
widely articulated that issuance of IIBs for a critical amount in the
Government’s debt portfolio may demonstrate public policy’s
commitment towards price stability. Therefore, issuance of IIBs could
potentially improve the credibility of the public policy, in particular the
monetary policy, towards its primary objective of price stability. Further,
IIBs could provide very useful information on market determined real
yield and inflationary expectations, which are critical for the Central
Bank to initiate monetary policy actions to reinforce its anti-inflationary
stance. Several social benefits such as providing hedging against
inflation to public at large, arresting redistribution of wealth from
creditors to debtors, discouraging government from eroding public debt through inflation, etc., are also associated with issuance of IIBs. With
regard to external sector management, it has been argued that people
invest in gold for inflation hedging and that leads to increase in gold
imports and higher CAD. In order to draw a point in this context, the
empirical examination of the relationship between inflation and gold
imports through OLS and SVAR estimation indicated that the higher
inflation causes higher gold imports. IIBs would provide an alternative
investment asset for investors with inbuilt hedge against inflation and
thus, issuance of this instrument may dissuade investors from investing
in gold for inflation protection which in turn, may curtail gold imports.
To summarise, IIBs could potentially be very useful instruments for
public policy at large. Therefore, it may be desirable that IIBs become
regular feature in the debt management strategy and certain portion of
market borrowing of the Government of India is raised through this
instrument every year.
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i In order to analyse empirically the impact of inflation on tax collections of the Government
of India, we have estimated simple OLS taking annual data from 1990-91 to 2012-13. The
variables that have been taken in the estimation are log of WPI (LWPI), log of gross tax
collections (LTAX), and log of GDP at constant prices (LGDP). Due to unit root problem, the
variables have been taken in the first difference form. The results of the OLS furnished in the
table below show that impact of the inflation on tax collections of the government is almost
one-to-one and statistically significant.
OLS Results [D(LTAX) dependent variable] |
Explanatory variables |
Coefficient |
t-Statistics |
Prob. |
C |
-0.06 |
-1.00 |
0.3286 |
D(LWPI) |
1.02 |
1.92 |
0.0693 |
D(LGDP) |
2.03 |
3.28 |
0.0037 |
R-squared: 0.37; Adjusted R-squared: 0.30
F-statistic: 5.78; DW Statistic: 1.94 |
ii The impact of inflation rate on gold imports has been estimated, taking monthly data on
inflation rate (WPIIN) and quantity of gold imports (GOLDQ) from April 2003 to July 2013.
The data on quantity of gold import has been derived by dividing value of gold imports by price
of gold. The price of gold had been taken from the World Gold Council. The results of OLS
estimation are furnished in the table below, which show that coefficient of WPIIN and lagged
GOLDQ are positive and statistically significant.
OLS Results (GOLDQ dependent variable) |
Explanatory variables |
Coefficient |
t-Statistic |
Prob. |
Short-term |
Long-term |
C |
29.35 |
|
8.47 |
0.0007 |
WPIIN |
2.43 |
3.70 |
1.10 |
0.0297 |
GOLDQt-1 |
0.34 |
|
4.01 |
0.001 |
R-squared: 0.19; Adjusted R-squared: 0.17
F-statistics: 13.71; DW Statistic: 1.956; LM-Statistic: 0.041 (Prob: 0.83) |
iii The lag selection in VAR has been done based on three lag selection criteria, viz., Akaike
Information Criterion (AIC), Schwarz Information Criterion (SC), and Hannan-Quinn Criterion
(HQ) and results based on majority criteria indicate two lags.
VAR Lag Selection Criteria |
Endogenous variables: GOLDQ, WPIIN
Sample period: 2003M04 to 2013M06
Included Observations: 115 |
Lag |
AIC |
SC |
HQ |
0 |
14.52252 |
14.57025 |
14.54189 |
1 |
12.26738 |
12.41060 |
12.32551 |
2 |
12.02387 |
12.26256* |
12.12075* |
3 |
12.02411 |
12.35827 |
12.15974 |
4 |
11.96369* |
12.39333 |
12.13808 |
5 |
12.01290 |
12.53801 |
12.22604 |
6 |
12.04398 |
12.66458 |
12.29588 |
7 |
12.05284 |
12.76891 |
12.34348 |
8 |
12.09273 |
12.90428 |
12.42214 |
iv The VAR Granger Causality test has been conducted to corroborate the results of OLS
estimates. The results given in the Table below demonstrate that null hypothesis of exclusion of
WPIIN is rejected at 5 per cent significance level.
VAR Granger Causality/Block Exogeneity Wald Tests
Sample: 2005M04 2013M06
Included observations: 99 |
Excluded |
Chi-sq |
df |
Prob. |
Dependent variable: RGOLD |
WPIIN |
6.576089 |
2 |
0.0373 |
All |
6.576089 |
2 |
0.0373 |
Dependent variable: WPIIN |
RGOLD |
0.833998 |
2 |
0.659 |
All |
0.833998 |
2 |
0.659 |
|