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"The debate on the relationship between economic growth and financial development has beensteadily growing in these recent years. However, the existing theoretical and empirical literature providesconflicting views in this respect. This paper proposes an empirical investigation of the nature ofthis relationship in the Moroccan context. More precisely, it explores the cointegrating and the causalityissue between economic growth and financial development. The latter is measured by largelyused indicators. In particular, we use capital market proxy, in addition to the traditional indicatorsof financial intermediation. The findings show that financial development explains significantly thegrowth, but the direction of causality depends on the indicator used to measure the financial deepeningand the time horizon of analysis (short or long terms)."

"Dampak financial deepening terhadap pertumbuhan ekonomi telah menjadi debat selama beberapa dekade. Penelitian ini menganalisa dampak financial deepening terhadap pertumbuhan ekonomi tingkat propinsi di Indonesia periode tahun 2001 sampai dengan 2016. Penggunaan data level propinsi selain jarang ditemukan dalam literature juga untuk mengurangi heterogeinitas yang tidak teramati pada data cross section antar negara. Pendekatan financial deepening dalam penelitian ini dibatasi pada sisi perbankan mengingat dalam sistem keuangan Indonesia, peran perbankan masih sangat dominan dibandingkan sektor keuangan lainnya. Melalui pendekatan data panel, diperoleh hasil bahwa terdapat korelasi positif yang signifikan antara financial deepening dengan pertumbuhan ekonomi regional yang mendukung hipotesa supply leading (finance-led growth) pada penelitian-penelitian sebelumnya. Dalam kaitan ini diperlukan langkah serius pemerintah untuk terus melakukan pendalaman pasar keuangan domestik khususnya melalui sektor perbankan agar mampu memberikan dampak positif bagi pertumbuhan ekonomi.

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Impact of financial deepening to economic growth has been a debate for decades. This research analyzes the impact of financial deepening on provincial-level economic growth in Indonesia from 2001 to 2016. Besides The use of provincial level data is rarely found in the literature, the use of provincial-level data is also intended to reduce unobserved heterogeneity in cross-sectional data between countries. The financial deepening approach in this study is limited to the banking side considering that in Indonesia's banking sector is still very dominant compared to other financial sector. By Using data panel approach, the ratio between liquid liabilities to gross regional domestic product (PDRB) and the ratio between credits distributed by the banking sector to PDRB as a measurement of financial deepening, found a significant positive correlation between financial deepening with regional economic growth that supports supply lead hypothesis (finance-led growth) in previous studies. In this regard, Government must be seriously to enhance policy in order to deepen the domestic financial market, especially through the banking sector to encouraging economic growth."

"Modeling the correlation of assets returns volatilities across different markets or segments of amarket has practical value for portfolio selection and diversification, market regulation, and riskmanagement. This paper therefore evaluates the nature of time-varying correlation between volatilitiesof stock market and crude oil returns in Nigeria using Dynamic Conditional Correlation-GeneralisedAutoregressive Conditional Heteroscedasticity (DCC-GARCH) model. Results from DCCGARCH(1,1) model show evidence of volatility clustering and persistence in Nigeria stock marketand crude oil returns. The results also show that there is no dynamic conditional correlation in ARCHeffects between stock market returns and crude oil prices in Nigeria. The results further show thatthere is strong evidence of time-varying volatility correlation between stock market and crude oilreturns volatility. The findings will help shape policy-making in risk management and market regulationin Nigeria."

"This paper examines market efficiency of foreign exchange markets in South East Asia (Indonesia,Thailand, Malaysia, Singapore, and Philippines) after the global crisis period 2008. The time spancovered by the samples are from 2009 to 2014, with the total number of observations for spot and forwardexchange rate data amounting to 1565 data points. This study uses three different approachesto examine efficiency within countries and across countries. The result of this study shows that foreignexchange markets in the ASEAN-5 countries are efficient within countries, but have not been efficientacross countries, especially when the country has a bivariate relationship with Thailand’s foreignexchange market. The main implication of this study is that investors in the ASEAN-5 market cannotobtain abnormal returns using technical analysis on within countries foreign exchange market. Inaddition, there is no significant differences for participants in the foreign exchange market whetherthey are using hedging or not hedging."