- MONEY SUPPLY DETERMINATION IN NIGERIA
- THE IMPACT OF MONEY SUPPLY ON ECONOMIC GROWTH IN NIGERIA (1970-2007)
- AN INVESTIGATION INTO THE RELATIONSHIP BETWEEN COMMON STOCK PRICES AND THE SUPPLY OF MONEY IN NIGERIA
- IMPACT OF INFORMATION TECHNOLOGY ON THE SUPPLY FUNCTION OF AN ORGANIZATION (A CASE STUDY OF NIGERIA BREWERIES (NB) PLC)
- MANAGEMENT AND OPERATIONAL PROBLEMS OF RURAL WATER SUPPLY IN NIGERIA (A CASE STUDY OF WATER CORPORATION)
- THE EFFECT OF PURCHASING AND SUPPLY ACTIVITIES IN CONSTRUCTION INDUSTRY (A CASE STUDY OF HARTLAND NIGERIA LTD, AUCHI)
- DETERMINATION OF THE LEVEL OF ETHANOL IN ALCOHOLIC BEVERAGES PRODUCED IN NIGERIA AS AN INDICATION FOR SAFETY STANDARD
DETERMINATION OF MONEY SUPPLY IN NIGERIA
Money supply is one of the important macroeconomic variables. The control of money supply is an essential tool in conducting monetary policy within the monetary targeting framework. The success of monetary policy critically depends on the controllability the monetary authority has over money supply.
In view of this, this research work aimed at identifying the variables that determine money supply in Nigeria, specifies the correct relationships between these variables and money supply as well as to provide statistical evidence vis-a-vis the relationship in Nigeria, and also examines the most current important issues and questions in Nigerian money supply determination. Thus, the thesis lays emphasis in monetary policy as well as the viability of money supply and its determination in Nigerian economy. The period covered is 1983 to 2008.
In the course of determining the relationship, the study applied the econometric technique- Ordinary least squares Estimates (O.L.S.E), Error correction model (E.C.M) to time series data. More so, correlation matrix, percentage proportion and co-integration technique using, the unit root and granger causality test is used to verify the stationarity of the time series in order to avoid analyzing inconsistent and spurious relationship in the model, thus, ascertain whether past value helps to explain current value.
From the regression result, it was found that all the variables put forward i e money supply in the last period, domestic credit to public sector, domestic credit to private sector, net foreign assets and net of other items were significant in explaining money supply determination in Nigeria. By implication, Using Standard Granger Causality test, this study demonstrates that money supply in Nigeria for the period 1980-2003 is not exogenously determined.
TABLE OF CONTENT
Table of Content vi
List of Table / Figure ix
1.0 Introduction 1
1.1 Statement of Problem 12
1.2 Motivation and Objectives of the Study 13
1.3 Significant of the Study 15
1.4 The Scope of the Study 16
1.5 Research Questions 17
1.6 Hypotheses 18
1.7 Method of Data Collection 18
BACKGROUND AND ISSUES TO MONEY SUPPLY DETERMNATION
2.0 Introduction 19
2.1 Three Competing Models of the Money Supply 22
2.1.1 The Portfolio Choice Money Multiplier Models 22
2.1.2 A Pure Loan Demand Model 25
2.1.3 A Mixed Portfolio-Loan Demand Model. 29
2.2 The Nigerian Experience 35
3.0 Introduction 60
3.1 General Review on the Definition of Money Supply 60
3.2 General Review on Money Supply Determination 68
3.3 Practical Evidence from Nigerian Economy on Money Supply Determination 78
3.4 Theoretical Review on Money Supply And
Economic Growth 85
3.5 Theoretical Review on Monetary Policy Transmission Mechanism 94
3.6 Financial Sector Development and
Economic Growth 102
ANALYTICAL FRAMEWORK AND METHODOLOGY
4.0 Introduction 107
4.1 Analytical Framework 109
4.1.1 Technique of Monetary Control 112
18.104.22.168 Public Sector Domestic Credit (Ndcg) 113
22.214.171.124 Private Sector Domestic Credit 114
126.96.36.199 Net Foreign Assets (Nfa) 115
188.8.131.52 Net Other Items (Oa1) 116
4.2 Methodology 116
4.2.1 Model Specification 117
4.2.2 Data Source 121
4.2.3 Data Processing 121
DATE PRESENTATION AND ANALYSIS
5.0 Introduction 123
5.1 Presentation of Data 123
5.2 Correlation Matrix Result 123
5.3 Percentage Composition of Money Supply (M2) 124
5.4 Time Series Properties 126
5.4.1 Unit Root Analysis 127
5.4.2 Augmented Dickey-Fuller (ADF)
Test for Unit Root 127
5.4. 3 Co-Integration Test and Results 129
5.4.4 Granger Causality Test 130
5.4.5 Parsimonious Error Correction Model 132
5.4.6 Interpretation of Empirical Result 134
5.4.7 Test for Sterilization 137
5.5 Policy Implication Of Results 139
SUMMARY, CONCLUSION AND RECOMMENDATION
6.0 Introduction 141
6.1 Summary 141
6.2 Conclusion 143
6.3 Recommendation 146
LIMITATION OF THE STUDY 152
LIST OF TABLE / FIGURE
LIST OF TABLE
3.1 Proportion of Monetary Control in Nigeria 84
3.2 Trend of Selected Monetary and Economic Aggregate 90
4.1 Selected Indicators of Money Supply
Management in Nigeria 109
5.2 Summary of Correlation Matrix Result 124
5.3 Percentage Composition of Money Supply (M2) 126
5.4.2 ADF Test for Unit Root 128
5.4.3 Johansen Test for Co-Integration 129
5.4.4 Pairwise Granger Causality Test 131
5.4.5 Result of Parsimonious Error Correction Model 133
5.4.7 Result of Sterilization Test 138
LIST OF FIGURE
5.4.6 Money Supply (Mst) Function 137
5.4.7 Sterilization (DCp) Function 139
Money supply mechanism has been receiving increasing attention than any other subject matter in the field of monetary economics in recent years. Because of the importance of money supply via monetary policy in achieving macro-economic objectives of nations (developed and developing), persistent concern has always been given among monetary economists including Ajayi (1972), Mckinnon (1973), Shaw (1973), Oyejide (1974), Fry Mathieson (1980), Ojo (1993), Ghatak (1995), Odedokun (1996), Levine (1997), Tomori (1984) ,Asogu (1998) , Ogun and Adenikinju (2004), and Owoye and Onafowora (2007) to the process of money supply and its determination.
The control of money supply is an important policy tool in conducting monetary policy within the monetary targeting framework. The success of monetary policy critically depends on the degree of controllability that the monetary authority has over money supply. The implicit assumption is that the central banks can determine the growth of money supply, and the level of money stock is the product of two components: the monetary multiplier and the monetary base. The monetary base is the quantity of government-produced money. It consists of currency held by the public and total reserves held by banks. Doguwa (1994).
According to Bhole (1987), Monetarists in general, argue that the monetary authorities can exercise effective control over the stock of money while the non-monetarists on the other hand, hold that the determination of stock of money is part of the simultaneous solution for all variables in the financial and real sectors of the economy. He further states that apart from policy action by the central banks, money stock is determined by the behaviour of the public in various asset and commodity markets. Opposing such non-monetarist arguments, the monetarists argue that the behavioural patterns of the public and the banking system are stable and predictable enough to permit the monetary authorities to control the stock of money. While such opposing views have been widely debated, empirical evidence on the issue is critical to conducting monetary policy in practice.
Akhtar, (1997) and CBN, (1995), opine that monetary policy influences the level of money stock and/or interest rate, i. e. availability, value and cost of credit in consonance with the level of economic activity. Macroeconomic aggregates such as output, employment and prices are, in turn, affected by the stance of monetary policy through a number of ways including interest rate or money; credit; wealth or portfolio; and exchange rate channels
However, Akinnifesi and Philllip (1978), in their effort, to examine the determinants and control of money stock in Nigeria, argue that, monetary authorities apply discretionary power to influence the money stock and interest rate to make money either more expensive or cheaper depending on the prevailing economic conditions and policy stance, in order to achieve price stability. This is why Wrightsman (1976), concludes that monetary policy is nothing but a deliberate attempt to control the money supply and credit conditions for the purpose of achieving certain broad economic objectives. In general, most monetary authorities or central banks have been saddled with controlling inflation, maintaining a healthy balance of payments position to safeguard the external value of the domestic currency and promoting economic growth.
While attempting to identify the appropriate definition of money in Nigeria, Ojo (1978) adopted Chetty’s theoretical approach with the use of 1961-79 data and found that the wider definition of money is more appropriate when measuring national income in the Nigerian economy. Uchendu (1997) however, in an attempt to establish a relation between monetary base and money supply defines money supply from the Central Bank balance sheet accounting framework as (M1) is the sum of currency in circulation C, and deposits D. Thus, M1= C+D, and from the broader definition M2 = C+D+TD, where TD = time deposit
More so, Nnanna, (2002) and Ojo, (2001) in the process of identifying the assets and liabilities of the financial sector, define money supply (M2) which is the expanded of narrow measure of money (M1) to include time and saving deposits at the money banks (DMBs) which is also term Quasi-money (QM) which are not directly useable as a means of payment but can in practice be converted into generally acceptable means of payment. Thus, M2 = M1 + QM
In general terms, money supply could be defined as comprising narrow and broad money. The narrow money (M1) includes currency in circulation with non-bank public and demand deposits or current accounts in the banks. The broad money (M2) includes narrow plus savings and time deposits as well as foreign denominated deposits (CBN, 2010).
However, Ogunmuyiwa and Ekone (2010), in analyzing the relation between money supply and economic growth, opined that the broad money measures the total volume of money supply in the economy. Thus, excess money supply (or liquidity) may arise in the economy when the amount of broad money is over and above the level of total output in the economy. They further stress that the need to regulate money supply is based on the knowledge that there is a stable relationship between the quantity of money supply and economic activity that if its supply is not limited to what is required to support productive activities, it will result in undesirable effects such as high prices or inflation
Oyejide (2004), stresses the importance money supply in the study of inflation and its effect on aggregate demand. Availability of money makes demand effective i.e. it enable such demand to be translated to reality. But if production level in an economy cannot sustain the level of aggregate demand. The excess demand will bid up general price level thereby bringing about inflation. Hence, the need to maintain suitable balance between this is done to provide for easy analysis.
Government aspiration towards the achievement of broad economic objectives could be pursued by means of monetary policy strategy among others. Monetary policy refers to a combination of measures designed to regulate the value, supply and cost of money in an economy, in consonance with the expected level of economic activity Nnanna, (2001). Some other theorists refer to monetary policy in terms of the central bank actions to influence and/or target some measures of the money stock. However, the definition of monetary policy often incorporated in theoretical models focus more on the measure of high powered liabilities of the central bank. This definition was the foundation of the monetarist revolution in the 1960s and 1970s (Rasche and Williams, 2007: 447).
In another strand, monetary policy is perceived as the high powered liabilities of the central bank. Such proponents ordinarily refer to monetary policy as the central bank actions to influence and/or target short-term interest rates or nominal exchange rate. However, Sargent and Wallace (1975) have contended that in a model with “rational expectations”, the price level (and all other nominal variables) could be indeterminate if the central banks set targets for nominal interest rates, because the economy would lack a “nominal anchor”. McCallum (1987) advanced the argument and showed that an appropriately defined interest rate rule which include a “nominal anchor” would avoid such indeterminacy.
In the US, in the early years of Greenspan, interest rate rules that include a 'nominal anchor' in the form of a desired or target inflation rate became the basic specification of 'monetary policy' in theoretical discussions. These various definitions of monetary policy are influenced in part by developments in monetary theory and in part by interpretations of monetary history. Thus, the changing role by the definition of monetary policy is but something of a moving target. Rasche and Williams (2007:448).
In the last three decades the discourse on the effectiveness and role of monetary policy is still a major debate in macroeconomics. The risk of 'monetarism' subsequent to the works of Friedman and Schwartz (1963); Anderson and Jordon (1968); Meltzer (1976 and 2003) have presented several planks. Firstly, some monetarists contend that sustained inflation was a monetary phenomenon and that central banks should be held accountable for maintaining price stability. The contention here is that central banks should control the stock of money in the economy rather than focus on targeting short-term nominal interest rates as a mechanism to achieve long-run inflation objective. (The reason for this is that, in a fiat money economy, the money stock provided the nominal anchor for the system (Rasche and William, 2007).
There are some other monetarists from the above group who equally believed that inflation control was not the only concern of the monetary authorities. Anderson and Carlson (1970) viewed monetary policy as having significant effects on short-run fluctuations in real output, though it does not affect long-run output growth. Meltzer (1976, 2003) among others believe that monetary policy was responsible for the historical cyclical fluctuations in real output.
In the 1970s and early 1980s, macroeconomics witnessed the plantation revolution of the “rational ineffectiveness proposition” of the New Classical Macroeconomics. Some common works during this era were Sargent and Wallace (1975); Fischer (1977); Taylor (1980), among others. The initial interpretations of the rational expectations paradigm were that, if expectations are rational, they would render monetary policy ineffective in influencing real output both in the short-run and long-run. Thus, monetary policy has no role in output stabilization. Further demonstration eventually revealed that it was the interaction of the rational expectations and perfectly flexible wages and/or prices assumptions that generated the “policy ineffectiveness proposition”. This integration of ideology saw an emergence of a new thought known as the “New Keynesians”. The popularity of the New Keynesian models has eventually eroded the monetarist tenets of how monetary policy affects economic activity. Money in this cycle is less often spoken about especially when included in the discourse on “inflation”. King (2002) equally cited in Rasche and Williams (2007:449) notes that:
“There is a paradox in the role of money in economic policy. It is this: that as price stability has become recognized as the central objective of central banks, the attention actually paid by central banks to money has declined” (p. 162).
The implication of this is that although monetary policy is essential in economic growth and development process of modern economies, its role in macroeconomic policy objective is becoming more passive. This is because its fundamental role has been streamlined to price stability and in recent times inflation targeting.
In contemporary literature and policy discussions, on some economies (New Zealand, Norway, Switzerland, Thailand, UK, Chile, Hungary, Colombia, Canada, etc), more attention is given to the role of an inflation objective in a central bank 'policy rule' as the nominal anchor. This constitutes the basis of the discussion on inflation targeting. Inflation targeting is a framework for policy decisions in which the central bank makes an explicit commitment to conduct policy to meet a publicly announced numerical inflation target within a particular time frame (Egbon, 2006).
As so far reported in the literature on inflation-targeting, a number of inflation targeting countries as listed above have recorded effectiveness in their monetary policy and that central banks that have announced explicit numeric inflation objectives have been quite effective in achieving the stated inflation stabilization objective (Rasche and Williams, 2007); however, this is not without some problems in the implementation.
In Nigeria, the Central Bank of Nigeria (CBN) is the sole monetary authority. Its core mandate is to promote monetary and price stability and evolve an efficient and reliable financial system through the application of appropriate monetary policy instruments and systemic surveillance. The 1958 Act establishing the Central Bank of Nigeria gave it the following specific functions (which have endured in the 2007 CBN Act):
· issuance of legal tender currency notes and coins in Nigeria;
· maintenance of Nigeria's external reserves;
· safeguarding the international value of the currency;
· promotion and maintenance of monetary stability and a sound and efficient
· financial system in Nigeria; and
· Acting as banker and financial adviser to the Federal Government.
According to Omotor, (2007), embedded in these objectives are two separate but highly related roles: A developmental role and financial surveillance (stability) role. The roles demand, among others, that the CBN focuses on both price stability and growth. In order to ensure the realization of the goals of price stability and economic growth, the CBN deploys its monetary policy instruments in such a way as to ensure optimality in inflation and growth outcomes. It follows, therefore, that the efficient conduct of monetary policy is a major responsibility of the Central Bank of Nigeria. This is also true of most central banks.
Monetary policy therefore, involves the adjustment of money stock, to influence the level of economic activity and inflation in a desired direction Teigen, (1995). It is a combination of measures designed to regulate the value, suppliers and the cost of money in an economy in line with the expected level of economic activity Ojo, (1992). Monetary policy is construed to be actions by the monetary authorities to influence the national economic objectives by controlling or influencing the quantity and direction of money supply, credit and the financial accommodation for growth and development programmes, on the one hand, stabilizing various sectors of the economy for sustainable growth and developments, on the other hand.
Monetary policy is also defined by Johnson (1962) as policy employing the central bank’s control of the money supply as an instrument for achieving the objectives of economic policy. Similarly, from a synthesis of most of the literature and in the context of the Nigerian situation, Ubogu (1985) defines monetary policy as an attempt by the monetary authorities to influence the level of aggregate economic activities by controlling the quantity and direction of money and credit availability.
An issue which has occupied the minds of governments for decades is the effectiveness of monetary policy in influencing economic variables, and money supply is a key variable to the understanding of monetary policy and its effectiveness. The majority of studies on finance in Less Developed Countries (LDCs) have concentrated on long or medium-term issues, but studies on short-term issues of money and finance have been sparse. Empirically-oriented studies in this area have been hampered by the lack of concrete information and data (Fakiyesi, 1999). Moreso, in Nigeria, research in the area of monetary policy especially on money supply determinants have been minimal when compared with the efforts into other components of the financial sector such as financial reform, trade liberalization and exchange rate. Even when research is available on money supply, the emphasis has been on the portfolio, stability, and mechanism of money supply.
Ajayi (1972), in a critique, examines the money multiplier Approach to money supply determination. In a related issue, Ajayi and Ojo (1981), analyze money supply in Nigeria, and specified behavioural model that exist among the money stock, high-powered money and money multiplier. Tomori (1984), among other issues, examines the proportion of money stock in Nigeria that is accumulated by the Central Bank. Uchendu (1997), investigates the relationship between money supply and base money in Nigeria, and tends to explain the stability of the relationship. More so, Doguwa (1994), analyses the stability of money multiplier in Nigeria by comparing the explanatory powers of the regression of the growth of money stock on the monetary base. While, the CBN’s Research Department (1990, 1991), Oriesotu (1993), Oke (1993, 1994), tend to articulate theoretically, the basis for the operation of the indirect method of monetary control in Nigeria, Akinnifesi and Phillip (1978) and Oriesotu (1993), examine the implication of the indirect approach on monetary stock control in Nigeria. Ogun and Adeenikinju (2004), investigate and analyze the process of money supply mechanism in Nigeria. Equally, efforts have been made to investigate the impact of the impact of money supply on economic growth in Nigeria, Ogunmuyiwa and Ekone (2010).
It is also well-known that in less-developed countries, there is a tendency to predicate monetary and financial policy on models are which are in the spirit of the money multiplier analysis (Taylor, 1974; Coats and Khatkhate, 1978; Ajayi, 1981 and Fry, 1978). This is in spite of the fact that when policies are predicated on such models, they do not reflect the true structure and process of money supply in these countries. These models tend to misrepresent; therefore the true nature and process of money supply and thereby likely to mislead policymakers. It is therefore with this background in view, that this study is undertaken.
1.1 The Statement of the Problems
An understanding of the potency of monetary policy and transmission mechanism of the aggregate money is very important to the success of monetary policy. An efficient implementation requires policy makers to know the direction the policy could take to impact on the macro economy and the time lag of the impact. Key policy issues in the current policy framework arise. For example, do changes in reserve money actually lead to change to money broadly defined (M2) and/or inflation? If so, how long do these changes take to impact inflation? Thus inflation would then aid policy maker to know which instrument are useful and which time horizon should be used to target inflation.
Conducting monetary policy is a difficult task since it affects the economy with a lag. Achieving goals requires some ability to peep into the future. Consequently, decision makers should make forecast to assist in policy formulation. To conduct this forecast, most central banks take a number of variables into account. An aspect of this thesis attempts to evaluate the information content of monetary aggregate used by the central bank of Nigeria to target inflation and other key variables such as interest rate, domestic dept and exchange rate, which have the potential of being useful indicators of inflation. The more open the economy, the greater the importance of the exchange rate in the policy process and the more important this variable becomes as an optional policy tool.
Thus, the very nature of economic activity in Nigeria gives room for so many questions and problems that beg for urgent attention.
There is inflationary acceleration in money supply in the country.
There is unstable general price level which is always moving up
There is high level of unemployment in the country
There is wide gap between saving rate and interest rate which is not encouraging savings as well as deterring borrowing.
The level of economic activity in the country coupled with the global financial crisis show that there are plethora problems in the economy Thus, there is need for effective monetary policy vis-à-vis the estimation of money supply, which is an unavoidable task of Economists.
1.2 Motivation and Objective of the Study
In addition to the arguments in the concluding part of introduction section above, the desirability of a sound micro-economic foundation for macro-economic policy has assumed increasing importance in recent times. In order to provide a solid foundation and to allow monetary policy to be conducted to the best advantage of a given country, it is necessary to develop a satisfactory model of money supply. Such a model would be an indispensible tool for understanding the working of monetary transmission mechanism in the economy. Such model may also act as a prerequisite for understanding better the workings of the financial sector, especially as it reflects the role of the sector within the economy in general and the importance of money supply and other financial variables in particular.
The aim of this study is to look at the factors that affect money supply in the Nigeria context and also examine the most current important issues and questions in the Nigeria money supply determinations. The primary purpose of this study is to critically examine the supply of money in Nigeria in the period 1983 – 2008 and also identify the variables at play in determining money supply in the Nigeria economy. Thus, the research work lays emphasis on the monetary policy as well as the viability of money supply and its determinants in Nigeria economy. The objectives of this research work could be itemized as follows;
· To examine the balance sheet of the central bank of Nigeria (CBN) and the deposit of money banks (DMBs) from 1983 to 2008.
· To consolidate the balance sheet of the financial sector, thus, identify the monetary assets and the liabilities of the financial institutions within the period of study.
· To examine the aggregate domestic credits and establish empirically its impact on money supply within the period of study.
· To determine the causal links between the foreign assets and the monetary aggregates in Nigeria.
· To see whether or not, the transmission mechanism of the monetary policy in Nigeria changed within the period of study.
· To establish empirically, whether or not, monetary aggregates have useful information for forecasting inflation.
· To examine whether or not, the development of financial sector has any significant effect on economic growth.
1.3 Significance of the Study
A lack of understanding of the factors influencing the variables in the money supply determination could lead to so many problems in an economy. More so, the process of money supply on the Less Developed Countries (LDCs) is largely due to the level of development of the institutional and organizational structure of financial sector and to some extent the lack of adequate bases for policy by the authorities. These developed institutional and organisational structures can aid and induce the bases for efficient policy. The prevalence of adequate bases for policy would guide policy-makers on how to improve the system. (see Fakiyesi, 1999, pp. 2 ).
In fact, the quantity of money at any point in time is one of the major variables that affects and determine the level of aggregate economic activity in a nation. Thus, if the factors determining money supply is known and if it is stable, then the economy could be armed with a powerful tools “money supply” with which the monetary authorities can effectively utilize in coordinating, organizing, managing and promoting economic growth. More so, effective monetary policies will help the economy in achieving her target of being the hob of African in terms of financial management and streamlined the economy towards actualizing her vision 2020 dream.
1.4 The Scope of the Study
Though the study seeks to explain and model money supply determination in Nigeria, the empirical investigation is limited to data obtained from 1983 to 2008. This is to make for a critical and appropriate analysis of money supply in Nigeria. Annual data covering the period between 1983 and 2008 was obtained on the variables for relevant analysis. The choice of 1983 as the base year is influence by the military intervention in that year followed by the deregulation of financial sector in 1986. This thesis addresses three related issues linked different aspects of financial sector and monetary aggregate controls.
The component of monetary aggregate (M2) are addressed. This is followed by an evaluation of the information content in the different variable influencing or determining money supply in Nigeria. The remaining aspect, highlight the variables for forecasting and predicting inflation in Nigeria. Thus, we shall try as much as possible to analyze factors that affect money supply determination in the Nigeria context, as well as taking a look at the most current important issues and questions in the Nigerian money supply determination
1.5 Research Questions
The following questions are germane to the issues being investigated in the study.
· Was the balance sheet of the central bank and the commercial banks accurate within the period of study?
· Were the assets and liabilities of financial institutions consolidated within the period of the study?
· Do aggregate domestic credits have any significant impact on money supply?
· What are the causal links between foreign assets and monetary aggregates
· Do monetary aggregates have any useful information for forecasting inflation in Nigeria?
· Does the development of financial system have any significant impact on economic growth?
The following questions are transformed into the following null hypotheses.
· The balance sheet of the central bank and the commercial banks was not accurate within the period of study.
· The assets and liabilities of the financial institutions were not consolidated within the period of study.
· The aggregate domestic credits have no significant impact on money supply.
· There are no causal links between the foreign assets and monetary aggregates.
· Monetary aggregates have no useful information for forecasting inflation in Nigeria.
· The financial sector development does not have any significant impact on economic growth.
1.7 Method of Data Collection
The data that will be used in this work is secondary data obtained from CBN statistical bulletin, financial reviews, international official statistics year book, annual abstracts of statistics and the Nigeria’s principal economic and financial indicators.