The impact of macroeconomic variables on the budget deficit in Bangladesh: an econometric analysis

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Md. Mahbub Alam ◽  
Md. Nazmus Sadekin ◽  
Sanjoy Kumar Saha
Keyword(s):  
Granger Causality ◽  
Money Supply ◽  
Budget Deficit ◽  
Real Effective Exchange Rate ◽  
Causality Test ◽  
Content Type ◽  
Macroeconomic Variables ◽  
Long Run ◽  
Effective Exchange ◽  
The Impact

PurposeThis paper aims to investigate the impact of selected macro-economic variables like real effective exchange rate (REER), GDP, inflation (INF), the volume of trade (TR) and money supply (M2) on-budget deficit (BD) in Bangladesh over the period of 1980–2018.Design/methodology/approachBy using secondary data, the paper uses the Vector Error Correction Model (VECM) and Granger Causality test. Johansen’s cointegration test is used to examine the long-run relationship among the variables under study.FindingsJohansen’s cointegration test result shows that there exists a positive long-run relationship of selected macroeconomic variables (real effective exchange rate, inflation, the volume of trade and money supply) with the budget deficit, whereas GDP has a negative one. The short-run results from the VECM show that GDP, inflation and money supply have a negative relationship with the budget deficit. The Granger Causality test results reveal unidirectional causal relationships running from BD to REER; TR to BD; M2 to BD; GDP to REER; M2 to REER; INF to GDP; GDP to TR; M2 to GDP and bidirectional causal relationship between GDP and BD; TR and REER; M2 and TR.Originality/valueBangladesh has been experiencing a budget deficit since 1972 due to a decline in sources of revenue. This study contributes to the empirical debate on the causal nexus between macroeconomic variables and budget deficits by employing VECM and Granger Causality approaches.

Does Ban on Futures trading (de)stabilise spot volatility?

2019 ◽  
Vol 9 (2) ◽  
pp. 145-166 ◽  
Author(s):  
Neharika Sobti
Keyword(s):  
Granger Causality ◽  
Price Discovery ◽  
Futures Trading ◽  
Causality Test ◽  
Content Type ◽  
Long Run ◽  
Short Run ◽  
The Impact ◽  
Spot Volatility ◽  
Non Parametric

Purpose The purpose of this paper is to ascertain the possible consequences of ban on futures trading of agriculture commodities in India by examining three critical issues: first, the author explores whether price discovery dominance changes between futures and spot in the pre-ban and post-relaunch phase both in the long run and short run. Second, the author examines the impact of ban and relaunch of futures trading on its underlying spot volatility for five sample cases of agriculture commodities (Wheat, Sugar, Soya Refined Oil, Rubber and Chana) using both parametric and non-parametric tests. Third, the author revisits the destabilization hypothesis in the light of ban on futures trading by examining the impact of unexpected component of liquidity of futures on spot volatility. Design/methodology/approach The author uses widely adopted methodology of co-integration to examine long-run relationship between spot and futures, while the short-run relationship is investigated using vector error correction model (VECM) and Granger causality to test price discovery in the pre-ban and post-relaunch phases. The second objective is explored using a combination of parametric and non-parametric tests such as Welch one-way ANOVA and Kruskal–Wallis test, respectively, to gauge the impact of ban on futures trading on spot volatility along with post hoc tests to investigate pairwise comparison of spot volatility among three phases (pre-ban, ban and post-relaunch) using Dunn Test. In addition, extensive robustness test is undertaken by adopting augmented E-GARCH model to ascertain the impact of ban and relaunch of futures trading on spot volatility. The third objective is investigated using Granger causality test between spot volatility and unexpected component of liquidity of futures estimated using Hodrick and Prescott (HP) filter to re-visit the destabilization hypothesis. Findings The author found extensive evidence for the dominance of futures market in the price discovery of agriculture commodities both in the pre-ban and post-relaunch phases in India. The ban on futures trading is found to have a destabilizing impact on spot volatility as evident from the findings of Wheat, Sugar and Rubber. In addition, it is observed that spot volatility was highest during the ban phase as compared to the pre-ban and post-relaunch phases for all four commodities barring Chana. The author found that destabilisation hypothesis holds true during the pre ban phase, while weakening of destabilization hypothesis is observed in the post-relaunch phase as unexpected futures liquidity has no role in driving the spot volatility. Originality/value This study is a novel attempt to empirically examine the potential impact of ban and relaunch of futures trading of agriculture commodities on two key market quality dimensions – price discovery and spot volatility. In addition, destabilization hypothesis is revisited to investigate the impact of futures trading on spot volatility during the pre-ban and post-relaunch period.

scholarly journals Assessing the influence of exchange rate on agricultural commodity export price: evidence from Vietnamese coffee

2020 ◽  
Vol 22 (2) ◽  
pp. 297-309
Author(s):  
Trung Tuyen Dang ◽  
Caihong Zhang ◽  
Thi Hong Nguyen ◽  
Ngoc Trung Nguyen
Keyword(s):  
Exchange Rate ◽  
Granger Causality ◽  
Export Price ◽  
Agricultural Commodity ◽  
Causality Test ◽  
Content Type ◽  
Long Run ◽  
Commodity Export ◽  
Short Run ◽  
The Impact

PurposeThe purpose of this paper is to evaluate the influence of VND/USD exchange rate on Vietnamese coffee export price (PVN).Design/methodology/approachThe study uses cointegration test, Granger causality test and vector autoregression (VAR) model.FindingsThe results reveal that there is no co-integrating equation between two variables. It means the exchange rate does not have an effect on PVN in the long run. Furthermore, there is one Granger causality relationship between VND/USD exchange rate and PVN in the short run, but not vice versa. The study suggests that the first previous period of PVN is the most closely related variable which has the greatest impact on the variation of PVN among the selected variables, meanwhile the effect of VND/USD exchange rate on it, contrarily, is positive and very trivial.Originality/valueIn overall, the impact of VND/USD exchange rate on Vietnamese coffee export price (PVN) has been analyzed deeply in this research by applying new approaches.

Real Effective Exchange Rate, Broad Money Supply, and Trade Balance in Vietnam: An Empirical Analysis from Bounds Test to a Cointegration Approach

2020 ◽  
Author(s):  
Kieu Oanh Dao ◽  
V.C. Nguyen ◽  
Si Tri Nhan Dinh
Keyword(s):  
Exchange Rate ◽  
Money Supply ◽  
Trade Balance ◽  
Negative Impact ◽  
Positive Impact ◽  
Real Effective Exchange Rate ◽  
Long Run ◽  
Effective Exchange ◽  
Effective Exchange Rate ◽  
The Impact

This paper aims to investigate the impact of the real effective exchange rate and broad money supply on the trade balance in Vietnam using quarterly data from the first quarter of 2000 to the fourth quarter of 2018. Using the ARDL-ECM approach to investigate this effect, a cointegration relationship exists between real effective exchange rate, broad money supply and trade balance. Results demonstrate that real effective exchange rate has a short-term negative impact on trade balance. Additionally, broad money supply has a positive impact on trade balance in the short run and long run with a very weak effect. Surprisingly, it was found that real foreign income and local income have no impact on trade balance.

Why export competitiveness differs within Indian textile industry? Determinants and empirical evidence

2020 ◽  
Vol 30 (3) ◽  
pp. 375-397 ◽  
Author(s):  
Rahul Dhiman ◽  
Vinod Kumar ◽  
Sudhir Rana
Keyword(s):  
Exchange Rate ◽  
Granger Causality ◽  
Textile Industry ◽  
Granger Causality Test ◽  
Real Effective Exchange Rate ◽  
Causality Test ◽  
Content Type ◽  
Long Run ◽  
Integration Test ◽  
Export Competitiveness

Purpose This study aims to examine whether export competitiveness (EC) in the two groups of the Indian textile industry i.e. “textiles” and “textile products” group differ. Design/methodology/approach The study examines how exchange rate (ER), real effective exchange rate (REER) and EC of both the groups are related in the long run over the period 1991-1992 to 2018-2019 using Granger causality test and Johansen and Juselius co-integration test. Findings The study confirms that EC is a challenge that needs to be addressed to sustain in the international market, as the volatile trend can be found for EC in both groups. The econometric framework shedding light on both groups of the textile industry suggest that select determinants have different relationships with the EC for two groups. The findings of the Granger causality test reveal that the presence of unidirectional causality running from ER to EC in the case of both the groups. Also, the select variables are found to be co-integrated in the long run. However, in the case of REER, no causality is found running from REER to EC. Originality/value ER is a vital determinant of EC and exporters can sustain competitiveness in global markets by reducing their profit mark-up in the face of an appreciating currency.

scholarly journals Long-run drivers and short-term dynamics of Swedish real house prices

2018 ◽  
Vol 11 (1) ◽  
pp. 45-72 ◽  
Author(s):  
Maher Asal
Keyword(s):  
House Prices ◽  
Housing Prices ◽  
Real Effective Exchange Rate ◽  
Short Term ◽  
Content Type ◽  
Mortgage Interest ◽  
Long Run ◽  
Effective Exchange ◽  
Short Run ◽  
The Impact

Purpose This paper aims to assess the long-run drivers and short-term dynamics of real house prices in Sweden for 1986Q1 to 2016Q4. More specifically, the author examines the extent to which real house prices are determined by affordability, demographics and asset price factors. Design/methodology/approach The author conducts a cointegration analysis and applies a vector autoregression model to examine the long- and short-run responsiveness of Swedish real house prices to a number of key categories of fundamental variables. Findings The empirical results indicate that house prices will increase in the long run by 1.04 per cent in response to a 1 per cent increase in household real disposable income, whereas real after-tax mortgage interest and real effective exchange rates show average long-term effects of approximately – 8 and – 0.7 per cent, respectively. In addition, the results show that the growth of real house prices is affected by growth in mortgage credit, real after-tax mortgage interest rates and disposable incomes in the short run, whereas the real effective exchange rate is the most significant determinant of Swedish real house appreciation. Originality/value The impact of the two lending restrictions been implemented after the financial crisis – the mortgage cap in October 2010 and the amortization requirement in June 2016 – are ineffective to stabilize the housing market. This suggests that macroprudential measures designed to ease pressure on housing prices and reduce risks to financial stability need to focus on these fundamentals and address the issues of tax deductibility on mortgage rates and the gradual implementation of debt-to-income limits to contain mortgage demand and improve households’ resilience to shocks.

The determinants of ASEAN-5 real effective exchange rate vis-á-vis the UK pound

2014 ◽  
Vol 10 (2) ◽  
pp. 98-118 ◽  
Author(s):  
Abdalrahman AbuDalu ◽  
Elsadig Musa Ahmed
Keyword(s):  
Exchange Rate ◽  
Interest Rate ◽  
Money Supply ◽  
Real Effective Exchange Rate ◽  
Content Type ◽  
Long Run ◽  
Effective Exchange ◽  
Short Run ◽  
The Uk ◽  
Effective Exchange Rate

Purpose – The purpose of this paper is to present an empirical analysis of long-run and short-run forcing variables of purchasing power parity (PPP) for ASEAN-5 currencies vis-à-vis the UK pound, i.e. their real effective exchange rate (REER). Design/methodology/approach – This study uses a recently developed autoregressive distributed lag (ARDL) approach to co-integration (Pesaran et al., 2001) over the period 1991:Q1-2006:Q2. Our empirical results suggest that the foreign interest rate (R*) and domestic money supply (M1) are the significant long-run forcing variables of PPP for ASEAN-5 REERs for the three periods. Findings – In the short-run, the variables have different impacts during the sub-periods and full period for ASEAN-5 countries. The results suggest that the domestic money supply (M1) for Malaysia, domestic interest rate and foreign interest rate (R*) for Indonesia, domestic money supply (M1) and term of trades (TOT) for Philippines, foreign interest rate (R*) for Thailand, and foreign interest rate (R*) and net foreign assets (NFA) for Singapore, respectively, have the highest significant short-run forcing variable of PPP for countries REERs. Originality/value – In this respect, the outcomes can derive policy implication for the monetary authorities in these ASEAN-5 countries.

The relationship between financial development and economic growth in Eswatini (formerly Swaziland)

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Siphe-okuhle Fakudze ◽  
Asrat Tsegaye ◽  
Kin Sibanda
Keyword(s):  
Economic Growth ◽  
Granger Causality ◽  
Financial Development ◽  
Granger Causality Test ◽  
Causality Test ◽  
Content Type ◽  
Distributed Lag ◽  
Long Run ◽  
Short Run ◽  
The Relationship

PurposeThe paper examined the relationship between financial development and economic growth for the period 1996 to 2018 in Eswatini.Design/methodology/approachThe Autoregressive Distributed Lag bounds test (ARDL) was employed to determine the long-run and short-run dynamics of the link between the variables of interest. The Granger causality test was also performed to establish the direction of causality between financial development and economic growth.FindingsThe ARDL results revealed that there is a long-run relationship between financial development and economic growth. The Granger causality test revealed bidirectional causality between money supply and economic growth, and unidirectional causality running from economic growth to financial development. The results highlight that economic growth exerts a positive and significant influence on financial development, validating the demand following hypothesis in Eswatini.Practical implicationsPolicymakers should formulate policies that aims to engineer more economic growth. The policies should strike a balance between deploying funds necessary to stimulate investment and enhancing productivity in order to enliven economic growth in Eswatini.Originality/valueThe study investigates the finance-growth linkage using time series analysis. It determines the long-run and short-run dynamics of this relationship and examines the Granger causality outcomes.

scholarly journals Determinants of Non-Performing Loan in Nepalese Commercial Banks

2017 ◽  
pp. 22-38 ◽  
Author(s):  
Seema Bhattarai
Keyword(s):  
Exchange Rate ◽  
Commercial Banks ◽  
Negative Impact ◽  
Positive Impact ◽  
Percent Level ◽  
Real Effective Exchange Rate ◽  
Macroeconomic Variables ◽  
Effective Exchange ◽  
Effective Exchange Rate ◽  
The Impact

The non-performing loans (NPL) of financial institutions are considered as a significant issue in the context of Nepal for last few decades. The paper aims to identify the impact of macroeconomic variables (GDP, Inflation, and Real Effective Exchange Rate) and bank specific variables (size, change in loan, real lending rate of interest, and share of loan to total assets) on the non-performing loan of the commercial banks in Nepal. The study was conducted mainly with secondary sources. The data were collected for 26 commercial banks covering the period of 2002-2012 with 227 observations. The study found that macroeconomic variables such as the real effective exchange rate have significantly negative impact on non-performing loan. The impact of GDP growth rate was found to be insignificant in this study. One year lagged inflation rate has significant positive impact on non-performing loan. The banks which charge relatively higher real interest rate have higher non-performing loan, which is consistent with the findings of previous studies. The ownership dummy has positive coefficient and significant at one percent level showing that if the bank is government owned the non-performing loan would be higher than that of the private owned banks. As well, more lending in the previous years and current year reduces the non-performing loan since the coefficient of change in loan in current and previous years have negative coefficient and significant at one percent level.Economic Journal of Development Issues Vol. 19 & 20 No. 1-2 (2015) Combined Issue, Page: 22-38

scholarly journals TRADE OPENNESS AND ECONOMIC GROWTH: EMPIRICAL EVIDENCE FROM INDIA

2014 ◽  
Vol 16 (1) ◽  
pp. 188-205 ◽  
Author(s):  
Qazi Muhammad Adnan Hye ◽  
Wee-Yeap Lau
Keyword(s):  
Economic Growth ◽  
Human Capital ◽  
Granger Causality ◽  
Trade Openness ◽  
Granger Causality Test ◽  
Causality Test ◽  
Long Run ◽  
Rolling Window ◽  
Short Run ◽  
The Impact

The main objective of this study is to develop first time trade openness index and use this index to examine the link between trade openness and economic growth in case of India. This study employs a new endogenous growth model for theoretical support, auto-regressive distributive lag model and rolling window regression method in order to determine long run and short run association between trade openness and economic growth. Further granger causality test is used to determine the long run and short run causal direction. The results reveal that human capital and physical capital are positively related to economic growth in the long run. On the other hand, trade openness index negatively impacts on economic growth in the long run. The new evidence is provided by the rolling window regression results i.e. the impact of trade openness index on economic growth is not stable throughout the sample. In the short run trade openness index is positively related to economic growth. The result of granger causality test confirms the validity of trade openness-led growth and human capital-led growth hypothesis in the short run and long run.

scholarly journals New empirics of monetary policy dynamics: evidence from the CFA franc zones

2016 ◽  
Vol 7 (2) ◽  
pp. 164-204 ◽  
Author(s):  
Simplice Asongu
Keyword(s):  
Monetary Policy ◽  
Granger Causality ◽  
Money Supply ◽  
Monetary Union ◽  
Policy Implications ◽  
Content Type ◽  
Long Run ◽  
Wide Range ◽  
Short Run ◽  
Cfa Franc

Purpose – A major lesson of the European Monetary Union crisis is that serious disequilibria in a monetary union result from arrangements not designed to be robust to a variety of shocks. With the specter of this crisis looming substantially and scarring existing monetary zones, the purpose of this paper is to complement existing literature by analyzing the effects of monetary policy on economic activity (output and prices) in the CEMAC and UEMOA CFA franc zones. Design/methodology/approach – VARs within the frameworks of Vector Error-Correction Models and Granger causality models are used to estimate the long- and short-run effects, respectively. Impulse response functions are further used to assess the tendencies of significant Granger causality findings. A battery of robustness checks are also employed to ensure consistency in the specifications and results. Findings –H1. monetary policy variables affect prices in the long-run but not in the short-run in the CFA zones (broadly untrue). This invalidity is more pronounced in CEMAC (relative to all monetary policy variables) than in UEMOA (with regard to financial dynamics of activity and size). H2. monetary policy variables influence output in the short-term but not in the long-run in the CFA zones. First, the absence of cointegration among real output and the monetary policy variables in both zones confirm the neutrality of money in the long term. With the exception of overall money supply, the significant effect of money on output in the short-run is more relevant in the UEMOA zone, than in the CEMAC zone in which only financial system efficiency and financial activity are significant. Practical implications – First, compared to the CEMAC region, the UEMOA zone’s monetary authority has more policy instruments for offsetting output shocks but fewer instruments for the management of short-run inflation. Second, the CEMAC region is more inclined to non-traditional policy regimes while the UEMOA zone dances more to the tune of traditional discretionary monetary policy arrangements. A wide range of policy implications are discussed. Inter alia: implications for the long-run neutrality of money and business cycles; implications for credit expansions and inflationary tendencies; implications of the findings to the ongoing debate; country-specific implications and measures of fighting surplus liquidity. Originality/value – The paper’s originality is reflected by the use of monetary policy variables, notably money supply, bank and financial credits, which have not been previously used, to investigate their impact on the outputs of economic activities, namely, real GDP output and inflation, in developing country monetary unions.

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