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- Nigeria (8)
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- Monetary policy (3)
- Nigerian economy (3)
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- Autoregressive Distributed Lag Model (1)
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Articles 1 - 30 of 33
Full-Text Articles in Social and Behavioral Sciences
Impact Of Aml/Cft Regulations On Digital Disruptions (Fintech) And Financial Inclusion In Sub-Saharan Africa, David Nkang Odu
Impact Of Aml/Cft Regulations On Digital Disruptions (Fintech) And Financial Inclusion In Sub-Saharan Africa, David Nkang Odu
Bullion
Financial Technology is becoming paramount in all financial institutions, being utilized in helping companies manage most of their financial operations efficiently through the use of software and specialized algorithms. The future of finance will shine brightest when it provides standard and valuable services to the society, however this will come with its own merits and demerits. I have prepared this report to carry out a detailed discussion on the impact that the AML/CFT controls have on FinTech and the financial inclusion initiative in sub-Saharan Africa. The AML/CFT controls can be applied more effectively in the formal systems for banking and …
Impact Of Monetary Policy On Inflation Rate In Nigeria: Vector Autoregressive Analysis, Eggon Ahmed Henry, Ajidani Moses Sabo
Impact Of Monetary Policy On Inflation Rate In Nigeria: Vector Autoregressive Analysis, Eggon Ahmed Henry, Ajidani Moses Sabo
Bullion
The Nigerian monetary authorities have implemented several monetary management policies with the aim of achieving price stability and economic growth in the country, but without success. This study was conducted to examine the impact of monetary policy management on inflation in Nigeria during the 1985- 2019. Autoregressive distributed lag analysis was employed on time series data covering the period. It was found that while monetary policy rate and foreign exchange rate impacted negatively on inflation; broad money supply impact positively on it. Therefore, the study recommended that monetary authorities should fix the exchange rate at where the value of Naira …
Impact Of Financial Deepening On Socio-Economic Development In Nigeria: 1991 - 2018, Igonibo Dumoteim Abili
Impact Of Financial Deepening On Socio-Economic Development In Nigeria: 1991 - 2018, Igonibo Dumoteim Abili
Bullion
This study investigates the relationship between financial deepening and socioeconomic development in Nigeria. The specific objectives examined the impacts of broad money supply, private sector credit and financial openness on human development index in Nigeria from 1991 to 2018. Time series data on each of the variables were analyzed using Fully Modified Least Squares and Granger Causality test. The unit root test results revealed that all the variables in the model became stationary after first difference and are all I (1). The cointegration test result revealed that the variables had long run relationships. The cointegrating regression result indicated that broad …
Relationship Between Volatility In Domestic Oil Production, Oil Price And Exchange Rate In Nigeria: Co-Integration And Granger Causality Tests, Bashir Umar Faruk
Relationship Between Volatility In Domestic Oil Production, Oil Price And Exchange Rate In Nigeria: Co-Integration And Granger Causality Tests, Bashir Umar Faruk
Bullion
The paper examines the relationship between volatility in domestic oil production, oil prices, and exchange rate in Nigeria. The study employs monthly time series data, from January 2006 to August 2018. Data for the Nigerian Bonny light oil prices (COP), Domestic Oil Production (DOP) and Exchange Rate (EXC) are obtained from the Central Bank of Nigeria (CBN) website. While, dummy variable (DUM) represents stability and instability in the Niger-Delta oil-rich region was traced from historic oil disruptions in the region. Autoregres s i ve Di s tributed Lag (ARDL)/bound testing method and pairwise granger causality were employed. Unit root test …
The Role Of Agriculture In The Economic Diversification Of The Nigerian Economy: (1980 – 2016), Adamu Hassan Muhammad, Tahir Hussaini Mairiga, Iliya Ayuba Thompson, Usman Ismaeel Bello
The Role Of Agriculture In The Economic Diversification Of The Nigerian Economy: (1980 – 2016), Adamu Hassan Muhammad, Tahir Hussaini Mairiga, Iliya Ayuba Thompson, Usman Ismaeel Bello
Bullion
This study empirically examines the role of agriculture in the diversification of the Nigerian economy, using time series data from 1980–2016. Estimation results using Cointegration and Vector Error Correction Technique indicate that agricultural output has a positive relationship and significant impact with non-oil exports (NOE) and that non-oil revenue has a positive relationship with non-oil exports (NOE). It was recommended that, government should endeavor to increase agricultural productivity by improving its expenditure on the sector so as to enhance the growth of the economy. Government should also increase its non-oil revenue and revive the sector through sufficient budgetary allocation and …
Impact Of Tax Revenue On Economic Growth In Nigeria (1981-2017), Abubakar Biliksu Aliyu, A. A. Mustapha
Impact Of Tax Revenue On Economic Growth In Nigeria (1981-2017), Abubakar Biliksu Aliyu, A. A. Mustapha
Bullion
The main objective of this research is to assess empirically the impact of tax revenue on economic growth in Nigeria, spanning from 1981 to 2017. It employs, time series data obtained from the CBN statistical bulletins, FIRS annual publications and National Bureau of Statistics (NBS) portal. To achieve the objectives of the study, OLS and ARDL techniques were employed to estimate the relationships and the dynamics and longrun effects of independent variables on dependent variable. ARDL bound test revealed that the variables are cointegrated while ARDL long-run estimation indicated that petroleum profit, value added tax and government domestic debt are …
An Adjusted Classical Model For Interest-Free Financing In Nigeria, Abdul Ibrahim, Habibu M-G Salihu
An Adjusted Classical Model For Interest-Free Financing In Nigeria, Abdul Ibrahim, Habibu M-G Salihu
Bullion
This paper examines an interest-free macroeconomic models by adjusting the classical model into an interest-free macroeconomic model as a basis for developing a comparative analysis. The study adopted a descriptive approach by describing the mechanics for obtaining an interest-free macroeconomic model from a prototype western model. It was observed that most Muslims in Nigeria are interested in adopting interest free financing under the western system. This is a reason for converting a western model into an interest-free model.This conversion allows policy-makers to gain useful insight in the process in transition from the western system to the Islamic system. The Islamic …
Leveraging Import Substitution For Economic Expansion: The Case Of Nigeria, Paul Ihuoma Oluikpe
Leveraging Import Substitution For Economic Expansion: The Case Of Nigeria, Paul Ihuoma Oluikpe
Bullion
The objective of this paper is to describe the import substitution policies of Nigeria with a historical and analytical outlook with a view to amplifying its dimensions of impact, and recommending potential options for optimizing policy and implementation. Method The methodology adopted for this paper is descriptive and historical analysis. Comparisons were drawn from various countries policies such as Chile, Brazil, Argentina, Mexico, India, South Korea, and the Philippines and outcomes are highlighted, and then extrapolated to the Nigerian context with a view to understanding the local context in the light of peer country implementation. The results from the implementation …
The Role Of The Central Bank Of Nigeria Analytical Balance Sheet In Monetary Policy Implementation, Salihu Audu
The Role Of The Central Bank Of Nigeria Analytical Balance Sheet In Monetary Policy Implementation, Salihu Audu
Bullion
This paper examines the role of the Central Bank of Nigeria (CBN) analytical balance sheet in the implementation of monetary policy. The Bank currently uses a mix of both quantity-based (monetary base) and price-based (short-term interest rate) nominal anchors. However, irrespective of the targeting regime adopted, both depends on the central bank's ability to manage its balance sheet given the huge fiscal influence on banking system liquidity in Nigeria. Therefore, the paper analyses the various liquidity management operations of the CBN and their implications for the size and structure of the analytical balance sheet.
Firm Survival Of Listed Nigerian Financial Institutions: A Consolidated Methods Approach, Sunusi Garba, Adamu M. Abubakar, Ahmad I. Mohammed, Mohammed S. Damamisau
Firm Survival Of Listed Nigerian Financial Institutions: A Consolidated Methods Approach, Sunusi Garba, Adamu M. Abubakar, Ahmad I. Mohammed, Mohammed S. Damamisau
Bullion
The firm's survival is regarded as an essential element usually used by the capital market participants in making vital decisions. This study examines the combined roles of bankruptcy, earnings management, and profitability in explaining a firm's survival in the listed Nigerian financial institutions. To achieve this, a descriptive research design is adopted and data were generated from databases of the listed companies in the Nigerian Stock Exchange for the period 2006 to 2015. Panel data analysis was employed in analysing collected data of the sampled 29 financial institutions in the Nigerian financial sector. The study found that most of the …
Analysis Of The Determinants Of Money Demand In South Africa: 1990-2019, Ali Kole, Hassan N. Wali, Alhassan M. Idris, Ismail H. Sanusi
Analysis Of The Determinants Of Money Demand In South Africa: 1990-2019, Ali Kole, Hassan N. Wali, Alhassan M. Idris, Ismail H. Sanusi
Bullion
This study estimates real intermediate money demand (RM2) and real broad money demand (RM3) for South Africa from 1990 Q1 to 2019 Q4. The main objective of the study was to explore the relationship between money demand and its determinants in South Africa with specific emphasis on the long-run relationship and stability between RM2, RM3,and their determinants. Auto-regressive Distributed Lag (ARDL) bound test for cointegration model developed by Pesaran (2001) was employed. The results found that both RM2 and RM3 are cointegrated with inflation rate, interest rate, exchange rate,real GDP, and credit to the private sector in South Africa. Credit …
Microfinance Credit And Micro Enterprise Development In The Agricultural Sub-Sector Of The Nigerian Economy, Ademola A. Adebisi
Microfinance Credit And Micro Enterprise Development In The Agricultural Sub-Sector Of The Nigerian Economy, Ademola A. Adebisi
Bullion
This study seeks to examine the relevance of micro financing credit loans to Agri-business in Lagos State, Nigeria - the development of Agricultural sub-sector centering the attention to the contribution of the institutions involved in the provision of these credits.It makes a critical review of the performance of microfinance institutions in Nigeria, based on a survey of the Agricultural Credit Guarantee Scheme Fund (a microfinance scheme established to boost the agricultural sub-sector of Nigeria). The study examines the scheme – the institutions involved and analyses the performance using the outreach paradigm via the mixed approach research techniques – qualitative and …
Is Central Bank Of Nigeria Pursuing Preferential Development Finance? Some Parametric And Non-Parametric Evidence, Xavier-Itam A. Okon
Is Central Bank Of Nigeria Pursuing Preferential Development Finance? Some Parametric And Non-Parametric Evidence, Xavier-Itam A. Okon
Bullion
As encompassing as the development finance interventions of the Central Bank of Nigeria are, there appears to be a preference for the agricultural sector and the manufacturing sub-sector. The study applied the parametric ANOVA and the non-parametric Kruskal-Wallis Tests, to inferentially determine whether this is, indeed, the case. Findings, however, indicate that the intervention intensity is equal for all sectors, implying the Bank adopts a holistic, rather than preferential, approach to its development finance practice. This strategically engenders, among others, uniform development, inclusive growth and economic diversification. The interventions should be sustained and their coverage extended to other crucial sub-sectors …
Efficiency Gain Argument Of Fiscal Federalism And Economic Growth: Evidence From Five Selected Developing Federal Economies, Hyacinth E. Ichoku, Walter O. Ugwuoke
Efficiency Gain Argument Of Fiscal Federalism And Economic Growth: Evidence From Five Selected Developing Federal Economies, Hyacinth E. Ichoku, Walter O. Ugwuoke
Bullion
This paper investigated efficiency gain argument of fiscal federalism and economic growth with evidence from five selected developing federal economies. The curiosity is to ascertain whether the efficiency gain –the fundamental argument why countries adopt fiscal federalism is justified in these economies. The paper uses stochastic frontier model to achieve this objective. The evidence from the selected developing federal economies revealed diverging results. While in Nigeria, Ethiopia and India there is more expenditure decentralization than revenue decentralization suggesting that efficiency gains from fiscal federalism may remain elusive, in Brazil and South Africa there is more revenue decentralization than expenditure decentralization …
The Impact Of External Debt On Agricultural Production In Nigeria (1980-2016): Autoregressive Distributed Lag Modelling, Aishatu U. Yerima, Hussaini M. Tahir
The Impact Of External Debt On Agricultural Production In Nigeria (1980-2016): Autoregressive Distributed Lag Modelling, Aishatu U. Yerima, Hussaini M. Tahir
Bullion
The study analyzed the impact of external debt on Nigeria's agricultural production from 1980 to 2016 using secondary data obtained from Central Bank of Nigeria (CBN) statistical bulletin and the World Development Indicators (WDI). Augmented DickeyFuller unit root test and the autoregressive distributed lag (ARDL) bound testing approach to co-integration were utilized, to achieve the objectives of the study. Empirical results revealed that the variables were cointegrated, indicating that they exhibited long run relationship, both in the short and the long run. External debt stock (EDS) had a significant positive impact on agricultural production (AGP), indicating that EDS positively impacted …
Analysis Of The Causal Link Between Economic Growth And Development In Nigeria (1960-2019), Muhammad Umar
Analysis Of The Causal Link Between Economic Growth And Development In Nigeria (1960-2019), Muhammad Umar
Bullion
Taking cognizant of Nigeria's recent policies toward translating growth to meaningful development, this study aimed at analysing causality amid economic growth and development using annual series from 1960-2019.The study engaged vector autoregressive method by embracing Toda and Yamamoto 1995 model. The results reveals a bidirectional causality between economic growth and dependency ratio; population growth rate and economic growth and also it reveals the evidence of uni-directional causality from dependency ratio to life expectancy and from population growth to life expectancy. But economic growth and life expectancy as well as dependency ratio and life expectancy does not present evidence of causality.
Education, Inclusive Growth And Development In Nigeria: Empirical Examination, Emmanuel Onwioduokit
Education, Inclusive Growth And Development In Nigeria: Empirical Examination, Emmanuel Onwioduokit
Bullion
Fundamental changes in the intellectual and social stance of any society have always been preceded by educational renaissance. This paper investigates the role of education in achieving and sustaining economic development in Nigeria. Abstracting from the theory, the paper examines education in Nigeria, its enhancing, including comparative analysis with selected African countries and its connection with economic development. The ARDL model was adopted to examine both the short run and long run relationships between education and development proxied by HDI and education and economic growth within the context of inclusive growth model. Evidence from the estimated long run ARDL model …
Capital Adequacy Requirement And Bank Behaviour In Nigeria, Baba Nmadu Yaaba, Lailah G. Sanusi
Capital Adequacy Requirement And Bank Behaviour In Nigeria, Baba Nmadu Yaaba, Lailah G. Sanusi
Bullion
The divergent views on the usefulness of capital adequacy ratio (CAR) in controlling the risk appetite of banks necessitates further research on its efficiency and effectiveness. Whereas proponents of CAR believe that it enhances the soundness and stability of the banking system, opponents contend that it can impedes on the intermediating capabilities of banks and possibly ignites credit crunch that could induce fall in the level of output. This study empirical verifies the infuence of CAR on the behavior of banks in Nigeria. The study adopts a system of simultaneous equation, in the tradition of Maraghni (2017) using Generalized Method …
Estimating A Fiscal Reaction Function For Nigeria, Patrick Ogiji, Kayode J. Ajayi
Estimating A Fiscal Reaction Function For Nigeria, Patrick Ogiji, Kayode J. Ajayi
CBN Journal of Applied Statistics (JAS)
The study examines the determinants of fiscal balance and the impact of the selected macroeconomic variables on the primary balance of government. It aims to estimate the fiscal reaction function for Nigeria and determine whether the implementation of fiscal policy is sustainable in the long-run. A Fiscal Reaction model was developed and ARDL technique was used to establish the relationships and interactions among the variables. The study investigated whether the fiscal measures pursued by the government from 2000:Q1 to 2018:Q4 was adequate in addressing the accumulation of huge debt. The analysis of the stylized facts reveals that the government had …
Portfolio Balance Approach To Asymmetries, Structural Breaks And Financial Crisis: Testing A Model For Nigeria, Portfolio Balance Theory, Oluwasegun B. Adekoya
Portfolio Balance Approach To Asymmetries, Structural Breaks And Financial Crisis: Testing A Model For Nigeria, Portfolio Balance Theory, Oluwasegun B. Adekoya
CBN Journal of Applied Statistics (JAS)
This study tests the Portfolio Balance Theory (PBT) for Nigeria for the period starting from September 1997 to September 2018. It extends the hypothesized linear inverse relationship between exchange rate and stock price to include asymmetries and structural breaks. It further examines the impact of the 2008 global financial crisis on the PBT to determine its stability after the crisis. The full sample results show that the PBT holds for Nigeria and asymmetries and structural breaks matter in the nexus between stock price and exchange rate. However, the impact of stock price on exchange rate diminished in the long-run with …
Determination Of Optimal Level Of Foreign Reserves In Nigeria, Ishola W. Oyeniran, Solomon A. Alamu
Determination Of Optimal Level Of Foreign Reserves In Nigeria, Ishola W. Oyeniran, Solomon A. Alamu
CBN Journal of Applied Statistics (JAS)
This study adopts the ’buffer stock model’ advanced by Frenkel and Jovanovic (1981) to estimate the optimal level of foreign reserves for Nigeria. The Autoregressive Distributed Lag Approach (ARDL) was used to estimate the optimal foreign reserves function. The results show that the Nigeria’s optimal reserves level responses to adjustment cost of holding reserves and exchange rate volatility and that import and opportunity cost of reserves holding have insignificant impact on Nigeria’s optimal foreign reserves. The short run and long run estimates of the buffer stock model support the theory that foreign reserves holding in Nigeria is more sensitive to …
Oil Price Shocks And Macroeconomic Dynamics In An Oil-Exporting Emerging Economy: A New Keynesian Dsge Approach, Sunday Oladunni
Oil Price Shocks And Macroeconomic Dynamics In An Oil-Exporting Emerging Economy: A New Keynesian Dsge Approach, Sunday Oladunni
CBN Journal of Applied Statistics (JAS)
The global oil dynamics has significant implications for both oil exporting and importing small open economies. However, much of the literature on oil shocks is oriented towards advanced oil-importing economies. Micro-founded studies that explore the effects of oil shocks from the standpoint of oil-endowed emerging economies are rather sparse, compared to the preponderance of studies on developed oil importers and exporters. Thus, resulting to a consequential knowledge gap on oil price transmission mechanism and a limited appreciation of the growing policy dilemmas in these economies. The paper, therefore, sets up a new Keynesian dynamic stochastic general equilibrium (DSGE) model to …
Spillover Effect Of United States Monetary Policy On Nigeria’S Financial And Macro Fundamentals, Patterson C. Ekeocha
Spillover Effect Of United States Monetary Policy On Nigeria’S Financial And Macro Fundamentals, Patterson C. Ekeocha
CBN Journal of Applied Statistics (JAS)
This paper examines spillover effects of U.S monetary policy on macroeconomic fundamentals in Nigeria from January 1985 to December 2018. The study period is partitioned to account for conventional monetary policy (CMP) period, January 1985 to August 2007 and unconventional monetary policy (UMP) period, September 2007 to December 2018. Guided by relevant pre-tests, we find BEKK-VARMA-CCCMGARCH as the most appropriate model. The study finds significant spillover effects of U.S CMP and UMP on interest rate, exchange rate and inflation rate in Nigeria. We, however, observe that while CMP may be a significant accelerator of shocks persistence on interest rates and …
Analysis Of The Impact Of Central Bank Of Nigeria's Agricultural Intervention Funds On The Economy, E. T. Adamgbe, M. C. Belonwu, E. R. Ochu, I. I. Okafor
Analysis Of The Impact Of Central Bank Of Nigeria's Agricultural Intervention Funds On The Economy, E. T. Adamgbe, M. C. Belonwu, E. R. Ochu, I. I. Okafor
Economic and Financial Review
This paper set out to investigate the impact of Central Bank of Nigeria's interventions on the agricultural sector within an economy-wide framework of general equilibrium modelling. The paper adopted a dynamic (recursive), two-sector general equilibrium model of the Nigerian economy with some modifications on the standard model developed by the Centre for Econometric and Applied Research (CEAR) and incorporated the contributions of the CBN's agricultural based interventions as increases in the stock of agricultural capital to have a more robust size of interventions into the agricultural sector. The SAM used for the CGE model analysis was derived from the updated …
Is Inflation Always And Everywhere A Monetary Phenomenon? Evidence From Nigeria, J. K. Achua, H. Nagado, I. I. Okafor
Is Inflation Always And Everywhere A Monetary Phenomenon? Evidence From Nigeria, J. K. Achua, H. Nagado, I. I. Okafor
Economic and Financial Review
Is inflation always a monetary phenomenon in Nigeria? Autoregressive Distributed Lag (ARDL) results of Nigerian data, spanning 2005q1-2017q4, indicate that changes in money supply have no long-run significant impact on domestic price level behaviour. The results, however, reveal that non-monetary factors: import, global oil price, exchange rate, inflation expectation, fuel pump price and monetary policy rate significantly upsurge inflationary pressure. Conversely, household income (the shadow of unemployment) significantly dampens inflationary pressure while fiscal deficits moderate the pressure. The findings establish the dominance of structural and fiscal dynamics in the inflation equation of the economy.
Investigating The Impact Of Widening Price Limits On Volatility: The Experience Of The Nigerian Stock Exchange, Mohmmed A. Yadudu
Investigating The Impact Of Widening Price Limits On Volatility: The Experience Of The Nigerian Stock Exchange, Mohmmed A. Yadudu
Bullion
This paper empirically evaluates the impact of return volatility from widening price limits from 5% to 10% on the Nigerian Stock Exchange(NSE) on September 18, 2012 using a Stochastic Volatility model in an event study framework. Using daily trading data from September 2010 to September 2014, the study finds that widening of price limits in the NSE has not increased volatility as feared by some regulators. Stocks with higher free floats and institutional ownership display lower volatility when price limits are widened. This suggests that smaller stock exchanges can improve market efficiency by widening price limits without increasing volatility. The …
Portfolio Capital Inflows And Banking Crisis In Emerging Market And Developing Economies (Mdes): Bank-Level Evidence From Nigeria, Tijjani Mohammed Jume
Portfolio Capital Inflows And Banking Crisis In Emerging Market And Developing Economies (Mdes): Bank-Level Evidence From Nigeria, Tijjani Mohammed Jume
Bullion
The objective of the paper is to assess the effects of foreign portfolio capital surge on the banking sector in Nigeria from 2005 - 2018. Using a simple trend analysing a static general equilibrium framework, the paper reveals that portfolio capital inflows, in the wake of monetary policy independence in Nigeria, led to portfolio capital surge which resulted to credit boom and speculative transactions in the Nigerian Stock Exchange (NSE) leading to assets price bubble. When the bubble burst during the global financial crisis (GFC) in 2007, and thereafter in 2014, portfolio capital inflows reversed and banking stocks prices declined …
Governance, Institutional Quality, Growth And Inequality In Africa. A Study Of Central Bank Of Nigeria, Ann Ogbo, Arachie Augustine Ebuka, Ezema Ikechukwu Humphrey
Governance, Institutional Quality, Growth And Inequality In Africa. A Study Of Central Bank Of Nigeria, Ann Ogbo, Arachie Augustine Ebuka, Ezema Ikechukwu Humphrey
Bullion
This paper examined the role of institutional quality on economic growth and reduction of inequality in Nigeria. Survey research design was adopted and data were collected through primary and secondary sources. Population of the study was 600 businesses across Nigeria. Descriptive and inferential statistics were used for data analysis. Findings revealed that the bottlenecks facing businesses in accessing loans have significant effects on business creation in Nigeria. The study concluded that lack of policies and interventions are not the problems for small businesses to obtaining funds from government, but effectiveness and efficiency of these interventions and policies.
Pension Fund, Financial Development And Output Growth In Nigeria, Iwegbu Onyebuchi
Pension Fund, Financial Development And Output Growth In Nigeria, Iwegbu Onyebuchi
Bullion
This study examines the indirect effect of pension fund on economic growth in Nigeria through the financial system. Using Autoregressive Distributive Lag (ARDL) model, the study found out that pension fund contribution is effective in stimulating growth through investment in portfolios that yield short term returns; this implies that pension fund contribution cannot on its own without a credible financial system impact on economic growth. The policy implication of this study is for Pension Fund Administrators (PFAs) to invest in portfolios with short-term returns; thus, a large chunk of funds invested in federal government securities should be unbundled to other …
Traffic Congestion In F.C.T: Demand And Supply Approach, Ibrahim Abdul, Salihu Habibu Mohammed Gani, Ibrahim G. Umaru
Traffic Congestion In F.C.T: Demand And Supply Approach, Ibrahim Abdul, Salihu Habibu Mohammed Gani, Ibrahim G. Umaru
Bullion
This study examined traffic congestion in Abuja metropolis, F.C.T.- Nigeria using demand and supply approach. The study adopted survey research design. Primary data was collected using questionnaires. Descriptive statistics was used to analysed the data with the aid of tables and graphs. It was discovered that as a road reaches its capacity, each additional vehicle imposes more total delay on others than they bear, resulting in excessive traffic volumes. Congestion is mainly due to the intensive use of automobiles, whose ownership has spread massively in the F.C.T. in recent decades. The study revealed that traffic congestion causes serious consequences in …