Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications

This paper investigates the leading causes of nonperforming loans during the economic and banking crises that affected a large number of countries in Sub-Saharan Africa in the 1990s. Empirical analysis shows a dramatic increase in these loans and extremely high credit risk, with significant differen...

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Main Author: Fofack, Hippolyte L.
Format: Policy Research Working Paper
Language:English
Published: World Bank, Washington, DC 2012
Subjects:
Online Access:http://documents.worldbank.org/curated/en/2005/11/6406525/nonperforming-loans-sub-saharan-africa-causal-analysis-macroeconomic-implications
http://hdl.handle.net/10986/8498
id okr-10986-8498
recordtype oai_dc
spelling okr-10986-84982021-04-23T14:02:43Z Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications Fofack, Hippolyte L. ACCOUNTING ASSET MANAGEMENT ASSET MANAGEMENT COMPANIES BALANCE OF PAYMENTS BANK ACCOUNTING BANK CAPITAL BANKING CRISES BANKING CRISIS BANKING INDUSTRY BANKING SECTOR BANKING SYSTEM BANKS BANQUE CENTRALE DES ETATS DE L'AFRIQUE DE L'OUEST BANQUE DES ETATS DE L'AFRIQUE CENTRALE CAPITAL BASE CAPITAL REQUIREMENT CAPITAL REQUIREMENTS CAPITAL TO ASSET RATIO CENTRAL BANK CENTRAL BANKS COMMERCIAL BANKS COMMODITY PRICES COST OF CAPITAL COUNTRY COMPARISONS CREDIT RISK CREDIT RISKS DEPOSIT INSURANCE DEPOSIT INSURANCE SCHEMES DEPOSITORS DEPOSITS DEREGULATION DIRECT INVESTMENT DOMESTIC CREDIT ECONOMIC GROWTH EMERGING MARKET ECONOMIES EMPIRICAL ANALYSIS EXCHANGE RATES FINANCIAL CRISES FINANCIAL CRISIS FINANCIAL DISTRESS FINANCIAL INFORMATION FINANCIAL INSTITUTIONS FINANCIAL INTERMEDIATION FISCAL DEFICITS GOVERNMENT SUPPORT INDIRECT CHANNELS INFLATION INSIDER LENDING INSOLVENT BANKS INTEREST PAYMENTS INTEREST RATE INTEREST RATES INVESTMENT PROJECTS LENDER OF LAST RESORT LIQUID ASSETS LIQUIDITY MACROECONOMIC STABILITY MATURITIES MATURITY MEASURES OF PROFITABILITY MERCHANT BANKS MERGERS MIDDLE EAST MONETARY AUTHORITIES MONETARY POLICY MORAL HAZARD NET INTEREST MARGIN NONPERFORMING ASSETS NONPERFORMING LOANS OWNERSHIP STRUCTURE PORTFOLIO PORTFOLIOS PREDICTIONS PRIVATE BANKS PRIVATE INVESTMENT PROBLEM BANKS PUBLIC ENTERPRISES REAL ESTATE LOANS REAL INTEREST RATES RECAPITALIZATION RESOURCE MOBILIZATION RETURN ON ASSETS RETURN ON EQUITY RISK ASSESSMENT RISK EXPOSURE RISK MANAGEMENT RUNS ON BANKS SHAREHOLDERS SOLVENCY SPECULATIVE ATTACKS STATE BANKS SUB-SAHARAN AFRICA SUBSTANDARD LOANS SYSTEMIC BANKING CRISES VOLATILITY VULNERABILITY This paper investigates the leading causes of nonperforming loans during the economic and banking crises that affected a large number of countries in Sub-Saharan Africa in the 1990s. Empirical analysis shows a dramatic increase in these loans and extremely high credit risk, with significant differences between the CFA and non-CFA countries, and substantially higher financial costs for the latter sub-panel of countries. The results also highlight a strong causality between these loans and economic growth, real exchange rate appreciation, the real interest rate, net interest margins, and interbank loans consistent with the causality and econometric analysis, which reveal the significance of macroeconomic and microeconomic factors. The dramatic increase in these loans is largely driven by macroeconomic volatility and reflects the vulnerability of undiversified African economies, which remain heavily exposed to external shocks. Simulated results show that macroeconomic stability and economic growth are associated with a declining level of nonperforming loans; whereas adverse macroeconomic shocks coupled with higher cost of capital and lower interest margins are associated with a rising scope of nonperforming loans. These results are supported by long-term estimates of nonperforming loans derived from pseudo panel-based prediction models. 2012-06-19T21:59:43Z 2012-06-19T21:59:43Z 2005-11 http://documents.worldbank.org/curated/en/2005/11/6406525/nonperforming-loans-sub-saharan-africa-causal-analysis-macroeconomic-implications http://hdl.handle.net/10986/8498 English Policy Research Working Paper; No. 3769 CC BY 3.0 IGO http://creativecommons.org/licenses/by/3.0/igo/ World Bank World Bank, Washington, DC Publications & Research :: Policy Research Working Paper Publications & Research Africa Southern Africa
repository_type Digital Repository
institution_category Foreign Institution
institution Digital Repositories
building World Bank Open Knowledge Repository
collection World Bank
language English
topic ACCOUNTING
ASSET MANAGEMENT
ASSET MANAGEMENT COMPANIES
BALANCE OF PAYMENTS
BANK ACCOUNTING
BANK CAPITAL
BANKING CRISES
BANKING CRISIS
BANKING INDUSTRY
BANKING SECTOR
BANKING SYSTEM
BANKS
BANQUE CENTRALE DES ETATS DE L'AFRIQUE DE L'OUEST
BANQUE DES ETATS DE L'AFRIQUE CENTRALE
CAPITAL BASE
CAPITAL REQUIREMENT
CAPITAL REQUIREMENTS
CAPITAL TO ASSET RATIO
CENTRAL BANK
CENTRAL BANKS
COMMERCIAL BANKS
COMMODITY PRICES
COST OF CAPITAL
COUNTRY COMPARISONS
CREDIT RISK
CREDIT RISKS
DEPOSIT INSURANCE
DEPOSIT INSURANCE SCHEMES
DEPOSITORS
DEPOSITS
DEREGULATION
DIRECT INVESTMENT
DOMESTIC CREDIT
ECONOMIC GROWTH
EMERGING MARKET ECONOMIES
EMPIRICAL ANALYSIS
EXCHANGE RATES
FINANCIAL CRISES
FINANCIAL CRISIS
FINANCIAL DISTRESS
FINANCIAL INFORMATION
FINANCIAL INSTITUTIONS
FINANCIAL INTERMEDIATION
FISCAL DEFICITS
GOVERNMENT SUPPORT
INDIRECT CHANNELS
INFLATION
INSIDER LENDING
INSOLVENT BANKS
INTEREST PAYMENTS
INTEREST RATE
INTEREST RATES
INVESTMENT PROJECTS
LENDER OF LAST RESORT
LIQUID ASSETS
LIQUIDITY
MACROECONOMIC STABILITY
MATURITIES
MATURITY
MEASURES OF PROFITABILITY
MERCHANT BANKS
MERGERS
MIDDLE EAST
MONETARY AUTHORITIES
MONETARY POLICY
MORAL HAZARD
NET INTEREST MARGIN
NONPERFORMING ASSETS
NONPERFORMING LOANS
OWNERSHIP STRUCTURE
PORTFOLIO
PORTFOLIOS
PREDICTIONS
PRIVATE BANKS
PRIVATE INVESTMENT
PROBLEM BANKS
PUBLIC ENTERPRISES
REAL ESTATE LOANS
REAL INTEREST RATES
RECAPITALIZATION
RESOURCE MOBILIZATION
RETURN ON ASSETS
RETURN ON EQUITY
RISK ASSESSMENT
RISK EXPOSURE
RISK MANAGEMENT
RUNS ON BANKS
SHAREHOLDERS
SOLVENCY
SPECULATIVE ATTACKS
STATE BANKS
SUB-SAHARAN AFRICA
SUBSTANDARD LOANS
SYSTEMIC BANKING CRISES
VOLATILITY
VULNERABILITY
spellingShingle ACCOUNTING
ASSET MANAGEMENT
ASSET MANAGEMENT COMPANIES
BALANCE OF PAYMENTS
BANK ACCOUNTING
BANK CAPITAL
BANKING CRISES
BANKING CRISIS
BANKING INDUSTRY
BANKING SECTOR
BANKING SYSTEM
BANKS
BANQUE CENTRALE DES ETATS DE L'AFRIQUE DE L'OUEST
BANQUE DES ETATS DE L'AFRIQUE CENTRALE
CAPITAL BASE
CAPITAL REQUIREMENT
CAPITAL REQUIREMENTS
CAPITAL TO ASSET RATIO
CENTRAL BANK
CENTRAL BANKS
COMMERCIAL BANKS
COMMODITY PRICES
COST OF CAPITAL
COUNTRY COMPARISONS
CREDIT RISK
CREDIT RISKS
DEPOSIT INSURANCE
DEPOSIT INSURANCE SCHEMES
DEPOSITORS
DEPOSITS
DEREGULATION
DIRECT INVESTMENT
DOMESTIC CREDIT
ECONOMIC GROWTH
EMERGING MARKET ECONOMIES
EMPIRICAL ANALYSIS
EXCHANGE RATES
FINANCIAL CRISES
FINANCIAL CRISIS
FINANCIAL DISTRESS
FINANCIAL INFORMATION
FINANCIAL INSTITUTIONS
FINANCIAL INTERMEDIATION
FISCAL DEFICITS
GOVERNMENT SUPPORT
INDIRECT CHANNELS
INFLATION
INSIDER LENDING
INSOLVENT BANKS
INTEREST PAYMENTS
INTEREST RATE
INTEREST RATES
INVESTMENT PROJECTS
LENDER OF LAST RESORT
LIQUID ASSETS
LIQUIDITY
MACROECONOMIC STABILITY
MATURITIES
MATURITY
MEASURES OF PROFITABILITY
MERCHANT BANKS
MERGERS
MIDDLE EAST
MONETARY AUTHORITIES
MONETARY POLICY
MORAL HAZARD
NET INTEREST MARGIN
NONPERFORMING ASSETS
NONPERFORMING LOANS
OWNERSHIP STRUCTURE
PORTFOLIO
PORTFOLIOS
PREDICTIONS
PRIVATE BANKS
PRIVATE INVESTMENT
PROBLEM BANKS
PUBLIC ENTERPRISES
REAL ESTATE LOANS
REAL INTEREST RATES
RECAPITALIZATION
RESOURCE MOBILIZATION
RETURN ON ASSETS
RETURN ON EQUITY
RISK ASSESSMENT
RISK EXPOSURE
RISK MANAGEMENT
RUNS ON BANKS
SHAREHOLDERS
SOLVENCY
SPECULATIVE ATTACKS
STATE BANKS
SUB-SAHARAN AFRICA
SUBSTANDARD LOANS
SYSTEMIC BANKING CRISES
VOLATILITY
VULNERABILITY
Fofack, Hippolyte L.
Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
geographic_facet Africa
Southern Africa
relation Policy Research Working Paper; No. 3769
description This paper investigates the leading causes of nonperforming loans during the economic and banking crises that affected a large number of countries in Sub-Saharan Africa in the 1990s. Empirical analysis shows a dramatic increase in these loans and extremely high credit risk, with significant differences between the CFA and non-CFA countries, and substantially higher financial costs for the latter sub-panel of countries. The results also highlight a strong causality between these loans and economic growth, real exchange rate appreciation, the real interest rate, net interest margins, and interbank loans consistent with the causality and econometric analysis, which reveal the significance of macroeconomic and microeconomic factors. The dramatic increase in these loans is largely driven by macroeconomic volatility and reflects the vulnerability of undiversified African economies, which remain heavily exposed to external shocks. Simulated results show that macroeconomic stability and economic growth are associated with a declining level of nonperforming loans; whereas adverse macroeconomic shocks coupled with higher cost of capital and lower interest margins are associated with a rising scope of nonperforming loans. These results are supported by long-term estimates of nonperforming loans derived from pseudo panel-based prediction models.
format Publications & Research :: Policy Research Working Paper
author Fofack, Hippolyte L.
author_facet Fofack, Hippolyte L.
author_sort Fofack, Hippolyte L.
title Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
title_short Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
title_full Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
title_fullStr Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
title_full_unstemmed Nonperforming Loans in Sub-Saharan Africa : Causal Analysis and Macroeconomic Implications
title_sort nonperforming loans in sub-saharan africa : causal analysis and macroeconomic implications
publisher World Bank, Washington, DC
publishDate 2012
url http://documents.worldbank.org/curated/en/2005/11/6406525/nonperforming-loans-sub-saharan-africa-causal-analysis-macroeconomic-implications
http://hdl.handle.net/10986/8498
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