scholarly journals ANALISIS KAUSALITAS ANTARA IHSG, INDEKS DOW JONES INDUSTRIAL AVERAGE DAN NILAI TUKAR RUPIAH/US$

2019 ◽  
Vol 3 (2) ◽  
pp. 229
Author(s):  
Khairina Natsir ◽  
Yusbardini Yusbardini ◽  
Nurainun Bangun
Keyword(s):  
Exchange Rate ◽  
Granger Causality Test ◽  
Analysis Tool ◽  
Test Results ◽  
Causality Test ◽  
Monthly Data ◽  
Dow Jones Industrial Average ◽  
Causality Relationship ◽  
The Exchange Rate

Penelitian ini bertujuan untuk menginvestigasi hubungan kausalitas antara IHSG, nilai tukar rupiah/US$  dan Indeks Global yang diwakili oleh Indeks Dow Jones Industrial Average. Penelitian mengambil sampel nilai-nilai variabel yang diteliti dengan periode data bulanan dalam periode Juli 2005-Desember 2018. Alat analisis menggunakan uji Engle-Granger untuk menginvestigasi  hubungan kausalitas.  Hasil Uji kausalitas Granger memperlihatkan terdapat hubungan dua arah atau saling mempengaruhi antara IHSG dengan nilai rupiah/US$. Selain itu ditemukan pula bahwa pergerakan Indeks Dow Jones Industrial  secara signifikan mempengaruhi kepada pergerakan IHSG dan nilai tukar rupiah/US$, tetapi sebaliknya pergerakan yang terjadi pada IHSG dan nilai tukar tidak mampu mempengaruhi gerakan indeks Dow Jones Industrial. Hasil Uji kointegrasi Johansen memperlihatkan bahwa semua variabel penelitian mempunyai  hubungan keseimbangan jangka panjang yang signifikan. This study aims to investigate the causality relationship between the CSPI, the exchange rate of rupiah / US $ and the Global Index represented by the Dow Jones Industrial Average. The study sampled variable values studied with monthly data periods in the period July 2005-December 2018. The analysis tool uses the Engle-Granger test to investigate causality relationships. Granger causality test results show there is a two-way relationship or influence each other between the CSPI with the value of rupiah / US $. In addition it was also found that the movement of the Dow Jones Industrial Index significantly affected the movement of the JCI and the exchange rate of the rupiah / US $, but conversely the movements that occurred on the JCI and the exchange rate were unable to influence the movement of the Dow Jones Industrial index. Johansen's cointegration test results show that all research variables have a significant long-term balance relationship.

scholarly journals Kausalitas Ekspor Indonesia ke Tiongkok dengan Inflasi Indonesia, Suku Bunga Dasar Tiongkok, dan Nilai Tukar Indonesia

2018 ◽  
Vol 6 (4) ◽  
pp. 475-482
Author(s):  
Teddy Aldwin Leonard
Keyword(s):  
Exchange Rate ◽  
Interest Rate ◽  
Granger Causality ◽  
Inflation Rate ◽  
Granger Causality Test ◽  
Test Results ◽  
Causality Test ◽  
Causality Relationship ◽  
The Exchange Rate

Tujuan penelitian ini adalah mengetahui hubungan kausalitas antara total nilai ekspor Indonesia ke Tiongkok dengan tingkat suku bunga Tiongkok, tingkat inflasi Indonesia, dan nilai tukar Rupiah Indonesia terhadap Yuan China. Penelitian ini menggunakan uji kausalitas granger dengan variabel total nilai ekspor Indonesia ke Tiongkok, tingkat inflasi Indonesia, tingkat suku bunga dasar Tiongkok, dan nilai tukar Rupiah Indonesia terhadap Yuan China untuk melihat hubungan kausalitas antar variabel. Hasil uji kausalitas granger menunjukkan hasil bahwa total nilai ekspor Indonesia ke Tiongkok memiliki hubungan satu arah dengan variabel tingkat suku bunga Tiongkok dan variabel nilai tukar Rupiah Indonesia terhadap Yuan China, namun tidak terdapat hubungan kausalitas dengan variabel tingkat inflasi Indonesia. Hubungan satu arah antara total nilai ekspor Indonesia ke Tiongkok dengan tingkat suku bunga Tiongkok adalah total nilai ekspor Indonesia ke Tiongkok menyebabkan perubahan tingkat suku bunga Tiongkok, sedangkan hubungan satu arah antara total nilai ekspor Indonesia ke Tiongkok dengan nilai tukar Rupiah Indonesia terhadap Yuan China adalah nilai tukar Rupiah Indonesia terhadap Yuan China menyebabkan perubahan total nilai ekspor Indonesia ke Tiongkok. The purpose of this study is to know the causality relationship between the total value of Indonesia's exports to Tiongkok with Tiongkok's interest rate, the inflation rate of Indonesia, and the exchange rate of Indonesian Rupiah against the Yuan China. This study uses granger causality test with total variable of Indonesian export value to Tiongkok, Indonesia inflation rate, interest rate of Tiongkok, and Indonesian Rupiah exchange rate to Yuan China to see the relation of causality among variables. Granger causality test results show that the total value of Indonesia's export to Tiongkok has unidirectional relationship with variable of Tiongkok interest rate and variable of Indonesian Rupiah exchange rate to Yuan China, but there is no causality relationship with Indonesian inflation rate variable. The unidirectional relationship between the total value of Indonesia's exports to Tiongkok and the Tiongkok interest rate is the total value of Indonesia's exports to Tiongkok causing a change in the Tiongkok interest rate, while the unidirectional relationship between the total value of Indonesia's exports to Tiongkok and the Indonesian rupiah against the Yuan China is the value The Indonesian rupiah exchange rate against the Yuan China led to a change in the total value of Indonesia's exports to Tiongkok

scholarly journals The Relationship of BIST Sector Indices with Exchange Rate Volatility

2021 ◽  
Vol 8 (1) ◽  
pp. 56-74
Author(s):  
Necmiye Serap Vurur
Keyword(s):  
Exchange Rate ◽  
Exchange Rate Volatility ◽  
Industrial Sector ◽  
Suitable Model ◽  
Return Volatility ◽  
Causality Test ◽  
Daily Data ◽  
Causality Relationship ◽  
The Exchange Rate ◽  
The Relationship

Through globalization, the increased integration in financial markets has made the relationship between exchange rate and stocks important. The study aims to model the exchange rate volatility using daily data for the period 04.01.2010-15.10.2020 and investigate the causality relationship between sector returns and exchange rate return volatility. In order to model the volatility of the exchange rate return series, the GARCH model was used to reveal the possible asymmetry feature in the series. As a result of the model applications, GARCH (2,2) was determined as the most suitable model to measure volatility modelling. Then, the Granger causality test was used to see whether there is a relationship between BIST sector return indices and exchange rate return volatility. As a result of the study, one notes that there is a uni-directional causality from the exchange rate return volatility series to the service, technology, and industrial sector indices. There is a bi-directional causality relationship between the financial sector index and the exchange rate return volatility series. It is noteworthy that the causality relationship between the BIST100 index and the exchange rate is towards the volatility of the exchange rate return series from the BIST 100 index, unlike the sector indices. According to this result, it is seen that the changes in the dollar exchange rate affect the decisions of the investors who will invest in the relevant index. The results show that in the case of Turkey, mostly traditional theories are valid.

scholarly journals Investigation of Turkey and Azerbaijan Economy Macroeconomic Variables

2020 ◽  
Author(s):  
Volkan Öngel ◽  
Hasan Sadık Tatlı ◽  
Gözde Bozkurt
Keyword(s):  
Exchange Rate ◽  
Gdp Growth ◽  
Employment Rate ◽  
Causality Test ◽  
Macroeconomic Variables ◽  
Annual Frequency ◽  
Causality Relationship ◽  
The Exchange Rate ◽  
The One ◽  
Data Frequency

The study aims to determine the presence or absence of causality relationship between economic growth, employment, inflation, exchange rate, import, export in Turkey, and Azerbaijan. In the study, the two countries' annual frequency data from 1992-2018 were analyzed with the Granger causality test. According to the study, the employment rate of GDP growth appears to be the one-way Granger cause for Turkey. Also, it has been determined that the import and exchange rate is caused to the employment rate. It was observed that GDP growth and export were active on inflation and were Granger cause to inflation. It is determined that GDP growth in Azerbaijan is Granger cause to exchange rate and employment. It is also observed that the exchange rate affects inflation. According to the findings, GDP growth has an impact on the employment rate in both countries. While GDP growth is found to be active over inflation in Turkey, it is seen to be valid on the exchange rate in Azerbaijan. Research differs from similar studies in the literature in terms of variables used and countries. The findings of the research have some limitations. The data frequency used in the research starts in 1992, depending on Azerbaijan gaining its independence in 1991. The data used in the research are on an annual basis. Also, local/regional and global crisis effects have been ignored for both countries.

scholarly journals Exchange rate and Export of Bangladesh: Does Marshall-Lerner condition holds?

2022 ◽  
Vol 10 (1) ◽  
pp. 09-16
Author(s):  
Shovon Roy ◽  
Jonaed
Keyword(s):  
Exchange Rate ◽  
Error Correction ◽  
Granger Causality ◽  
Granger Causality Test ◽  
Error Correction Model ◽  
Series Data ◽  
Causality Test ◽  
Correction Model ◽  
Short Run ◽  
The Exchange Rate

Export is expected to have a favorable impact on GDP growth, and the exchange rate is expected to have a major impact on export and thus export earnings. The relationship between exchange rate and export is a hotly debated topic in macroeconomics, and the goal of this research is to see if the Marshall-Lerner condition holds incase of Bangladesh that is if devaluation of domestic currency increase export earnings. Explanatory variables of the model in the study are the exchange rate, foreign income (WGDP), and domestic income (DGDP). Cointegration approaches; Error Correction model, Granger Causality test are used in this study to estimate the long and short-run impacts. With time series data from 1973Q3 to 2018Q2, we used the Error Correction Model and the Granger Causality Test. The findings of VECM support short-run exchange rate and export adjustments. The bidirectional causality between exchange rate and export is established using the Granger causality test.

scholarly journals Influence of Exchange Rate on Foreign Direct Investment Inflows: An Empirical Analysis Based on Co-Integration and Granger Causality Test

2021 ◽  
Vol 2021 ◽  
pp. 1-12
Author(s):  
Lan Tan ◽  
Yifan Xu ◽  
Alemayehu Gashaw
Keyword(s):  
Economic Growth ◽  
Foreign Direct Investment ◽  
Exchange Rate ◽  
Granger Causality ◽  
Direct Investment ◽  
Close Association ◽  
Causality Test ◽  
Fdi Inflows ◽  
The Exchange Rate

Although it is widely recognized that Foreign Direct Investment (FDI) inflows have a dominant effect on economic growth of host countries, the determinants of FDI inflows are still unclear. Especially, about the effect of exchange rate on FDI inflow, the results reached by scholars vary across countries or regions. It is of great practical and theoretical significance to explore the influencing effects of exchange rate on FDI inflow and identify the mechanisms that underlie them in close association with regional economic characters so as to help local government implement targeted government policies to achieve sustainable FDI inflow and sustainable economic growth. For this purpose, the influencing effects and the influencing mechanisms of the exchange rate on FDI inflows are investigated for Zhejiang province, China, over 1985–2019 by employing the co-integration tests, vector error correction models, Granger causality tests, and impulse response tests. Empirical results indicate that there are long-term stable and unidirectional causal relationship between the exchange rate and FDI inflow. Continuous appreciation of RMB against USD discourages FDI inflow. The mechanism which underlies the long-term relationship is the wealth effect, rather than the cost effect or the demand effect. By contrast, in the short run, neither the exchange rate nor the three influencing mechanism has a significant impact on FDI inflow. These results suggest policy recommendations for improving FDI by accumulating human capital and improving infrastructure. These findings are also applicable for other countries or regions with similar economic characters.

scholarly journals The Effect of Foreign Debt on The Exchange Rate and Its Impact on Monetary Policy in Indonesia

Media Trend ◽  
2019 ◽  
Vol 14 (1) ◽  
pp. 128-135
Author(s):  
Diah Wahyuningsih ◽  
Uun Primangesti Ningsih
Keyword(s):  
Monetary Policy ◽  
Exchange Rate ◽  
Interest Rate ◽  
Granger Causality ◽  
Impulse Response ◽  
Foreign Debt ◽  
Granger Causality Test ◽  
Causality Test ◽  
The Exchange Rate ◽  
The Interest Rate

The objectives of this study are to analyze the effect of foreign debt on the exchange rate that seen from the foreign debt and the exchange rate, and add the variable of inflationary monetary policy and the interest rate of BI Rate to test its impact on monetary policy in Indonesia. The approach in this study is quantitative approach. Data that used are Time Series data from Asian Development Bank and Indonesian World Bank in 1986-2013. Variables that used are exchange rate, foreign debt, inflation and the interest rate of BI Rate. Method that used in this study is Vector Auto Regression (VAR) analysis. The stages that used in this study testing are stationary test, optimal lag test, Granger causality test, impulse response test, and variance decomposite test in Eviews 6 program. The results of Granger causality test of all variables in this study are unlikely to have a relationship and there are only two variables that give an effect.Based on the results of Granger causality, it shows that there is bidirectional between foreign debt variable that has an effect on the exchange rate in Indonesia and the exchange rate has an effect on the foreign debt in Indonesia. While the foreign debt has an effect on the interest rate of BI Rate. For the results of impulse response test show that the exchange rate variable gives the biggest respond to the shock of foreign debt variable, compared to inflation and the interest rate of BI Rate variables. The results of Variance decomposite show that the contribution which given by foreign debt variable on the exchange rate is relatively bigger compared to the contribution that given by inflation and the interest rate of BI Rate variables.

Pengaruh Nilai Tukar dan Suku Bunga Acuan Terhadap Neraca Transaksi Berjalan di Indonesia Periode 2005:1 – 2015: 1 (Pendekatan Error Correction Model)

MODUS ◽  
2016 ◽  
Vol 28 (1) ◽  
pp. 105
Author(s):  
Toni Saputra ◽  
R Maryatmo
Keyword(s):  
Exchange Rate ◽  
Interest Rate ◽  
Current Account ◽  
Secondary Data ◽  
Analysis Tool ◽  
Short Term ◽  
Correction Model ◽  
The Exchange Rate ◽  
The Current Account

AbstrakPenelitian ini bertujuan untuk mengetahui dan menganalisis pengaruh nilai tukar dan suku bunga acuan terhadap neraca transaksi berjalan di Indonesia periode 2005:1- 2015:1. Data yang digunakan merupakan data sekunder. Data sekunder bersumber dari website Bank Indonesia. Alat analisis yang digunakan adalah Errror Correction Model (ECM). Selanjutnya analisis deskriptif digunakan untuk menjelaskan hasil penelitian.Penelitian ini menghasilkan dua hal. Pertama, dalam jangka pendek nilai tukar tidak berpengaruh terhadap neraca transaksi berjalan Indonesia. Dalam jangka panjang nilai tukar memiliki pengaruh positif dan signifikan terhadap neraca transaksi berjalan. Kedua, dalam jangka pendek suku bunga acuan tidak berpengaruh terhadap neraca transaksi berjalan Indonesia. Dalam jangka panjang suku bunga acuan memiliki pengaruh negatif terhadap neraca transaksi berjalan. Kata Kunci: neraca transaksi berjalan Indonesia, nilai tukar, suku bunga acuan, Errror Correction Model AbstractThis study aims to determine and analyze the effect of exchange rates and interest rates on current account in Indonesia from 2005: 1 to 2015: 1. The data used is secondary data. Secondary data is sourced from the website of Bank Indonesia. The analysis tool used is Errror Correction Model (ECM). Further descriptive analysis is used to explain the study results.This research resulted in two things. First, in the short term exchange rate has no effect on the current account in Indonesia. In the long term the exchange rate has a positive and significant impact on the current account. Second, in the short-term benchmark interest rate has no effect on the current account in Indonesia. In the long-term benchmark interest rate has a negative effect on the current account. Keywords: current account in Indonesia, the exchange rate, the benchmark interest rate, errror Correction Model

scholarly journals Penerapan Vector Error Correction Model pada Variabel Makro Ekonomi di Indonesia

2020 ◽  
Vol 25 (2) ◽  
pp. 287
Author(s):  
Moh. Faizin
Keyword(s):  
Exchange Rate ◽  
Interest Rates ◽  
Money Supply ◽  
Time Series Data ◽  
Good Condition ◽  
Series Data ◽  
Causality Test ◽  
Causality Relationship ◽  
The Exchange Rate ◽  
Macro Variables

In this time, the countries can be said to be in a good condition of the national economy if there are some indicators in positive economic macro, it is including the decline of inflation, the amount of money circulating is also decline, and the exchange rate strengthening against foreign currencies and reduced interest rates. The purpose of this study is to analyze the causality and cointegration relationships of economic macro variables, by using time series data for 2010-2019 and using the VECM model. The results of the study found that there is no causality relationship between inflation and the BI rate. Likewise, the variable money supply does not affect the BI rate. The exchange rate also does not affect each other on the BI rate variable. Causality test results also indicate that the money supply does not have a causality relationship to inflation, while the exchange rate variables influence each other on inflation. To exchange rates, it does not give affect in the variable amount of money in circulation each other. By explanation of the estimation results of the VECM model, it shows the long-term and short-term relationships of each variable generally.

scholarly journals PENGARUH SERTIFIKAT BANK INDONESIA SYARIAH (SBIS), JUMLAH UANG BEREDAR (JUB), DAN TINGKAT INFLASI TERHADAP NILAI TUKAR RUPIAH ATAS DOLLAR AS PERIODE 2012-2017 DI INDONESIA

2020 ◽  
Vol 6 (6) ◽  
pp. 1196
Author(s):  
Lailatul Isfa Maghfiroh ◽  
Tika Widiastuti
Keyword(s):  
Exchange Rate ◽  
Quantitative Research ◽  
Inflation Rate ◽  
Short Term ◽  
Monthly Data ◽  
Time Series Method ◽  
Us Dollar ◽  
The Exchange Rate ◽  
Using Data

The Purpose of this research is to Find out the effect of macro economics factor including syaria economics like SBIS, JUB, and Inflation Rare in effect to Exchange rate Agaisnt US Dollar, in Long Term or Short Term in 2012-2017. This Research is a quantitative research using data time series. method used in this research is multiple linear regression with monthly data in 2012-2017 period. this research use data gained from the Central Statistic Agency (BPS) and Indonesia Economic Finance Statistic (SEKI). Result of this Research showed partialy, Bank of Indonesia Syaria Certificate and Total Issued Money are positively and significantly effecting exchange rate against US Dollar in 2012-2017 Period, in the other hand Inflation Rate are negatively and not significantly effecting the exchange rate against US Dollar in 2012-2017 Period. Simultaniously, Bank of Indonesia syaria Ceritificate (SBIS), Total Issued Money (JUB), and Inflation Rate are significantly effecting the exchange rate against US Dollar in 2012-2017 Period.Key Words : Exchange Rate, SBIS, JUB, Inflation

scholarly journals Commodity Market Prices and Its Impact on Exchange Rate of Pakistan

2021 ◽  
Vol 3 (1) ◽  
pp. 31-39
Author(s):  
ASAD SARFARAZ KHAN ◽  
DR. SHAKIL IQBAL AWAN ◽  
DR. SYED ABDUL MOIZ
Keyword(s):  
Exchange Rate ◽  
Current Account Deficit ◽  
Commodity Market ◽  
Market Prices ◽  
Monthly Data ◽  
Short Run ◽  
The Exchange Rate ◽  
The Relationship ◽  
A Current

Pakistan’s economy and exchange rate has experienced many ups and downs in the last ten years. The exchange rate has depreciated from Rs.59/$ to Rs.104/$. This is causing a massive dent to Pakistan economy. According to the State Bank of Pakistan, Pakistan is consistently facing a current account deficit for the last several years and a depreciated currency is one of the main reasons for the deficit. This study analyzes the relationship between the commodity market prices and exchange rates in Pakistan both in long and in short run. This research utilized the monthly data for the past ten years from Jan-2006 to Dec-2015. The results are quite surprising because in Pakistan, none of the prices of the commodities (i-e oil and gold) have short term relationship with the exchange rate of Pakistan. This study also does not find any long-term relationship among the variables.

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