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IOSR Journal of Economics and Finance (IOSR-JEF)
e-ISSN: 2321-5933, p-ISSN: 2321-5925.Volume 6, Issue 1. Ver. II (Jan.-Feb. 2015), PP 31-35
www.iosrjournals.org
DOI: 10.9790/5933-06123135 www.iosrjournals.org 31 | Page
A Dynamic Analysis of the Impact of Capital Flight on Real
Exchange Rate in Nigeria
Onoja Joan Egbe (Mrs) Bsc(Ed) Econs, Msc Econs
Principal Lecturer College of education,ekiadolor-beninnigeria
Abstract: This study examines the dynamic effect of capital flight on the real exchange rate of the naira.
Specifically this study seeks to investigate if a long-run relationship exists between real exchange rate and
capital flight in Nigeria. This will be done using quarterly time series data covering the period 1981 to 2009. In
this process the short-run dynamics of the interactions between the two variables will be analyzed.
I. Introduction
Over the years, concerns have been expressed about the magnitude, causes and consequences of capital
flight, not least because the lack of financial resources for appropriate economic development has pushed
Nigeria and most other Sub-Sahara Africa (SSA) countries into external borrowing to augment domestic
resources in their quest for economic growth. According to Lawson (2007), capital flight from developing
countries including Nigeria not only aggregates the shortage of resources for development; it indirectly leads to
a decline in domestic investments as well as a reduction in the potential tax receipts of the government. The
sluggish growth and persistent balance of payment (BOP) deficits in most developing countries, despite private
transfers and long term capital inflows, have been attributed to capital flight (Ajayi, 2000). Growth is reduced
partly because investment has been diverted abroad and also because necessary imports are limited by the
foreign exchange drain from both the flight itself and the fact that earnings on such assets are often not
repatriated (Pastor, 1990).
These conditions apparently raise questions especially with regards to the effects of capital flight on the
value of the domestic currency abroad. This is because the general macroeconomic effects of capital flight
attained above often have the tendency of pushing down the exchange rate of a currency. Indeed Obadan, (2006)
argued that some of the factors that led to the depreciation of the Nigerian exchange rate include weak
production base, import dependent production structure, fragile export base and weak non oil export earnings,
expansionary monetary and fiscal policies, inadequate foreign capital inflow, excess demand for foreign
exchange relative to supply, fluctuations in crude oil earnings, unguided trade liberalization policy, speculative
activities and sharp practices (round-tripping) of authorized dealers, over-reliance on imperfect foreign
exchange market, heavy debt burden, weak balance of payments position and capital flight.
This study is very important because the Nigerian exchange rate has continued to depreciate against the
American dollar since the 1980s, particularly following the deregulation of the foreign exchange market.
Besides, the instability in the exchange rate has far reaching implications such as high rates of inflation and
unemployment, declining investment, low production and low competitiveness of exports, balance of payments
disequilibrium, inefficiency in resource allocation and low standard of living, to mention just a few. Thus,
examining factors that determine real exchange rate movement becomes very important. It is argued that if
massive outflow of capital from Nigeria can be checked the search for foreign exchange through means like
borrowing would be limited and the real exchange rate would be stabilized.
II. Empirical Literature
Many scholars have conducted empirical research in order to examine factors that influence the
movement of the exchange rate. For instance, Faulkner and Makrelor (2008) used the single Engel Granger
techniques to examine the drivers of the manufacturing equilibrium exchange rate over the period 1995 to 2006
in South Africa. The authors’ results showed that unit labor cost, productivity, government expenditure and
openness are the main drivers of the manufacturing exchange rate.
Frankel (2007) revealed that real exchange rate is positively related to terms of trade, real interest
differential and lagged real exchange rate. However, capital account liberalization, risk premium and per capita
income have negative effects on real exchange rate.
Yu Hsingh (2006) empirically examined the determinants of short term real exchange rates for
Venezuela. The author confirmed that government deficit has positive effect on exchange rate, while broad
money supply, world interest rate, county risk, and the expected rate of inflation have negative impact on
exchange rate. The author suggested that, authorities should avoid fiscal indiscipline in order to prevent the
exchange rate from real appreciation since it will check the country’s exports from declining.
A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria
DOI: 10.9790/5933-06123135 www.iosrjournals.org 32 | Page
Petersoon (2005) investigated the variables that affect exchange rate movements in Sweden, the United
Kingdom and Japan against the US dollar for the period of 1995 to 2004. The results indicate that interest rate
differential is statistically significant in explaining changes in exchange rate in the three countries. In addition,
interest rate has negative effect on exchange rate in Sweden and the United Kingdom. However, the influence of
money supply, industrial production and inflation differential on exchange rate varies between the countries.
Odedokun (1997) studied a group of 38 African countries, by examining the impact of macroeconomic
policies, devaluation and fundamentals on real exchange rate movement. The author found that public sector
fiscal deficits, growth of domestic credit, domestic absorption-GDP ratio, government consumption-GDP ratio,
private consumption-GDP ratio, improvement in terms of trade, income per capita and black market exchange
rate premium lead to real exchange rate appreciation. On the contrary, devaluation, investment-GDP ratio,
consumer-wholesale price ratio in trading-partner countries and economic growth in industrial countries result in
real exchange rate depreciation.
Drine and Rault (2003) analyzed the main determinants of the real exchange rate in the Middle East
and North Africa (MENA) countries. The authors’ findings illustrate that output per capita, government
consumption, real interest rate differentials, and the degree of openness of the economy influence the real
exchange rate. In Zambia, Beatrice (2001) employed a co-integration technique to investigate the long-run
determinants of real exchange rates for imports and exports and of the internal real exchange rate. The results
showed that real exchange rate for imports is affected by terms of trade, government consumption, and
investment share. Moreover, terms of trade, central bank reserves and trade taxes have long-run impact on the
real exchange rate for exports. It was also found that terms of trade, investment share and the rate of growth of
real GDP have long-run effect on the internal real exchange rate. Lastly, foreign aid and openness have short-
run influence on the real exchange rate indices.
Macdonald and Ricci (2003) found that terms of trade, real interest rate differential, net foreign assets,
and GDP per capita have positive influence on real exchange rate in South Africa. On the other hand, the degree
of openness and overall fiscal balance has negative impact on real exchange rate. Speller (2006) investigated the
exchange rate determinants in the industrialized commodity currency economies. The results illustrate that the
price of the commodity exports was an important determinant of the real exchange rate in the group of countries
studied.
In Angola, Takaendesa (2006) confirmed that terms of trade, real interest rate differential, domestic
credit, openness and technological progress have long-run impact on real exchange rate. Overall, terms of trade,
domestic credit and openness have significant influence on real exchange rate in the short-run. While terms of
trade and domestic credit have both short-run and long-run effect on real exchange rate.
Gelbard and Jun Nagayssu (2004) examined the determinants of Angolas’ real exchange rate. They
found that the most important determinants of real exchange rate are oil prices and foreign interest rate.
However, their results did not support the argument that monetary growth influences exchange rate. Thus, they
advised that a flexible exchange rate is more appropriate than a fixed exchange rate regime.
The econometric result of Aron et al (1997) is indeed revealing. Firstly they showed that capital flows
lead to exchange rate appreciation. Secondly trade openness, government expenditure; non-gold terms of trade
and real price of gold have both short-run and long-run effects on real exchange rate. That is, more openness,
worsening terms of trade and reduced capital flows lead to real depreciation. However, unsustained government
expenditure results in exchange rate overvaluation. Moreover, nominal devaluation has a significant negative
effect on the real exchange rate, while the lagged nominal devaluation has a significant positive effect on real
exchange rate. Furthermore, excess domestic credit supply has a significant positive influence on real exchange
rate, thus increases in domestic credit supply lead to exchange rate appreciation. Lastly, lagged growth
differentials have positive and significant impact on real exchange rate.
In Nigeria, Obadan (2006) reported that, whereas improvement in terms of trade leads to appreciation
in nominal exchange rate, increases in net capital inflows result to real exchange rate appreciation. Furthermore,
increases in monetary aggregates lead to real exchange rate depreciation.
Olomola and Adejumo (2010) examined the effect of oil price shock on output, inflation, the real
exchange rate and the money supply in Nigeria using quarterly data from 1970 to 2003. The VAR method was
employed to analyze the data. The findings were contrary to previous empirical findings in other countries; oil
price shock does not affect output and inflation in Nigeria. However they did find that oil price shocks do
significantly influence the real exchange rates. The implication is that a high real oil price may give rise to
wealth effect that appreciates the real exchange rate. This may squeeze the tradable sector, giving rise to the
“Dutch Disease”.
Quite a number of factors have been identified in the literature as accounting for citizens’ decisions to
reallocate their wealth abroad. Among other reasons, political factors, macroeconomics mismanagement and
policy distortions serve as incentives for residents to take their assets out of the country (Onwioduokit, 2001).
For Nigeria specifically, Ajayi (1992) and Ojo (1992) identified factors such as level of foreign exchange
A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria
DOI: 10.9790/5933-06123135 www.iosrjournals.org 33 | Page
reserves, changes in exchange rates, growth rate of the economy, real interest rate differentials, changes in
inflation rates, financial repression, fiscal balance and external loan disbursement. Cuddington (1987) identified
disbursement of new loans to developing countries as an additional cause. Other causes can be exchange rate
misalingnment, financial sector constraints and/or repression, fiscal deficits, and external incentives.
III. Methodology And Model Specification
In this study, the co-integration and Error Correction Methodology (ECM) will be used. Co-integration
analysis investigates the long-run properties of the adopted relationship while the ECM estimates the short-run
dynamic model. The model specifies real exchange rate (RER) as being determined by the rate of capital flight
from Nigeria (CAPF) the effect of SAP, proxied by a SAP dummy (SAPD), the level of openness of the
economy (OPN), inflation rate (INFL) and foreign exchange reserves (RES).
Thus, the ECM is represented as:
∆RER1=α1+ α2∆CAPF1+ α3∆TOPN1 + α4∆INFL1 + α5∆RES + α6SAPD +βECMt-1 + £1
Where α1-6 = Parameters to be estimated
β = Error correction term
£1 = Stochastic term
RER =
and
RER = Real naira to US dollar exchange rate
CPI = Nigeria’s domestic price index
NER = Nominal exchange rate
Capital flight is measured using the World Bank Method as outlined in Lawanson (2007).
CAPFt = FDit + ∆Debut – (CADt + TRESt)
Where FDI = Foreign Direct Investment
DEBT = External Debt Stock
CAD = Current Account Deficit
TRES = Total External Reserves
Given the above model and defined variables the study would determine the expected negative impact
of capital flight on real exchange rate and also find out if a long-run relationship exists between them.
IV. Presentation And Analysis Of Result
In this section, the results of the error correction model that was specified in the previous section is
presented and analyzed in order to draw out the empirical implication of the study. In order to perform this
investigation, certain procedures are followed. First, the test for stationarity of each of the data series is carried
out This is necessitated by the fact that most economic time’s series are time dependent (Iyoha, 2004).
Moreover, it has been postulated that when these series are differenced, the time dependence can be eliminated
and an estimated relationship among the variables would be spurious. The second direction of the analysis is to
test whether the groups of time series move together in the long-run (i.e cointegration test). Finally, the error
correction model, which shows the dynamic short-run behavior of the dependent variable, is estimated and
evaluated.
V. Unit Root Test For Variables
The Augumented Dickey Fuller (ADF) test is used for the test for unit roots in each of the variables.
Indeed, if a non-stationary time series (in levels) becomes stationary after first difference, it is said to possess a
unit root.
Table 4.1: Result Of The Adf Unit Root Test (First Difference)
Variables ADF Test 95% Critical Order of Integration
Statistic ADF value
DREXRT -33 -2.985 1(1)
DCAPF -3.216 -2.985 1(i)
DRES -2.960 -2.985 1(0)
DTOPEN -4.741 -2.985 1(1)
DINFL -4.899 -2.985 1(1)
The ADF result presented above does not take into consideration the trend variables since trend in the
series has not been proven. The results obtained provide strong evidence that all the time series in their first
A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria
DOI: 10.9790/5933-06123135 www.iosrjournals.org 34 | Page
difference are stationary, except that of reserves. We have also decided to include the reserve variables since its
ADF value is quite close to the critical value. Thus, we accept the hypothesis of the existence of unit roots for
each of the variables.
VI. Cointegraton Analysis
Since the variables are all integrated of order one, there are strong reasons to believe that common
long-run properties exist among them. The cointegration test is carried out by first running a model with
REXRT as dependent variable and obtain the resulting residuals. These residuals are then tested for unit roots.
Variable ADF lag ADF Test 95% Critical Remark
Statistic value
Residual 2 -3.305 -5.380 Non-Stationary
From the result shown above, the ADF statistics of the residuals is less than the 95% ADF value. This
means that the residuals are not stationary. In that case, is seen that the series do not move together in the long-
run. Any destabilization in the short-run may not be self-corrected overtime since the system does not have any
pattern of coordination in the long run.
VII. The Error Correction Model
The representation of the ECM is presented in table 3 below; the parsimonious representation was
chosen using the R-Bar squared criterion, where the equation with the highest R-Bar squared is selected
The Re-squared of the model is quite high and shows that over 67 percent of the short run behavior of
real exchange rate is captured by the four explanatory variables and the dummy and ECM. This impressive
goodness of fit outcome of the model is also confirmed by the highly significant F-statistics which passes the
test at the 1 percent level. This shows that a significant short-run relationship exists between real exchange rate
and the independent variables.
Considering each of the coefficients of the explanatory variables, it is seen that all the coefficients have
the expected signs in accordance with aprior determination, except that of the SAP dummy, moreover, only the
coefficient of the one period lagged inflation is significant, suggesting that the real exchange rate responds to
inflationary movements with a delay of one period. Also, the effect is positive; a rise in inflation would cause
the exchange rate to depreciate.
The variable of interest, CAPF is not significantly different from zero, even at the 10 percent level.
This shows that in short-run, the real exchange rate does not respond to capital flight. Rather other factors such
as domestic price level drive the real rate of naira exchange to other currencies.
Moreover, the error term is negative and highly significant at the 5% level. This reveals that short-run
deviation of real exchange rate equilibrium can be effectively restored to its steady state level in the long run.
The DW statistics value of 2.23 also indicates absence of autocorrelation in the model.
VIII. Summary And Conclusion
Capital flight has become a worrisome phenomenon in the Nigerian economy. Apart from its effects on
domestic’s investment and capital formation, there are other effects on the external sector of the economy. This
study attempted to investigate the effect of capital flight on the real exchange rate of the naira by using an error
correction specification. One issue that challenges studying on capital flight is the actual measurement of capital
flight. This study used the basic measurement as suggested by the World Bank. The result from the estimation
procedure revealed that though there is a dynamic short-run behaviour exchange rate with respect to capital
flight (and the other variables), a long-run relationship does not exist. Moreover, the results also showed that
capital flight from Nigeria does not have a dynamic impact on the real exchange rate, rather the exchange rate
responds to the domestic price level.
A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria
DOI: 10.9790/5933-06123135 www.iosrjournals.org 35 | Page
It is therefore recommended that in pursuing a stable external value of the naira, attention should not be
focused o the capital flight, but rather on ensuring domestic price stability. In the same vein, long-run policies to
determine the real exchange rate may not include the level of capital flight from Nigeria.
References
[1]. Balogun, E.D (2007), “Effects of Exchange Policy on Bilateral Exports Trade of WAMZ Countries”, Munich Personal Repel
Archive (MPRA) Paper No. 6234.
[2]. Imed Drine and Christopher Rault (2003), “Long-Run Determinants of the Real Exchange Rate for MENA Countries”, Journal of
International Advances in Economics Research, Vol. 9, No.1. Cited at
[3]. http://www.springerlink.com/content/112112/?p=3d68efb2e1904299866e01eb8d640b09&pi=0Juraj
[4]. Stancik (2006), “Determinants of Exchange Rate Volatility: The Case of New EU Members”, CERGE-EI Discussion Paper No.
2006-158.
[5]. Lawanson, A. O. (2007), “An Econometric Analysis of Capital Flight from Nigeria: A Portfolio Approach” AERC Research Paper
166 African Economic Research Consortium, Nairobi, May 2007.
[6]. MacDonald, R. and L. Ricci (2003), “Estimation of the Equilibrium Exchange Rate for South Africa”, IMF Working Paper,
WP/03/44.
[7]. Obadan, M.I (2006), “Overview of Exchange Rate Management in Nigeria from 1986 to Date”, In The Dynamics of Exchange Rate
in Nigeria, Central Bank of Nigeria Bullion, Vol. 30, No. 3, pp. 1-9.
[8]. Takaendesa, P. (2006), “The Behaviour and Fundamental Determinants of Real Exchange Rate in South African”, A Masters Thesis
Submitted to Rhodes University, South Africa.
[9]. Yu Hsing (2006), “Determinants of Exchange Rate Fluctuations for Venezuela: Application of an Extended Mundell-|Fleming
Model”, Journal of Applied Econometrics and International Development, Vol.6, No. 1. Cited at Http://ssrn.com/abstract=1240592

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A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria

  • 1. IOSR Journal of Economics and Finance (IOSR-JEF) e-ISSN: 2321-5933, p-ISSN: 2321-5925.Volume 6, Issue 1. Ver. II (Jan.-Feb. 2015), PP 31-35 www.iosrjournals.org DOI: 10.9790/5933-06123135 www.iosrjournals.org 31 | Page A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria Onoja Joan Egbe (Mrs) Bsc(Ed) Econs, Msc Econs Principal Lecturer College of education,ekiadolor-beninnigeria Abstract: This study examines the dynamic effect of capital flight on the real exchange rate of the naira. Specifically this study seeks to investigate if a long-run relationship exists between real exchange rate and capital flight in Nigeria. This will be done using quarterly time series data covering the period 1981 to 2009. In this process the short-run dynamics of the interactions between the two variables will be analyzed. I. Introduction Over the years, concerns have been expressed about the magnitude, causes and consequences of capital flight, not least because the lack of financial resources for appropriate economic development has pushed Nigeria and most other Sub-Sahara Africa (SSA) countries into external borrowing to augment domestic resources in their quest for economic growth. According to Lawson (2007), capital flight from developing countries including Nigeria not only aggregates the shortage of resources for development; it indirectly leads to a decline in domestic investments as well as a reduction in the potential tax receipts of the government. The sluggish growth and persistent balance of payment (BOP) deficits in most developing countries, despite private transfers and long term capital inflows, have been attributed to capital flight (Ajayi, 2000). Growth is reduced partly because investment has been diverted abroad and also because necessary imports are limited by the foreign exchange drain from both the flight itself and the fact that earnings on such assets are often not repatriated (Pastor, 1990). These conditions apparently raise questions especially with regards to the effects of capital flight on the value of the domestic currency abroad. This is because the general macroeconomic effects of capital flight attained above often have the tendency of pushing down the exchange rate of a currency. Indeed Obadan, (2006) argued that some of the factors that led to the depreciation of the Nigerian exchange rate include weak production base, import dependent production structure, fragile export base and weak non oil export earnings, expansionary monetary and fiscal policies, inadequate foreign capital inflow, excess demand for foreign exchange relative to supply, fluctuations in crude oil earnings, unguided trade liberalization policy, speculative activities and sharp practices (round-tripping) of authorized dealers, over-reliance on imperfect foreign exchange market, heavy debt burden, weak balance of payments position and capital flight. This study is very important because the Nigerian exchange rate has continued to depreciate against the American dollar since the 1980s, particularly following the deregulation of the foreign exchange market. Besides, the instability in the exchange rate has far reaching implications such as high rates of inflation and unemployment, declining investment, low production and low competitiveness of exports, balance of payments disequilibrium, inefficiency in resource allocation and low standard of living, to mention just a few. Thus, examining factors that determine real exchange rate movement becomes very important. It is argued that if massive outflow of capital from Nigeria can be checked the search for foreign exchange through means like borrowing would be limited and the real exchange rate would be stabilized. II. Empirical Literature Many scholars have conducted empirical research in order to examine factors that influence the movement of the exchange rate. For instance, Faulkner and Makrelor (2008) used the single Engel Granger techniques to examine the drivers of the manufacturing equilibrium exchange rate over the period 1995 to 2006 in South Africa. The authors’ results showed that unit labor cost, productivity, government expenditure and openness are the main drivers of the manufacturing exchange rate. Frankel (2007) revealed that real exchange rate is positively related to terms of trade, real interest differential and lagged real exchange rate. However, capital account liberalization, risk premium and per capita income have negative effects on real exchange rate. Yu Hsingh (2006) empirically examined the determinants of short term real exchange rates for Venezuela. The author confirmed that government deficit has positive effect on exchange rate, while broad money supply, world interest rate, county risk, and the expected rate of inflation have negative impact on exchange rate. The author suggested that, authorities should avoid fiscal indiscipline in order to prevent the exchange rate from real appreciation since it will check the country’s exports from declining.
  • 2. A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria DOI: 10.9790/5933-06123135 www.iosrjournals.org 32 | Page Petersoon (2005) investigated the variables that affect exchange rate movements in Sweden, the United Kingdom and Japan against the US dollar for the period of 1995 to 2004. The results indicate that interest rate differential is statistically significant in explaining changes in exchange rate in the three countries. In addition, interest rate has negative effect on exchange rate in Sweden and the United Kingdom. However, the influence of money supply, industrial production and inflation differential on exchange rate varies between the countries. Odedokun (1997) studied a group of 38 African countries, by examining the impact of macroeconomic policies, devaluation and fundamentals on real exchange rate movement. The author found that public sector fiscal deficits, growth of domestic credit, domestic absorption-GDP ratio, government consumption-GDP ratio, private consumption-GDP ratio, improvement in terms of trade, income per capita and black market exchange rate premium lead to real exchange rate appreciation. On the contrary, devaluation, investment-GDP ratio, consumer-wholesale price ratio in trading-partner countries and economic growth in industrial countries result in real exchange rate depreciation. Drine and Rault (2003) analyzed the main determinants of the real exchange rate in the Middle East and North Africa (MENA) countries. The authors’ findings illustrate that output per capita, government consumption, real interest rate differentials, and the degree of openness of the economy influence the real exchange rate. In Zambia, Beatrice (2001) employed a co-integration technique to investigate the long-run determinants of real exchange rates for imports and exports and of the internal real exchange rate. The results showed that real exchange rate for imports is affected by terms of trade, government consumption, and investment share. Moreover, terms of trade, central bank reserves and trade taxes have long-run impact on the real exchange rate for exports. It was also found that terms of trade, investment share and the rate of growth of real GDP have long-run effect on the internal real exchange rate. Lastly, foreign aid and openness have short- run influence on the real exchange rate indices. Macdonald and Ricci (2003) found that terms of trade, real interest rate differential, net foreign assets, and GDP per capita have positive influence on real exchange rate in South Africa. On the other hand, the degree of openness and overall fiscal balance has negative impact on real exchange rate. Speller (2006) investigated the exchange rate determinants in the industrialized commodity currency economies. The results illustrate that the price of the commodity exports was an important determinant of the real exchange rate in the group of countries studied. In Angola, Takaendesa (2006) confirmed that terms of trade, real interest rate differential, domestic credit, openness and technological progress have long-run impact on real exchange rate. Overall, terms of trade, domestic credit and openness have significant influence on real exchange rate in the short-run. While terms of trade and domestic credit have both short-run and long-run effect on real exchange rate. Gelbard and Jun Nagayssu (2004) examined the determinants of Angolas’ real exchange rate. They found that the most important determinants of real exchange rate are oil prices and foreign interest rate. However, their results did not support the argument that monetary growth influences exchange rate. Thus, they advised that a flexible exchange rate is more appropriate than a fixed exchange rate regime. The econometric result of Aron et al (1997) is indeed revealing. Firstly they showed that capital flows lead to exchange rate appreciation. Secondly trade openness, government expenditure; non-gold terms of trade and real price of gold have both short-run and long-run effects on real exchange rate. That is, more openness, worsening terms of trade and reduced capital flows lead to real depreciation. However, unsustained government expenditure results in exchange rate overvaluation. Moreover, nominal devaluation has a significant negative effect on the real exchange rate, while the lagged nominal devaluation has a significant positive effect on real exchange rate. Furthermore, excess domestic credit supply has a significant positive influence on real exchange rate, thus increases in domestic credit supply lead to exchange rate appreciation. Lastly, lagged growth differentials have positive and significant impact on real exchange rate. In Nigeria, Obadan (2006) reported that, whereas improvement in terms of trade leads to appreciation in nominal exchange rate, increases in net capital inflows result to real exchange rate appreciation. Furthermore, increases in monetary aggregates lead to real exchange rate depreciation. Olomola and Adejumo (2010) examined the effect of oil price shock on output, inflation, the real exchange rate and the money supply in Nigeria using quarterly data from 1970 to 2003. The VAR method was employed to analyze the data. The findings were contrary to previous empirical findings in other countries; oil price shock does not affect output and inflation in Nigeria. However they did find that oil price shocks do significantly influence the real exchange rates. The implication is that a high real oil price may give rise to wealth effect that appreciates the real exchange rate. This may squeeze the tradable sector, giving rise to the “Dutch Disease”. Quite a number of factors have been identified in the literature as accounting for citizens’ decisions to reallocate their wealth abroad. Among other reasons, political factors, macroeconomics mismanagement and policy distortions serve as incentives for residents to take their assets out of the country (Onwioduokit, 2001). For Nigeria specifically, Ajayi (1992) and Ojo (1992) identified factors such as level of foreign exchange
  • 3. A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria DOI: 10.9790/5933-06123135 www.iosrjournals.org 33 | Page reserves, changes in exchange rates, growth rate of the economy, real interest rate differentials, changes in inflation rates, financial repression, fiscal balance and external loan disbursement. Cuddington (1987) identified disbursement of new loans to developing countries as an additional cause. Other causes can be exchange rate misalingnment, financial sector constraints and/or repression, fiscal deficits, and external incentives. III. Methodology And Model Specification In this study, the co-integration and Error Correction Methodology (ECM) will be used. Co-integration analysis investigates the long-run properties of the adopted relationship while the ECM estimates the short-run dynamic model. The model specifies real exchange rate (RER) as being determined by the rate of capital flight from Nigeria (CAPF) the effect of SAP, proxied by a SAP dummy (SAPD), the level of openness of the economy (OPN), inflation rate (INFL) and foreign exchange reserves (RES). Thus, the ECM is represented as: ∆RER1=α1+ α2∆CAPF1+ α3∆TOPN1 + α4∆INFL1 + α5∆RES + α6SAPD +βECMt-1 + £1 Where α1-6 = Parameters to be estimated β = Error correction term £1 = Stochastic term RER = and RER = Real naira to US dollar exchange rate CPI = Nigeria’s domestic price index NER = Nominal exchange rate Capital flight is measured using the World Bank Method as outlined in Lawanson (2007). CAPFt = FDit + ∆Debut – (CADt + TRESt) Where FDI = Foreign Direct Investment DEBT = External Debt Stock CAD = Current Account Deficit TRES = Total External Reserves Given the above model and defined variables the study would determine the expected negative impact of capital flight on real exchange rate and also find out if a long-run relationship exists between them. IV. Presentation And Analysis Of Result In this section, the results of the error correction model that was specified in the previous section is presented and analyzed in order to draw out the empirical implication of the study. In order to perform this investigation, certain procedures are followed. First, the test for stationarity of each of the data series is carried out This is necessitated by the fact that most economic time’s series are time dependent (Iyoha, 2004). Moreover, it has been postulated that when these series are differenced, the time dependence can be eliminated and an estimated relationship among the variables would be spurious. The second direction of the analysis is to test whether the groups of time series move together in the long-run (i.e cointegration test). Finally, the error correction model, which shows the dynamic short-run behavior of the dependent variable, is estimated and evaluated. V. Unit Root Test For Variables The Augumented Dickey Fuller (ADF) test is used for the test for unit roots in each of the variables. Indeed, if a non-stationary time series (in levels) becomes stationary after first difference, it is said to possess a unit root. Table 4.1: Result Of The Adf Unit Root Test (First Difference) Variables ADF Test 95% Critical Order of Integration Statistic ADF value DREXRT -33 -2.985 1(1) DCAPF -3.216 -2.985 1(i) DRES -2.960 -2.985 1(0) DTOPEN -4.741 -2.985 1(1) DINFL -4.899 -2.985 1(1) The ADF result presented above does not take into consideration the trend variables since trend in the series has not been proven. The results obtained provide strong evidence that all the time series in their first
  • 4. A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria DOI: 10.9790/5933-06123135 www.iosrjournals.org 34 | Page difference are stationary, except that of reserves. We have also decided to include the reserve variables since its ADF value is quite close to the critical value. Thus, we accept the hypothesis of the existence of unit roots for each of the variables. VI. Cointegraton Analysis Since the variables are all integrated of order one, there are strong reasons to believe that common long-run properties exist among them. The cointegration test is carried out by first running a model with REXRT as dependent variable and obtain the resulting residuals. These residuals are then tested for unit roots. Variable ADF lag ADF Test 95% Critical Remark Statistic value Residual 2 -3.305 -5.380 Non-Stationary From the result shown above, the ADF statistics of the residuals is less than the 95% ADF value. This means that the residuals are not stationary. In that case, is seen that the series do not move together in the long- run. Any destabilization in the short-run may not be self-corrected overtime since the system does not have any pattern of coordination in the long run. VII. The Error Correction Model The representation of the ECM is presented in table 3 below; the parsimonious representation was chosen using the R-Bar squared criterion, where the equation with the highest R-Bar squared is selected The Re-squared of the model is quite high and shows that over 67 percent of the short run behavior of real exchange rate is captured by the four explanatory variables and the dummy and ECM. This impressive goodness of fit outcome of the model is also confirmed by the highly significant F-statistics which passes the test at the 1 percent level. This shows that a significant short-run relationship exists between real exchange rate and the independent variables. Considering each of the coefficients of the explanatory variables, it is seen that all the coefficients have the expected signs in accordance with aprior determination, except that of the SAP dummy, moreover, only the coefficient of the one period lagged inflation is significant, suggesting that the real exchange rate responds to inflationary movements with a delay of one period. Also, the effect is positive; a rise in inflation would cause the exchange rate to depreciate. The variable of interest, CAPF is not significantly different from zero, even at the 10 percent level. This shows that in short-run, the real exchange rate does not respond to capital flight. Rather other factors such as domestic price level drive the real rate of naira exchange to other currencies. Moreover, the error term is negative and highly significant at the 5% level. This reveals that short-run deviation of real exchange rate equilibrium can be effectively restored to its steady state level in the long run. The DW statistics value of 2.23 also indicates absence of autocorrelation in the model. VIII. Summary And Conclusion Capital flight has become a worrisome phenomenon in the Nigerian economy. Apart from its effects on domestic’s investment and capital formation, there are other effects on the external sector of the economy. This study attempted to investigate the effect of capital flight on the real exchange rate of the naira by using an error correction specification. One issue that challenges studying on capital flight is the actual measurement of capital flight. This study used the basic measurement as suggested by the World Bank. The result from the estimation procedure revealed that though there is a dynamic short-run behaviour exchange rate with respect to capital flight (and the other variables), a long-run relationship does not exist. Moreover, the results also showed that capital flight from Nigeria does not have a dynamic impact on the real exchange rate, rather the exchange rate responds to the domestic price level.
  • 5. A Dynamic Analysis of the Impact of Capital Flight on Real Exchange Rate in Nigeria DOI: 10.9790/5933-06123135 www.iosrjournals.org 35 | Page It is therefore recommended that in pursuing a stable external value of the naira, attention should not be focused o the capital flight, but rather on ensuring domestic price stability. In the same vein, long-run policies to determine the real exchange rate may not include the level of capital flight from Nigeria. References [1]. Balogun, E.D (2007), “Effects of Exchange Policy on Bilateral Exports Trade of WAMZ Countries”, Munich Personal Repel Archive (MPRA) Paper No. 6234. [2]. Imed Drine and Christopher Rault (2003), “Long-Run Determinants of the Real Exchange Rate for MENA Countries”, Journal of International Advances in Economics Research, Vol. 9, No.1. Cited at [3]. http://www.springerlink.com/content/112112/?p=3d68efb2e1904299866e01eb8d640b09&pi=0Juraj [4]. Stancik (2006), “Determinants of Exchange Rate Volatility: The Case of New EU Members”, CERGE-EI Discussion Paper No. 2006-158. [5]. Lawanson, A. O. (2007), “An Econometric Analysis of Capital Flight from Nigeria: A Portfolio Approach” AERC Research Paper 166 African Economic Research Consortium, Nairobi, May 2007. [6]. MacDonald, R. and L. Ricci (2003), “Estimation of the Equilibrium Exchange Rate for South Africa”, IMF Working Paper, WP/03/44. [7]. Obadan, M.I (2006), “Overview of Exchange Rate Management in Nigeria from 1986 to Date”, In The Dynamics of Exchange Rate in Nigeria, Central Bank of Nigeria Bullion, Vol. 30, No. 3, pp. 1-9. [8]. Takaendesa, P. (2006), “The Behaviour and Fundamental Determinants of Real Exchange Rate in South African”, A Masters Thesis Submitted to Rhodes University, South Africa. [9]. Yu Hsing (2006), “Determinants of Exchange Rate Fluctuations for Venezuela: Application of an Extended Mundell-|Fleming Model”, Journal of Applied Econometrics and International Development, Vol.6, No. 1. Cited at Http://ssrn.com/abstract=1240592